diff --git a/apps/docs/openapi.json b/apps/docs/openapi.json
index 1db7ab8e662..1844cc7a1e2 100644
--- a/apps/docs/openapi.json
+++ b/apps/docs/openapi.json
@@ -985,6 +985,17 @@
         "responses": {
           "200": {
             "description": "A paginated list of workflows.",
+            "headers": {
+              "X-RateLimit-Limit": {
+                "$ref": "#/components/headers/RateLimitLimit"
+              },
+              "X-RateLimit-Remaining": {
+                "$ref": "#/components/headers/RateLimitRemaining"
+              },
+              "X-RateLimit-Reset": {
+                "$ref": "#/components/headers/RateLimitReset"
+              }
+            },
             "content": {
               "application/json": {
                 "schema": {
@@ -1110,6 +1121,17 @@
         "responses": {
           "201": {
             "description": "The workflow was imported.",
+            "headers": {
+              "X-RateLimit-Limit": {
+                "$ref": "#/components/headers/RateLimitLimit"
+              },
+              "X-RateLimit-Remaining": {
+                "$ref": "#/components/headers/RateLimitRemaining"
+              },
+              "X-RateLimit-Reset": {
+                "$ref": "#/components/headers/RateLimitReset"
+              }
+            },
             "content": {
               "application/json": {
                 "schema": {
@@ -1218,6 +1240,17 @@
         "responses": {
           "200": {
             "description": "Workflow details including input field definitions.",
+            "headers": {
+              "X-RateLimit-Limit": {
+                "$ref": "#/components/headers/RateLimitLimit"
+              },
+              "X-RateLimit-Remaining": {
+                "$ref": "#/components/headers/RateLimitRemaining"
+              },
+              "X-RateLimit-Reset": {
+                "$ref": "#/components/headers/RateLimitReset"
+              }
+            },
             "content": {
               "application/json": {
                 "schema": {
@@ -1287,6 +1320,17 @@
         "responses": {
           "200": {
             "description": "The workflow export envelope.",
+            "headers": {
+              "X-RateLimit-Limit": {
+                "$ref": "#/components/headers/RateLimitLimit"
+              },
+              "X-RateLimit-Remaining": {
+                "$ref": "#/components/headers/RateLimitRemaining"
+              },
+              "X-RateLimit-Reset": {
+                "$ref": "#/components/headers/RateLimitReset"
+              }
+            },
             "content": {
               "application/json": {
                 "schema": {
@@ -1400,6 +1444,17 @@
         "responses": {
           "200": {
             "description": "Workflow deployed successfully.",
+            "headers": {
+              "X-RateLimit-Limit": {
+                "$ref": "#/components/headers/RateLimitLimit"
+              },
+              "X-RateLimit-Remaining": {
+                "$ref": "#/components/headers/RateLimitRemaining"
+              },
+              "X-RateLimit-Reset": {
+                "$ref": "#/components/headers/RateLimitReset"
+              }
+            },
             "content": {
               "application/json": {
                 "schema": {
@@ -1485,6 +1540,17 @@
         "responses": {
           "200": {
             "description": "Workflow undeployed successfully.",
+            "headers": {
+              "X-RateLimit-Limit": {
+                "$ref": "#/components/headers/RateLimitLimit"
+              },
+              "X-RateLimit-Remaining": {
+                "$ref": "#/components/headers/RateLimitRemaining"
+              },
+              "X-RateLimit-Reset": {
+                "$ref": "#/components/headers/RateLimitReset"
+              }
+            },
             "content": {
               "application/json": {
                 "schema": {
@@ -1591,6 +1657,17 @@
         "responses": {
           "200": {
             "description": "Workflow rolled back successfully.",
+            "headers": {
+              "X-RateLimit-Limit": {
+                "$ref": "#/components/headers/RateLimitLimit"
+              },
+              "X-RateLimit-Remaining": {
+                "$ref": "#/components/headers/RateLimitRemaining"
+              },
+              "X-RateLimit-Reset": {
+                "$ref": "#/components/headers/RateLimitReset"
+              }
+            },
             "content": {
               "application/json": {
                 "schema": {
@@ -1877,6 +1954,17 @@
         "responses": {
           "200": {
             "description": "A paginated list of execution logs matching the filter criteria.",
+            "headers": {
+              "X-RateLimit-Limit": {
+                "$ref": "#/components/headers/RateLimitLimit"
+              },
+              "X-RateLimit-Remaining": {
+                "$ref": "#/components/headers/RateLimitRemaining"
+              },
+              "X-RateLimit-Reset": {
+                "$ref": "#/components/headers/RateLimitReset"
+              }
+            },
             "content": {
               "application/json": {
                 "schema": {
@@ -1955,6 +2043,17 @@
         "responses": {
           "200": {
             "description": "Detailed log entry with full execution data and cost breakdown.",
+            "headers": {
+              "X-RateLimit-Limit": {
+                "$ref": "#/components/headers/RateLimitLimit"
+              },
+              "X-RateLimit-Remaining": {
+                "$ref": "#/components/headers/RateLimitRemaining"
+              },
+              "X-RateLimit-Reset": {
+                "$ref": "#/components/headers/RateLimitReset"
+              }
+            },
             "content": {
               "application/json": {
                 "schema": {
@@ -2026,6 +2125,17 @@
         "responses": {
           "200": {
             "description": "Full execution state snapshot with workflow state and metadata.",
+            "headers": {
+              "X-RateLimit-Limit": {
+                "$ref": "#/components/headers/RateLimitLimit"
+              },
+              "X-RateLimit-Remaining": {
+                "$ref": "#/components/headers/RateLimitRemaining"
+              },
+              "X-RateLimit-Reset": {
+                "$ref": "#/components/headers/RateLimitReset"
+              }
+            },
             "content": {
               "application/json": {
                 "schema": {
@@ -2216,6 +2326,17 @@
         "responses": {
           "200": {
             "description": "A paginated list of audit log entries.",
+            "headers": {
+              "X-RateLimit-Limit": {
+                "$ref": "#/components/headers/RateLimitLimit"
+              },
+              "X-RateLimit-Remaining": {
+                "$ref": "#/components/headers/RateLimitRemaining"
+              },
+              "X-RateLimit-Reset": {
+                "$ref": "#/components/headers/RateLimitReset"
+              }
+            },
             "content": {
               "application/json": {
                 "schema": {
@@ -2299,6 +2420,17 @@
         "responses": {
           "200": {
             "description": "The audit log entry.",
+            "headers": {
+              "X-RateLimit-Limit": {
+                "$ref": "#/components/headers/RateLimitLimit"
+              },
+              "X-RateLimit-Remaining": {
+                "$ref": "#/components/headers/RateLimitRemaining"
+              },
+              "X-RateLimit-Reset": {
+                "$ref": "#/components/headers/RateLimitReset"
+              }
+            },
             "content": {
               "application/json": {
                 "schema": {
@@ -2423,6 +2555,17 @@
         "responses": {
           "200": {
             "description": "List of tables in the workspace.",
+            "headers": {
+              "X-RateLimit-Limit": {
+                "$ref": "#/components/headers/RateLimitLimit"
+              },
+              "X-RateLimit-Remaining": {
+                "$ref": "#/components/headers/RateLimitRemaining"
+              },
+              "X-RateLimit-Reset": {
+                "$ref": "#/components/headers/RateLimitReset"
+              }
+            },
             "content": {
               "application/json": {
                 "schema": {
@@ -2576,6 +2719,17 @@
         "responses": {
           "200": {
             "description": "Table created successfully.",
+            "headers": {
+              "X-RateLimit-Limit": {
+                "$ref": "#/components/headers/RateLimitLimit"
+              },
+              "X-RateLimit-Remaining": {
+                "$ref": "#/components/headers/RateLimitRemaining"
+              },
+              "X-RateLimit-Reset": {
+                "$ref": "#/components/headers/RateLimitReset"
+              }
+            },
             "content": {
               "application/json": {
                 "schema": {
@@ -2670,6 +2824,17 @@
         "responses": {
           "200": {
             "description": "Table details.",
+            "headers": {
+              "X-RateLimit-Limit": {
+                "$ref": "#/components/headers/RateLimitLimit"
+              },
+              "X-RateLimit-Remaining": {
+                "$ref": "#/components/headers/RateLimitRemaining"
+              },
+              "X-RateLimit-Reset": {
+                "$ref": "#/components/headers/RateLimitReset"
+              }
+            },
             "content": {
               "application/json": {
                 "schema": {
@@ -2759,6 +2924,17 @@
         "responses": {
           "200": {
             "description": "Table deleted successfully.",
+            "headers": {
+              "X-RateLimit-Limit": {
+                "$ref": "#/components/headers/RateLimitLimit"
+              },
+              "X-RateLimit-Remaining": {
+                "$ref": "#/components/headers/RateLimitRemaining"
+              },
+              "X-RateLimit-Reset": {
+                "$ref": "#/components/headers/RateLimitReset"
+              }
+            },
             "content": {
               "application/json": {
                 "schema": {
@@ -2881,6 +3057,17 @@
         "responses": {
           "200": {
             "description": "Column added successfully",
+            "headers": {
+              "X-RateLimit-Limit": {
+                "$ref": "#/components/headers/RateLimitLimit"
+              },
+              "X-RateLimit-Remaining": {
+                "$ref": "#/components/headers/RateLimitRemaining"
+              },
+              "X-RateLimit-Reset": {
+                "$ref": "#/components/headers/RateLimitReset"
+              }
+            },
             "content": {
               "application/json": {
                 "schema": {
@@ -3009,6 +3196,17 @@
         "responses": {
           "200": {
             "description": "Column updated successfully",
+            "headers": {
+              "X-RateLimit-Limit": {
+                "$ref": "#/components/headers/RateLimitLimit"
+              },
+              "X-RateLimit-Remaining": {
+                "$ref": "#/components/headers/RateLimitRemaining"
+              },
+              "X-RateLimit-Reset": {
+                "$ref": "#/components/headers/RateLimitReset"
+              }
+            },
             "content": {
               "application/json": {
                 "schema": {
@@ -3110,6 +3308,17 @@
         "responses": {
           "200": {
             "description": "Column deleted successfully",
+            "headers": {
+              "X-RateLimit-Limit": {
+                "$ref": "#/components/headers/RateLimitLimit"
+              },
+              "X-RateLimit-Remaining": {
+                "$ref": "#/components/headers/RateLimitRemaining"
+              },
+              "X-RateLimit-Reset": {
+                "$ref": "#/components/headers/RateLimitReset"
+              }
+            },
             "content": {
               "application/json": {
                 "schema": {
@@ -3228,6 +3437,17 @@
         "responses": {
           "200": {
             "description": "Rows matching the query.",
+            "headers": {
+              "X-RateLimit-Limit": {
+                "$ref": "#/components/headers/RateLimitLimit"
+              },
+              "X-RateLimit-Remaining": {
+                "$ref": "#/components/headers/RateLimitRemaining"
+              },
+              "X-RateLimit-Reset": {
+                "$ref": "#/components/headers/RateLimitReset"
+              }
+            },
             "content": {
               "application/json": {
                 "schema": {
@@ -3401,6 +3621,17 @@
         "responses": {
           "200": {
             "description": "Row(s) inserted successfully.",
+            "headers": {
+              "X-RateLimit-Limit": {
+                "$ref": "#/components/headers/RateLimitLimit"
+              },
+              "X-RateLimit-Remaining": {
+                "$ref": "#/components/headers/RateLimitRemaining"
+              },
+              "X-RateLimit-Reset": {
+                "$ref": "#/components/headers/RateLimitReset"
+              }
+            },
             "content": {
               "application/json": {
                 "schema": {
@@ -3635,6 +3866,17 @@
         "responses": {
           "200": {
             "description": "Rows deleted.",
+            "headers": {
+              "X-RateLimit-Limit": {
+                "$ref": "#/components/headers/RateLimitLimit"
+              },
+              "X-RateLimit-Remaining": {
+                "$ref": "#/components/headers/RateLimitRemaining"
+              },
+              "X-RateLimit-Reset": {
+                "$ref": "#/components/headers/RateLimitReset"
+              }
+            },
             "content": {
               "application/json": {
                 "schema": {
@@ -3832,6 +4074,17 @@
         "responses": {
           "200": {
             "description": "Row data.",
+            "headers": {
+              "X-RateLimit-Limit": {
+                "$ref": "#/components/headers/RateLimitLimit"
+              },
+              "X-RateLimit-Remaining": {
+                "$ref": "#/components/headers/RateLimitRemaining"
+              },
+              "X-RateLimit-Reset": {
+                "$ref": "#/components/headers/RateLimitReset"
+              }
+            },
             "content": {
               "application/json": {
                 "schema": {
@@ -3940,6 +4193,17 @@
         "responses": {
           "200": {
             "description": "Row updated.",
+            "headers": {
+              "X-RateLimit-Limit": {
+                "$ref": "#/components/headers/RateLimitLimit"
+              },
+              "X-RateLimit-Remaining": {
+                "$ref": "#/components/headers/RateLimitRemaining"
+              },
+              "X-RateLimit-Reset": {
+                "$ref": "#/components/headers/RateLimitReset"
+              }
+            },
             "content": {
               "application/json": {
                 "schema": {
@@ -4025,6 +4289,17 @@
         "responses": {
           "200": {
             "description": "Row deleted.",
+            "headers": {
+              "X-RateLimit-Limit": {
+                "$ref": "#/components/headers/RateLimitLimit"
+              },
+              "X-RateLimit-Remaining": {
+                "$ref": "#/components/headers/RateLimitRemaining"
+              },
+              "X-RateLimit-Reset": {
+                "$ref": "#/components/headers/RateLimitReset"
+              }
+            },
             "content": {
               "application/json": {
                 "schema": {
@@ -4153,6 +4428,17 @@
         "responses": {
           "200": {
             "description": "Row upserted successfully.",
+            "headers": {
+              "X-RateLimit-Limit": {
+                "$ref": "#/components/headers/RateLimitLimit"
+              },
+              "X-RateLimit-Remaining": {
+                "$ref": "#/components/headers/RateLimitRemaining"
+              },
+              "X-RateLimit-Reset": {
+                "$ref": "#/components/headers/RateLimitReset"
+              }
+            },
             "content": {
               "application/json": {
                 "schema": {
@@ -4242,6 +4528,17 @@
         "responses": {
           "200": {
             "description": "List of workspace files.",
+            "headers": {
+              "X-RateLimit-Limit": {
+                "$ref": "#/components/headers/RateLimitLimit"
+              },
+              "X-RateLimit-Remaining": {
+                "$ref": "#/components/headers/RateLimitRemaining"
+              },
+              "X-RateLimit-Reset": {
+                "$ref": "#/components/headers/RateLimitReset"
+              }
+            },
             "content": {
               "application/json": {
                 "schema": {
@@ -4342,6 +4639,17 @@
         "responses": {
           "200": {
             "description": "File uploaded successfully.",
+            "headers": {
+              "X-RateLimit-Limit": {
+                "$ref": "#/components/headers/RateLimitLimit"
+              },
+              "X-RateLimit-Remaining": {
+                "$ref": "#/components/headers/RateLimitRemaining"
+              },
+              "X-RateLimit-Reset": {
+                "$ref": "#/components/headers/RateLimitReset"
+              }
+            },
             "content": {
               "application/json": {
                 "schema": {
@@ -4489,6 +4797,15 @@
                   "type": "string",
                   "format": "date-time"
                 }
+              },
+              "X-RateLimit-Limit": {
+                "$ref": "#/components/headers/RateLimitLimit"
+              },
+              "X-RateLimit-Remaining": {
+                "$ref": "#/components/headers/RateLimitRemaining"
+              },
+              "X-RateLimit-Reset": {
+                "$ref": "#/components/headers/RateLimitReset"
               }
             },
             "content": {
@@ -4548,6 +4865,17 @@
         "responses": {
           "200": {
             "description": "File deleted successfully.",
+            "headers": {
+              "X-RateLimit-Limit": {
+                "$ref": "#/components/headers/RateLimitLimit"
+              },
+              "X-RateLimit-Remaining": {
+                "$ref": "#/components/headers/RateLimitRemaining"
+              },
+              "X-RateLimit-Reset": {
+                "$ref": "#/components/headers/RateLimitReset"
+              }
+            },
             "content": {
               "application/json": {
                 "schema": {
@@ -4618,6 +4946,17 @@
         "responses": {
           "200": {
             "description": "List of knowledge bases in the workspace.",
+            "headers": {
+              "X-RateLimit-Limit": {
+                "$ref": "#/components/headers/RateLimitLimit"
+              },
+              "X-RateLimit-Remaining": {
+                "$ref": "#/components/headers/RateLimitRemaining"
+              },
+              "X-RateLimit-Reset": {
+                "$ref": "#/components/headers/RateLimitReset"
+              }
+            },
             "content": {
               "application/json": {
                 "schema": {
@@ -4733,6 +5072,17 @@
         "responses": {
           "200": {
             "description": "Knowledge base created successfully.",
+            "headers": {
+              "X-RateLimit-Limit": {
+                "$ref": "#/components/headers/RateLimitLimit"
+              },
+              "X-RateLimit-Remaining": {
+                "$ref": "#/components/headers/RateLimitRemaining"
+              },
+              "X-RateLimit-Reset": {
+                "$ref": "#/components/headers/RateLimitReset"
+              }
+            },
             "content": {
               "application/json": {
                 "schema": {
@@ -4824,6 +5174,17 @@
         "responses": {
           "200": {
             "description": "Knowledge base details.",
+            "headers": {
+              "X-RateLimit-Limit": {
+                "$ref": "#/components/headers/RateLimitLimit"
+              },
+              "X-RateLimit-Remaining": {
+                "$ref": "#/components/headers/RateLimitRemaining"
+              },
+              "X-RateLimit-Reset": {
+                "$ref": "#/components/headers/RateLimitReset"
+              }
+            },
             "content": {
               "application/json": {
                 "schema": {
@@ -4943,6 +5304,17 @@
         "responses": {
           "200": {
             "description": "Knowledge base updated successfully.",
+            "headers": {
+              "X-RateLimit-Limit": {
+                "$ref": "#/components/headers/RateLimitLimit"
+              },
+              "X-RateLimit-Remaining": {
+                "$ref": "#/components/headers/RateLimitRemaining"
+              },
+              "X-RateLimit-Reset": {
+                "$ref": "#/components/headers/RateLimitReset"
+              }
+            },
             "content": {
               "application/json": {
                 "schema": {
@@ -5034,6 +5406,17 @@
         "responses": {
           "200": {
             "description": "Knowledge base deleted successfully.",
+            "headers": {
+              "X-RateLimit-Limit": {
+                "$ref": "#/components/headers/RateLimitLimit"
+              },
+              "X-RateLimit-Remaining": {
+                "$ref": "#/components/headers/RateLimitRemaining"
+              },
+              "X-RateLimit-Reset": {
+                "$ref": "#/components/headers/RateLimitReset"
+              }
+            },
             "content": {
               "application/json": {
                 "schema": {
@@ -5177,6 +5560,17 @@
         "responses": {
           "200": {
             "description": "List of documents.",
+            "headers": {
+              "X-RateLimit-Limit": {
+                "$ref": "#/components/headers/RateLimitLimit"
+              },
+              "X-RateLimit-Remaining": {
+                "$ref": "#/components/headers/RateLimitRemaining"
+              },
+              "X-RateLimit-Reset": {
+                "$ref": "#/components/headers/RateLimitReset"
+              }
+            },
             "content": {
               "application/json": {
                 "schema": {
@@ -5317,6 +5711,17 @@
         "responses": {
           "200": {
             "description": "Document uploaded successfully. Processing will begin shortly.",
+            "headers": {
+              "X-RateLimit-Limit": {
+                "$ref": "#/components/headers/RateLimitLimit"
+              },
+              "X-RateLimit-Remaining": {
+                "$ref": "#/components/headers/RateLimitRemaining"
+              },
+              "X-RateLimit-Reset": {
+                "$ref": "#/components/headers/RateLimitReset"
+              }
+            },
             "content": {
               "application/json": {
                 "schema": {
@@ -5469,6 +5874,17 @@
         "responses": {
           "200": {
             "description": "Document details.",
+            "headers": {
+              "X-RateLimit-Limit": {
+                "$ref": "#/components/headers/RateLimitLimit"
+              },
+              "X-RateLimit-Remaining": {
+                "$ref": "#/components/headers/RateLimitRemaining"
+              },
+              "X-RateLimit-Reset": {
+                "$ref": "#/components/headers/RateLimitReset"
+              }
+            },
             "content": {
               "application/json": {
                 "schema": {
@@ -5564,6 +5980,17 @@
         "responses": {
           "200": {
             "description": "Document deleted successfully.",
+            "headers": {
+              "X-RateLimit-Limit": {
+                "$ref": "#/components/headers/RateLimitLimit"
+              },
+              "X-RateLimit-Remaining": {
+                "$ref": "#/components/headers/RateLimitRemaining"
+              },
+              "X-RateLimit-Reset": {
+                "$ref": "#/components/headers/RateLimitReset"
+              }
+            },
             "content": {
               "application/json": {
                 "schema": {
@@ -5683,6 +6110,17 @@
         "responses": {
           "200": {
             "description": "Search results.",
+            "headers": {
+              "X-RateLimit-Limit": {
+                "$ref": "#/components/headers/RateLimitLimit"
+              },
+              "X-RateLimit-Remaining": {
+                "$ref": "#/components/headers/RateLimitRemaining"
+              },
+              "X-RateLimit-Reset": {
+                "$ref": "#/components/headers/RateLimitReset"
+              }
+            },
             "content": {
               "application/json": {
                 "schema": {
@@ -7762,13 +8200,22 @@
         }
       },
       "RateLimited": {
-        "description": "Rate limit exceeded. Wait for the duration specified in the Retry-After header before retrying.",
+        "description": "Rate limit exceeded. Wait for the duration specified in the Retry-After header before retrying. The X-RateLimit-* headers accompany every response from an authenticated v1 request \u2014 success and error alike \u2014 and are omitted only when the request fails authentication, since no rate-limit bucket is consulted in that case.",
         "headers": {
           "Retry-After": {
             "description": "Number of seconds to wait before retrying the request.",
             "schema": {
               "type": "integer"
             }
+          },
+          "X-RateLimit-Limit": {
+            "$ref": "#/components/headers/RateLimitLimit"
+          },
+          "X-RateLimit-Remaining": {
+            "$ref": "#/components/headers/RateLimitRemaining"
+          },
+          "X-RateLimit-Reset": {
+            "$ref": "#/components/headers/RateLimitReset"
           }
         },
         "content": {
@@ -7833,6 +8280,30 @@
           }
         }
       }
+    },
+    "headers": {
+      "RateLimitLimit": {
+        "description": "Maximum number of requests the bucket holds \u2014 its burst capacity, which is the per-minute allowance for your plan multiplied by a burst factor. `X-RateLimit-Remaining` counts down from this value, so `X-RateLimit-Limit - X-RateLimit-Remaining` is the number of requests currently consumed.",
+        "schema": {
+          "type": "integer",
+          "example": 400
+        }
+      },
+      "RateLimitRemaining": {
+        "description": "Requests still available in the current bucket. Never exceeds `X-RateLimit-Limit`.",
+        "schema": {
+          "type": "integer",
+          "example": 399
+        }
+      },
+      "RateLimitReset": {
+        "description": "ISO 8601 timestamp at which the bucket refills.",
+        "schema": {
+          "type": "string",
+          "format": "date-time",
+          "example": "2026-07-28T18:28:48.354Z"
+        }
+      }
     }
   }
 }
diff --git a/apps/realtime/src/database/operations.ts b/apps/realtime/src/database/operations.ts
index 697ba4099c0..cec1c8c0ba4 100644
--- a/apps/realtime/src/database/operations.ts
+++ b/apps/realtime/src/database/operations.ts
@@ -214,6 +214,8 @@ const socketDb = drizzle(
   instrumentPoolClient(
     postgres(connectionString, {
       prepare: false,
+      // See `packages/db/db.ts` — skips the per-connection pg_type roundtrip.
+      fetch_types: false,
       idle_timeout: 10,
       connect_timeout: 20,
       max: 10,
diff --git a/apps/sim/app/api/v1/audit-logs/route.test.ts b/apps/sim/app/api/v1/audit-logs/route.test.ts
index 336f50371c1..9fa39f447eb 100644
--- a/apps/sim/app/api/v1/audit-logs/route.test.ts
+++ b/apps/sim/app/api/v1/audit-logs/route.test.ts
@@ -26,6 +26,8 @@ const {
 vi.mock('@/app/api/v1/middleware', () => ({
   checkRateLimit: mockCheckRateLimit,
   createRateLimitResponse: vi.fn(),
+  v1ValidationErrorResponse: (e: { issues: unknown[] }) =>
+    NextResponse.json({ error: 'Validation error', details: e.issues }, { status: 400 }),
 }))
 
 vi.mock('@/app/api/v1/audit-logs/auth', () => ({
diff --git a/apps/sim/app/api/v1/audit-logs/route.ts b/apps/sim/app/api/v1/audit-logs/route.ts
index 227cb7f8e64..c6eca39ffe2 100644
--- a/apps/sim/app/api/v1/audit-logs/route.ts
+++ b/apps/sim/app/api/v1/audit-logs/route.ts
@@ -24,7 +24,7 @@ import { getErrorMessage } from '@sim/utils/errors'
 import { generateId } from '@sim/utils/id'
 import { type NextRequest, NextResponse } from 'next/server'
 import { v1ListAuditLogsContract } from '@/lib/api/contracts/v1/audit-logs'
-import { getValidationErrorMessage, parseRequest } from '@/lib/api/server'
+import { parseRequest } from '@/lib/api/server'
 import { withRouteHandler } from '@/lib/core/utils/with-route-handler'
 import { validateEnterpriseAuditAccess } from '@/app/api/v1/audit-logs/auth'
 import { formatAuditLogEntry } from '@/app/api/v1/audit-logs/format'
@@ -35,7 +35,11 @@ import {
   queryAuditLogs,
 } from '@/app/api/v1/audit-logs/query'
 import { createApiResponse, getUserLimits } from '@/app/api/v1/logs/meta'
-import { checkRateLimit, createRateLimitResponse } from '@/app/api/v1/middleware'
+import {
+  checkRateLimit,
+  createRateLimitResponse,
+  v1ValidationErrorResponse,
+} from '@/app/api/v1/middleware'
 
 const logger = createLogger('V1AuditLogsAPI')
 
@@ -65,14 +69,7 @@ export const GET = withRouteHandler(async (request: NextRequest) => {
       request,
       {},
       {
-        validationErrorResponse: (error) =>
-          NextResponse.json(
-            {
-              error: getValidationErrorMessage(error, 'Invalid parameters'),
-              details: error.issues,
-            },
-            { status: 400 }
-          ),
+        validationErrorResponse: (error) => v1ValidationErrorResponse(error, 'Invalid parameters'),
       }
     )
     if (!parsed.success) return parsed.response
diff --git a/apps/sim/app/api/v1/files/[fileId]/route.test.ts b/apps/sim/app/api/v1/files/[fileId]/route.test.ts
index 9a85c408bb1..34cbd6a1e79 100644
--- a/apps/sim/app/api/v1/files/[fileId]/route.test.ts
+++ b/apps/sim/app/api/v1/files/[fileId]/route.test.ts
@@ -20,6 +20,8 @@ vi.mock('@/app/api/v1/middleware', () => ({
   checkRateLimit: mockCheckRateLimit,
   createRateLimitResponse: () => new Response('rate limited', { status: 429 }),
   validateWorkspaceAccess: mockValidateWorkspaceAccess,
+  v1ValidationErrorResponse: (e: { issues: unknown[] }) =>
+    NextResponse.json({ error: 'Validation error', details: e.issues }, { status: 400 }),
 }))
 vi.mock('@/lib/uploads/contexts/workspace', () => ({
   getWorkspaceFile: mockGetWorkspaceFile,
diff --git a/apps/sim/app/api/v1/files/[fileId]/route.ts b/apps/sim/app/api/v1/files/[fileId]/route.ts
index ee5c13c3509..89c63c37d31 100644
--- a/apps/sim/app/api/v1/files/[fileId]/route.ts
+++ b/apps/sim/app/api/v1/files/[fileId]/route.ts
@@ -15,6 +15,7 @@ import { performDeleteWorkspaceFileItems } from '@/lib/workspace-files/orchestra
 import {
   checkRateLimit,
   createRateLimitResponse,
+  v1ValidationErrorResponse,
   validateWorkspaceAccess,
 } from '@/app/api/v1/middleware'
 
@@ -38,7 +39,9 @@ export const GET = withRouteHandler(async (request: NextRequest, context: FileRo
     }
 
     const userId = rateLimit.userId!
-    const parsed = await parseRequest(v1DownloadFileContract, request, context)
+    const parsed = await parseRequest(v1DownloadFileContract, request, context, {
+      validationErrorResponse: v1ValidationErrorResponse,
+    })
     if (!parsed.success) return parsed.response
 
     const { fileId } = parsed.data.params
@@ -119,7 +122,9 @@ export const DELETE = withRouteHandler(async (request: NextRequest, context: Fil
     }
 
     const userId = rateLimit.userId!
-    const parsed = await parseRequest(v1DeleteFileContract, request, context)
+    const parsed = await parseRequest(v1DeleteFileContract, request, context, {
+      validationErrorResponse: v1ValidationErrorResponse,
+    })
     if (!parsed.success) return parsed.response
 
     const { fileId } = parsed.data.params
diff --git a/apps/sim/app/api/v1/files/route.ts b/apps/sim/app/api/v1/files/route.ts
index 350a2080c72..c101b8cf597 100644
--- a/apps/sim/app/api/v1/files/route.ts
+++ b/apps/sim/app/api/v1/files/route.ts
@@ -22,6 +22,7 @@ import {
   checkRateLimit,
   checkWorkspaceScope,
   createRateLimitResponse,
+  v1ValidationErrorResponse,
   validateWorkspaceAccess,
 } from '@/app/api/v1/middleware'
 
@@ -43,7 +44,14 @@ export const GET = withRouteHandler(async (request: NextRequest) => {
     }
 
     const userId = rateLimit.userId!
-    const parsed = await parseRequest(v1ListFilesContract, request, {})
+    const parsed = await parseRequest(
+      v1ListFilesContract,
+      request,
+      {},
+      {
+        validationErrorResponse: v1ValidationErrorResponse,
+      }
+    )
     if (!parsed.success) return parsed.response
 
     const { workspaceId } = parsed.data.query
diff --git a/apps/sim/app/api/v1/knowledge/[id]/documents/[documentId]/route.ts b/apps/sim/app/api/v1/knowledge/[id]/documents/[documentId]/route.ts
index ae67288f2ab..94c4832f265 100644
--- a/apps/sim/app/api/v1/knowledge/[id]/documents/[documentId]/route.ts
+++ b/apps/sim/app/api/v1/knowledge/[id]/documents/[documentId]/route.ts
@@ -11,7 +11,7 @@ import { parseRequest } from '@/lib/api/server'
 import { withRouteHandler } from '@/lib/core/utils/with-route-handler'
 import { deleteDocument } from '@/lib/knowledge/documents/service'
 import { handleError, resolveKnowledgeBase, serializeDate } from '@/app/api/v1/knowledge/utils'
-import { authenticateRequest } from '@/app/api/v1/middleware'
+import { authenticateRequest, v1ValidationErrorResponse } from '@/app/api/v1/middleware'
 
 export const dynamic = 'force-dynamic'
 export const revalidate = 0
@@ -28,7 +28,9 @@ export const GET = withRouteHandler(
     const { requestId, userId, rateLimit } = auth
 
     try {
-      const parsed = await parseRequest(v1GetKnowledgeDocumentContract, request, context)
+      const parsed = await parseRequest(v1GetKnowledgeDocumentContract, request, context, {
+        validationErrorResponse: v1ValidationErrorResponse,
+      })
       if (!parsed.success) return parsed.response
       const { id: knowledgeBaseId, documentId } = parsed.data.params
 
@@ -117,7 +119,9 @@ export const DELETE = withRouteHandler(
     const { requestId, userId, rateLimit } = auth
 
     try {
-      const parsed = await parseRequest(v1DeleteKnowledgeDocumentContract, request, context)
+      const parsed = await parseRequest(v1DeleteKnowledgeDocumentContract, request, context, {
+        validationErrorResponse: v1ValidationErrorResponse,
+      })
       if (!parsed.success) return parsed.response
       const { id: knowledgeBaseId, documentId } = parsed.data.params
 
diff --git a/apps/sim/app/api/v1/knowledge/[id]/documents/route.test.ts b/apps/sim/app/api/v1/knowledge/[id]/documents/route.test.ts
index ab80d99c890..18898d704af 100644
--- a/apps/sim/app/api/v1/knowledge/[id]/documents/route.test.ts
+++ b/apps/sim/app/api/v1/knowledge/[id]/documents/route.test.ts
@@ -46,6 +46,8 @@ const SYSTEM_BILLING_ATTRIBUTION = {
 
 vi.mock('@/app/api/v1/middleware', () => ({
   authenticateRequest: mockAuthenticateRequest,
+  v1ValidationErrorResponse: (e: { issues: unknown[] }) =>
+    NextResponse.json({ error: 'Validation error', details: e.issues }, { status: 400 }),
 }))
 
 vi.mock('@/app/api/v1/knowledge/utils', () => ({
diff --git a/apps/sim/app/api/v1/knowledge/[id]/documents/route.ts b/apps/sim/app/api/v1/knowledge/[id]/documents/route.ts
index 0b1c096ad96..dfd08d4c892 100644
--- a/apps/sim/app/api/v1/knowledge/[id]/documents/route.ts
+++ b/apps/sim/app/api/v1/knowledge/[id]/documents/route.ts
@@ -26,7 +26,7 @@ import type { DocumentSortField, SortOrder } from '@/lib/knowledge/documents/typ
 import { uploadWorkspaceFile } from '@/lib/uploads/contexts/workspace'
 import { validateFileType } from '@/lib/uploads/utils/validation'
 import { handleError, resolveKnowledgeBase, serializeDate } from '@/app/api/v1/knowledge/utils'
-import { authenticateRequest } from '@/app/api/v1/middleware'
+import { authenticateRequest, v1ValidationErrorResponse } from '@/app/api/v1/middleware'
 
 export const dynamic = 'force-dynamic'
 export const revalidate = 0
@@ -44,7 +44,9 @@ export const GET = withRouteHandler(async (request: NextRequest, context: Docume
   const { requestId, userId, rateLimit } = auth
 
   try {
-    const parsed = await parseRequest(v1ListKnowledgeDocumentsContract, request, context)
+    const parsed = await parseRequest(v1ListKnowledgeDocumentsContract, request, context, {
+      validationErrorResponse: v1ValidationErrorResponse,
+    })
     if (!parsed.success) return parsed.response
 
     const { workspaceId, limit, offset, search, enabledFilter, sortBy, sortOrder } =
@@ -99,7 +101,9 @@ export const POST = withRouteHandler(
     const { requestId, userId, rateLimit } = auth
 
     try {
-      const parsed = await parseRequest(v1UploadKnowledgeDocumentContract, request, context)
+      const parsed = await parseRequest(v1UploadKnowledgeDocumentContract, request, context, {
+        validationErrorResponse: v1ValidationErrorResponse,
+      })
       if (!parsed.success) return parsed.response
       const { id: knowledgeBaseId } = parsed.data.params
 
diff --git a/apps/sim/app/api/v1/knowledge/[id]/route.ts b/apps/sim/app/api/v1/knowledge/[id]/route.ts
index b47241f0199..8dbb280559f 100644
--- a/apps/sim/app/api/v1/knowledge/[id]/route.ts
+++ b/apps/sim/app/api/v1/knowledge/[id]/route.ts
@@ -13,7 +13,7 @@ import {
   handleError,
   resolveKnowledgeBase,
 } from '@/app/api/v1/knowledge/utils'
-import { authenticateRequest } from '@/app/api/v1/middleware'
+import { authenticateRequest, v1ValidationErrorResponse } from '@/app/api/v1/middleware'
 
 export const dynamic = 'force-dynamic'
 export const revalidate = 0
@@ -29,7 +29,9 @@ export const GET = withRouteHandler(async (request: NextRequest, context: Knowle
   const { requestId, userId, rateLimit } = auth
 
   try {
-    const parsed = await parseRequest(v1GetKnowledgeBaseContract, request, context)
+    const parsed = await parseRequest(v1GetKnowledgeBaseContract, request, context, {
+      validationErrorResponse: v1ValidationErrorResponse,
+    })
     if (!parsed.success) return parsed.response
 
     const { id } = parsed.data.params
@@ -54,7 +56,9 @@ export const PUT = withRouteHandler(async (request: NextRequest, context: Knowle
   const { requestId, userId, rateLimit } = auth
 
   try {
-    const parsed = await parseRequest(v1UpdateKnowledgeBaseContract, request, context)
+    const parsed = await parseRequest(v1UpdateKnowledgeBaseContract, request, context, {
+      validationErrorResponse: v1ValidationErrorResponse,
+    })
     if (!parsed.success) return parsed.response
 
     const { id } = parsed.data.params
@@ -106,7 +110,9 @@ export const DELETE = withRouteHandler(
     const { requestId, userId, rateLimit } = auth
 
     try {
-      const parsed = await parseRequest(v1DeleteKnowledgeBaseContract, request, context)
+      const parsed = await parseRequest(v1DeleteKnowledgeBaseContract, request, context, {
+        validationErrorResponse: v1ValidationErrorResponse,
+      })
       if (!parsed.success) return parsed.response
 
       const { id } = parsed.data.params
diff --git a/apps/sim/app/api/v1/knowledge/route.ts b/apps/sim/app/api/v1/knowledge/route.ts
index 04e9d5f5800..5b608484025 100644
--- a/apps/sim/app/api/v1/knowledge/route.ts
+++ b/apps/sim/app/api/v1/knowledge/route.ts
@@ -9,7 +9,11 @@ import { withRouteHandler } from '@/lib/core/utils/with-route-handler'
 import { EMBEDDING_DIMENSIONS, getConfiguredEmbeddingModel } from '@/lib/knowledge/embeddings'
 import { createKnowledgeBase, getKnowledgeBases } from '@/lib/knowledge/service'
 import { formatKnowledgeBase, handleError } from '@/app/api/v1/knowledge/utils'
-import { authenticateRequest, validateWorkspaceAccess } from '@/app/api/v1/middleware'
+import {
+  authenticateRequest,
+  v1ValidationErrorResponse,
+  validateWorkspaceAccess,
+} from '@/app/api/v1/middleware'
 
 export const dynamic = 'force-dynamic'
 export const revalidate = 0
@@ -21,7 +25,14 @@ export const GET = withRouteHandler(async (request: NextRequest) => {
   const { requestId, userId, rateLimit } = auth
 
   try {
-    const parsed = await parseRequest(v1ListKnowledgeBasesContract, request, {})
+    const parsed = await parseRequest(
+      v1ListKnowledgeBasesContract,
+      request,
+      {},
+      {
+        validationErrorResponse: v1ValidationErrorResponse,
+      }
+    )
     if (!parsed.success) return parsed.response
 
     const { workspaceId } = parsed.data.query
@@ -50,7 +61,14 @@ export const POST = withRouteHandler(async (request: NextRequest) => {
   const { requestId, userId, rateLimit } = auth
 
   try {
-    const parsed = await parseRequest(v1CreateKnowledgeBaseContract, request, {})
+    const parsed = await parseRequest(
+      v1CreateKnowledgeBaseContract,
+      request,
+      {},
+      {
+        validationErrorResponse: v1ValidationErrorResponse,
+      }
+    )
     if (!parsed.success) return parsed.response
 
     const { workspaceId, name, description, chunkingConfig } = parsed.data.body
diff --git a/apps/sim/app/api/v1/knowledge/search/route.test.ts b/apps/sim/app/api/v1/knowledge/search/route.test.ts
index 9c423d1b2d9..978fbfdf751 100644
--- a/apps/sim/app/api/v1/knowledge/search/route.test.ts
+++ b/apps/sim/app/api/v1/knowledge/search/route.test.ts
@@ -78,6 +78,8 @@ vi.mock('@/lib/knowledge/embeddings', () => ({
 vi.mock('@/app/api/v1/middleware', () => ({
   authenticateRequest: mockAuthenticateRequest,
   validateWorkspaceAccess: mockValidateWorkspaceAccess,
+  v1ValidationErrorResponse: (e: { issues: unknown[] }) =>
+    NextResponse.json({ error: 'Validation error', details: e.issues }, { status: 400 }),
 }))
 
 vi.mock('@/app/api/v1/knowledge/utils', () => ({
diff --git a/apps/sim/app/api/v1/knowledge/search/route.ts b/apps/sim/app/api/v1/knowledge/search/route.ts
index 36dc7558214..3ac848b303d 100644
--- a/apps/sim/app/api/v1/knowledge/search/route.ts
+++ b/apps/sim/app/api/v1/knowledge/search/route.ts
@@ -23,7 +23,11 @@ import {
 } from '@/app/api/knowledge/search/utils'
 import { checkKnowledgeBaseAccess, type KnowledgeBaseAccessResult } from '@/app/api/knowledge/utils'
 import { handleError } from '@/app/api/v1/knowledge/utils'
-import { authenticateRequest, validateWorkspaceAccess } from '@/app/api/v1/middleware'
+import {
+  authenticateRequest,
+  v1ValidationErrorResponse,
+  validateWorkspaceAccess,
+} from '@/app/api/v1/middleware'
 
 export const dynamic = 'force-dynamic'
 export const revalidate = 0
@@ -35,7 +39,14 @@ export const POST = withRouteHandler(async (request: NextRequest) => {
   const { requestId, userId, rateLimit } = auth
 
   try {
-    const parsed = await parseRequest(v1KnowledgeSearchContract, request, {})
+    const parsed = await parseRequest(
+      v1KnowledgeSearchContract,
+      request,
+      {},
+      {
+        validationErrorResponse: v1ValidationErrorResponse,
+      }
+    )
     if (!parsed.success) return parsed.response
 
     const { workspaceId, topK, query, tagFilters } = parsed.data.body
diff --git a/apps/sim/app/api/v1/logs/meta.ts b/apps/sim/app/api/v1/logs/meta.ts
index 1db305e1e25..47d374c7a8d 100644
--- a/apps/sim/app/api/v1/logs/meta.ts
+++ b/apps/sim/app/api/v1/logs/meta.ts
@@ -1,3 +1,4 @@
+import { buildRateLimitHeaders } from '@/lib/api/server/rate-limit-context'
 import { checkServerSideUsageLimits } from '@/lib/billing'
 import { getHighestPrioritySubscription } from '@/lib/billing/core/subscription'
 import { getEffectiveCurrentPeriodCost } from '@/lib/billing/core/usage'
@@ -74,9 +75,7 @@ export function createApiResponse<T>(
       limits,
     },
     headers: {
-      'X-RateLimit-Limit': apiRateLimit.limit.toString(),
-      'X-RateLimit-Remaining': apiRateLimit.remaining.toString(),
-      'X-RateLimit-Reset': apiRateLimit.resetAt.toISOString(),
+      ...buildRateLimitHeaders(apiRateLimit),
     },
   }
 }
diff --git a/apps/sim/app/api/v1/logs/route.ts b/apps/sim/app/api/v1/logs/route.ts
index bd6a2185dd5..be40f9ae2dd 100644
--- a/apps/sim/app/api/v1/logs/route.ts
+++ b/apps/sim/app/api/v1/logs/route.ts
@@ -5,7 +5,7 @@ import { generateId } from '@sim/utils/id'
 import { eq, sql } from 'drizzle-orm'
 import { type NextRequest, NextResponse } from 'next/server'
 import { v1ListLogsContract } from '@/lib/api/contracts/v1/logs'
-import { getValidationErrorMessage, parseRequest } from '@/lib/api/server'
+import { parseRequest } from '@/lib/api/server'
 import { MATERIALIZE_CONCURRENCY, mapWithConcurrency } from '@/lib/core/utils/concurrency'
 import { withRouteHandler } from '@/lib/core/utils/with-route-handler'
 import { materializeExecutionData } from '@/lib/logs/execution/trace-store'
@@ -14,6 +14,7 @@ import { createApiResponse, getUserLimits } from '@/app/api/v1/logs/meta'
 import {
   checkRateLimit,
   createRateLimitResponse,
+  v1ValidationErrorResponse,
   validateWorkspaceAccess,
 } from '@/app/api/v1/middleware'
 
@@ -54,14 +55,7 @@ export const GET = withRouteHandler(async (request: NextRequest) => {
       request,
       {},
       {
-        validationErrorResponse: (error) =>
-          NextResponse.json(
-            {
-              error: getValidationErrorMessage(error, 'Invalid parameters'),
-              details: error.issues,
-            },
-            { status: 400 }
-          ),
+        validationErrorResponse: (error) => v1ValidationErrorResponse(error, 'Invalid parameters'),
       }
     )
     if (!parsed.success) return parsed.response
diff --git a/apps/sim/app/api/v1/middleware.test.ts b/apps/sim/app/api/v1/middleware.test.ts
new file mode 100644
index 00000000000..c49850c6a45
--- /dev/null
+++ b/apps/sim/app/api/v1/middleware.test.ts
@@ -0,0 +1,240 @@
+/**
+ * @vitest-environment node
+ *
+ * Pins the rate-limit headers every v1 endpoint publishes. `X-RateLimit-Limit`
+ * and `X-RateLimit-Remaining` must describe the same quantity — the token
+ * bucket's capacity and the tokens left in it — or a client computing
+ * `used = limit - remaining` gets a negative number.
+ */
+
+import { createMockRequest } from '@sim/testing'
+import { beforeEach, describe, expect, it, vi } from 'vitest'
+import { z } from 'zod'
+import { workspaceIdSchema } from '@/lib/api/contracts/primitives'
+import {
+  buildRateLimitHeaders,
+  getRateLimitHeaders,
+  recordRateLimitSnapshot,
+} from '@/lib/api/server/rate-limit-context'
+
+const { mockAuthenticateV1Request, mockGetSubscription, mockCheckRateLimit, mockGetRateLimit } =
+  vi.hoisted(() => ({
+    mockAuthenticateV1Request: vi.fn(),
+    mockGetSubscription: vi.fn(),
+    mockCheckRateLimit: vi.fn(),
+    mockGetRateLimit: vi.fn(),
+  }))
+
+vi.mock('@/app/api/v1/auth', () => ({
+  authenticateV1Request: mockAuthenticateV1Request,
+}))
+
+vi.mock('@/lib/billing/core/subscription', () => ({
+  getHighestPrioritySubscription: mockGetSubscription,
+}))
+
+vi.mock('@/lib/core/rate-limiter', () => ({
+  getRateLimit: mockGetRateLimit,
+  RateLimiter: class {
+    checkRateLimitWithSubscription = mockCheckRateLimit
+  },
+}))
+
+import {
+  checkRateLimit,
+  createRateLimitResponse,
+  v1ValidationErrorResponse,
+} from '@/app/api/v1/middleware'
+
+/** Mirrors `createBucketConfig`: capacity is the per-minute rate x burst multiplier. */
+const TEAM_BUCKET = { maxTokens: 400, refillRate: 200, refillIntervalMs: 60_000 }
+
+function request() {
+  return createMockRequest('GET', undefined, {}, 'http://localhost:3000/api/v1/workflows')
+}
+
+describe('checkRateLimit', () => {
+  beforeEach(() => {
+    vi.clearAllMocks()
+    mockAuthenticateV1Request.mockResolvedValue({
+      authenticated: true,
+      userId: 'user-1',
+      keyType: 'personal',
+    })
+    mockGetSubscription.mockResolvedValue({ plan: 'team' })
+    mockGetRateLimit.mockReturnValue(TEAM_BUCKET)
+    mockCheckRateLimit.mockResolvedValue({
+      allowed: true,
+      remaining: 399,
+      resetAt: new Date('2026-07-28T18:28:48.354Z'),
+    })
+  })
+
+  it('reports the bucket capacity as the limit, not the refill rate', async () => {
+    const result = await checkRateLimit(request(), 'workflows')
+
+    expect(result.limit).toBe(TEAM_BUCKET.maxTokens)
+    expect(result.limit).not.toBe(TEAM_BUCKET.refillRate)
+  })
+
+  it('never reports more remaining than the limit', async () => {
+    const result = await checkRateLimit(request(), 'workflows')
+
+    expect(result.remaining).toBeLessThanOrEqual(result.limit)
+  })
+
+  it('reports a zero limit when authentication fails, since no bucket was consulted', async () => {
+    mockAuthenticateV1Request.mockResolvedValue({
+      authenticated: false,
+      error: 'API key required',
+    })
+
+    const result = await checkRateLimit(request(), 'workflows')
+
+    expect(result.allowed).toBe(false)
+    expect(result.limit).toBe(0)
+    expect(result.error).toBe('API key required')
+    expect(mockCheckRateLimit).not.toHaveBeenCalled()
+  })
+
+  it('reports a zero limit when the checker itself throws', async () => {
+    mockCheckRateLimit.mockRejectedValue(new Error('redis down'))
+
+    const result = await checkRateLimit(request(), 'workflows')
+
+    expect(result.allowed).toBe(false)
+    expect(result.limit).toBe(0)
+  })
+})
+
+describe('createRateLimitResponse', () => {
+  const throttled = {
+    allowed: false,
+    remaining: 0,
+    limit: 400,
+    resetAt: new Date('2026-07-28T18:28:48.354Z'),
+    retryAfterMs: 30_000,
+  }
+
+  it('publishes consistent headers on a 429', () => {
+    const response = createRateLimitResponse(throttled)
+
+    expect(response.status).toBe(429)
+    const limit = Number(response.headers.get('X-RateLimit-Limit'))
+    const remaining = Number(response.headers.get('X-RateLimit-Remaining'))
+    expect(remaining).toBeLessThanOrEqual(limit)
+    expect(response.headers.get('X-RateLimit-Reset')).toBe(throttled.resetAt.toISOString())
+    expect(response.headers.get('Retry-After')).toBe('30')
+  })
+
+  it('omits rate-limit headers on an auth failure, which never reached the bucket', async () => {
+    const response = createRateLimitResponse({
+      allowed: false,
+      remaining: 0,
+      limit: 0,
+      resetAt: new Date(),
+      error: 'API key required',
+    })
+
+    expect(response.status).toBe(401)
+    expect(response.headers.get('X-RateLimit-Limit')).toBeNull()
+    expect(response.headers.get('X-RateLimit-Remaining')).toBeNull()
+    expect(response.headers.get('X-RateLimit-Reset')).toBeNull()
+    await expect(response.json()).resolves.toEqual({ error: 'API key required' })
+  })
+})
+
+describe('v1ValidationErrorResponse', () => {
+  it('surfaces the schema message instead of a generic string', async () => {
+    const schema = z.object({ workspaceId: workspaceIdSchema })
+    const parsed = schema.safeParse({})
+
+    const response = v1ValidationErrorResponse(parsed.error!)
+    const body = await response.json()
+
+    expect(response.status).toBe(400)
+    expect(body.error).toBe('Workspace ID is required')
+    expect(Array.isArray(body.details)).toBe(true)
+  })
+
+  it('keeps the issue list alongside the message', async () => {
+    const schema = z.object({ workspaceId: workspaceIdSchema })
+    const body = await v1ValidationErrorResponse(schema.safeParse({}).error!).json()
+
+    expect(body.details[0].path).toEqual(['workspaceId'])
+  })
+})
+
+describe('rate-limit snapshot context', () => {
+  beforeEach(() => {
+    vi.clearAllMocks()
+    mockAuthenticateV1Request.mockResolvedValue({
+      authenticated: true,
+      userId: 'user-1',
+      keyType: 'personal',
+    })
+    mockGetSubscription.mockResolvedValue({ plan: 'team' })
+    mockGetRateLimit.mockReturnValue(TEAM_BUCKET)
+    mockCheckRateLimit.mockResolvedValue({
+      allowed: true,
+      remaining: 399,
+      resetAt: new Date('2026-07-28T18:28:48.354Z'),
+    })
+  })
+
+  const SNAPSHOT = {
+    limit: 400,
+    remaining: 399,
+    resetAt: new Date('2026-07-28T18:28:48.354Z'),
+  }
+
+  it('builds a consistent limit/remaining pair', () => {
+    const headers = buildRateLimitHeaders(SNAPSHOT)
+
+    expect(headers['X-RateLimit-Limit']).toBe('400')
+    expect(headers['X-RateLimit-Remaining']).toBe('399')
+    expect(Number(headers['X-RateLimit-Remaining'])).toBeLessThanOrEqual(
+      Number(headers['X-RateLimit-Limit'])
+    )
+    expect(headers['X-RateLimit-Reset']).toBe('2026-07-28T18:28:48.354Z')
+  })
+
+  it('returns null for a request that never consulted a bucket', () => {
+    expect(getRateLimitHeaders({})).toBeNull()
+  })
+
+  it('returns the headers once a snapshot is recorded for that request', () => {
+    const req = {}
+    recordRateLimitSnapshot(req, SNAPSHOT)
+
+    expect(getRateLimitHeaders(req)).toEqual(buildRateLimitHeaders(SNAPSHOT))
+  })
+
+  it('keeps snapshots per request, not global', () => {
+    const a = {}
+    const b = {}
+    recordRateLimitSnapshot(a, SNAPSHOT)
+
+    expect(getRateLimitHeaders(a)).not.toBeNull()
+    expect(getRateLimitHeaders(b)).toBeNull()
+  })
+
+  it('records a snapshot as a side effect of checkRateLimit', async () => {
+    const req = request()
+
+    await checkRateLimit(req, 'workflows')
+
+    const headers = getRateLimitHeaders(req)
+    expect(headers).not.toBeNull()
+    expect(headers?.['X-RateLimit-Limit']).toBe(String(TEAM_BUCKET.maxTokens))
+  })
+
+  it('records nothing when authentication fails', async () => {
+    mockAuthenticateV1Request.mockResolvedValue({ authenticated: false, error: 'API key required' })
+    const req = request()
+
+    await checkRateLimit(req, 'workflows')
+
+    expect(getRateLimitHeaders(req)).toBeNull()
+  })
+})
diff --git a/apps/sim/app/api/v1/middleware.ts b/apps/sim/app/api/v1/middleware.ts
index c9f757d91df..25357c19d18 100644
--- a/apps/sim/app/api/v1/middleware.ts
+++ b/apps/sim/app/api/v1/middleware.ts
@@ -1,6 +1,9 @@
 import { createLogger } from '@sim/logger'
 import { type PermissionType, permissionSatisfies } from '@sim/platform-authz/workspace'
 import { type NextRequest, NextResponse } from 'next/server'
+import type { ZodError } from 'zod'
+import { getValidationErrorMessage, isZodError, validationErrorResponse } from '@/lib/api/server'
+import { buildRateLimitHeaders, recordRateLimitSnapshot } from '@/lib/api/server/rate-limit-context'
 import { getHighestPrioritySubscription } from '@/lib/billing/core/subscription'
 import type { SubscriptionPlan } from '@/lib/core/rate-limiter'
 import { getRateLimit, RateLimiter } from '@/lib/core/rate-limiter'
@@ -41,6 +44,11 @@ export interface RateLimitResult {
   allowed: boolean
   remaining: number
   resetAt: Date
+  /**
+   * Bucket capacity, matching what `remaining` counts down from. Zero on the
+   * paths that never reached the bucket (auth failure, checker error); those
+   * carry `error` and publish no rate-limit headers.
+   */
   limit: number
   retryAfterMs?: number
   userId?: string
@@ -65,7 +73,7 @@ export async function checkRateLimit(
       return {
         allowed: false,
         remaining: 0,
-        limit: 10,
+        limit: 0,
         resetAt: new Date(),
         error: auth.error,
       }
@@ -92,11 +100,27 @@ export async function checkRateLimit(
     const plan = (subscription?.plan || 'free') as SubscriptionPlan
     const config = getRateLimit(plan, 'api-endpoint')
 
+    /** Recorded here — the one place the bucket is actually consulted. */
+    recordRateLimitSnapshot(request, {
+      limit: config.maxTokens,
+      remaining: result.remaining,
+      resetAt: result.resetAt,
+    })
+
     return {
       allowed: result.allowed,
       remaining: result.remaining,
       resetAt: result.resetAt,
-      limit: config.refillRate,
+      /**
+       * The bucket's capacity, not its refill rate. `remaining` is the token
+       * count left in that bucket, and `createBucketConfig` sets
+       * `maxTokens = refillRate * burstMultiplier` — so reporting `refillRate`
+       * here published an `X-RateLimit-Limit` smaller than the
+       * `X-RateLimit-Remaining` beside it (e.g. limit 200, remaining 399), and
+       * any client computing `used = limit - remaining` got a negative number.
+       * Both headers must describe the same quantity.
+       */
+      limit: config.maxTokens,
       retryAfterMs: result.retryAfterMs,
       userId,
       workspaceId: auth.workspaceId,
@@ -107,7 +131,7 @@ export async function checkRateLimit(
     return {
       allowed: false,
       remaining: 0,
-      limit: 10,
+      limit: 0,
       resetAt: new Date(Date.now() + 60000),
       error: 'Rate limit check failed',
     }
@@ -131,14 +155,13 @@ export async function authenticateRequest(
 }
 
 export function createRateLimitResponse(result: RateLimitResult): NextResponse {
-  const headers = {
-    'X-RateLimit-Limit': result.limit.toString(),
-    'X-RateLimit-Remaining': result.remaining.toString(),
-    'X-RateLimit-Reset': result.resetAt.toISOString(),
-  }
-
+  /**
+   * An authentication failure never reaches the token bucket, so there is no
+   * limit to report. Publishing a placeholder told unauthenticated callers they
+   * had been throttled and handed monitoring a quota that does not exist.
+   */
   if (result.error) {
-    return NextResponse.json({ error: result.error || 'Unauthorized' }, { status: 401, headers })
+    return NextResponse.json({ error: result.error || 'Unauthorized' }, { status: 401 })
   }
 
   const retryAfterSeconds = result.retryAfterMs
@@ -154,7 +177,7 @@ export function createRateLimitResponse(result: RateLimitResult): NextResponse {
     {
       status: 429,
       headers: {
-        ...headers,
+        ...buildRateLimitHeaders(result),
         'Retry-After': retryAfterSeconds.toString(),
       },
     }
@@ -232,3 +255,31 @@ export async function validateWorkspaceAccess(
   }
   return null
 }
+
+/**
+ * Shared 400 handler for v1 contract validation failures.
+ *
+ * `parseRequest`'s default reports the literal `"Validation error"`, which tells
+ * a caller nothing about which field was wrong — the schema already produced a
+ * specific message, and the default discards it. Surfacing the first issue keeps
+ * `details` intact while making the common case self-explanatory.
+ *
+ * Pass as `parseRequest(contract, request, context, { validationErrorResponse:
+ * v1ValidationErrorResponse })`. Routes with a more specific message of their
+ * own (for example `'Invalid workflow ID'`) should keep it.
+ */
+export function v1ValidationErrorResponse(error: ZodError, fallback = 'Invalid request') {
+  return validationErrorResponse(error, getValidationErrorMessage(error, fallback))
+}
+
+/**
+ * v1 counterpart to `validationErrorResponseFromError` for unknown caught
+ * values: returns a 400 naming the failing field when the error is a
+ * `ZodError`, otherwise `null` so the caller can keep handling it.
+ */
+export function v1ValidationErrorResponseFromError(
+  error: unknown,
+  fallback = 'Invalid request'
+): NextResponse | null {
+  return isZodError(error) ? v1ValidationErrorResponse(error, fallback) : null
+}
diff --git a/apps/sim/app/api/v1/tables/[tableId]/columns/route.ts b/apps/sim/app/api/v1/tables/[tableId]/columns/route.ts
index 46723538c7c..f1751ee2120 100644
--- a/apps/sim/app/api/v1/tables/[tableId]/columns/route.ts
+++ b/apps/sim/app/api/v1/tables/[tableId]/columns/route.ts
@@ -6,7 +6,7 @@ import {
   v1DeleteTableColumnContract,
   v1UpdateTableColumnContract,
 } from '@/lib/api/contracts/v1/tables'
-import { parseRequest, validationErrorResponseFromError } from '@/lib/api/server'
+import { parseRequest } from '@/lib/api/server'
 import { generateRequestId } from '@/lib/core/utils/request'
 import { withRouteHandler } from '@/lib/core/utils/with-route-handler'
 import {
@@ -28,6 +28,8 @@ import {
   checkRateLimit,
   checkWorkspaceScope,
   createRateLimitResponse,
+  v1ValidationErrorResponse,
+  v1ValidationErrorResponseFromError,
 } from '@/app/api/v1/middleware'
 
 const logger = createLogger('V1TableColumnsAPI')
@@ -51,7 +53,9 @@ export const POST = withRouteHandler(async (request: NextRequest, context: Colum
 
     const userId = rateLimit.userId!
 
-    const parsed = await parseRequest(v1AddTableColumnContract, request, context)
+    const parsed = await parseRequest(v1AddTableColumnContract, request, context, {
+      validationErrorResponse: v1ValidationErrorResponse,
+    })
     if (!parsed.success) return parsed.response
     const { tableId } = parsed.data.params
     const validated = parsed.data.body
@@ -91,7 +95,7 @@ export const POST = withRouteHandler(async (request: NextRequest, context: Colum
   } catch (error) {
     const lockError = tableLockErrorResponse(error)
     if (lockError) return lockError
-    const validationResponse = validationErrorResponseFromError(error)
+    const validationResponse = v1ValidationErrorResponseFromError(error)
     if (validationResponse) return validationResponse
 
     if (error instanceof Error) {
@@ -128,7 +132,9 @@ export const PATCH = withRouteHandler(async (request: NextRequest, context: Colu
 
     const userId = rateLimit.userId!
 
-    const parsed = await parseRequest(v1UpdateTableColumnContract, request, context)
+    const parsed = await parseRequest(v1UpdateTableColumnContract, request, context, {
+      validationErrorResponse: v1ValidationErrorResponse,
+    })
     if (!parsed.success) return parsed.response
     const { tableId } = parsed.data.params
     const validated = parsed.data.body
@@ -240,7 +246,7 @@ export const PATCH = withRouteHandler(async (request: NextRequest, context: Colu
   } catch (error) {
     const lockError = tableLockErrorResponse(error)
     if (lockError) return lockError
-    const validationResponse = validationErrorResponseFromError(error)
+    const validationResponse = v1ValidationErrorResponseFromError(error)
     if (validationResponse) return validationResponse
 
     if (error instanceof Error) {
@@ -280,7 +286,9 @@ export const DELETE = withRouteHandler(
 
       const userId = rateLimit.userId!
 
-      const parsed = await parseRequest(v1DeleteTableColumnContract, request, context)
+      const parsed = await parseRequest(v1DeleteTableColumnContract, request, context, {
+        validationErrorResponse: v1ValidationErrorResponse,
+      })
       if (!parsed.success) return parsed.response
       const { tableId } = parsed.data.params
       const validated = parsed.data.body
@@ -323,7 +331,7 @@ export const DELETE = withRouteHandler(
     } catch (error) {
       const lockError = tableLockErrorResponse(error)
       if (lockError) return lockError
-      const validationResponse = validationErrorResponseFromError(error)
+      const validationResponse = v1ValidationErrorResponseFromError(error)
       if (validationResponse) return validationResponse
 
       if (error instanceof Error) {
diff --git a/apps/sim/app/api/v1/tables/[tableId]/rows/[rowId]/route.ts b/apps/sim/app/api/v1/tables/[tableId]/rows/[rowId]/route.ts
index 2a7ea2fe7a5..5fee4f3d03b 100644
--- a/apps/sim/app/api/v1/tables/[tableId]/rows/[rowId]/route.ts
+++ b/apps/sim/app/api/v1/tables/[tableId]/rows/[rowId]/route.ts
@@ -9,7 +9,7 @@ import {
   v1GetTableRowContract,
   v1UpdateTableRowContract,
 } from '@/lib/api/contracts/v1/tables'
-import { parseRequest, validationErrorResponseFromError } from '@/lib/api/server'
+import { parseRequest } from '@/lib/api/server'
 import { generateRequestId } from '@/lib/core/utils/request'
 import { withRouteHandler } from '@/lib/core/utils/with-route-handler'
 import type { RowData, TableSchema } from '@/lib/table'
@@ -22,6 +22,8 @@ import {
   checkWorkspaceScope,
   createRateLimitResponse,
   resolveWorkspaceRequestActor,
+  v1ValidationErrorResponse,
+  v1ValidationErrorResponseFromError,
 } from '@/app/api/v1/middleware'
 
 const logger = createLogger('V1TableRowAPI')
@@ -116,7 +118,9 @@ export const PATCH = withRouteHandler(async (request: NextRequest, context: RowR
     }
 
     const userId = rateLimit.userId!
-    const parsed = await parseRequest(v1UpdateTableRowContract, request, context)
+    const parsed = await parseRequest(v1UpdateTableRowContract, request, context, {
+      validationErrorResponse: v1ValidationErrorResponse,
+    })
     if (!parsed.success) return parsed.response
     const { tableId, rowId } = parsed.data.params
     const validated = parsed.data.body
@@ -181,7 +185,7 @@ export const PATCH = withRouteHandler(async (request: NextRequest, context: RowR
   } catch (error) {
     const lockError = tableLockErrorResponse(error)
     if (lockError) return lockError
-    const validationResponse = validationErrorResponseFromError(error)
+    const validationResponse = v1ValidationErrorResponseFromError(error)
     if (validationResponse) return validationResponse
 
     const errorMessage = toError(error).message
diff --git a/apps/sim/app/api/v1/tables/[tableId]/rows/route.ts b/apps/sim/app/api/v1/tables/[tableId]/rows/route.ts
index d0e37376cca..cc56cc61183 100644
--- a/apps/sim/app/api/v1/tables/[tableId]/rows/route.ts
+++ b/apps/sim/app/api/v1/tables/[tableId]/rows/route.ts
@@ -7,11 +7,7 @@ import {
   v1ListTableRowsContract,
   v1UpdateRowsByFilterContract,
 } from '@/lib/api/contracts/v1/tables'
-import {
-  parseRequest,
-  validationErrorResponse,
-  validationErrorResponseFromError,
-} from '@/lib/api/server'
+import { parseRequest } from '@/lib/api/server'
 import { generateRequestId } from '@/lib/core/utils/request'
 import { withRouteHandler } from '@/lib/core/utils/with-route-handler'
 import type { Filter, RowData, TableSchema } from '@/lib/table'
@@ -41,6 +37,8 @@ import {
   checkWorkspaceScope,
   createRateLimitResponse,
   resolveWorkspaceRequestActor,
+  v1ValidationErrorResponse,
+  v1ValidationErrorResponseFromError,
 } from '@/app/api/v1/middleware'
 
 const logger = createLogger('V1TableRowsAPI')
@@ -135,7 +133,7 @@ export const GET = withRouteHandler(async (request: NextRequest, context: TableR
         if (hasJsonError) {
           return NextResponse.json({ error: 'Invalid filter or sort JSON' }, { status: 400 })
         }
-        return validationErrorResponse(error)
+        return v1ValidationErrorResponse(error)
       },
     })
     if (!parsed.success) return parsed.response
@@ -195,7 +193,7 @@ export const GET = withRouteHandler(async (request: NextRequest, context: TableR
       },
     })
   } catch (error) {
-    const validationResponse = validationErrorResponseFromError(error)
+    const validationResponse = v1ValidationErrorResponseFromError(error)
     if (validationResponse) return validationResponse
 
     if (error instanceof TableQueryValidationError) {
@@ -219,7 +217,9 @@ export const POST = withRouteHandler(
       }
 
       const userId = rateLimit.userId!
-      const parsed = await parseRequest(v1CreateTableRowContract, request, context)
+      const parsed = await parseRequest(v1CreateTableRowContract, request, context, {
+        validationErrorResponse: v1ValidationErrorResponse,
+      })
       if (!parsed.success) return parsed.response
 
       const { tableId } = parsed.data.params
@@ -293,7 +293,7 @@ export const POST = withRouteHandler(
         },
       })
     } catch (error) {
-      const validationResponse = validationErrorResponseFromError(error)
+      const validationResponse = v1ValidationErrorResponseFromError(error)
       if (validationResponse) return validationResponse
 
       const response = rowWriteErrorResponse(error)
@@ -316,7 +316,9 @@ export const PUT = withRouteHandler(async (request: NextRequest, context: TableR
     }
 
     const userId = rateLimit.userId!
-    const parsed = await parseRequest(v1UpdateRowsByFilterContract, request, context)
+    const parsed = await parseRequest(v1UpdateRowsByFilterContract, request, context, {
+      validationErrorResponse: v1ValidationErrorResponse,
+    })
     if (!parsed.success) return parsed.response
     const { tableId } = parsed.data.params
     const validated = parsed.data.body
@@ -381,7 +383,7 @@ export const PUT = withRouteHandler(async (request: NextRequest, context: TableR
       },
     })
   } catch (error) {
-    const validationResponse = validationErrorResponseFromError(error)
+    const validationResponse = v1ValidationErrorResponseFromError(error)
     if (validationResponse) return validationResponse
 
     if (error instanceof TableQueryValidationError) {
@@ -408,7 +410,9 @@ export const DELETE = withRouteHandler(
       }
 
       const userId = rateLimit.userId!
-      const parsed = await parseRequest(v1DeleteTableRowsContract, request, context)
+      const parsed = await parseRequest(v1DeleteTableRowsContract, request, context, {
+        validationErrorResponse: v1ValidationErrorResponse,
+      })
       if (!parsed.success) return parsed.response
       const { tableId } = parsed.data.params
       const validated = parsed.data.body
@@ -472,7 +476,7 @@ export const DELETE = withRouteHandler(
         },
       })
     } catch (error) {
-      const validationResponse = validationErrorResponseFromError(error)
+      const validationResponse = v1ValidationErrorResponseFromError(error)
       if (validationResponse) return validationResponse
 
       if (error instanceof TableQueryValidationError) {
diff --git a/apps/sim/app/api/v1/tables/[tableId]/rows/upsert/route.ts b/apps/sim/app/api/v1/tables/[tableId]/rows/upsert/route.ts
index 1df6b4b2384..bf4a00df91b 100644
--- a/apps/sim/app/api/v1/tables/[tableId]/rows/upsert/route.ts
+++ b/apps/sim/app/api/v1/tables/[tableId]/rows/upsert/route.ts
@@ -2,7 +2,7 @@ import { createLogger } from '@sim/logger'
 import { toError } from '@sim/utils/errors'
 import { type NextRequest, NextResponse } from 'next/server'
 import { v1UpsertTableRowContract } from '@/lib/api/contracts/v1/tables'
-import { parseRequest, validationErrorResponseFromError } from '@/lib/api/server'
+import { parseRequest } from '@/lib/api/server'
 import { generateRequestId } from '@/lib/core/utils/request'
 import { withRouteHandler } from '@/lib/core/utils/with-route-handler'
 import type { RowData, TableSchema } from '@/lib/table'
@@ -15,6 +15,8 @@ import {
   checkWorkspaceScope,
   createRateLimitResponse,
   resolveWorkspaceRequestActor,
+  v1ValidationErrorResponse,
+  v1ValidationErrorResponseFromError,
 } from '@/app/api/v1/middleware'
 
 const logger = createLogger('V1TableUpsertAPI')
@@ -37,7 +39,9 @@ export const POST = withRouteHandler(async (request: NextRequest, context: Upser
     }
 
     const userId = rateLimit.userId!
-    const parsed = await parseRequest(v1UpsertTableRowContract, request, context)
+    const parsed = await parseRequest(v1UpsertTableRowContract, request, context, {
+      validationErrorResponse: v1ValidationErrorResponse,
+    })
     if (!parsed.success) return parsed.response
     const { tableId } = parsed.data.params
     const validated = parsed.data.body
@@ -94,7 +98,7 @@ export const POST = withRouteHandler(async (request: NextRequest, context: Upser
   } catch (error) {
     const lockError = tableLockErrorResponse(error)
     if (lockError) return lockError
-    const validationResponse = validationErrorResponseFromError(error)
+    const validationResponse = v1ValidationErrorResponseFromError(error)
     if (validationResponse) return validationResponse
 
     const errorMessage = toError(error).message
diff --git a/apps/sim/app/api/v1/tables/route.ts b/apps/sim/app/api/v1/tables/route.ts
index 441f4fc1413..82bc6618247 100644
--- a/apps/sim/app/api/v1/tables/route.ts
+++ b/apps/sim/app/api/v1/tables/route.ts
@@ -2,7 +2,7 @@ import { AuditAction, AuditResourceType, recordAudit } from '@sim/audit'
 import { createLogger } from '@sim/logger'
 import { type NextRequest, NextResponse } from 'next/server'
 import { v1CreateTableContract, v1ListTablesContract } from '@/lib/api/contracts/v1/tables'
-import { parseRequest, validationErrorResponseFromError } from '@/lib/api/server'
+import { parseRequest } from '@/lib/api/server'
 import { generateRequestId } from '@/lib/core/utils/request'
 import { withRouteHandler } from '@/lib/core/utils/with-route-handler'
 import { createTable, getWorkspaceTableLimits, listTables, type TableSchema } from '@/lib/table'
@@ -10,6 +10,8 @@ import { normalizeColumn } from '@/app/api/table/utils'
 import {
   checkRateLimit,
   createRateLimitResponse,
+  v1ValidationErrorResponse,
+  v1ValidationErrorResponseFromError,
   validateWorkspaceAccess,
 } from '@/app/api/v1/middleware'
 
@@ -29,7 +31,14 @@ export const GET = withRouteHandler(async (request: NextRequest) => {
     }
 
     const userId = rateLimit.userId!
-    const parsed = await parseRequest(v1ListTablesContract, request, {})
+    const parsed = await parseRequest(
+      v1ListTablesContract,
+      request,
+      {},
+      {
+        validationErrorResponse: v1ValidationErrorResponse,
+      }
+    )
     if (!parsed.success) return parsed.response
 
     const { workspaceId } = parsed.data.query
@@ -64,7 +73,7 @@ export const GET = withRouteHandler(async (request: NextRequest) => {
       },
     })
   } catch (error) {
-    const validationResponse = validationErrorResponseFromError(error)
+    const validationResponse = v1ValidationErrorResponseFromError(error)
     if (validationResponse) return validationResponse
 
     logger.error(`[${requestId}] Error listing tables:`, error)
@@ -84,7 +93,14 @@ export const POST = withRouteHandler(async (request: NextRequest) => {
 
     const userId = rateLimit.userId!
 
-    const parsed = await parseRequest(v1CreateTableContract, request, {})
+    const parsed = await parseRequest(
+      v1CreateTableContract,
+      request,
+      {},
+      {
+        validationErrorResponse: v1ValidationErrorResponse,
+      }
+    )
     if (!parsed.success) return parsed.response
     const params = parsed.data.body
 
@@ -152,7 +168,7 @@ export const POST = withRouteHandler(async (request: NextRequest) => {
       },
     })
   } catch (error) {
-    const validationResponse = validationErrorResponseFromError(error)
+    const validationResponse = v1ValidationErrorResponseFromError(error)
     if (validationResponse) return validationResponse
 
     if (error instanceof Error) {
diff --git a/apps/sim/app/api/v1/workflows/[id]/deploy/route.test.ts b/apps/sim/app/api/v1/workflows/[id]/deploy/route.test.ts
index 42e977bdfe2..7ec6df59634 100644
--- a/apps/sim/app/api/v1/workflows/[id]/deploy/route.test.ts
+++ b/apps/sim/app/api/v1/workflows/[id]/deploy/route.test.ts
@@ -31,6 +31,8 @@ vi.mock('@/app/api/v1/middleware', () => ({
     NextResponse.json({ error: 'Unauthorized' }, { status: 401 })
   ),
   validateWorkspaceAccess: mockValidateWorkspaceAccess,
+  v1ValidationErrorResponse: (e: { issues: unknown[] }) =>
+    NextResponse.json({ error: 'Validation error', details: e.issues }, { status: 400 }),
 }))
 
 vi.mock('@/lib/workflows/orchestration', () => ({
diff --git a/apps/sim/app/api/v1/workflows/[id]/deploy/route.ts b/apps/sim/app/api/v1/workflows/[id]/deploy/route.ts
index 822e00ab2ca..7068239e134 100644
--- a/apps/sim/app/api/v1/workflows/[id]/deploy/route.ts
+++ b/apps/sim/app/api/v1/workflows/[id]/deploy/route.ts
@@ -7,14 +7,18 @@ import {
   v1DeployWorkflowContract,
   v1UndeployWorkflowContract,
 } from '@/lib/api/contracts/v1/workflows'
-import { parseOptionalJsonBody, parseRequest, validationErrorResponse } from '@/lib/api/server'
+import { parseOptionalJsonBody, parseRequest } from '@/lib/api/server'
 import { generateRequestId } from '@/lib/core/utils/request'
 import { withRouteHandler } from '@/lib/core/utils/with-route-handler'
 import { captureServerEvent } from '@/lib/posthog/server'
 import { performFullDeploy, performFullUndeploy } from '@/lib/workflows/orchestration'
 import { statusForOrchestrationError } from '@/lib/workflows/orchestration/types'
 import { createApiResponse, getUserLimits } from '@/app/api/v1/logs/meta'
-import { checkRateLimit, createRateLimitResponse } from '@/app/api/v1/middleware'
+import {
+  checkRateLimit,
+  createRateLimitResponse,
+  v1ValidationErrorResponse,
+} from '@/app/api/v1/middleware'
 import { resolveV1DeploymentWorkflow } from '@/app/api/v1/workflows/utils'
 
 const logger = createLogger('V1WorkflowDeployAPI')
@@ -46,7 +50,7 @@ export const POST = withRouteHandler(
       if (!rawBody.success) return rawBody.response
       const body = v1DeployWorkflowBodySchema.safeParse(rawBody.data ?? {})
       if (!body.success) {
-        return validationErrorResponse(body.error)
+        return v1ValidationErrorResponse(body.error)
       }
 
       const target = await resolveV1DeploymentWorkflow(rateLimit, userId, id)
diff --git a/apps/sim/app/api/v1/workflows/[id]/rollback/route.test.ts b/apps/sim/app/api/v1/workflows/[id]/rollback/route.test.ts
index 8ee6ec2940b..2327f71325b 100644
--- a/apps/sim/app/api/v1/workflows/[id]/rollback/route.test.ts
+++ b/apps/sim/app/api/v1/workflows/[id]/rollback/route.test.ts
@@ -33,6 +33,8 @@ vi.mock('@/app/api/v1/middleware', () => ({
     NextResponse.json({ error: 'Unauthorized' }, { status: 401 })
   ),
   validateWorkspaceAccess: mockValidateWorkspaceAccess,
+  v1ValidationErrorResponse: (e: { issues: unknown[] }) =>
+    NextResponse.json({ error: 'Validation error', details: e.issues }, { status: 400 }),
 }))
 
 vi.mock('@/lib/workflows/orchestration', () => ({
diff --git a/apps/sim/app/api/v1/workflows/[id]/rollback/route.ts b/apps/sim/app/api/v1/workflows/[id]/rollback/route.ts
index 63ca166cdf1..a0779babf51 100644
--- a/apps/sim/app/api/v1/workflows/[id]/rollback/route.ts
+++ b/apps/sim/app/api/v1/workflows/[id]/rollback/route.ts
@@ -6,14 +6,18 @@ import {
   v1RollbackWorkflowBodySchema,
   v1RollbackWorkflowContract,
 } from '@/lib/api/contracts/v1/workflows'
-import { parseOptionalJsonBody, parseRequest, validationErrorResponse } from '@/lib/api/server'
+import { parseOptionalJsonBody, parseRequest } from '@/lib/api/server'
 import { generateRequestId } from '@/lib/core/utils/request'
 import { withRouteHandler } from '@/lib/core/utils/with-route-handler'
 import { performActivateVersion } from '@/lib/workflows/orchestration'
 import { statusForOrchestrationError } from '@/lib/workflows/orchestration/types'
 import { findPreviousDeploymentVersion } from '@/lib/workflows/persistence/utils'
 import { createApiResponse, getUserLimits } from '@/app/api/v1/logs/meta'
-import { checkRateLimit, createRateLimitResponse } from '@/app/api/v1/middleware'
+import {
+  checkRateLimit,
+  createRateLimitResponse,
+  v1ValidationErrorResponse,
+} from '@/app/api/v1/middleware'
 import { resolveV1DeploymentWorkflow } from '@/app/api/v1/workflows/utils'
 
 const logger = createLogger('V1WorkflowRollbackAPI')
@@ -45,7 +49,7 @@ export const POST = withRouteHandler(
       if (!rawBody.success) return rawBody.response
       const body = v1RollbackWorkflowBodySchema.safeParse(rawBody.data ?? {})
       if (!body.success) {
-        return validationErrorResponse(body.error)
+        return v1ValidationErrorResponse(body.error)
       }
 
       const target = await resolveV1DeploymentWorkflow(rateLimit, userId, id)
diff --git a/apps/sim/app/api/v1/workflows/import/route.test.ts b/apps/sim/app/api/v1/workflows/import/route.test.ts
index f35a471f802..ab3492b0fc0 100644
--- a/apps/sim/app/api/v1/workflows/import/route.test.ts
+++ b/apps/sim/app/api/v1/workflows/import/route.test.ts
@@ -45,6 +45,8 @@ vi.mock('@/app/api/v1/middleware', () => ({
     NextResponse.json({ error: 'Unauthorized' }, { status: 401 })
   ),
   validateWorkspaceAccess: mockValidateWorkspaceAccess,
+  v1ValidationErrorResponse: (e: { issues: unknown[] }) =>
+    NextResponse.json({ error: 'Validation error', details: e.issues }, { status: 400 }),
 }))
 
 vi.mock('@/lib/workflows/orchestration', () => ({
diff --git a/apps/sim/app/api/v1/workflows/import/route.ts b/apps/sim/app/api/v1/workflows/import/route.ts
index 037377ed063..dc602b987db 100644
--- a/apps/sim/app/api/v1/workflows/import/route.ts
+++ b/apps/sim/app/api/v1/workflows/import/route.ts
@@ -19,7 +19,7 @@ import {
   v1ImportWorkflowContract,
 } from '@/lib/api/contracts/v1/workflows'
 import { workflowStateSchema } from '@/lib/api/contracts/workflows'
-import { getValidationErrorMessage, parseRequest, serializeZodIssues } from '@/lib/api/server'
+import { parseRequest, serializeZodIssues } from '@/lib/api/server'
 import { withRouteHandler } from '@/lib/core/utils/with-route-handler'
 import { parseWorkflowJson } from '@/lib/workflows/operations/import-export'
 import { performCreateWorkflow } from '@/lib/workflows/orchestration'
@@ -31,6 +31,7 @@ import { createApiResponse, getUserLimits } from '@/app/api/v1/logs/meta'
 import {
   checkRateLimit,
   createRateLimitResponse,
+  v1ValidationErrorResponse,
   validateWorkspaceAccess,
 } from '@/app/api/v1/middleware'
 import type { WorkflowState } from '@/stores/workflows/workflow/types'
@@ -160,13 +161,7 @@ export const POST = withRouteHandler(async (request: NextRequest) => {
       {
         maxBodyBytes: MAX_IMPORT_BODY_BYTES,
         validationErrorResponse: (error) =>
-          NextResponse.json(
-            {
-              error: getValidationErrorMessage(error, 'Invalid request body'),
-              details: error.issues,
-            },
-            { status: 400 }
-          ),
+          v1ValidationErrorResponse(error, 'Invalid request body'),
       }
     )
     if (!parsed.success) return parsed.response
diff --git a/apps/sim/app/api/v1/workflows/route.ts b/apps/sim/app/api/v1/workflows/route.ts
index c0e89a86b56..3b24eefc55d 100644
--- a/apps/sim/app/api/v1/workflows/route.ts
+++ b/apps/sim/app/api/v1/workflows/route.ts
@@ -6,12 +6,13 @@ import { generateId } from '@sim/utils/id'
 import { and, asc, eq, gt, isNull, or } from 'drizzle-orm'
 import { type NextRequest, NextResponse } from 'next/server'
 import { v1ListWorkflowsContract } from '@/lib/api/contracts/v1/workflows'
-import { getValidationErrorMessage, parseRequest } from '@/lib/api/server'
+import { parseRequest } from '@/lib/api/server'
 import { withRouteHandler } from '@/lib/core/utils/with-route-handler'
 import { createApiResponse, getUserLimits } from '@/app/api/v1/logs/meta'
 import {
   checkRateLimit,
   createRateLimitResponse,
+  v1ValidationErrorResponse,
   validateWorkspaceAccess,
 } from '@/app/api/v1/middleware'
 
@@ -53,14 +54,7 @@ export const GET = withRouteHandler(async (request: NextRequest) => {
       request,
       {},
       {
-        validationErrorResponse: (error) =>
-          NextResponse.json(
-            {
-              error: getValidationErrorMessage(error, 'Invalid parameters'),
-              details: error.issues,
-            },
-            { status: 400 }
-          ),
+        validationErrorResponse: (error) => v1ValidationErrorResponse(error, 'Invalid parameters'),
       }
     )
     if (!parsed.success) return parsed.response
diff --git a/apps/sim/app/api/workspaces/[id]/files/route.test.ts b/apps/sim/app/api/workspaces/[id]/files/route.test.ts
index 3ce4bc9898e..9d71894ecfa 100644
--- a/apps/sim/app/api/workspaces/[id]/files/route.test.ts
+++ b/apps/sim/app/api/workspaces/[id]/files/route.test.ts
@@ -7,9 +7,9 @@ import { authMockFns, permissionsMock, permissionsMockFns, posthogServerMock } f
 import { NextRequest } from 'next/server'
 import { beforeEach, describe, expect, it, vi } from 'vitest'
 
-const { mockUploadWorkspaceFile, mockGetSharesForResources, mockRecordAudit } = vi.hoisted(() => ({
+const { mockUploadWorkspaceFile, mockGetWorkspaceShares, mockRecordAudit } = vi.hoisted(() => ({
   mockUploadWorkspaceFile: vi.fn(),
-  mockGetSharesForResources: vi.fn(),
+  mockGetWorkspaceShares: vi.fn(),
   mockRecordAudit: vi.fn(),
 }))
 
@@ -27,7 +27,7 @@ vi.mock('@/lib/uploads/shared/types', async (importOriginal) => {
 })
 
 vi.mock('@/lib/public-shares/share-manager', () => ({
-  getSharesForResources: mockGetSharesForResources,
+  getWorkspaceShares: mockGetWorkspaceShares,
 }))
 
 vi.mock('@/lib/posthog/server', () => posthogServerMock)
@@ -80,7 +80,7 @@ describe('workspace files upload route', () => {
     vi.clearAllMocks()
     authMockFns.mockGetSession.mockResolvedValue({ user: { id: 'user-1' } })
     permissionsMockFns.mockGetUserEntityPermissions.mockResolvedValue('write')
-    mockGetSharesForResources.mockResolvedValue(new Map())
+    mockGetWorkspaceShares.mockResolvedValue(new Map())
     mockUploadWorkspaceFile.mockResolvedValue({
       id: 'file-1',
       name: 'file.txt',
diff --git a/apps/sim/app/api/workspaces/[id]/files/route.ts b/apps/sim/app/api/workspaces/[id]/files/route.ts
index 6f20d15a213..b5d1d4f1fdc 100644
--- a/apps/sim/app/api/workspaces/[id]/files/route.ts
+++ b/apps/sim/app/api/workspaces/[id]/files/route.ts
@@ -16,7 +16,7 @@ import {
 } from '@/lib/core/utils/stream-limits'
 import { withRouteHandler } from '@/lib/core/utils/with-route-handler'
 import { captureServerEvent } from '@/lib/posthog/server'
-import { getSharesForResources } from '@/lib/public-shares/share-manager'
+import { getWorkspaceShares } from '@/lib/public-shares/share-manager'
 import {
   FileConflictError,
   listWorkspaceFiles,
@@ -74,10 +74,7 @@ export const GET = withRouteHandler(
 
       const files = await listWorkspaceFiles(workspaceId, { scope })
 
-      const shares = await getSharesForResources(
-        'file',
-        files.map((file) => file.id)
-      )
+      const shares = await getWorkspaceShares('file', workspaceId)
       const filesWithShares = files.map((file) => ({
         ...file,
         share: shares.get(file.id) ?? null,
diff --git a/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/panel.tsx b/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/panel.tsx
index 1a997731fd8..a0d3dd10676 100644
--- a/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/panel.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/panel.tsx
@@ -114,8 +114,7 @@ const EMPTY_COPILOT_CHATS: readonly CopilotChatListItem[] = []
  */
 export const Panel = memo(function Panel() {
   const router = useRouter()
-  const params = useParams()
-  const workspaceId = params.workspaceId as string
+  const { workspaceId, workflowId } = useParams<{ workspaceId: string; workflowId: string }>()
 
   const posthog = usePostHog()
   const posthogRef = useRef(posthog)
@@ -898,6 +897,7 @@ export const Panel = memo(function Panel() {
                   onCancelQueueEdit={copilotCancelQueueEdit}
                   userId={session?.user?.id}
                   chatId={copilotResolvedChatId}
+                  draftScopeKey={`${workspaceId}:workflow:${workflowId}`}
                   layout='copilot-view'
                 />
               </div>
diff --git a/apps/sim/content/library/best-gumloop-alternatives-in-2026/index.mdx b/apps/sim/content/library/best-gumloop-alternatives-in-2026/index.mdx
new file mode 100644
index 00000000000..c3abdaa9b25
--- /dev/null
+++ b/apps/sim/content/library/best-gumloop-alternatives-in-2026/index.mdx
@@ -0,0 +1,140 @@
+---
+slug: best-gumloop-alternatives-in-2026
+title: 'Best Gumloop Alternatives in 2026'
+description: 'Compare the best Gumloop alternatives in 2026 for AI agents, workflow automation, self-hosting, pricing, model flexibility, and native context.'
+date: 2026-07-28
+updated: 2026-07-28
+authors:
+  - andrew
+readingTime: 8
+tags: [AI Agents, Workflow Automation, Open Source, Comparisons, Sim]
+ogImage: /library/best-gumloop-alternatives-in-2026/cover.jpg
+canonical: https://www.sim.ai/library/best-gumloop-alternatives-in-2026
+draft: false
+faq:
+  - q: "Why look for a Gumloop alternative?"
+    a: "Teams look for an alternative when they need more infrastructure ownership, a different pricing model, or a builder that better matches how their technical and operations teams work."
+  - q: "Is there an open-source Gumloop alternative?"
+    a: "Sim is an Apache 2.0-licensed option for teams that want to inspect and run the software themselves. License terms, deployment requirements, and operating costs should all be part of the evaluation."
+  - q: "How does pricing compare?"
+    a: "Compare each platform's current pricing page against the unit that drives your usage, such as credits, tasks, operations, executions, or compute. Self-hosting changes the cost mix rather than making infrastructure free."
+  - q: "Which tool fits a non-technical ops team?"
+    a: "A managed visual builder can reduce setup work for an operations team. Teams that expect to own deployment or customize the underlying system should also assess the engineering support they can dedicate to it."
+---
+
+## TL;DR
+
+If you want an open-source, self-hostable Gumloop alternative, Sim is a strong option. It is released under the Apache 2.0 license and can run through Docker Compose or Kubernetes. Its workspace brings Tables, Files, and Knowledge Bases alongside workflows and integrations.
+
+The rest of the field splits into two camps.
+
+- **AI workspaces** (Sim, [Lindy](https://www.lindy.ai/), and [Clay](https://www.clay.com/)) build agents and context together. Sim suits engineering-led teams that want ownership; Lindy focuses on AI employees for business work; Clay focuses on go-to-market data work.
+- **Hosted no-code automation** ([Zapier](https://zapier.com/), [n8n](https://n8n.io/), [Make](https://www.make.com/), [Workato](https://www.workato.com/), and [Pipedream](https://pipedream.com/)) connects apps and triggers steps. Zapier is approachable for non-technical teams, n8n has a self-hosted offering, and Workato targets enterprise integration.
+
+The comparison table below lays out best-for guidance, pricing sources, and a key advantage for every pick. For a wider market view, see [the best AI agent platforms in 2026](https://www.sim.ai/library/best-ai-agent-platforms-2026).
+
+## Gumloop alternatives at a glance
+
+[Gumloop](https://www.gumloop.com/) is a hosted no-code AI automation builder, so its alternatives do not all solve the same problem. Some, like Sim and [Lindy](https://www.lindy.ai/), build agents and context together. Others, like [Zapier](https://zapier.com/) and [Make](https://www.make.com/), connect SaaS apps through trigger-action logic and offer AI features alongside that core. [Workato](https://www.workato.com/platform/) sits at the enterprise iPaaS end, designed for governed integration across large stacks.
+
+What “alternative” means depends on the trade you want to make. If you want managed simplicity with no infrastructure to run, [Zapier](https://zapier.com/) and [Make](https://www.make.com/) stay close to Gumloop's model. If you want infrastructure control and code-level ownership, Sim and [n8n](https://docs.n8n.io/hosting/) move you toward self-hosting and open or source-available licensing. Naming that split first keeps the comparisons below from reading as apples to oranges.
+
+## Choose Gumloop when, choose Sim when
+
+**Choose Gumloop when:**
+
+- Your ops team has no engineering support and wants a managed visual builder.
+- You want to avoid running infrastructure and are comfortable with a hosted platform; review [Gumloop's deployment and plan options](https://www.gumloop.com/pricing) for the current offering.
+- A hosted MCP workflow surface and node canvas matter more than owning the code; see [Gumloop's documentation](https://docs.gumloop.com/).
+
+**Choose Sim when:**
+
+- You want Apache 2.0 ownership and the option to self-host with Docker Compose or Kubernetes.
+- You need Tables, Files, and Knowledge Bases as workspace resources rather than separately managed stores.
+- Your team can run its own infrastructure and wants a natural-language workspace interface alongside the canvas.
+
+For a focused look at the licensing decision, read [Apache 2.0 vs. fair-code](https://www.sim.ai/library/apache-2-0-vs-fair-code).
+
+## Which platform has the stronger builder model?
+
+Gumloop and Sim both use visual workflow building, but they diverge in how a builder edits and controls the canvas. [Gumloop's product documentation](https://docs.gumloop.com/) describes a node-based flow made from pre-built blocks, where much of the work happens by connecting nodes and filling fields. That makes it possible for a marketer or ops lead to ship an automation without writing code.
+
+Sim pairs its workspace canvas with a natural-language interface that can help create and change workspace resources. [Zapier's Copilot](https://zapier.com/blog/zapier-copilot/) and [Make AI](https://www.make.com/en/ai) are examples of automation vendors adding instruction-driven assistance. The practical question is scope: whether the assistant can only assemble a workflow or can also help organize the resources around it. A technical team should still be able to inspect and change the underlying logic.
+
+The classic automation canvases split along familiar lines. [Zapier's workflow product](https://zapier.com/zaps) emphasizes trigger-action automation, [Make's scenario builder](https://www.make.com/en/features) offers visual tools for more involved scenarios, and [n8n's Code node](https://docs.n8n.io/code/code-node/) exposes code and expressions for technical users. Where you land depends on whether your builders think primarily in blocks or in code.
+
+## Which platform goes deeper on agents?
+
+Agent depth is no longer a simple have-or-have-not question. Gumloop and Sim can build multi-step workflows that use models and tools. [Zapier Agents](https://zapier.com/agents) and [n8n's AI Agent node](https://docs.n8n.io/integrations/builtin/cluster-nodes/root-nodes/n8n-nodes-langchain.agent/) show that agent capabilities now appear in established automation products too.
+
+The separation happens one level down, on control and ownership. In Sim, an agent is a workflow resource that a team can deploy and inspect through run logs, with model selection at the block level. Hosted platforms make a different trade: they operate the runtime for you, while self-hosting gives your team responsibility for its own runtime. That trade decides how much of the system you can debug, tune, and operate when an agent misbehaves in production.
+
+[Lindy](https://www.lindy.ai/) and [Clay](https://www.clay.com/) serve more specific business use cases. Lindy presents AI employees for business tasks, while Clay's platform centers on GTM data workflows. Neither needs to be a general-purpose agent builder to be useful in its lane.
+
+## Which platform has native context: Tables, Files, and Knowledge Bases?
+
+Sim treats Tables, Files, and Knowledge Bases as workspace resources that sit alongside workflows. A workflow can work with structured records, uploaded files, or knowledge-base content without requiring an external database for every use case. Keeping context close to the workflow can reduce the credentials and synchronization paths a team has to maintain.
+
+Many automation products are designed to move data between existing apps. [Zapier's app integrations](https://zapier.com/apps), [Make's apps](https://www.make.com/en/integrations), and [Pipedream's integrations](https://pipedream.com/docs/apps/) let teams connect their chosen data systems. [Gumloop's documentation](https://docs.gumloop.com/) describes its data and workflow capabilities, while [Clay's product](https://www.clay.com/) is purpose-built around GTM data workflows. Evaluate whether a platform's native data model fits your use case before assuming one approach is universally better.
+
+When an agent needs to recall a document, check a record it wrote earlier, or ground an answer in your own files, native context can reduce integration work. A third-party store can still be the right choice when it is already the system of record.
+
+## Which platform offers the most model flexibility?
+
+Sim lets builders choose models at the block level and use their own provider keys. A workflow can therefore assign different model providers or local endpoints to different tasks. Self-hosted deployments can also connect to local-model services such as Ollama or vLLM; the repository's [self-hosting documentation](https://docs.sim.ai/self-hosting/docker) describes that setup.
+
+Bring-your-own-key support differs by platform. [Gumloop's pricing](https://www.gumloop.com/pricing), [Zapier Agents documentation](https://help.zapier.com/hc/en-us/articles/31928045445005-Use-your-own-AI-provider-account-in-Zapier-Agents), and [n8n's AI documentation](https://docs.n8n.io/advanced-ai/) are the primary sources to check for current provider and plan support. [Lindy](https://www.lindy.ai/) and [Clay](https://www.clay.com/) package their own product experiences, so their value proposition is not simply raw model routing. If avoiding provider lock-in matters, test per-step choice, key ownership, and a local-model path against your actual requirements.
+
+[Our BYOK multi-model AI agent builder guide](https://www.sim.ai/library/byok-multi-model-ai-agent-builder) explains the practical difference between hosted, bring-your-own-key, and local execution.
+
+## Which platform deploys where you need it?
+
+Deployment is the real test of a Gumloop alternative. A workflow that runs in the builder must still become something users or systems can call. Sim can publish workflows through API, chat, and MCP-oriented deployment surfaces, depending on the workflow and deployment configuration.
+
+[Gumloop's documentation](https://docs.gumloop.com/) covers its hosted workflow and integration options. [Zapier Interfaces](https://zapier.com/interfaces), [Make](https://www.make.com/), and [Pipedream](https://pipedream.com/docs/) each provide their own ways to expose or operate automation. If the same logic must serve an API consumer, a chat user, and an AI client, verify the deployment model in a proof of concept rather than treating a canvas feature as a deployment guarantee.
+
+## Which platforms are open source and self-hostable?
+
+Sim is released under Apache 2.0, so a team can read, modify, and run the code. Docker Compose and Kubernetes deployment paths are included in the repository. Self-hosting shifts platform operations to your own infrastructure and model-provider accounts.
+
+[n8n's Sustainable Use License](https://docs.n8n.io/sustainable-use-license/) is source-available and self-hostable, but it is not an OSI-approved open-source license; n8n explains its position in its [license documentation](https://docs.n8n.io/sustainable-use-license/). Some n8n capabilities are also offered through commercial plans. [Zapier](https://zapier.com/), [Make](https://www.make.com/), [Workato](https://www.workato.com/), [Lindy](https://www.lindy.ai/), [Clay](https://www.clay.com/), and [Gumloop](https://www.gumloop.com/) are vendor-operated products; consult each vendor directly for current source-access and deployment terms. For teams with compliance or data-residency requirements, that distinction can narrow the shortlist before any feature comparison begins.
+
+## Gumloop's fair concession
+
+Gumloop earns consideration for teams without engineering support. Its [managed visual builder](https://www.gumloop.com/) gives operations teams a node canvas for assembling AI workflows without writing code. A polished managed interface can remove friction for first-time automation builders.
+
+Gumloop also operates the platform for its customers. Its [documentation](https://docs.gumloop.com/) is the right source for its current MCP and workflow deployment features. For a small ops team, the trade can be worthwhile: give up the operational control that comes with self-hosting and get less infrastructure to maintain. When nobody on the team wants to own a deployment, that concession matters.
+
+## How pricing compares
+
+Sim uses a credit-based model for its managed offering; see [Sim pricing](https://www.sim.ai/pricing) for current tiers, credits, and billing terms. Its Apache 2.0 codebase can be self-hosted, which removes a managed-platform subscription but leaves infrastructure and model-provider costs.
+
+[Gumloop's pricing page](https://www.gumloop.com/pricing) is the source for its current credit tiers and enterprise terms. The rest of the field uses different meters: [Zapier prices by plan and task allowance](https://zapier.com/pricing), [Make prices plans by credits](https://www.make.com/en/pricing), [n8n prices its cloud service by workflow executions](https://n8n.io/pricing/), [Pipedream publishes credit-based plans](https://pipedream.com/pricing), [Clay publishes plans and usage terms](https://www.clay.com/pricing), and [Workato provides sales-led pricing information](https://www.workato.com/pricing). Compare the meter that grows with your real workload, because credits, tasks, operations, executions, and compute reward different usage patterns.
+
+## Comparison table
+
+Each tool below wins a specific job. Match your team profile to the best-for column, then check whether the key advantage matches your hardest constraint.
+
+| Tool | Best for | Entry pricing | Key advantage |
+| --- | --- | --- | --- |
+| Sim | Teams wanting open-source ownership and native workspace context | [Managed and self-hosted options](https://www.sim.ai/pricing) | Apache 2.0 licensing, Docker/Kubernetes deployment, and workspace resources for workflows |
+| [Gumloop](https://www.gumloop.com/) | Non-technical ops teams wanting a managed AI canvas | [Current plans](https://www.gumloop.com/pricing) | Hosted node-based workflow builder |
+| [Zapier](https://zapier.com/) | Non-technical teams connecting SaaS apps | [Current plans](https://zapier.com/pricing) | Trigger-action automation and app integrations |
+| [n8n](https://n8n.io/) | Technical teams wanting a source-available self-host option | [Cloud and self-host information](https://n8n.io/pricing/) | Node-based canvas and self-hosting documentation |
+| [Make](https://www.make.com/) | Visual builders needing branching logic | [Current plans](https://www.make.com/en/pricing) | Visual scenario automation |
+| [Lindy](https://www.lindy.ai/) | Ops teams wanting packaged AI employees | [Current plans](https://www.lindy.ai/pricing) | Business-task-focused AI assistants |
+| [Clay](https://www.clay.com/) | GTM and revenue teams enriching data | [Current plans](https://www.clay.com/pricing) | GTM data workflows and enrichment |
+| [Workato](https://www.workato.com/) | Enterprises with integration governance requirements | [Contact sales](https://www.workato.com/pricing) | Enterprise integration platform |
+| [Pipedream](https://pipedream.com/) | Developers wiring APIs with code | [Current plans](https://pipedream.com/pricing) | Code steps in a hosted workflow service |
+
+## Which alternative should you choose?
+
+Start with your team profile and one hard constraint, then let both narrow the field.
+
+A non-technical ops team that wants a polished managed experience and little infrastructure to maintain should evaluate Gumloop or [Zapier](https://zapier.com/). Both offer hosted automation products; compare their current capabilities and plan limits directly in a trial.
+
+An engineering-led team that needs self-hosting for data residency or cost control should evaluate Sim and [n8n](https://docs.n8n.io/hosting/). Sim offers Apache 2.0 licensing and Docker/Kubernetes deployment; n8n is the nearest workflow-automation comparison if its source-available terms fit your needs.
+
+A GTM or data-enrichment team should evaluate [Clay](https://www.clay.com/), whose product is built around GTM data workflows. A classic SaaS-integration team should evaluate [Workato](https://www.workato.com/) or [Make](https://www.make.com/), where enterprise integration and visual automation are the focus.
+
+The best choice is the platform that fits the people who will build it, the systems it must reach, and the deployment and licensing constraints you cannot compromise on. For related comparisons, see [n8n alternatives](https://www.sim.ai/library/n8n-alternatives) and [best Zapier alternatives](https://www.sim.ai/library/best-zapier-alternatives).
diff --git a/apps/sim/hooks/queries/workspace-files.ts b/apps/sim/hooks/queries/workspace-files.ts
index bced075225d..ad49ba3e283 100644
--- a/apps/sim/hooks/queries/workspace-files.ts
+++ b/apps/sim/hooks/queries/workspace-files.ts
@@ -27,7 +27,7 @@ import { useFileContentSource } from '@/hooks/use-file-content-source'
 
 const logger = createLogger('WorkspaceFilesQuery')
 
-type WorkspaceFileQueryScope = 'active' | 'archived' | 'all'
+type WorkspaceFileQueryScope = 'active' | 'archived'
 
 /**
  * Query key factories for workspace files
diff --git a/apps/sim/lib/api/contracts/primitives.test.ts b/apps/sim/lib/api/contracts/primitives.test.ts
index 727a42a65f1..204e6e9d2fe 100644
--- a/apps/sim/lib/api/contracts/primitives.test.ts
+++ b/apps/sim/lib/api/contracts/primitives.test.ts
@@ -4,8 +4,12 @@
 import { describe, expect, it } from 'vitest'
 import {
   customPatternSchema,
+  organizationIdSchema,
   piiStagePolicySchema,
   piiStagesSchema,
+  workflowIdSchema,
+  workspaceFileIdSchema,
+  workspaceIdSchema,
 } from '@/lib/api/contracts/primitives'
 
 describe('customPatternSchema', () => {
@@ -102,3 +106,46 @@ describe('piiStagesSchema', () => {
     expect(parsed.blockOutputs.enabled).toBe(true)
   })
 })
+
+/**
+ * `.min(1)` only fires for a present-but-empty string, so without the
+ * `z.string({ error })` form an omitted field falls back to Zod's default
+ * "expected string, received undefined" — which does not name the field the
+ * caller left out. These are the shared id schemas every contract builds on, so
+ * the wording here is the first thing an API consumer sees on a malformed
+ * request.
+ */
+describe('shared id schemas name the field when it is missing', () => {
+  const cases = [
+    ['workspaceIdSchema', workspaceIdSchema, 'Workspace ID is required'],
+    ['organizationIdSchema', organizationIdSchema, 'Organization ID is required'],
+    ['workflowIdSchema', workflowIdSchema, 'Workflow ID is required'],
+    ['workspaceFileIdSchema', workspaceFileIdSchema, 'File ID is required'],
+  ] as const
+
+  for (const [name, schema, message] of cases) {
+    it(`${name}: omitted value reports "${message}"`, () => {
+      const result = schema.safeParse(undefined)
+
+      expect(result.success).toBe(false)
+      expect(result.error?.issues[0]?.message).toBe(message)
+    })
+
+    it(`${name}: empty string reports "${message}"`, () => {
+      const result = schema.safeParse('')
+
+      expect(result.success).toBe(false)
+      expect(result.error?.issues[0]?.message).toBe(message)
+    })
+
+    it(`${name}: a valid id still passes`, () => {
+      expect(schema.safeParse('abc-123').success).toBe(true)
+    })
+  }
+
+  it('does not leak Zod default wording for a missing field', () => {
+    const result = workspaceIdSchema.safeParse(undefined)
+
+    expect(result.error?.issues[0]?.message).not.toContain('received undefined')
+  })
+})
diff --git a/apps/sim/lib/api/contracts/primitives.ts b/apps/sim/lib/api/contracts/primitives.ts
index 6e5b83454d3..cf7fffe80f1 100644
--- a/apps/sim/lib/api/contracts/primitives.ts
+++ b/apps/sim/lib/api/contracts/primitives.ts
@@ -26,30 +26,38 @@ export const jobIdParamsSchema = z.object({
 })
 
 /**
- * Non-empty string identifier (used for workspace, workflow, user, table, etc.).
- * Prefer this over inline `z.string().min(1)` so error wording stays consistent
- * and refactors can centralize ID validation in one place.
+ * Non-empty string identifier with no custom message — suitable for internal
+ * shapes where the field name is not worth surfacing. For a required *request*
+ * field prefer {@link requiredFieldSchema} (or a named primitive below), which
+ * also names the field when it is omitted entirely.
  */
 export const nonEmptyIdSchema = z.string().min(1)
 
 /**
- * Non-empty `workspaceId` field. Same constraint as `nonEmptyIdSchema` with a
- * stable, human-readable message. Use to deduplicate the
- * `z.string().min(1, 'Workspace ID is required')` pattern across contracts.
+ * Builds a required, non-empty string schema whose message covers **both**
+ * failure modes.
+ *
+ * `.min(1, message)` alone only fires for a present-but-empty string; an omitted
+ * field falls through to Zod's default `Invalid input: expected string, received
+ * undefined`, which never names the field the caller left out. Passing the same
+ * message to the `z.string({ error })` constructor closes that gap.
+ *
+ * Prefer this over a bare `z.string().min(1, '...')` for any required request
+ * field. When a named primitive below already carries the right wording, import
+ * that instead of rebuilding it here.
  */
-export const workspaceIdSchema = z.string().min(1, 'Workspace ID is required')
+export function requiredFieldSchema(message: string) {
+  return z.string({ error: message }).min(1, message)
+}
 
-/**
- * Non-empty `organizationId` field. Same constraint as `nonEmptyIdSchema` with a
- * stable, human-readable message.
- */
-export const organizationIdSchema = z.string().min(1, 'Organization ID is required')
+/** Non-empty `workspaceId` field with a stable, human-readable message. */
+export const workspaceIdSchema = requiredFieldSchema('Workspace ID is required')
 
-/**
- * Non-empty `workflowId` field. Same constraint as `nonEmptyIdSchema` with a
- * stable, human-readable message.
- */
-export const workflowIdSchema = z.string().min(1, 'Workflow ID is required')
+/** Non-empty `organizationId` field with a stable, human-readable message. */
+export const organizationIdSchema = requiredFieldSchema('Organization ID is required')
+
+/** Non-empty `workflowId` field with a stable, human-readable message. */
+export const workflowIdSchema = requiredFieldSchema('Workflow ID is required')
 
 /**
  * A `workspace_files.id` value. The column is a free-form `text` primary key, so
@@ -58,9 +66,7 @@ export const workflowIdSchema = z.string().min(1, 'Workflow ID is required')
  * path. Both are drawn from `[A-Za-z0-9_-]`, so accept that charset rather than a
  * UUID-only schema — a `.uuid()` constraint here silently 400s every `wf_` file.
  */
-export const workspaceFileIdSchema = z
-  .string()
-  .min(1, 'File ID is required')
+export const workspaceFileIdSchema = requiredFieldSchema('File ID is required')
   .max(128, 'File ID is too long')
   .regex(/^[A-Za-z0-9_-]+$/, 'Invalid file id')
 
diff --git a/apps/sim/lib/api/contracts/tables.ts b/apps/sim/lib/api/contracts/tables.ts
index c1107e3591d..b128660d855 100644
--- a/apps/sim/lib/api/contracts/tables.ts
+++ b/apps/sim/lib/api/contracts/tables.ts
@@ -1,5 +1,6 @@
 import { isRecordLike } from '@sim/utils/object'
 import { z } from 'zod'
+import { requiredFieldSchema, workspaceIdSchema } from '@/lib/api/contracts/primitives'
 import { type ContractJsonResponse, defineRouteContract } from '@/lib/api/contracts/types'
 import { ianaTimezoneSchema } from '@/lib/api/contracts/user'
 import type {
@@ -27,7 +28,7 @@ export const columnTypeSchema = z.enum(COLUMN_TYPES)
 
 /** One choice in a `select` column. `id` is the stable cell key. */
 export const selectOptionSchema = z.object({
-  id: z.string().min(1, 'Option id is required'),
+  id: requiredFieldSchema('Option id is required'),
   name: z
     .string()
     .min(1, 'Option name is required')
@@ -126,12 +127,12 @@ export const tableRowParamsSchema = tableIdParamsSchema.extend({
 })
 
 export const listTablesQuerySchema = z.object({
-  workspaceId: z.string().min(1, 'Workspace ID is required'),
+  workspaceId: workspaceIdSchema,
   scope: tableScopeSchema.default('active'),
 })
 
 export const getTableQuerySchema = z.object({
-  workspaceId: z.string().min(1, 'Workspace ID is required'),
+  workspaceId: workspaceIdSchema,
 })
 
 export const tableColumnSchema = z
@@ -163,12 +164,12 @@ export const createTableBodySchema = z.object({
         `Table cannot have more than ${TABLE_LIMITS.MAX_COLUMNS_PER_TABLE} columns`
       ),
   }),
-  workspaceId: z.string().min(1, 'Workspace ID is required'),
+  workspaceId: workspaceIdSchema,
   initialRowCount: z.number().int().min(0).max(100).optional(),
 })
 
 export const renameTableBodySchema = z.object({
-  workspaceId: z.string().min(1, 'Workspace ID is required'),
+  workspaceId: workspaceIdSchema,
   name: tableNameSchema,
 })
 
@@ -187,7 +188,7 @@ export const tableLocksSchema = z.object({
  */
 export const updateTableBodySchema = z
   .object({
-    workspaceId: z.string().min(1, 'Workspace ID is required'),
+    workspaceId: workspaceIdSchema,
     name: tableNameSchema.optional(),
     locks: tableLocksSchema.partial().optional(),
   })
@@ -202,7 +203,7 @@ export const updateTableBodySchema = z
   })
 
 export const createTableColumnBodySchema = z.object({
-  workspaceId: z.string().min(1, 'Workspace ID is required'),
+  workspaceId: workspaceIdSchema,
   column: z
     .object({
       // Optional stable id — first-party undo of a delete re-creates the column
@@ -220,7 +221,7 @@ export const createTableColumnBodySchema = z.object({
 })
 
 export const updateTableColumnBodySchema = z.object({
-  workspaceId: z.string().min(1, 'Workspace ID is required'),
+  workspaceId: workspaceIdSchema,
   columnName: columnNameSchema,
   updates: z
     .object({
@@ -235,7 +236,7 @@ export const updateTableColumnBodySchema = z.object({
 })
 
 export const deleteTableColumnBodySchema = z.object({
-  workspaceId: z.string().min(1, 'Workspace ID is required'),
+  workspaceId: workspaceIdSchema,
   columnName: columnNameSchema,
 })
 
@@ -246,7 +247,7 @@ export const tableMetadataSchema = z.object({
 }) satisfies z.ZodType<TableMetadata>
 
 export const updateTableMetadataBodySchema = z.object({
-  workspaceId: z.string().min(1, 'Workspace ID is required'),
+  workspaceId: workspaceIdSchema,
   metadata: tableMetadataSchema,
 })
 
@@ -260,7 +261,7 @@ export const tableRowSchema = domainObjectSchema<TableRow>()
  * {@link rowAnchorMutexRefine} — Zod forbids `.omit()` on a refined schema.
  */
 export const insertTableRowBodyBaseSchema = z.object({
-  workspaceId: z.string().min(1, 'Workspace ID is required'),
+  workspaceId: workspaceIdSchema,
   data: rowDataSchema,
   position: z.number().int().min(0).optional(),
   /** Fractional ordering: insert directly after this row id. Takes precedence over `position`. */
@@ -283,14 +284,14 @@ export const insertTableRowBodySchema = insertTableRowBodyBaseSchema.refine(...r
  * unique column when omitted).
  */
 export const upsertTableRowBodySchema = z.object({
-  workspaceId: z.string().min(1, 'Workspace ID is required'),
+  workspaceId: workspaceIdSchema,
   data: rowDataSchema,
   conflictTarget: z.string().min(1).optional(),
 })
 
 export const batchInsertTableRowsBodySchema = z
   .object({
-    workspaceId: z.string().min(1, 'Workspace ID is required'),
+    workspaceId: workspaceIdSchema,
     rows: z
       .array(rowDataSchema)
       .min(1, 'At least one row is required')
@@ -318,12 +319,12 @@ export const insertTableRowsBodySchema = z.union([
 ])
 
 export const updateTableRowBodySchema = z.object({
-  workspaceId: z.string().min(1, 'Workspace ID is required'),
+  workspaceId: workspaceIdSchema,
   data: rowDataSchema,
 })
 
 export const batchUpdateTableRowsBodySchema = z.object({
-  workspaceId: z.string().min(1, 'Workspace ID is required'),
+  workspaceId: workspaceIdSchema,
   updates: z
     .array(
       z.object({
@@ -365,12 +366,12 @@ const optionalPositiveLimit = (max: number, label: string) =>
   )
 
 export const deleteTableRowBodySchema = z.object({
-  workspaceId: z.string().min(1, 'Workspace ID is required'),
+  workspaceId: workspaceIdSchema,
 })
 
 export const deleteTableRowsBodySchema = z
   .object({
-    workspaceId: z.string().min(1, 'Workspace ID is required'),
+    workspaceId: workspaceIdSchema,
     filter: nonEmptyFilterSchema.optional(),
     limit: optionalPositiveLimit(TABLE_LIMITS.MAX_BULK_OPERATION_SIZE, 'Limit').optional(),
     rowIds: z
@@ -388,7 +389,7 @@ export const deleteTableRowsBodySchema = z
 
 /** Unrefined base so v1 contracts can `.extend()` — consumers use {@link tableRowsQuerySchema}. */
 export const tableRowsQueryBaseSchema = z.object({
-  workspaceId: z.string().min(1, 'Workspace ID is required'),
+  workspaceId: workspaceIdSchema,
   filter: domainObjectSchema<Filter>().optional(),
   sort: domainObjectSchema<Sort>().optional(),
   /**
@@ -435,7 +436,7 @@ export const tableRowsQuerySchema = tableRowsQueryBaseSchema.refine(
 )
 
 export const updateRowsByFilterBodySchema = z.object({
-  workspaceId: z.string().min(1, 'Workspace ID is required'),
+  workspaceId: workspaceIdSchema,
   filter: nonEmptyFilterSchema,
   data: rowDataSchema,
   limit: optionalPositiveLimit(TABLE_LIMITS.MAX_BULK_OPERATION_SIZE, 'Limit').optional(),
@@ -488,9 +489,9 @@ export const createTableContract = defineRouteContract({
  * `importing` table and runs the load in the background.
  */
 export const importTableAsyncBodySchema = z.object({
-  workspaceId: z.string().min(1, 'Workspace ID is required'),
-  fileKey: z.string().min(1, 'fileKey is required'),
-  fileName: z.string().min(1, 'fileName is required'),
+  workspaceId: workspaceIdSchema,
+  fileKey: requiredFieldSchema('fileKey is required'),
+  fileName: requiredFieldSchema('fileName is required'),
   /**
    * Whether the source object is deleted once the import is terminal. Defaults to true (the upload
    * flow stores a single-use temp object); pass false when importing an existing workspace file
@@ -650,8 +651,8 @@ export const listTableRowsContract = defineRouteContract({
 })
 
 export const findTableRowsQuerySchema = z.object({
-  workspaceId: z.string().min(1, 'Workspace ID is required'),
-  q: z.string().min(1, 'Search query is required'),
+  workspaceId: workspaceIdSchema,
+  q: requiredFieldSchema('Search query is required'),
   filter: domainObjectSchema<Filter>().optional(),
   sort: domainObjectSchema<Sort>().optional(),
 })
@@ -799,9 +800,9 @@ export const csvExtensionSchema = z.enum(['csv', 'tsv'], {
  * resolved column mapping (the dialog computes them from its preview).
  */
 export const importIntoTableAsyncBodySchema = z.object({
-  workspaceId: z.string().min(1, 'Workspace ID is required'),
-  fileKey: z.string().min(1, 'fileKey is required'),
-  fileName: z.string().min(1, 'fileName is required'),
+  workspaceId: workspaceIdSchema,
+  fileKey: requiredFieldSchema('fileKey is required'),
+  fileName: requiredFieldSchema('fileName is required'),
   mode: csvImportModeSchema,
   mapping: z.record(z.string(), z.string().nullable()).optional(),
   createColumns: z.array(z.string()).optional(),
@@ -868,7 +869,7 @@ export const tableExportFormatSchema = z
   .default('csv')
 
 export const exportTableAsyncBodySchema = z.object({
-  workspaceId: z.string().min(1, 'Workspace ID is required'),
+  workspaceId: workspaceIdSchema,
   format: z.enum(['csv', 'json']).default('csv'),
 })
 
@@ -904,7 +905,7 @@ export const tableJobSummarySchema = z.object({
 export type TableJobSummary = z.output<typeof tableJobSummarySchema>
 
 export const listTableJobsQuerySchema = z.object({
-  workspaceId: z.string().min(1, 'Workspace ID is required'),
+  workspaceId: workspaceIdSchema,
   type: z.literal('export'),
 })
 
@@ -924,8 +925,8 @@ export const listTableJobsContract = defineRouteContract({
 })
 
 export const exportDownloadQuerySchema = z.object({
-  workspaceId: z.string().min(1, 'Workspace ID is required'),
-  jobId: z.string().min(1, 'Job ID is required'),
+  workspaceId: workspaceIdSchema,
+  jobId: requiredFieldSchema('Job ID is required'),
 })
 
 /** Resolves a completed export job to a short-lived presigned download URL. */
@@ -1079,7 +1080,7 @@ export const deleteTableRowsContract = defineRouteContract({
  * worker deletes in paginated batches. Omitting `filter` deletes the whole table (at the cutoff).
  */
 export const deleteTableRowsAsyncBodySchema = z.object({
-  workspaceId: z.string().min(1, 'Workspace ID is required'),
+  workspaceId: workspaceIdSchema,
   filter: nonEmptyFilterSchema.optional(),
   excludeRowIds: z
     .array(z.string().min(1))
@@ -1151,7 +1152,7 @@ export const groupIdParamsSchema = tableIdParamsSchema.extend({
 })
 
 export const addWorkflowGroupBodySchema = z.object({
-  workspaceId: z.string().min(1, 'Workspace ID is required'),
+  workspaceId: workspaceIdSchema,
   group: z.object({
     id: z.string().min(1),
     /** Workflow id for manual groups; `''` (or omitted) for enrichment groups. */
@@ -1196,7 +1197,7 @@ const workflowGroupMappingUpdateSchema = z.object({
 })
 
 export const updateWorkflowGroupBodySchema = z.object({
-  workspaceId: z.string().min(1, 'Workspace ID is required'),
+  workspaceId: workspaceIdSchema,
   groupId: z.string().min(1),
   workflowId: z.string().min(1).optional(),
   name: z.string().optional(),
@@ -1220,7 +1221,7 @@ export const updateWorkflowGroupBodySchema = z.object({
 })
 
 export const deleteWorkflowGroupBodySchema = z.object({
-  workspaceId: z.string().min(1, 'Workspace ID is required'),
+  workspaceId: workspaceIdSchema,
   groupId: z.string().min(1),
 })
 
@@ -1272,7 +1273,7 @@ export const deleteWorkflowGroupContract = defineRouteContract({
  */
 export const cancelTableRunsBodySchema = z
   .object({
-    workspaceId: z.string().min(1, 'Workspace ID is required'),
+    workspaceId: workspaceIdSchema,
     scope: z.enum(['all', 'row']),
     rowId: z.string().min(1).optional(),
     filter: domainObjectSchema<Filter>().optional(),
@@ -1321,8 +1322,8 @@ export const cancelTableRunsContract = defineRouteContract({
 })
 
 export const cancelTableJobBodySchema = z.object({
-  workspaceId: z.string().min(1, 'Workspace ID is required'),
-  jobId: z.string().min(1, 'Job ID is required'),
+  workspaceId: workspaceIdSchema,
+  jobId: requiredFieldSchema('Job ID is required'),
 })
 
 /**
@@ -1373,7 +1374,7 @@ export const runLimitSchema = z.object({
 
 export const runColumnBodySchema = z
   .object({
-    workspaceId: z.string().min(1, 'Workspace ID is required'),
+    workspaceId: workspaceIdSchema,
     groupIds: z.array(z.string().min(1)).min(1),
     runMode: z.enum(['all', 'incomplete']).default('all'),
     rowIds: z.array(z.string().min(1)).min(1).optional(),
diff --git a/apps/sim/lib/api/contracts/v1/files.ts b/apps/sim/lib/api/contracts/v1/files.ts
index 65a881c4a86..c196e0953cf 100644
--- a/apps/sim/lib/api/contracts/v1/files.ts
+++ b/apps/sim/lib/api/contracts/v1/files.ts
@@ -1,4 +1,5 @@
 import { z } from 'zod'
+import { requiredFieldSchema } from '@/lib/api/contracts/primitives'
 import { defineRouteContract } from '@/lib/api/contracts/types'
 
 export const v1FileParamsSchema = z.object({
@@ -6,11 +7,11 @@ export const v1FileParamsSchema = z.object({
 })
 
 export const v1WorkspaceIdQuerySchema = z.object({
-  workspaceId: z.string().min(1, 'workspaceId query parameter is required'),
+  workspaceId: requiredFieldSchema('workspaceId query parameter is required'),
 })
 
 export const v1UploadFileFormFieldsSchema = z.object({
-  workspaceId: z.string().min(1, 'workspaceId form field is required'),
+  workspaceId: requiredFieldSchema('workspaceId form field is required'),
 })
 
 export type V1FileParams = z.output<typeof v1FileParamsSchema>
diff --git a/apps/sim/lib/api/contracts/v1/knowledge/index.ts b/apps/sim/lib/api/contracts/v1/knowledge/index.ts
index 829acb2de51..0134da1147a 100644
--- a/apps/sim/lib/api/contracts/v1/knowledge/index.ts
+++ b/apps/sim/lib/api/contracts/v1/knowledge/index.ts
@@ -4,6 +4,7 @@ import {
   knowledgeDocumentParamsSchema,
   successResponseSchema,
 } from '@/lib/api/contracts/knowledge/shared'
+import { requiredFieldSchema, workspaceIdSchema } from '@/lib/api/contracts/primitives'
 import { defineRouteContract } from '@/lib/api/contracts/types'
 import { KNOWLEDGE_BASE_DESCRIPTION_MAX_LENGTH } from '@/lib/knowledge/constants'
 
@@ -30,13 +31,13 @@ export const v1ChunkingConfigSchema = z.object({
 
 /** GET `/api/v1/knowledge` — list knowledge bases scoped to a workspace. */
 export const v1ListKnowledgeBasesQuerySchema = z.object({
-  workspaceId: z.string().min(1, 'workspaceId query parameter is required'),
+  workspaceId: requiredFieldSchema('workspaceId query parameter is required'),
 })
 
 /** POST `/api/v1/knowledge` — create a knowledge base. */
 export const v1CreateKnowledgeBaseBodySchema = z.object({
-  workspaceId: z.string().min(1, 'Workspace ID is required'),
-  name: z.string().min(1, 'Name is required').max(255, 'Name must be 255 characters or less'),
+  workspaceId: workspaceIdSchema,
+  name: requiredFieldSchema('Name is required').max(255, 'Name must be 255 characters or less'),
   description: z
     .string()
     .max(
@@ -53,13 +54,13 @@ export const v1CreateKnowledgeBaseBodySchema = z.object({
 
 /** GET/DELETE `/api/v1/knowledge/[id]` — workspace scope param. */
 export const v1KnowledgeWorkspaceQuerySchema = z.object({
-  workspaceId: z.string().min(1, 'workspaceId query parameter is required'),
+  workspaceId: requiredFieldSchema('workspaceId query parameter is required'),
 })
 
 /** PUT `/api/v1/knowledge/[id]` — partial update with workspace scope in body. */
 export const v1UpdateKnowledgeBaseBodySchema = z
   .object({
-    workspaceId: z.string().min(1, 'Workspace ID is required'),
+    workspaceId: workspaceIdSchema,
     name: z.string().min(1).max(255, 'Name must be 255 characters or less').optional(),
     description: z
       .string()
@@ -86,7 +87,7 @@ export const v1UpdateKnowledgeBaseBodySchema = z
 
 /** GET `/api/v1/knowledge/[id]/documents` — list documents (defaults differ from in-app list). */
 export const v1ListKnowledgeDocumentsQuerySchema = z.object({
-  workspaceId: z.string().min(1, 'workspaceId query parameter is required'),
+  workspaceId: requiredFieldSchema('workspaceId query parameter is required'),
   limit: z.coerce.number().int().min(1).max(100).default(50),
   offset: z.coerce.number().int().min(0).default(0),
   search: z.string().optional(),
@@ -121,9 +122,9 @@ export const v1SearchTagFilterSchema = z.object({
 /** POST `/api/v1/knowledge/search` body. */
 export const v1KnowledgeSearchBodySchema = z
   .object({
-    workspaceId: z.string().min(1, 'Workspace ID is required'),
+    workspaceId: workspaceIdSchema,
     knowledgeBaseIds: z.union([
-      z.string().min(1, 'Knowledge base ID is required'),
+      requiredFieldSchema('Knowledge base ID is required'),
       z
         .array(z.string().min(1))
         .min(1, 'At least one knowledge base ID is required')
diff --git a/apps/sim/lib/api/contracts/v1/logs.ts b/apps/sim/lib/api/contracts/v1/logs.ts
index 52e48b096d2..87279d8d72a 100644
--- a/apps/sim/lib/api/contracts/v1/logs.ts
+++ b/apps/sim/lib/api/contracts/v1/logs.ts
@@ -1,5 +1,5 @@
 import { z } from 'zod'
-import { booleanQueryFlagSchema } from '@/lib/api/contracts/primitives'
+import { booleanQueryFlagSchema, workspaceIdSchema } from '@/lib/api/contracts/primitives'
 import { defineRouteContract } from '@/lib/api/contracts/types'
 
 export const v1LogParamsSchema = z.object({
@@ -11,7 +11,7 @@ export const v1ExecutionParamsSchema = z.object({
 })
 
 export const v1ListLogsQuerySchema = z.object({
-  workspaceId: z.string().min(1),
+  workspaceId: workspaceIdSchema,
   workflowIds: z.string().optional(),
   folderIds: z.string().optional(),
   triggers: z.string().optional(),
diff --git a/apps/sim/lib/api/contracts/v1/tables/index.ts b/apps/sim/lib/api/contracts/v1/tables/index.ts
index 9546e2a2c09..4491b8840be 100644
--- a/apps/sim/lib/api/contracts/v1/tables/index.ts
+++ b/apps/sim/lib/api/contracts/v1/tables/index.ts
@@ -1,5 +1,6 @@
 import { isRecordLike } from '@sim/utils/object'
 import { z } from 'zod'
+import { requiredFieldSchema, workspaceIdSchema } from '@/lib/api/contracts/primitives'
 import {
   createTableBodySchema,
   createTableColumnBodySchema,
@@ -48,7 +49,7 @@ export const v1TableRowsQuerySchema = tableRowsQueryBaseSchema.omit({ after: tru
 })
 
 export const v1ListTablesQuerySchema = z.object({
-  workspaceId: z.string().min(1, 'workspaceId query parameter is required'),
+  workspaceId: requiredFieldSchema('workspaceId query parameter is required'),
 })
 
 export const v1CreateTableBodySchema = createTableBodySchema.omit({
@@ -67,7 +68,7 @@ export const v1InsertTableRowBodySchema = insertTableRowBodyBaseSchema
  * Public API batch insert body — no `positions`. Same rationale as above.
  */
 export const v1BatchInsertTableRowsBodySchema = z.object({
-  workspaceId: z.string().min(1, 'Workspace ID is required'),
+  workspaceId: workspaceIdSchema,
   rows: z
     .array(rowDataSchema)
     .min(1, 'At least one row is required')
diff --git a/apps/sim/lib/api/contracts/v1/workflows.ts b/apps/sim/lib/api/contracts/v1/workflows.ts
index aa5a78c901d..10ef1c35205 100644
--- a/apps/sim/lib/api/contracts/v1/workflows.ts
+++ b/apps/sim/lib/api/contracts/v1/workflows.ts
@@ -9,7 +9,7 @@ import { defineRouteContract } from '@/lib/api/contracts/types'
 import { workflowIdParamsSchema, workflowStateSchema } from '@/lib/api/contracts/workflows'
 
 export const v1ListWorkflowsQuerySchema = z.object({
-  workspaceId: z.string().min(1),
+  workspaceId: workspaceIdSchema,
   folderId: z.string().optional(),
   deployedOnly: booleanQueryFlagSchema.optional().default(false),
   limit: z.coerce.number().min(1).max(100).optional().default(50),
diff --git a/apps/sim/lib/api/contracts/workflows.ts b/apps/sim/lib/api/contracts/workflows.ts
index 23fc05c736c..60db7b61c7c 100644
--- a/apps/sim/lib/api/contracts/workflows.ts
+++ b/apps/sim/lib/api/contracts/workflows.ts
@@ -1,5 +1,9 @@
 import { z } from 'zod'
-import { workspaceIdSchema } from '@/lib/api/contracts/primitives'
+import {
+  requiredFieldSchema,
+  workflowIdSchema,
+  workspaceIdSchema,
+} from '@/lib/api/contracts/primitives'
 import { defineRouteContract } from '@/lib/api/contracts/types'
 
 const subBlockValuesSchema = z.record(z.string(), z.record(z.string(), z.unknown()))
@@ -229,7 +233,7 @@ export const workflowListItemSchema = z.object({
 
 export const createWorkflowBodySchema = z.object({
   id: z.string().uuid().optional(),
-  name: z.string().min(1, 'Name is required'),
+  name: requiredFieldSchema('Name is required'),
   description: z.string().optional().default(''),
   workspaceId: z.string().optional(),
   folderId: z.string().nullable().optional(),
@@ -254,7 +258,7 @@ export type CreateWorkflowBody = z.input<typeof createWorkflowBodySchema>
 export type CreateWorkflowResponse = z.output<typeof createWorkflowResponseSchema>
 
 export const duplicateWorkflowBodySchema = z.object({
-  name: z.string().min(1, 'Name is required'),
+  name: requiredFieldSchema('Name is required'),
   description: z.string().optional(),
   workspaceId: z.string().optional(),
   folderId: z.string().nullable().optional(),
@@ -278,7 +282,7 @@ export type DuplicateWorkflowBody = z.input<typeof duplicateWorkflowBodySchema>
 export type DuplicateWorkflowResponse = z.output<typeof duplicateWorkflowResponseSchema>
 
 export const updateWorkflowBodySchema = z.object({
-  name: z.string().min(1, 'Name is required').optional(),
+  name: requiredFieldSchema('Name is required').optional(),
   description: z.string().optional(),
   folderId: z.string().nullable().optional(),
   sortOrder: z.number().int().min(0).optional(),
@@ -302,7 +306,7 @@ export const reorderWorkflowsBodySchema = z.object({
 export type ReorderWorkflowsBody = z.input<typeof reorderWorkflowsBodySchema>
 
 export const executeWorkflowRunFromBlockSchema = z.object({
-  startBlockId: z.string().min(1, 'Start block ID is required'),
+  startBlockId: requiredFieldSchema('Start block ID is required'),
   sourceSnapshot: z
     .object({
       blockStates: z.record(z.string(), z.any()),
@@ -454,14 +458,14 @@ export const workflowLogResultSchema = z.object({
 
 export const workflowLogBodySchema = z.object({
   logs: z.array(z.any()).optional(),
-  executionId: z.string().min(1, 'Execution ID is required').optional(),
+  executionId: requiredFieldSchema('Execution ID is required').optional(),
   result: workflowLogResultSchema.optional(),
 })
 export type WorkflowLogBody = z.input<typeof workflowLogBodySchema>
 
 export const importWorkflowAsSuperuserBodySchema = z.object({
-  workflowId: z.string().min(1, 'Workflow ID is required'),
-  targetWorkspaceId: z.string().min(1, 'Target workspace ID is required'),
+  workflowId: workflowIdSchema,
+  targetWorkspaceId: requiredFieldSchema('Target workspace ID is required'),
 })
 
 export type ImportWorkflowAsSuperuserBody = z.input<typeof importWorkflowAsSuperuserBodySchema>
diff --git a/apps/sim/lib/api/contracts/workspace-files.ts b/apps/sim/lib/api/contracts/workspace-files.ts
index b47b5710528..1351e5f9527 100644
--- a/apps/sim/lib/api/contracts/workspace-files.ts
+++ b/apps/sim/lib/api/contracts/workspace-files.ts
@@ -3,7 +3,13 @@ import { inlineFileRefQuerySchema } from '@/lib/api/contracts/primitives'
 import { shareRecordSchema } from '@/lib/api/contracts/public-shares'
 import { defineRouteContract } from '@/lib/api/contracts/types'
 
-export const workspaceFileScopeSchema = z.enum(['active', 'archived', 'all'])
+/**
+ * Client-reachable listing scopes. `all` is deliberately excluded: it drops the
+ * `deleted_at` predicate, so it cannot use the partial index that serves the
+ * other two and degrades to a full workspace scan. No client requests it, and
+ * server-side callers reach that scope directly rather than over the wire.
+ */
+export const workspaceFileScopeSchema = z.enum(['active', 'archived'])
 
 export const workspaceFilesParamsSchema = z.object({
   id: z.string({ error: 'Workspace ID is required' }).min(1, 'Workspace ID is required'),
diff --git a/apps/sim/lib/api/server/rate-limit-context.ts b/apps/sim/lib/api/server/rate-limit-context.ts
new file mode 100644
index 00000000000..3d9d9fd04ad
--- /dev/null
+++ b/apps/sim/lib/api/server/rate-limit-context.ts
@@ -0,0 +1,49 @@
+export interface RateLimitSnapshot {
+  limit: number
+  remaining: number
+  resetAt: Date
+}
+
+/**
+ * Request-scoped carrier for the rate-limit snapshot, so response headers can be
+ * attached once at the route boundary instead of at every `return`.
+ *
+ * A route computes its rate limit at the top of the handler but returns from
+ * many places — success, validation failure, not-found, access denied, and the
+ * unhandled-error path inside `withRouteHandler`. Decorating each return means
+ * the headers are only as complete as the least-careful branch, and a new branch
+ * silently ships without them. Recording the snapshot once lets
+ * `withRouteHandler` publish it on whatever response comes back.
+ *
+ * A `WeakMap` keyed by the request avoids `AsyncLocalStorage` plumbing and needs
+ * no cleanup: the entry becomes collectable as soon as the request object does.
+ * Routes that never record a snapshot (everything outside the v1 API) read
+ * `undefined` and are left untouched.
+ */
+const snapshots = new WeakMap<object, RateLimitSnapshot>()
+
+/**
+ * Records the rate-limit snapshot for this request. Called by the v1 middleware
+ * once the token bucket has been consulted; a request that fails authentication
+ * records nothing, so no quota is published for it.
+ */
+export function recordRateLimitSnapshot(request: object, snapshot: RateLimitSnapshot): void {
+  snapshots.set(request, snapshot)
+}
+
+/** The single definition of the `X-RateLimit-*` header names and formatting. */
+export function buildRateLimitHeaders(snapshot: RateLimitSnapshot): Record<string, string> {
+  return {
+    'X-RateLimit-Limit': snapshot.limit.toString(),
+    'X-RateLimit-Remaining': snapshot.remaining.toString(),
+    'X-RateLimit-Reset': snapshot.resetAt.toISOString(),
+  }
+}
+
+/**
+ * Headers for a request, or `null` when no bucket was consulted for it.
+ */
+export function getRateLimitHeaders(request: object): Record<string, string> | null {
+  const snapshot = snapshots.get(request)
+  return snapshot ? buildRateLimitHeaders(snapshot) : null
+}
diff --git a/apps/sim/lib/billing/core/billing.test.ts b/apps/sim/lib/billing/core/billing.test.ts
index ce938771089..ea431214e91 100644
--- a/apps/sim/lib/billing/core/billing.test.ts
+++ b/apps/sim/lib/billing/core/billing.test.ts
@@ -8,6 +8,7 @@ const {
   mockComputeDailyRefreshConsumed,
   mockEnsureUserStatsExists,
   mockGetBillingPeriodUsageCost,
+  mockGetBillingPeriodUsageCostWithSourceSubset,
   mockGetHighestPriorityPersonalSubscription,
   mockGetHighestPrioritySubscription,
   mockResolveBillingInterval,
@@ -15,6 +16,7 @@ const {
   mockComputeDailyRefreshConsumed: vi.fn(),
   mockEnsureUserStatsExists: vi.fn(),
   mockGetBillingPeriodUsageCost: vi.fn(),
+  mockGetBillingPeriodUsageCostWithSourceSubset: vi.fn(),
   mockGetHighestPriorityPersonalSubscription: vi.fn(),
   mockGetHighestPrioritySubscription: vi.fn(),
   mockResolveBillingInterval: vi.fn(),
@@ -35,6 +37,7 @@ vi.mock('@/lib/billing/core/usage', () => ({
 vi.mock('@/lib/billing/core/usage-log', () => ({
   COPILOT_USAGE_SOURCES: ['copilot'],
   getBillingPeriodUsageCost: mockGetBillingPeriodUsageCost,
+  getBillingPeriodUsageCostWithSourceSubset: mockGetBillingPeriodUsageCostWithSourceSubset,
 }))
 
 vi.mock('@/lib/billing/credits/daily-refresh', () => ({
@@ -50,7 +53,7 @@ describe('getPersonalBillingSummary', () => {
     mockEnsureUserStatsExists.mockResolvedValue(undefined)
     mockResolveBillingInterval.mockReturnValue('year')
     mockComputeDailyRefreshConsumed.mockResolvedValue(3)
-    mockGetBillingPeriodUsageCost.mockResolvedValueOnce(2).mockResolvedValueOnce(1)
+    mockGetBillingPeriodUsageCostWithSourceSubset.mockResolvedValue({ total: 2, subset: 1 })
     mockGetHighestPriorityPersonalSubscription.mockResolvedValue({
       id: 'personal-sub',
       referenceId: 'viewer-a',
diff --git a/apps/sim/lib/billing/core/billing.ts b/apps/sim/lib/billing/core/billing.ts
index 8202e809d8d..fbdc924881d 100644
--- a/apps/sim/lib/billing/core/billing.ts
+++ b/apps/sim/lib/billing/core/billing.ts
@@ -7,7 +7,11 @@ import {
   resolveBillingInterval,
 } from '@/lib/billing/core/subscription'
 import { ensureUserStatsExists } from '@/lib/billing/core/usage'
-import { COPILOT_USAGE_SOURCES, getBillingPeriodUsageCost } from '@/lib/billing/core/usage-log'
+import {
+  COPILOT_USAGE_SOURCES,
+  getBillingPeriodUsageCost,
+  getBillingPeriodUsageCostWithSourceSubset,
+} from '@/lib/billing/core/usage-log'
 import {
   computeDailyRefreshConsumed,
   getOrgMemberRefreshBounds,
@@ -429,15 +433,13 @@ export async function getPersonalBillingSummary(userId: string, executor: DbClie
       personalSubscription?.periodStart && personalSubscription.periodEnd
         ? { start: personalSubscription.periodStart, end: personalSubscription.periodEnd }
         : defaultBillingPeriod()
-    const [ledgerUsage, copilotLedgerUsage] = await Promise.all([
-      getBillingPeriodUsageCost({ type: 'user', id: userId }, billingPeriod, undefined, executor),
-      getBillingPeriodUsageCost(
+    const { total: ledgerUsage, subset: copilotLedgerUsage } =
+      await getBillingPeriodUsageCostWithSourceSubset(
         { type: 'user', id: userId },
         billingPeriod,
         COPILOT_USAGE_SOURCES,
         executor
-      ),
-    ])
+      )
 
     const hasPersonalUsageSnapshot =
       Boolean(personalSubscription) && isPro(plan) && stats.proPeriodCostSnapshotAt !== null
diff --git a/apps/sim/lib/billing/core/usage-log.ts b/apps/sim/lib/billing/core/usage-log.ts
index 0bb01455d18..9a87be4791a 100644
--- a/apps/sim/lib/billing/core/usage-log.ts
+++ b/apps/sim/lib/billing/core/usage-log.ts
@@ -207,6 +207,40 @@ export async function getBillingPeriodUsageCost(
   return Number.parseFloat(row?.cost ?? '0')
 }
 
+/**
+ * Period total plus the portion attributable to `source`, in a single scan.
+ *
+ * Two separate aggregates over the identical row set double the work and, because
+ * they are separate statements, can observe different snapshots — which makes the
+ * subset exceeding the total representable. One statement rules that out.
+ */
+export async function getBillingPeriodUsageCostWithSourceSubset(
+  billingEntity: BillingEntity,
+  billingPeriod: { start: Date; end: Date },
+  source: UsageLogSource[],
+  executor: DbClient = db
+): Promise<{ total: number; subset: number }> {
+  const [row] = await executor
+    .select({
+      total: sql<string>`COALESCE(SUM(${usageLog.cost}), 0)`,
+      subset: sql<string>`COALESCE(SUM(${usageLog.cost}) FILTER (WHERE ${inArray(usageLog.source, source)}), 0)`,
+    })
+    .from(usageLog)
+    .where(
+      and(
+        eq(usageLog.billingEntityType, billingEntity.type),
+        eq(usageLog.billingEntityId, billingEntity.id),
+        eq(usageLog.billingPeriodStart, billingPeriod.start),
+        eq(usageLog.billingPeriodEnd, billingPeriod.end)
+      )
+    )
+
+  return {
+    total: Number.parseFloat(row?.total ?? '0'),
+    subset: Number.parseFloat(row?.subset ?? '0'),
+  }
+}
+
 export async function getBillingPeriodUsageCostByUser(
   billingEntity: BillingEntity,
   billingPeriod: { start: Date; end: Date },
diff --git a/apps/sim/lib/copilot/vfs/workflow-alias-backing.test.ts b/apps/sim/lib/copilot/vfs/workflow-alias-backing.test.ts
index 55e4918b0f2..e770b516c7c 100644
--- a/apps/sim/lib/copilot/vfs/workflow-alias-backing.test.ts
+++ b/apps/sim/lib/copilot/vfs/workflow-alias-backing.test.ts
@@ -1,10 +1,10 @@
+import { dbChainMockFns, drizzleOrmMock } from '@sim/testing/mocks'
 import { beforeEach, describe, expect, it, vi } from 'vitest'
 
 const mocks = vi.hoisted(() => ({
   ensureWorkspaceFileFolderPath: vi.fn(),
   listWorkspaceFileFolders: vi.fn(),
   getWorkspaceFileByName: vi.fn(),
-  listWorkspaceFiles: vi.fn(),
   uploadWorkspaceFile: vi.fn(),
 }))
 
@@ -15,11 +15,10 @@ vi.mock('@/lib/uploads/contexts/workspace/workspace-file-folder-manager', () =>
 
 vi.mock('@/lib/uploads/contexts/workspace/workspace-file-manager', () => ({
   getWorkspaceFileByName: mocks.getWorkspaceFileByName,
-  listWorkspaceFiles: mocks.listWorkspaceFiles,
   uploadWorkspaceFile: mocks.uploadWorkspaceFile,
 }))
 
-import { ensureWorkflowAliasBacking } from './workflow-alias-backing'
+import { cleanupWorkflowAliasBacking, ensureWorkflowAliasBacking } from './workflow-alias-backing'
 
 describe('workflow alias backing', () => {
   beforeEach(() => {
@@ -79,4 +78,98 @@ describe('workflow alias backing', () => {
     expect(mocks.uploadWorkspaceFile).not.toHaveBeenCalled()
     expect(result.changelogFile).toMatchObject({ id: 'file-existing' })
   })
+
+  describe('cleanupWorkflowAliasBacking', () => {
+    /**
+     * Folder paths resolve independently of `deletedAt`, so a live file parented
+     * to an archived folder still resolves to a backing path. The archived
+     * `.changelogs` folder below therefore has to participate in file ownership
+     * while staying out of the set of folders that get archived.
+     */
+    const folders = [
+      { id: 'changelog-live', path: '.changelogs', deletedAt: null },
+      { id: 'changelog-archived', path: '.changelogs', deletedAt: new Date() },
+      { id: 'plans-wf1', path: '.plans/wf_1', deletedAt: null },
+      { id: 'plans-wf1-nested', path: '.plans/wf_1/nested', deletedAt: null },
+      { id: 'plans-wf1-archived', path: '.plans/wf_1/old', deletedAt: new Date() },
+      { id: 'plans-wf2', path: '.plans/wf_2', deletedAt: null },
+      { id: 'unrelated', path: 'documents', deletedAt: null },
+    ]
+
+    beforeEach(() => {
+      mocks.listWorkspaceFileFolders.mockResolvedValue(folders)
+    })
+
+    it('scopes file ownership by folder id, including archived folders', async () => {
+      await cleanupWorkflowAliasBacking({ workspaceId: 'workspace-1', workflowId: 'wf_1' })
+
+      const inArrayValues = drizzleOrmMock.inArray.mock.calls.map(([, values]) => values)
+
+      expect(inArrayValues).toContainEqual(['plans-wf1', 'plans-wf1-nested', 'plans-wf1-archived'])
+      expect(inArrayValues).toContainEqual(['changelog-live', 'changelog-archived'])
+    })
+
+    it('archives only live folders owned by the workflow', async () => {
+      await cleanupWorkflowAliasBacking({ workspaceId: 'workspace-1', workflowId: 'wf_1' })
+
+      const inArrayValues = drizzleOrmMock.inArray.mock.calls.map(([, values]) => values)
+
+      expect(inArrayValues).toContainEqual(['plans-wf1', 'plans-wf1-nested'])
+      expect(inArrayValues.flat()).not.toContain('plans-wf2')
+      expect(inArrayValues.flat()).not.toContain('unrelated')
+    })
+
+    it('matches the changelog by the workflow-scoped filename', async () => {
+      await cleanupWorkflowAliasBacking({ workspaceId: 'workspace-1', workflowId: 'wf_1' })
+
+      expect(drizzleOrmMock.eq).toHaveBeenCalledWith(expect.anything(), 'wf_1.md')
+    })
+
+    it('restricts the update to workspace-context files', async () => {
+      await cleanupWorkflowAliasBacking({ workspaceId: 'workspace-1', workflowId: 'wf_1' })
+
+      expect(drizzleOrmMock.eq).toHaveBeenCalledWith(expect.anything(), 'workspace')
+    })
+
+    it('still archives the changelog when the workflow has no plans folder', async () => {
+      mocks.listWorkspaceFileFolders.mockResolvedValue([
+        { id: 'changelog-live', path: '.changelogs', deletedAt: null },
+        { id: 'plans-wf2', path: '.plans/wf_2', deletedAt: null },
+      ])
+
+      await cleanupWorkflowAliasBacking({ workspaceId: 'workspace-1', workflowId: 'wf_1' })
+
+      const inArrayValues = drizzleOrmMock.inArray.mock.calls.map(([, values]) => values)
+      expect(inArrayValues).toContainEqual(['changelog-live'])
+      expect(inArrayValues.flat()).not.toContain('plans-wf2')
+      expect(dbChainMockFns.update).toHaveBeenCalledTimes(1)
+    })
+
+    /**
+     * The decisive guard: `and()` drops `undefined`, so an ownership clause that
+     * resolved to nothing would leave a WHERE matching every file in the
+     * workspace. No ownership must mean no UPDATE is issued at all.
+     */
+    it('issues no update at all when the workflow owns no backing folders', async () => {
+      mocks.listWorkspaceFileFolders.mockResolvedValue([
+        { id: 'unrelated', path: 'documents', deletedAt: null },
+      ])
+
+      const result = await cleanupWorkflowAliasBacking({
+        workspaceId: 'workspace-1',
+        workflowId: 'wf_missing',
+      })
+
+      expect(dbChainMockFns.update).not.toHaveBeenCalled()
+      expect(drizzleOrmMock.inArray).not.toHaveBeenCalled()
+      expect(result).toEqual({ files: 0, folders: 0 })
+    })
+
+    it('never archives files belonging to another workflow', async () => {
+      await cleanupWorkflowAliasBacking({ workspaceId: 'workspace-1', workflowId: 'wf_1' })
+
+      const inArrayValues = drizzleOrmMock.inArray.mock.calls.flatMap(([, values]) => values)
+      expect(inArrayValues).not.toContain('plans-wf2')
+    })
+  })
 })
diff --git a/apps/sim/lib/copilot/vfs/workflow-alias-backing.ts b/apps/sim/lib/copilot/vfs/workflow-alias-backing.ts
index b57ea3a72c8..8cec8b2ffc1 100644
--- a/apps/sim/lib/copilot/vfs/workflow-alias-backing.ts
+++ b/apps/sim/lib/copilot/vfs/workflow-alias-backing.ts
@@ -1,6 +1,6 @@
 import { db } from '@sim/db'
 import { workspaceFileFolder, workspaceFiles } from '@sim/db/schema'
-import { and, eq, inArray, isNull } from 'drizzle-orm'
+import { and, eq, inArray, isNull, or, type SQL } from 'drizzle-orm'
 import {
   WORKFLOW_CHANGELOG_BACKING_FOLDER,
   WORKFLOW_PLANS_BACKING_FOLDER,
@@ -12,7 +12,6 @@ import {
 } from '@/lib/uploads/contexts/workspace/workspace-file-folder-manager'
 import {
   getWorkspaceFileByName,
-  listWorkspaceFiles,
   uploadWorkspaceFile,
   type WorkspaceFileRecord,
 } from '@/lib/uploads/contexts/workspace/workspace-file-manager'
@@ -123,50 +122,67 @@ export async function cleanupWorkflowAliasBacking(args: {
     scope: 'all',
     includeReservedSystemFolders: true,
   })
-  const files = await listWorkspaceFiles(args.workspaceId, {
-    scope: 'all',
-    folders,
-    includeReservedSystemFiles: true,
-  })
 
-  const ownedFileIds = files
-    .filter((file) => {
-      if (file.deletedAt) return false
-      const changelogMatch =
-        file.folderPath === WORKFLOW_CHANGELOG_BACKING_FOLDER &&
-        file.name === `${args.workflowId}.md`
-      const workflowPlanMatch =
-        file.folderPath === `${WORKFLOW_PLANS_BACKING_FOLDER}/${args.workflowId}` ||
-        Boolean(file.folderPath?.startsWith(`${WORKFLOW_PLANS_BACKING_FOLDER}/${args.workflowId}/`))
-      return changelogMatch || workflowPlanMatch
-    })
-    .map((file) => file.id)
+  const workflowPlansPath = `${WORKFLOW_PLANS_BACKING_FOLDER}/${args.workflowId}`
+  const isPlansFolder = (path: string) =>
+    path === workflowPlansPath || path.startsWith(`${workflowPlansPath}/`)
+
+  /**
+   * Folders whose files this workflow owns, resolved by id rather than by path.
+   * A file's `folderPath` is derived solely from its `folderId`, so matching on
+   * folder membership is equivalent to the path comparison it replaces — without
+   * loading every file in the workspace to compute it.
+   *
+   * Soft-deleted folders are included: path resolution ignores `deletedAt`, so a
+   * live file parented to an archived folder still resolved to these paths and
+   * must still be archived here.
+   */
+  const ownedFileFolderIds = folders.filter((f) => isPlansFolder(f.path)).map((f) => f.id)
+  const changelogFolderIds = folders
+    .filter((f) => f.path === WORKFLOW_CHANGELOG_BACKING_FOLDER)
+    .map((f) => f.id)
 
+  /** Only live folders are archived, matching the previous behavior. */
   const ownedFolderIds = folders
-    .filter((folder) => {
-      if (folder.deletedAt) return false
-      return (
-        folder.path === `${WORKFLOW_PLANS_BACKING_FOLDER}/${args.workflowId}` ||
-        folder.path.startsWith(`${WORKFLOW_PLANS_BACKING_FOLDER}/${args.workflowId}/`)
-      )
-    })
-    .map((folder) => folder.id)
+    .filter((f) => !f.deletedAt && isPlansFolder(f.path))
+    .map((f) => f.id)
+
+  /**
+   * Collected as a list so the guard below tests the same value that is spread into
+   * `or()`. `and()` and `or()` both drop `undefined` arguments, so an ownership
+   * clause that silently resolved to nothing would leave a WHERE of workspace +
+   * context + not-deleted — which archives every file in the workspace. Gating on a
+   * non-empty list makes that unrepresentable.
+   */
+  const ownershipFilters = [
+    ownedFileFolderIds.length > 0 ? inArray(workspaceFiles.folderId, ownedFileFolderIds) : null,
+    changelogFolderIds.length > 0
+      ? and(
+          inArray(workspaceFiles.folderId, changelogFolderIds),
+          eq(workspaceFiles.originalName, `${args.workflowId}.md`)
+        )
+      : null,
+  ].filter((filter): filter is SQL => filter != null)
 
-  if (ownedFileIds.length > 0) {
-    await db
+  let archivedFiles: { id: string }[] = []
+  if (ownershipFilters.length > 0) {
+    archivedFiles = await db
       .update(workspaceFiles)
       .set({ deletedAt })
       .where(
         and(
           eq(workspaceFiles.workspaceId, args.workspaceId),
-          inArray(workspaceFiles.id, ownedFileIds),
-          isNull(workspaceFiles.deletedAt)
+          eq(workspaceFiles.context, 'workspace'),
+          isNull(workspaceFiles.deletedAt),
+          or(...ownershipFilters)
         )
       )
+      .returning({ id: workspaceFiles.id })
   }
 
+  let archivedFolders: { id: string }[] = []
   if (ownedFolderIds.length > 0) {
-    await db
+    archivedFolders = await db
       .update(workspaceFileFolder)
       .set({ deletedAt })
       .where(
@@ -176,7 +192,8 @@ export async function cleanupWorkflowAliasBacking(args: {
           isNull(workspaceFileFolder.deletedAt)
         )
       )
+      .returning({ id: workspaceFileFolder.id })
   }
 
-  return { files: ownedFileIds.length, folders: ownedFolderIds.length }
+  return { files: archivedFiles.length, folders: archivedFolders.length }
 }
diff --git a/apps/sim/lib/copilot/vfs/workspace-vfs.ts b/apps/sim/lib/copilot/vfs/workspace-vfs.ts
index eeb6516f9f5..c21b8361827 100644
--- a/apps/sim/lib/copilot/vfs/workspace-vfs.ts
+++ b/apps/sim/lib/copilot/vfs/workspace-vfs.ts
@@ -109,7 +109,7 @@ import { BINARY_DOC_TASKS, MAX_DOCUMENT_PREVIEW_CODE_BYTES } from '@/lib/executi
 import { runSandboxTask, SandboxUserCodeError } from '@/lib/execution/sandbox/run-task'
 import { getKnowledgeBases } from '@/lib/knowledge/service'
 import { validateMermaidSource } from '@/lib/mermaid/validate'
-import { getSharesForResources } from '@/lib/public-shares/share-manager'
+import { getWorkspaceShares } from '@/lib/public-shares/share-manager'
 import { listTables } from '@/lib/table/service'
 import { listWorkspaceFileFolders } from '@/lib/uploads/contexts/workspace/workspace-file-folder-manager'
 import {
@@ -1761,12 +1761,9 @@ export class WorkspaceVFS {
       // Fail soft: share state is only metadata enrichment, so a lookup failure
       // must not drop the whole file tree (the outer catch returns []) — fall back
       // to no shares, and files still materialize with `shared: false`.
-      let shareByFileId: Awaited<ReturnType<typeof getSharesForResources>> = new Map()
+      let shareByFileId: Awaited<ReturnType<typeof getWorkspaceShares>> = new Map()
       try {
-        shareByFileId = await getSharesForResources(
-          'file',
-          files.map((file) => file.id)
-        )
+        shareByFileId = await getWorkspaceShares('file', workspaceId)
       } catch (error) {
         logger.warn('Failed to load file share state; file metadata will show shared: false', {
           workspaceId,
diff --git a/apps/sim/lib/core/utils/with-route-handler.ts b/apps/sim/lib/core/utils/with-route-handler.ts
index b61cd0d3b30..2c4bc973ce2 100644
--- a/apps/sim/lib/core/utils/with-route-handler.ts
+++ b/apps/sim/lib/core/utils/with-route-handler.ts
@@ -2,6 +2,7 @@ import { createLogger, runWithRequestContext } from '@sim/logger'
 import { getErrorMessage } from '@sim/utils/errors'
 import type { NextRequest } from 'next/server'
 import { NextResponse } from 'next/server'
+import { getRateLimitHeaders } from '@/lib/api/server/rate-limit-context'
 import { HttpError } from '@/lib/core/utils/http-error'
 import { generateRequestId } from '@/lib/core/utils/request'
 
@@ -35,6 +36,26 @@ function readTypedErrorStatus(error: unknown): number | undefined {
   return status
 }
 
+/**
+ * Stamps the request id, plus the rate-limit trio when the route consulted a
+ * bucket for this request. Applied on both the success and the unhandled-error
+ * path so a caller can read its quota from any response — including the 4xx and
+ * 5xx ones, which are exactly the responses worth retrying.
+ */
+function applyResponseHeaders(
+  response: NextResponse | Response | undefined,
+  request: NextRequest,
+  requestId: string
+): void {
+  if (!response?.headers) return
+  response.headers.set('x-request-id', requestId)
+  const rateLimit = getRateLimitHeaders(request)
+  if (!rateLimit) return
+  for (const [name, value] of Object.entries(rateLimit)) {
+    response.headers.set(name, value)
+  }
+}
+
 /**
  * Wraps a Next.js API route handler with centralized error reporting.
  *
@@ -42,7 +63,8 @@ function readTypedErrorStatus(error: unknown): number | undefined {
  *   logger in the request lifecycle automatically includes it
  * - Logs all 4xx and 5xx responses with method, path, status, duration
  * - Catches unhandled errors, logs them, and returns a 500 with the request ID
- * - Attaches `x-request-id` response header
+ * - Attaches `x-request-id`, plus the rate-limit headers when the route
+ *   recorded a snapshot for the request
  */
 export function withRouteHandler<T>(handler: RouteHandler<T>): RouteHandler<T> {
   return async (request: NextRequest, context: T) => {
@@ -74,7 +96,7 @@ export function withRouteHandler<T>(handler: RouteHandler<T>): RouteHandler<T> {
             { status: 500 }
           )
         }
-        response?.headers?.set('x-request-id', requestId)
+        applyResponseHeaders(response, request, requestId)
         return response
       }
 
@@ -89,7 +111,7 @@ export function withRouteHandler<T>(handler: RouteHandler<T>): RouteHandler<T> {
         logger.info('OK', { status, duration })
       }
 
-      response?.headers?.set('x-request-id', requestId)
+      applyResponseHeaders(response, request, requestId)
       return response
     })
   }
diff --git a/apps/sim/lib/public-shares/share-manager.ts b/apps/sim/lib/public-shares/share-manager.ts
index 67df205f79b..7508ffc510b 100644
--- a/apps/sim/lib/public-shares/share-manager.ts
+++ b/apps/sim/lib/public-shares/share-manager.ts
@@ -82,6 +82,32 @@ export async function getSharesForResources(
   return result
 }
 
+/**
+ * All shares of a type within a workspace, keyed by `resourceId`.
+ *
+ * Preferred over {@link getSharesForResources} when enriching a workspace-wide
+ * listing: an id-list `IN` clause grows with the file count, while this is a
+ * single indexed lookup on `workspaceId`. Returning a superset of the listed
+ * resources is harmless — callers read it by `get(id)`.
+ */
+export async function getWorkspaceShares(
+  resourceType: ShareResourceType,
+  workspaceId: string
+): Promise<Map<string, ShareRecord>> {
+  const rows = await db
+    .select()
+    .from(publicShare)
+    .where(
+      and(eq(publicShare.resourceType, resourceType), eq(publicShare.workspaceId, workspaceId))
+    )
+
+  const result = new Map<string, ShareRecord>()
+  for (const row of rows) {
+    result.set(row.resourceId, mapShareRecord(row))
+  }
+  return result
+}
+
 interface UpsertFileShareInput {
   workspaceId: string
   fileId: string
diff --git a/apps/sim/public/library/best-gumloop-alternatives-in-2026/cover.jpg b/apps/sim/public/library/best-gumloop-alternatives-in-2026/cover.jpg
new file mode 100644
index 00000000000..d74db1465cb
Binary files /dev/null and b/apps/sim/public/library/best-gumloop-alternatives-in-2026/cover.jpg differ
diff --git a/bun.lock b/bun.lock
index 872e1e433f8..bcfc56e8acb 100644
--- a/bun.lock
+++ b/bun.lock
@@ -1,6 +1,5 @@
 {
   "lockfileVersion": 1,
-  "configVersion": 0,
   "workspaces": {
     "": {
       "name": "simstudio",
@@ -1464,7 +1463,7 @@
 
     "@radix-ui/react-slider": ["@radix-ui/react-slider@1.4.1", "", { "dependencies": { "@radix-ui/number": "1.1.2", "@radix-ui/primitive": "1.1.4", "@radix-ui/react-collection": "1.1.10", "@radix-ui/react-compose-refs": "1.1.3", "@radix-ui/react-context": "1.1.4", "@radix-ui/react-direction": "1.1.2", "@radix-ui/react-primitive": "2.1.6", "@radix-ui/react-use-controllable-state": "1.2.3", "@radix-ui/react-use-layout-effect": "1.1.2", "@radix-ui/react-use-previous": "1.1.2", "@radix-ui/react-use-size": "1.1.2" }, "peerDependencies": { "@types/react": "*", "@types/react-dom": "*", "react": "^16.8 || ^17.0 || ^18.0 || ^19.0 || ^19.0.0-rc", "react-dom": "^16.8 || ^17.0 || ^18.0 || ^19.0 || ^19.0.0-rc" }, "optionalPeers": ["@types/react", "@types/react-dom"] }, "sha512-r91WSpQucNGFKAIxT8FT0H0zyjd5tJlqObLp7LOMV4z49KoDCwjy01w3vDOU4e1wxhF9IgjYco7SB6byOW7Buw=="],
 
-    "@radix-ui/react-slot": ["@radix-ui/react-slot@1.2.2", "", { "dependencies": { "@radix-ui/react-compose-refs": "1.1.2" }, "peerDependencies": { "@types/react": "*", "react": "^16.8 || ^17.0 || ^18.0 || ^19.0 || ^19.0.0-rc" }, "optionalPeers": ["@types/react"] }, "sha512-y7TBO4xN4Y94FvcWIOIh18fM4R1A8S4q1jhoz4PNzOoHsFcN8pogcFmZrTYAm4F9VRUrWP/Mw7xSKybIeRI+CQ=="],
+    "@radix-ui/react-slot": ["@radix-ui/react-slot@1.3.0", "", { "dependencies": { "@radix-ui/react-compose-refs": "1.1.3" }, "peerDependencies": { "@types/react": "*", "react": "^16.8 || ^17.0 || ^18.0 || ^19.0 || ^19.0.0-rc" }, "optionalPeers": ["@types/react"] }, "sha512-MojKku4U/miO8Av4Dkb+ctMAQx7JmY96LmtDQlAarCRtd7rN52QCSzBF+XAvr5S6coSVj9HEPBgHAHKEJVk/WA=="],
 
     "@radix-ui/react-switch": ["@radix-ui/react-switch@1.3.1", "", { "dependencies": { "@radix-ui/primitive": "1.1.4", "@radix-ui/react-compose-refs": "1.1.3", "@radix-ui/react-context": "1.1.4", "@radix-ui/react-primitive": "2.1.6", "@radix-ui/react-use-controllable-state": "1.2.3", "@radix-ui/react-use-previous": "1.1.2", "@radix-ui/react-use-size": "1.1.2" }, "peerDependencies": { "@types/react": "*", "@types/react-dom": "*", "react": "^16.8 || ^17.0 || ^18.0 || ^19.0 || ^19.0.0-rc", "react-dom": "^16.8 || ^17.0 || ^18.0 || ^19.0 || ^19.0.0-rc" }, "optionalPeers": ["@types/react", "@types/react-dom"] }, "sha512-55bQtCnOB0BohomSHi6qvQXpJEEqUGDm6hRrM0Bph5OXwhSegqkd8IqgBAQkM1IlgUlWZIxpxRcpOEfRIgimyw=="],
 
@@ -3146,7 +3145,7 @@
 
     "lru.min": ["lru.min@1.1.4", "", {}, "sha512-DqC6n3QQ77zdFpCMASA1a3Jlb64Hv2N2DciFGkO/4L9+q/IpIAuRlKOvCXabtRW6cQf8usbmM6BE/TOPysCdIA=="],
 
-    "lucide-react": ["lucide-react@0.511.0", "", { "peerDependencies": { "react": "^16.5.1 || ^17.0.0 || ^18.0.0 || ^19.0.0" } }, "sha512-VK5a2ydJ7xm8GvBeKLS9mu1pVK6ucef9780JVUjw6bAjJL/QXnd4Y0p7SPeOUMC27YhzNCZvm5d/QX0Tp3rc0w=="],
+    "lucide-react": ["lucide-react@1.23.0", "", { "peerDependencies": { "react": "^16.5.1 || ^17.0.0 || ^18.0.0 || ^19.0.0" } }, "sha512-38BpJcD0JhFosxHApP/BYsBetLpQFRoTRzEzstM/XCc3jsAG7wqaY1lgVwxiUe3xqYE+lNxo2PkCmYwXWrwwIw=="],
 
     "magic-string": ["magic-string@0.30.21", "", { "dependencies": { "@jridgewell/sourcemap-codec": "^1.5.5" } }, "sha512-vd2F4YUyEXKGcLHoq+TEyCjxueSeHnFxyyjNp80yg0XV4vUhnDer/lvvlqM/arB5bXQN5K2/3oinyCRyx8T2CQ=="],
 
@@ -4368,14 +4367,10 @@
 
     "@radix-ui/react-collection/@radix-ui/react-primitive": ["@radix-ui/react-primitive@2.1.6", "", { "dependencies": { "@radix-ui/react-slot": "1.3.0" }, "peerDependencies": { "@types/react": "*", "@types/react-dom": "*", "react": "^16.8 || ^17.0 || ^18.0 || ^19.0 || ^19.0.0-rc", "react-dom": "^16.8 || ^17.0 || ^18.0 || ^19.0 || ^19.0.0-rc" }, "optionalPeers": ["@types/react", "@types/react-dom"] }, "sha512-wetd0QI77DbvrPpTAvH1SqOxsYF2wZe5TNxqwOd5Ty4XDpV3dpV0s8K/1MGMJBeY5o7lg8ub5VIt1Ub+yVen6g=="],
 
-    "@radix-ui/react-collection/@radix-ui/react-slot": ["@radix-ui/react-slot@1.3.0", "", { "dependencies": { "@radix-ui/react-compose-refs": "1.1.3" }, "peerDependencies": { "@types/react": "*", "react": "^16.8 || ^17.0 || ^18.0 || ^19.0 || ^19.0.0-rc" }, "optionalPeers": ["@types/react"] }, "sha512-MojKku4U/miO8Av4Dkb+ctMAQx7JmY96LmtDQlAarCRtd7rN52QCSzBF+XAvr5S6coSVj9HEPBgHAHKEJVk/WA=="],
-
     "@radix-ui/react-dialog/@radix-ui/react-context": ["@radix-ui/react-context@1.1.4", "", { "peerDependencies": { "@types/react": "*", "react": "^16.8 || ^17.0 || ^18.0 || ^19.0 || ^19.0.0-rc" }, "optionalPeers": ["@types/react"] }, "sha512-QwH4PO5urrbO+FaGd5Aglg+YJgWTyyuZ3g/6mKvsqraLkglDdckw9JafgL5McL5VEJ6EPNduPaT3ZE9BttDAqg=="],
 
     "@radix-ui/react-dialog/@radix-ui/react-primitive": ["@radix-ui/react-primitive@2.1.6", "", { "dependencies": { "@radix-ui/react-slot": "1.3.0" }, "peerDependencies": { "@types/react": "*", "@types/react-dom": "*", "react": "^16.8 || ^17.0 || ^18.0 || ^19.0 || ^19.0.0-rc", "react-dom": "^16.8 || ^17.0 || ^18.0 || ^19.0 || ^19.0.0-rc" }, "optionalPeers": ["@types/react", "@types/react-dom"] }, "sha512-wetd0QI77DbvrPpTAvH1SqOxsYF2wZe5TNxqwOd5Ty4XDpV3dpV0s8K/1MGMJBeY5o7lg8ub5VIt1Ub+yVen6g=="],
 
-    "@radix-ui/react-dialog/@radix-ui/react-slot": ["@radix-ui/react-slot@1.3.0", "", { "dependencies": { "@radix-ui/react-compose-refs": "1.1.3" }, "peerDependencies": { "@types/react": "*", "react": "^16.8 || ^17.0 || ^18.0 || ^19.0 || ^19.0.0-rc" }, "optionalPeers": ["@types/react"] }, "sha512-MojKku4U/miO8Av4Dkb+ctMAQx7JmY96LmtDQlAarCRtd7rN52QCSzBF+XAvr5S6coSVj9HEPBgHAHKEJVk/WA=="],
-
     "@radix-ui/react-dismissable-layer/@radix-ui/react-primitive": ["@radix-ui/react-primitive@2.1.6", "", { "dependencies": { "@radix-ui/react-slot": "1.3.0" }, "peerDependencies": { "@types/react": "*", "@types/react-dom": "*", "react": "^16.8 || ^17.0 || ^18.0 || ^19.0 || ^19.0.0-rc", "react-dom": "^16.8 || ^17.0 || ^18.0 || ^19.0 || ^19.0.0-rc" }, "optionalPeers": ["@types/react", "@types/react-dom"] }, "sha512-wetd0QI77DbvrPpTAvH1SqOxsYF2wZe5TNxqwOd5Ty4XDpV3dpV0s8K/1MGMJBeY5o7lg8ub5VIt1Ub+yVen6g=="],
 
     "@radix-ui/react-dismissable-layer/@radix-ui/react-use-callback-ref": ["@radix-ui/react-use-callback-ref@1.1.2", "", { "peerDependencies": { "@types/react": "*", "react": "^16.8 || ^17.0 || ^18.0 || ^19.0 || ^19.0.0-rc" }, "optionalPeers": ["@types/react"] }, "sha512-xCso9j1/u8sEgP1RNHjFrXJLApL8LiqOkI1R4ywuN00rxWdYg4oQXuwKLS3i0j5NWLromUD27/4nlxj2UFVvIw=="],
@@ -4396,8 +4391,6 @@
 
     "@radix-ui/react-menu/@radix-ui/react-primitive": ["@radix-ui/react-primitive@2.1.6", "", { "dependencies": { "@radix-ui/react-slot": "1.3.0" }, "peerDependencies": { "@types/react": "*", "@types/react-dom": "*", "react": "^16.8 || ^17.0 || ^18.0 || ^19.0 || ^19.0.0-rc", "react-dom": "^16.8 || ^17.0 || ^18.0 || ^19.0 || ^19.0.0-rc" }, "optionalPeers": ["@types/react", "@types/react-dom"] }, "sha512-wetd0QI77DbvrPpTAvH1SqOxsYF2wZe5TNxqwOd5Ty4XDpV3dpV0s8K/1MGMJBeY5o7lg8ub5VIt1Ub+yVen6g=="],
 
-    "@radix-ui/react-menu/@radix-ui/react-slot": ["@radix-ui/react-slot@1.3.0", "", { "dependencies": { "@radix-ui/react-compose-refs": "1.1.3" }, "peerDependencies": { "@types/react": "*", "react": "^16.8 || ^17.0 || ^18.0 || ^19.0 || ^19.0.0-rc" }, "optionalPeers": ["@types/react"] }, "sha512-MojKku4U/miO8Av4Dkb+ctMAQx7JmY96LmtDQlAarCRtd7rN52QCSzBF+XAvr5S6coSVj9HEPBgHAHKEJVk/WA=="],
-
     "@radix-ui/react-menu/@radix-ui/react-use-callback-ref": ["@radix-ui/react-use-callback-ref@1.1.2", "", { "peerDependencies": { "@types/react": "*", "react": "^16.8 || ^17.0 || ^18.0 || ^19.0 || ^19.0.0-rc" }, "optionalPeers": ["@types/react"] }, "sha512-xCso9j1/u8sEgP1RNHjFrXJLApL8LiqOkI1R4ywuN00rxWdYg4oQXuwKLS3i0j5NWLromUD27/4nlxj2UFVvIw=="],
 
     "@radix-ui/react-navigation-menu/@radix-ui/react-context": ["@radix-ui/react-context@1.1.4", "", { "peerDependencies": { "@types/react": "*", "react": "^16.8 || ^17.0 || ^18.0 || ^19.0 || ^19.0.0-rc" }, "optionalPeers": ["@types/react"] }, "sha512-QwH4PO5urrbO+FaGd5Aglg+YJgWTyyuZ3g/6mKvsqraLkglDdckw9JafgL5McL5VEJ6EPNduPaT3ZE9BttDAqg=="],
@@ -4412,8 +4405,6 @@
 
     "@radix-ui/react-popover/@radix-ui/react-primitive": ["@radix-ui/react-primitive@2.1.6", "", { "dependencies": { "@radix-ui/react-slot": "1.3.0" }, "peerDependencies": { "@types/react": "*", "@types/react-dom": "*", "react": "^16.8 || ^17.0 || ^18.0 || ^19.0 || ^19.0.0-rc", "react-dom": "^16.8 || ^17.0 || ^18.0 || ^19.0 || ^19.0.0-rc" }, "optionalPeers": ["@types/react", "@types/react-dom"] }, "sha512-wetd0QI77DbvrPpTAvH1SqOxsYF2wZe5TNxqwOd5Ty4XDpV3dpV0s8K/1MGMJBeY5o7lg8ub5VIt1Ub+yVen6g=="],
 
-    "@radix-ui/react-popover/@radix-ui/react-slot": ["@radix-ui/react-slot@1.3.0", "", { "dependencies": { "@radix-ui/react-compose-refs": "1.1.3" }, "peerDependencies": { "@types/react": "*", "react": "^16.8 || ^17.0 || ^18.0 || ^19.0 || ^19.0.0-rc" }, "optionalPeers": ["@types/react"] }, "sha512-MojKku4U/miO8Av4Dkb+ctMAQx7JmY96LmtDQlAarCRtd7rN52QCSzBF+XAvr5S6coSVj9HEPBgHAHKEJVk/WA=="],
-
     "@radix-ui/react-popper/@radix-ui/react-context": ["@radix-ui/react-context@1.1.4", "", { "peerDependencies": { "@types/react": "*", "react": "^16.8 || ^17.0 || ^18.0 || ^19.0 || ^19.0.0-rc" }, "optionalPeers": ["@types/react"] }, "sha512-QwH4PO5urrbO+FaGd5Aglg+YJgWTyyuZ3g/6mKvsqraLkglDdckw9JafgL5McL5VEJ6EPNduPaT3ZE9BttDAqg=="],
 
     "@radix-ui/react-popper/@radix-ui/react-primitive": ["@radix-ui/react-primitive@2.1.6", "", { "dependencies": { "@radix-ui/react-slot": "1.3.0" }, "peerDependencies": { "@types/react": "*", "@types/react-dom": "*", "react": "^16.8 || ^17.0 || ^18.0 || ^19.0 || ^19.0.0-rc", "react-dom": "^16.8 || ^17.0 || ^18.0 || ^19.0 || ^19.0.0-rc" }, "optionalPeers": ["@types/react", "@types/react-dom"] }, "sha512-wetd0QI77DbvrPpTAvH1SqOxsYF2wZe5TNxqwOd5Ty4XDpV3dpV0s8K/1MGMJBeY5o7lg8ub5VIt1Ub+yVen6g=="],
@@ -4452,8 +4443,6 @@
 
     "@radix-ui/react-select/@radix-ui/react-primitive": ["@radix-ui/react-primitive@2.1.6", "", { "dependencies": { "@radix-ui/react-slot": "1.3.0" }, "peerDependencies": { "@types/react": "*", "@types/react-dom": "*", "react": "^16.8 || ^17.0 || ^18.0 || ^19.0 || ^19.0.0-rc", "react-dom": "^16.8 || ^17.0 || ^18.0 || ^19.0 || ^19.0.0-rc" }, "optionalPeers": ["@types/react", "@types/react-dom"] }, "sha512-wetd0QI77DbvrPpTAvH1SqOxsYF2wZe5TNxqwOd5Ty4XDpV3dpV0s8K/1MGMJBeY5o7lg8ub5VIt1Ub+yVen6g=="],
 
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@@ -4464,8 +4453,6 @@
 
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@@ -4506,6 +4493,12 @@
 
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+    "@sim/emcn/@radix-ui/react-slot": ["@radix-ui/react-slot@1.2.2", "", { "dependencies": { "@radix-ui/react-compose-refs": "1.1.2" }, "peerDependencies": { "@types/react": "*", "react": "^16.8 || ^17.0 || ^18.0 || ^19.0 || ^19.0.0-rc" }, "optionalPeers": ["@types/react"] }, "sha512-y7TBO4xN4Y94FvcWIOIh18fM4R1A8S4q1jhoz4PNzOoHsFcN8pogcFmZrTYAm4F9VRUrWP/Mw7xSKybIeRI+CQ=="],
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@@ -4644,6 +4637,8 @@
 
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@@ -4692,20 +4687,12 @@
 
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-    "fumadocs-ui/lucide-react": ["lucide-react@1.23.0", "", { "peerDependencies": { "react": "^16.5.1 || ^17.0.0 || ^18.0.0 || ^19.0.0" } }, "sha512-38BpJcD0JhFosxHApP/BYsBetLpQFRoTRzEzstM/XCc3jsAG7wqaY1lgVwxiUe3xqYE+lNxo2PkCmYwXWrwwIw=="],
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@@ -4844,6 +4831,10 @@
 
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+    "sim/@radix-ui/react-slot": ["@radix-ui/react-slot@1.2.2", "", { "dependencies": { "@radix-ui/react-compose-refs": "1.1.2" }, "peerDependencies": { "@types/react": "*", "react": "^16.8 || ^17.0 || ^18.0 || ^19.0 || ^19.0.0-rc" }, "optionalPeers": ["@types/react"] }, "sha512-y7TBO4xN4Y94FvcWIOIh18fM4R1A8S4q1jhoz4PNzOoHsFcN8pogcFmZrTYAm4F9VRUrWP/Mw7xSKybIeRI+CQ=="],
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+    "sim/lucide-react": ["lucide-react@0.511.0", "", { "peerDependencies": { "react": "^16.5.1 || ^17.0.0 || ^18.0.0 || ^19.0.0" } }, "sha512-VK5a2ydJ7xm8GvBeKLS9mu1pVK6ucef9780JVUjw6bAjJL/QXnd4Y0p7SPeOUMC27YhzNCZvm5d/QX0Tp3rc0w=="],
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@@ -5046,43 +5037,9 @@
 
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-    "@radix-ui/react-accordion/@radix-ui/react-primitive/@radix-ui/react-slot": ["@radix-ui/react-slot@1.3.0", "", { "dependencies": { "@radix-ui/react-compose-refs": "1.1.3" }, "peerDependencies": { "@types/react": "*", "react": "^16.8 || ^17.0 || ^18.0 || ^19.0 || ^19.0.0-rc" }, "optionalPeers": ["@types/react"] }, "sha512-MojKku4U/miO8Av4Dkb+ctMAQx7JmY96LmtDQlAarCRtd7rN52QCSzBF+XAvr5S6coSVj9HEPBgHAHKEJVk/WA=="],
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-    "@radix-ui/react-arrow/@radix-ui/react-primitive/@radix-ui/react-slot": ["@radix-ui/react-slot@1.3.0", "", { "dependencies": { "@radix-ui/react-compose-refs": "1.1.3" }, "peerDependencies": { "@types/react": "*", "react": "^16.8 || ^17.0 || ^18.0 || ^19.0 || ^19.0.0-rc" }, "optionalPeers": ["@types/react"] }, "sha512-MojKku4U/miO8Av4Dkb+ctMAQx7JmY96LmtDQlAarCRtd7rN52QCSzBF+XAvr5S6coSVj9HEPBgHAHKEJVk/WA=="],
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-    "@radix-ui/react-checkbox/@radix-ui/react-primitive/@radix-ui/react-slot": ["@radix-ui/react-slot@1.3.0", "", { "dependencies": { "@radix-ui/react-compose-refs": "1.1.3" }, "peerDependencies": { "@types/react": "*", "react": "^16.8 || ^17.0 || ^18.0 || ^19.0 || ^19.0.0-rc" }, "optionalPeers": ["@types/react"] }, "sha512-MojKku4U/miO8Av4Dkb+ctMAQx7JmY96LmtDQlAarCRtd7rN52QCSzBF+XAvr5S6coSVj9HEPBgHAHKEJVk/WA=="],
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-    "@radix-ui/react-roving-focus/@radix-ui/react-primitive/@radix-ui/react-slot": ["@radix-ui/react-slot@1.3.0", "", { "dependencies": { "@radix-ui/react-compose-refs": "1.1.3" }, "peerDependencies": { "@types/react": "*", "react": "^16.8 || ^17.0 || ^18.0 || ^19.0 || ^19.0.0-rc" }, "optionalPeers": ["@types/react"] }, "sha512-MojKku4U/miO8Av4Dkb+ctMAQx7JmY96LmtDQlAarCRtd7rN52QCSzBF+XAvr5S6coSVj9HEPBgHAHKEJVk/WA=="],
-
-    "@radix-ui/react-scroll-area/@radix-ui/react-primitive/@radix-ui/react-slot": ["@radix-ui/react-slot@1.3.0", "", { "dependencies": { "@radix-ui/react-compose-refs": "1.1.3" }, "peerDependencies": { "@types/react": "*", "react": "^16.8 || ^17.0 || ^18.0 || ^19.0 || ^19.0.0-rc" }, "optionalPeers": ["@types/react"] }, "sha512-MojKku4U/miO8Av4Dkb+ctMAQx7JmY96LmtDQlAarCRtd7rN52QCSzBF+XAvr5S6coSVj9HEPBgHAHKEJVk/WA=="],
-
-    "@radix-ui/react-slider/@radix-ui/react-primitive/@radix-ui/react-slot": ["@radix-ui/react-slot@1.3.0", "", { "dependencies": { "@radix-ui/react-compose-refs": "1.1.3" }, "peerDependencies": { "@types/react": "*", "react": "^16.8 || ^17.0 || ^18.0 || ^19.0 || ^19.0.0-rc" }, "optionalPeers": ["@types/react"] }, "sha512-MojKku4U/miO8Av4Dkb+ctMAQx7JmY96LmtDQlAarCRtd7rN52QCSzBF+XAvr5S6coSVj9HEPBgHAHKEJVk/WA=="],
-
-    "@radix-ui/react-switch/@radix-ui/react-primitive/@radix-ui/react-slot": ["@radix-ui/react-slot@1.3.0", "", { "dependencies": { "@radix-ui/react-compose-refs": "1.1.3" }, "peerDependencies": { "@types/react": "*", "react": "^16.8 || ^17.0 || ^18.0 || ^19.0 || ^19.0.0-rc" }, "optionalPeers": ["@types/react"] }, "sha512-MojKku4U/miO8Av4Dkb+ctMAQx7JmY96LmtDQlAarCRtd7rN52QCSzBF+XAvr5S6coSVj9HEPBgHAHKEJVk/WA=="],
-
-    "@radix-ui/react-tabs/@radix-ui/react-primitive/@radix-ui/react-slot": ["@radix-ui/react-slot@1.3.0", "", { "dependencies": { "@radix-ui/react-compose-refs": "1.1.3" }, "peerDependencies": { "@types/react": "*", "react": "^16.8 || ^17.0 || ^18.0 || ^19.0 || ^19.0.0-rc" }, "optionalPeers": ["@types/react"] }, "sha512-MojKku4U/miO8Av4Dkb+ctMAQx7JmY96LmtDQlAarCRtd7rN52QCSzBF+XAvr5S6coSVj9HEPBgHAHKEJVk/WA=="],
-
-    "@radix-ui/react-visually-hidden/@radix-ui/react-primitive/@radix-ui/react-slot": ["@radix-ui/react-slot@1.3.0", "", { "dependencies": { "@radix-ui/react-compose-refs": "1.1.3" }, "peerDependencies": { "@types/react": "*", "react": "^16.8 || ^17.0 || ^18.0 || ^19.0 || ^19.0.0-rc" }, "optionalPeers": ["@types/react"] }, "sha512-MojKku4U/miO8Av4Dkb+ctMAQx7JmY96LmtDQlAarCRtd7rN52QCSzBF+XAvr5S6coSVj9HEPBgHAHKEJVk/WA=="],
+    "@sim/emcn/@radix-ui/react-slot/@radix-ui/react-compose-refs": ["@radix-ui/react-compose-refs@1.1.2", "", { "peerDependencies": { "@types/react": "*", "react": "^16.8 || ^17.0 || ^18.0 || ^19.0 || ^19.0.0-rc" }, "optionalPeers": ["@types/react"] }, "sha512-z4eqJvfiNnFMHIIvXP3CY57y2WJs5g2v3X0zm9mEJkrkNv4rDxu+sg9Jh8EkXyeqBkB7SOcboo9dMVqhyrACIg=="],
 
     "@trigger.dev/core/@opentelemetry/api-logs/@opentelemetry/api": ["@opentelemetry/api@1.9.1", "", {}, "sha512-gLyJlPHPZYdAk1JENA9LeHejZe1Ti77/pTeFm/nMXmQH/HFZlcS/O2XJB+L8fkbrNSqhdtlvjBVjxwUYanNH5Q=="],
 
@@ -5324,6 +5281,8 @@
 
     "rimraf/glob/path-scurry": ["path-scurry@1.11.1", "", { "dependencies": { "lru-cache": "^10.2.0", "minipass": "^5.0.0 || ^6.0.2 || ^7.0.0" } }, "sha512-Xa4Nw17FS9ApQFJ9umLiJS4orGjm7ZzwUrwamcGQuHSzDyth9boKDaycYdDcZDuqYATXw4HFXgaqWTctW/v1HA=="],
 
+    "sim/@radix-ui/react-slot/@radix-ui/react-compose-refs": ["@radix-ui/react-compose-refs@1.1.2", "", { "peerDependencies": { "@types/react": "*", "react": "^16.8 || ^17.0 || ^18.0 || ^19.0 || ^19.0.0-rc" }, "optionalPeers": ["@types/react"] }, "sha512-z4eqJvfiNnFMHIIvXP3CY57y2WJs5g2v3X0zm9mEJkrkNv4rDxu+sg9Jh8EkXyeqBkB7SOcboo9dMVqhyrACIg=="],
+
     "sim/tailwindcss/chokidar": ["chokidar@3.6.0", "", { "dependencies": { "anymatch": "~3.1.2", "braces": "~3.0.2", "glob-parent": "~5.1.2", "is-binary-path": "~2.1.0", "is-glob": "~4.0.1", "normalize-path": "~3.0.0", "readdirp": "~3.6.0" }, "optionalDependencies": { "fsevents": "~2.3.2" } }, "sha512-7VT13fmjotKpGipCW9JEQAusEPE+Ei8nl6/g4FBAmIm0GOOLMua9NDDo/DWp0ZAxCr3cPq5ZpBqmPAQgDda2Pw=="],
 
     "sim/tailwindcss/jiti": ["jiti@1.21.7", "", { "bin": { "jiti": "bin/jiti.js" } }, "sha512-/imKNG4EbWNrVjoNC/1H5/9GFy+tqjGBHCaSsN+P2RnPqjsLmv6UD3Ej+Kj8nBWaRAwyk7kK5ZUc+OEatnTR3A=="],
diff --git a/packages/db/db.ts b/packages/db/db.ts
index df1ed7de7d3..ef66a2ef912 100644
--- a/packages/db/db.ts
+++ b/packages/db/db.ts
@@ -42,8 +42,23 @@ if (!connectionString) {
   throw new Error('Missing DATABASE_URL environment variable')
 }
 
+/**
+ * `fetch_types: false` skips postgres.js's `pg_catalog.pg_type` roundtrip, which
+ * it otherwise runs on every new connection before that connection's first query.
+ * It builds array parsers only — scalar types (including `jsonb` and pgvector)
+ * are unaffected — and Drizzle already parses this schema's `text[]` columns
+ * itself, so the fetch is pure connection-setup latency.
+ *
+ * The one behavior this changes: a raw `db.execute` that projects an array-typed
+ * column yields the wire form `'{a,b}'` rather than `['a','b']`, since nothing maps
+ * the result. Verified by differential test that Drizzle-typed selects and
+ * `.returning()` are unaffected — `PgArray.mapFromDriverValue` parses the wire form
+ * itself, and writes never reach the array serializer because Drizzle serializes
+ * arrays before binding.
+ */
 const poolOptions = {
   prepare: false,
+  fetch_types: false,
   idle_timeout: 20,
   connect_timeout: 30,
   onnotice: () => {},
diff --git a/packages/db/migrations/0271_usage_log_billing_period_cost_idx.sql b/packages/db/migrations/0271_usage_log_billing_period_cost_idx.sql
new file mode 100644
index 00000000000..a5e2de67a09
--- /dev/null
+++ b/packages/db/migrations/0271_usage_log_billing_period_cost_idx.sql
@@ -0,0 +1,27 @@
+-- Replay-safety: this file is a single CONCURRENTLY index build below an embedded COMMIT, so a
+-- failure there replays the whole file — every statement here is idempotent.
+--
+-- Covering index for the billing-period aggregates. The existing
+-- usage_log_billing_entity_period_idx matches the same leading equality quals but does not carry
+-- `cost`, so every matched entry takes a heap fetch — measured at ~30,600 heap fetches out of
+-- 30,946 buffers for a single tenant's period sum, and 242 billion heap fetches lifetime.
+--
+-- Column order is deliberate and load-bearing:
+--   1-3  the equality quals shared by both consumers.
+--   4-5  user_id, created_at — the daily-refresh rollup filters on these and NOT on
+--        billing_period_end, so they must sit immediately after the shared prefix to be usable as
+--        scan boundaries. Placing billing_period_end here instead would end the prefix at column 3
+--        and force that query to scan every entry for the period (~266k) rather than ~2.2k.
+--   6-8  payload columns, present only so both aggregates can resolve index-only. billing_period_end
+--        is functionally determined by billing_period_start (verified in production: 13,612 groups,
+--        zero with more than one end), so it removes no rows and costs nothing here. `source` is
+--        only referenced inside a FILTER expression, so its position is irrelevant.
+--
+-- usage_log_billing_entity_period_idx is intentionally RETAINED, not superseded: it deduplicates to
+-- ~12.5 bytes/entry (17 MB for 1.42M entries) because it has no high-cardinality key column, making
+-- it far more compact for prefix-only scans than this one can be. Dropping it would regress the
+-- daily-refresh rollup's bitmap plan.
+COMMIT;--> statement-breakpoint
+SET lock_timeout = 0;--> statement-breakpoint
+CREATE INDEX CONCURRENTLY IF NOT EXISTS "usage_log_billing_period_cost_idx" ON "usage_log" USING btree ("billing_entity_type","billing_entity_id","billing_period_start","user_id","created_at","billing_period_end","source","cost") WHERE "billing_entity_type" IS NOT NULL;--> statement-breakpoint
+SET lock_timeout = '5s';
diff --git a/packages/db/migrations/meta/0271_snapshot.json b/packages/db/migrations/meta/0271_snapshot.json
new file mode 100644
index 00000000000..ed3c3a2a44f
--- /dev/null
+++ b/packages/db/migrations/meta/0271_snapshot.json
@@ -0,0 +1,17778 @@
+{
+  "id": "53985873-3ff1-4ef1-a8b2-c81d4e867c4d",
+  "prevId": "37805afc-8716-4dd6-be76-5f3a26396697",
+  "version": "7",
+  "dialect": "postgresql",
+  "tables": {
+    "public.academy_certificate": {
+      "name": "academy_certificate",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "course_id": {
+          "name": "course_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "status": {
+          "name": "status",
+          "type": "academy_cert_status",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'active'"
+        },
+        "issued_at": {
+          "name": "issued_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "expires_at": {
+          "name": "expires_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "certificate_number": {
+          "name": "certificate_number",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "metadata": {
+          "name": "metadata",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "academy_certificate_user_id_idx": {
+          "name": "academy_certificate_user_id_idx",
+          "columns": [
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "academy_certificate_course_id_idx": {
+          "name": "academy_certificate_course_id_idx",
+          "columns": [
+            {
+              "expression": "course_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "academy_certificate_user_course_unique": {
+          "name": "academy_certificate_user_course_unique",
+          "columns": [
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "course_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "academy_certificate_number_idx": {
+          "name": "academy_certificate_number_idx",
+          "columns": [
+            {
+              "expression": "certificate_number",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "academy_certificate_status_idx": {
+          "name": "academy_certificate_status_idx",
+          "columns": [
+            {
+              "expression": "status",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "academy_certificate_user_id_user_id_fk": {
+          "name": "academy_certificate_user_id_user_id_fk",
+          "tableFrom": "academy_certificate",
+          "tableTo": "user",
+          "columnsFrom": ["user_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {
+        "academy_certificate_certificate_number_unique": {
+          "name": "academy_certificate_certificate_number_unique",
+          "nullsNotDistinct": false,
+          "columns": ["certificate_number"]
+        }
+      },
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.account": {
+      "name": "account",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "account_id": {
+          "name": "account_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "provider_id": {
+          "name": "provider_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "access_token": {
+          "name": "access_token",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "refresh_token": {
+          "name": "refresh_token",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "id_token": {
+          "name": "id_token",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "access_token_expires_at": {
+          "name": "access_token_expires_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "refresh_token_expires_at": {
+          "name": "refresh_token_expires_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "scope": {
+          "name": "scope",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "password": {
+          "name": "password",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true
+        }
+      },
+      "indexes": {
+        "account_user_id_idx": {
+          "name": "account_user_id_idx",
+          "columns": [
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "idx_account_on_account_id_provider_id": {
+          "name": "idx_account_on_account_id_provider_id",
+          "columns": [
+            {
+              "expression": "account_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "provider_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "account_user_id_user_id_fk": {
+          "name": "account_user_id_user_id_fk",
+          "tableFrom": "account",
+          "tableTo": "user",
+          "columnsFrom": ["user_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.api_key": {
+      "name": "api_key",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_by": {
+          "name": "created_by",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "name": {
+          "name": "name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "key": {
+          "name": "key",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "key_hash": {
+          "name": "key_hash",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "type": {
+          "name": "type",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'personal'"
+        },
+        "last_used": {
+          "name": "last_used",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "expires_at": {
+          "name": "expires_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        }
+      },
+      "indexes": {
+        "api_key_workspace_type_idx": {
+          "name": "api_key_workspace_type_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "type",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "api_key_user_type_idx": {
+          "name": "api_key_user_type_idx",
+          "columns": [
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "type",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "api_key_key_hash_idx": {
+          "name": "api_key_key_hash_idx",
+          "columns": [
+            {
+              "expression": "key_hash",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "api_key_user_id_user_id_fk": {
+          "name": "api_key_user_id_user_id_fk",
+          "tableFrom": "api_key",
+          "tableTo": "user",
+          "columnsFrom": ["user_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
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+    },
+    "public.copilot_async_tool_calls": {
+      "name": "copilot_async_tool_calls",
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+      "columns": {
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+          "type": "uuid",
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+          "default": "gen_random_uuid()"
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+          "type": "uuid",
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+          "type": "uuid",
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+          "name": "tool_call_id",
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+          "type": "text",
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+        },
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+          "default": "'{}'"
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+          "primaryKey": false,
+          "notNull": true,
+          "default": "'pending'"
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+          "type": "jsonb",
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+          "type": "text",
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+        },
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+          "name": "claimed_at",
+          "type": "timestamp",
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+        },
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+          "name": "claimed_by",
+          "type": "text",
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+        },
+        "completed_at": {
+          "name": "completed_at",
+          "type": "timestamp",
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+          "notNull": false
+        },
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+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
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+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
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+          "method": "btree",
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+        },
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+              "expression": "checkpoint_id",
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+              "asc": true,
+              "nulls": "last"
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+          "concurrently": false,
+          "method": "btree",
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+              "expression": "tool_call_id",
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+              "nulls": "last"
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+              "expression": "status",
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+              "asc": true,
+              "nulls": "last"
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+          "method": "btree",
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+        },
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+              "expression": "run_id",
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+              "nulls": "last"
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+            {
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+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
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+          "concurrently": false,
+          "method": "btree",
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+        },
+        "copilot_async_tool_calls_tool_call_id_unique": {
+          "name": "copilot_async_tool_calls_tool_call_id_unique",
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+            {
+              "expression": "tool_call_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
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+          "method": "btree",
+          "with": {}
+        }
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+          "tableTo": "copilot_runs",
+          "columnsFrom": ["run_id"],
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+          "onUpdate": "no action"
+        },
+        "copilot_async_tool_calls_checkpoint_id_copilot_run_checkpoints_id_fk": {
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+          "tableFrom": "copilot_async_tool_calls",
+          "tableTo": "copilot_run_checkpoints",
+          "columnsFrom": ["checkpoint_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.copilot_chats": {
+      "name": "copilot_chats",
+      "schema": "",
+      "columns": {
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+          "name": "id",
+          "type": "uuid",
+          "primaryKey": true,
+          "notNull": true,
+          "default": "gen_random_uuid()"
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+          "type": "text",
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+          "notNull": true
+        },
+        "workflow_id": {
+          "name": "workflow_id",
+          "type": "text",
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+          "notNull": false
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "type": {
+          "name": "type",
+          "type": "chat_type",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'copilot'"
+        },
+        "title": {
+          "name": "title",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "model": {
+          "name": "model",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'claude-3-7-sonnet-latest'"
+        },
+        "conversation_id": {
+          "name": "conversation_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "preview_yaml": {
+          "name": "preview_yaml",
+          "type": "text",
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+          "notNull": false
+        },
+        "plan_artifact": {
+          "name": "plan_artifact",
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+          "notNull": false
+        },
+        "config": {
+          "name": "config",
+          "type": "jsonb",
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+          "notNull": false
+        },
+        "resources": {
+          "name": "resources",
+          "type": "jsonb",
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+          "notNull": true,
+          "default": "'[]'"
+        },
+        "last_seen_at": {
+          "name": "last_seen_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "pinned": {
+          "name": "pinned",
+          "type": "boolean",
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+          "notNull": true,
+          "default": false
+        },
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+          "name": "deleted_at",
+          "type": "timestamp",
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+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
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+              "expression": "user_id",
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+              "nulls": "last"
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+          "concurrently": false,
+          "method": "btree",
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+        },
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+              "expression": "workflow_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
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+          "concurrently": false,
+          "method": "btree",
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+        },
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+          "name": "copilot_chats_user_workflow_idx",
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+              "expression": "user_id",
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+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "workflow_id",
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+              "nulls": "last"
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+        },
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+              "expression": "user_id",
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+              "nulls": "last"
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+          "method": "btree",
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+        },
+        "copilot_chats_created_at_idx": {
+          "name": "copilot_chats_created_at_idx",
+          "columns": [
+            {
+              "expression": "created_at",
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+              "asc": true,
+              "nulls": "last"
+            }
+          ],
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+          "concurrently": false,
+          "method": "btree",
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+        },
+        "copilot_chats_updated_at_idx": {
+          "name": "copilot_chats_updated_at_idx",
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+            {
+              "expression": "updated_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
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+        },
+        "copilot_chats_workspace_created_at_id_idx": {
+          "name": "copilot_chats_workspace_created_at_id_idx",
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+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "date_trunc('milliseconds', \"created_at\")",
+              "asc": true,
+              "isExpression": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "id",
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+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_chats_user_workspace_deleted_partial_idx": {
+          "name": "copilot_chats_user_workspace_deleted_partial_idx",
+          "columns": [
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "where": "\"copilot_chats\".\"deleted_at\" IS NOT NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
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+          "tableFrom": "copilot_chats",
+          "tableTo": "user",
+          "columnsFrom": ["user_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "copilot_chats_workflow_id_workflow_id_fk": {
+          "name": "copilot_chats_workflow_id_workflow_id_fk",
+          "tableFrom": "copilot_chats",
+          "tableTo": "workflow",
+          "columnsFrom": ["workflow_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "copilot_chats_workspace_id_workspace_id_fk": {
+          "name": "copilot_chats_workspace_id_workspace_id_fk",
+          "tableFrom": "copilot_chats",
+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
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+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.copilot_feedback": {
+      "name": "copilot_feedback",
+      "schema": "",
+      "columns": {
+        "feedback_id": {
+          "name": "feedback_id",
+          "type": "uuid",
+          "primaryKey": true,
+          "notNull": true,
+          "default": "gen_random_uuid()"
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "chat_id": {
+          "name": "chat_id",
+          "type": "uuid",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "user_query": {
+          "name": "user_query",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "agent_response": {
+          "name": "agent_response",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "is_positive": {
+          "name": "is_positive",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "feedback": {
+          "name": "feedback",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "workflow_yaml": {
+          "name": "workflow_yaml",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
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+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
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+          "concurrently": false,
+          "method": "btree",
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+        },
+        "copilot_feedback_chat_id_idx": {
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+            {
+              "expression": "chat_id",
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+              "nulls": "last"
+            }
+          ],
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+          "concurrently": false,
+          "method": "btree",
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+        },
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+          "name": "copilot_feedback_user_chat_idx",
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+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "chat_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_feedback_is_positive_idx": {
+          "name": "copilot_feedback_is_positive_idx",
+          "columns": [
+            {
+              "expression": "is_positive",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_feedback_created_at_idx": {
+          "name": "copilot_feedback_created_at_idx",
+          "columns": [
+            {
+              "expression": "created_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
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+          "tableFrom": "copilot_feedback",
+          "tableTo": "user",
+          "columnsFrom": ["user_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "copilot_feedback_chat_id_copilot_chats_id_fk": {
+          "name": "copilot_feedback_chat_id_copilot_chats_id_fk",
+          "tableFrom": "copilot_feedback",
+          "tableTo": "copilot_chats",
+          "columnsFrom": ["chat_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.copilot_messages": {
+      "name": "copilot_messages",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "uuid",
+          "primaryKey": true,
+          "notNull": true,
+          "default": "gen_random_uuid()"
+        },
+        "chat_id": {
+          "name": "chat_id",
+          "type": "uuid",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "message_id": {
+          "name": "message_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "role": {
+          "name": "role",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "content": {
+          "name": "content",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "stream_id": {
+          "name": "stream_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "parent_message_id": {
+          "name": "parent_message_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "model": {
+          "name": "model",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "tokens_in": {
+          "name": "tokens_in",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "tokens_out": {
+          "name": "tokens_out",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "seq": {
+          "name": "seq",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "deleted_at": {
+          "name": "deleted_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "copilot_messages_chat_message_unique": {
+          "name": "copilot_messages_chat_message_unique",
+          "columns": [
+            {
+              "expression": "chat_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "message_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_messages_chat_created_at_idx": {
+          "name": "copilot_messages_chat_created_at_idx",
+          "columns": [
+            {
+              "expression": "chat_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "created_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "where": "\"copilot_messages\".\"deleted_at\" IS NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_messages_chat_seq_idx": {
+          "name": "copilot_messages_chat_seq_idx",
+          "columns": [
+            {
+              "expression": "chat_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "seq",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "where": "\"copilot_messages\".\"deleted_at\" IS NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_messages_chat_stream_idx": {
+          "name": "copilot_messages_chat_stream_idx",
+          "columns": [
+            {
+              "expression": "chat_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "stream_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "where": "\"copilot_messages\".\"stream_id\" IS NOT NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_messages_user_created_at_idx": {
+          "name": "copilot_messages_user_created_at_idx",
+          "columns": [
+            {
+              "expression": "created_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "chat_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "message_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "where": "\"copilot_messages\".\"role\" = 'user' AND \"copilot_messages\".\"deleted_at\" IS NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "copilot_messages_chat_id_copilot_chats_id_fk": {
+          "name": "copilot_messages_chat_id_copilot_chats_id_fk",
+          "tableFrom": "copilot_messages",
+          "tableTo": "copilot_chats",
+          "columnsFrom": ["chat_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.copilot_run_checkpoints": {
+      "name": "copilot_run_checkpoints",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "uuid",
+          "primaryKey": true,
+          "notNull": true,
+          "default": "gen_random_uuid()"
+        },
+        "run_id": {
+          "name": "run_id",
+          "type": "uuid",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "pending_tool_call_id": {
+          "name": "pending_tool_call_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "conversation_snapshot": {
+          "name": "conversation_snapshot",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'{}'"
+        },
+        "agent_state": {
+          "name": "agent_state",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'{}'"
+        },
+        "provider_request": {
+          "name": "provider_request",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'{}'"
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "copilot_run_checkpoints_run_id_idx": {
+          "name": "copilot_run_checkpoints_run_id_idx",
+          "columns": [
+            {
+              "expression": "run_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_run_checkpoints_pending_tool_call_id_idx": {
+          "name": "copilot_run_checkpoints_pending_tool_call_id_idx",
+          "columns": [
+            {
+              "expression": "pending_tool_call_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_run_checkpoints_run_pending_tool_unique": {
+          "name": "copilot_run_checkpoints_run_pending_tool_unique",
+          "columns": [
+            {
+              "expression": "run_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "pending_tool_call_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "copilot_run_checkpoints_run_id_copilot_runs_id_fk": {
+          "name": "copilot_run_checkpoints_run_id_copilot_runs_id_fk",
+          "tableFrom": "copilot_run_checkpoints",
+          "tableTo": "copilot_runs",
+          "columnsFrom": ["run_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.copilot_runs": {
+      "name": "copilot_runs",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "uuid",
+          "primaryKey": true,
+          "notNull": true,
+          "default": "gen_random_uuid()"
+        },
+        "execution_id": {
+          "name": "execution_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "parent_run_id": {
+          "name": "parent_run_id",
+          "type": "uuid",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "chat_id": {
+          "name": "chat_id",
+          "type": "uuid",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "workflow_id": {
+          "name": "workflow_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "stream_id": {
+          "name": "stream_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "agent": {
+          "name": "agent",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "model": {
+          "name": "model",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "provider": {
+          "name": "provider",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "status": {
+          "name": "status",
+          "type": "copilot_run_status",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'active'"
+        },
+        "request_context": {
+          "name": "request_context",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'{}'"
+        },
+        "started_at": {
+          "name": "started_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "completed_at": {
+          "name": "completed_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "error": {
+          "name": "error",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        }
+      },
+      "indexes": {
+        "copilot_runs_execution_id_idx": {
+          "name": "copilot_runs_execution_id_idx",
+          "columns": [
+            {
+              "expression": "execution_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_runs_parent_run_id_idx": {
+          "name": "copilot_runs_parent_run_id_idx",
+          "columns": [
+            {
+              "expression": "parent_run_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_runs_chat_id_idx": {
+          "name": "copilot_runs_chat_id_idx",
+          "columns": [
+            {
+              "expression": "chat_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_runs_user_id_idx": {
+          "name": "copilot_runs_user_id_idx",
+          "columns": [
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_runs_workflow_id_idx": {
+          "name": "copilot_runs_workflow_id_idx",
+          "columns": [
+            {
+              "expression": "workflow_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_runs_workspace_id_idx": {
+          "name": "copilot_runs_workspace_id_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_runs_status_idx": {
+          "name": "copilot_runs_status_idx",
+          "columns": [
+            {
+              "expression": "status",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_runs_chat_execution_idx": {
+          "name": "copilot_runs_chat_execution_idx",
+          "columns": [
+            {
+              "expression": "chat_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "execution_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_runs_execution_started_at_idx": {
+          "name": "copilot_runs_execution_started_at_idx",
+          "columns": [
+            {
+              "expression": "execution_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "started_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_runs_workspace_completed_at_id_idx": {
+          "name": "copilot_runs_workspace_completed_at_id_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "date_trunc('milliseconds', \"completed_at\")",
+              "asc": true,
+              "isExpression": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_runs_stream_id_unique": {
+          "name": "copilot_runs_stream_id_unique",
+          "columns": [
+            {
+              "expression": "stream_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "copilot_runs_chat_id_copilot_chats_id_fk": {
+          "name": "copilot_runs_chat_id_copilot_chats_id_fk",
+          "tableFrom": "copilot_runs",
+          "tableTo": "copilot_chats",
+          "columnsFrom": ["chat_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "copilot_runs_user_id_user_id_fk": {
+          "name": "copilot_runs_user_id_user_id_fk",
+          "tableFrom": "copilot_runs",
+          "tableTo": "user",
+          "columnsFrom": ["user_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "copilot_runs_workflow_id_workflow_id_fk": {
+          "name": "copilot_runs_workflow_id_workflow_id_fk",
+          "tableFrom": "copilot_runs",
+          "tableTo": "workflow",
+          "columnsFrom": ["workflow_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "copilot_runs_workspace_id_workspace_id_fk": {
+          "name": "copilot_runs_workspace_id_workspace_id_fk",
+          "tableFrom": "copilot_runs",
+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.copilot_workflow_read_hashes": {
+      "name": "copilot_workflow_read_hashes",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "uuid",
+          "primaryKey": true,
+          "notNull": true,
+          "default": "gen_random_uuid()"
+        },
+        "chat_id": {
+          "name": "chat_id",
+          "type": "uuid",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "workflow_id": {
+          "name": "workflow_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "hash": {
+          "name": "hash",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "copilot_workflow_read_hashes_chat_id_idx": {
+          "name": "copilot_workflow_read_hashes_chat_id_idx",
+          "columns": [
+            {
+              "expression": "chat_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_workflow_read_hashes_workflow_id_idx": {
+          "name": "copilot_workflow_read_hashes_workflow_id_idx",
+          "columns": [
+            {
+              "expression": "workflow_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "copilot_workflow_read_hashes_chat_workflow_unique": {
+          "name": "copilot_workflow_read_hashes_chat_workflow_unique",
+          "columns": [
+            {
+              "expression": "chat_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "workflow_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "copilot_workflow_read_hashes_chat_id_copilot_chats_id_fk": {
+          "name": "copilot_workflow_read_hashes_chat_id_copilot_chats_id_fk",
+          "tableFrom": "copilot_workflow_read_hashes",
+          "tableTo": "copilot_chats",
+          "columnsFrom": ["chat_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "copilot_workflow_read_hashes_workflow_id_workflow_id_fk": {
+          "name": "copilot_workflow_read_hashes_workflow_id_workflow_id_fk",
+          "tableFrom": "copilot_workflow_read_hashes",
+          "tableTo": "workflow",
+          "columnsFrom": ["workflow_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.credential": {
+      "name": "credential",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "type": {
+          "name": "type",
+          "type": "credential_type",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "display_name": {
+          "name": "display_name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "description": {
+          "name": "description",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "provider_id": {
+          "name": "provider_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "account_id": {
+          "name": "account_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "env_key": {
+          "name": "env_key",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "env_owner_user_id": {
+          "name": "env_owner_user_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "encrypted_service_account_key": {
+          "name": "encrypted_service_account_key",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_by": {
+          "name": "created_by",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "credential_workspace_id_idx": {
+          "name": "credential_workspace_id_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "credential_type_idx": {
+          "name": "credential_type_idx",
+          "columns": [
+            {
+              "expression": "type",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "credential_provider_id_idx": {
+          "name": "credential_provider_id_idx",
+          "columns": [
+            {
+              "expression": "provider_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "credential_account_id_idx": {
+          "name": "credential_account_id_idx",
+          "columns": [
+            {
+              "expression": "account_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "credential_env_owner_user_id_idx": {
+          "name": "credential_env_owner_user_id_idx",
+          "columns": [
+            {
+              "expression": "env_owner_user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "credential_workspace_account_unique": {
+          "name": "credential_workspace_account_unique",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "account_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "where": "account_id IS NOT NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "credential_workspace_env_unique": {
+          "name": "credential_workspace_env_unique",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "type",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "env_key",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "where": "type = 'env_workspace'",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "credential_workspace_personal_env_unique": {
+          "name": "credential_workspace_personal_env_unique",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "type",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "env_key",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "env_owner_user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "where": "type = 'env_personal'",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "credential_workspace_id_workspace_id_fk": {
+          "name": "credential_workspace_id_workspace_id_fk",
+          "tableFrom": "credential",
+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "credential_account_id_account_id_fk": {
+          "name": "credential_account_id_account_id_fk",
+          "tableFrom": "credential",
+          "tableTo": "account",
+          "columnsFrom": ["account_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "credential_env_owner_user_id_user_id_fk": {
+          "name": "credential_env_owner_user_id_user_id_fk",
+          "tableFrom": "credential",
+          "tableTo": "user",
+          "columnsFrom": ["env_owner_user_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "credential_created_by_user_id_fk": {
+          "name": "credential_created_by_user_id_fk",
+          "tableFrom": "credential",
+          "tableTo": "user",
+          "columnsFrom": ["created_by"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {
+        "credential_oauth_source_check": {
+          "name": "credential_oauth_source_check",
+          "value": "(type <> 'oauth') OR (account_id IS NOT NULL AND provider_id IS NOT NULL)"
+        },
+        "credential_workspace_env_source_check": {
+          "name": "credential_workspace_env_source_check",
+          "value": "(type <> 'env_workspace') OR (env_key IS NOT NULL AND env_owner_user_id IS NULL)"
+        },
+        "credential_personal_env_source_check": {
+          "name": "credential_personal_env_source_check",
+          "value": "(type <> 'env_personal') OR (env_key IS NOT NULL AND env_owner_user_id IS NOT NULL)"
+        }
+      },
+      "isRLSEnabled": false
+    },
+    "public.credential_member": {
+      "name": "credential_member",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "credential_id": {
+          "name": "credential_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "role": {
+          "name": "role",
+          "type": "credential_member_role",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'member'"
+        },
+        "status": {
+          "name": "status",
+          "type": "credential_member_status",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'active'"
+        },
+        "joined_at": {
+          "name": "joined_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "invited_by": {
+          "name": "invited_by",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "credential_member_user_id_idx": {
+          "name": "credential_member_user_id_idx",
+          "columns": [
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "credential_member_role_idx": {
+          "name": "credential_member_role_idx",
+          "columns": [
+            {
+              "expression": "role",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "credential_member_status_idx": {
+          "name": "credential_member_status_idx",
+          "columns": [
+            {
+              "expression": "status",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "credential_member_unique": {
+          "name": "credential_member_unique",
+          "columns": [
+            {
+              "expression": "credential_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "credential_member_credential_id_credential_id_fk": {
+          "name": "credential_member_credential_id_credential_id_fk",
+          "tableFrom": "credential_member",
+          "tableTo": "credential",
+          "columnsFrom": ["credential_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "credential_member_user_id_user_id_fk": {
+          "name": "credential_member_user_id_user_id_fk",
+          "tableFrom": "credential_member",
+          "tableTo": "user",
+          "columnsFrom": ["user_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "credential_member_invited_by_user_id_fk": {
+          "name": "credential_member_invited_by_user_id_fk",
+          "tableFrom": "credential_member",
+          "tableTo": "user",
+          "columnsFrom": ["invited_by"],
+          "columnsTo": ["id"],
+          "onDelete": "set null",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.custom_block": {
+      "name": "custom_block",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "organization_id": {
+          "name": "organization_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "workflow_id": {
+          "name": "workflow_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "type": {
+          "name": "type",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "name": {
+          "name": "name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "description": {
+          "name": "description",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "''"
+        },
+        "icon_url": {
+          "name": "icon_url",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "inputs": {
+          "name": "inputs",
+          "type": "json",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "outputs": {
+          "name": "outputs",
+          "type": "json",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "enabled": {
+          "name": "enabled",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": true
+        },
+        "created_by": {
+          "name": "created_by",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "custom_block_organization_id_idx": {
+          "name": "custom_block_organization_id_idx",
+          "columns": [
+            {
+              "expression": "organization_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "custom_block_workflow_id_idx": {
+          "name": "custom_block_workflow_id_idx",
+          "columns": [
+            {
+              "expression": "workflow_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "custom_block_organization_type_unique": {
+          "name": "custom_block_organization_type_unique",
+          "columns": [
+            {
+              "expression": "organization_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "type",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "custom_block_organization_id_organization_id_fk": {
+          "name": "custom_block_organization_id_organization_id_fk",
+          "tableFrom": "custom_block",
+          "tableTo": "organization",
+          "columnsFrom": ["organization_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "custom_block_workflow_id_workflow_id_fk": {
+          "name": "custom_block_workflow_id_workflow_id_fk",
+          "tableFrom": "custom_block",
+          "tableTo": "workflow",
+          "columnsFrom": ["workflow_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "custom_block_created_by_user_id_fk": {
+          "name": "custom_block_created_by_user_id_fk",
+          "tableFrom": "custom_block",
+          "tableTo": "user",
+          "columnsFrom": ["created_by"],
+          "columnsTo": ["id"],
+          "onDelete": "set null",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.custom_tools": {
+      "name": "custom_tools",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "title": {
+          "name": "title",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "schema": {
+          "name": "schema",
+          "type": "json",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "code": {
+          "name": "code",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "custom_tools_workspace_id_idx": {
+          "name": "custom_tools_workspace_id_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "custom_tools_workspace_title_unique": {
+          "name": "custom_tools_workspace_title_unique",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "title",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "custom_tools_workspace_id_workspace_id_fk": {
+          "name": "custom_tools_workspace_id_workspace_id_fk",
+          "tableFrom": "custom_tools",
+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "custom_tools_user_id_user_id_fk": {
+          "name": "custom_tools_user_id_user_id_fk",
+          "tableFrom": "custom_tools",
+          "tableTo": "user",
+          "columnsFrom": ["user_id"],
+          "columnsTo": ["id"],
+          "onDelete": "set null",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.data_drain_runs": {
+      "name": "data_drain_runs",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "drain_id": {
+          "name": "drain_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "status": {
+          "name": "status",
+          "type": "data_drain_run_status",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "trigger": {
+          "name": "trigger",
+          "type": "data_drain_run_trigger",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "started_at": {
+          "name": "started_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "finished_at": {
+          "name": "finished_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "rows_exported": {
+          "name": "rows_exported",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "bytes_written": {
+          "name": "bytes_written",
+          "type": "bigint",
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+          "notNull": true,
+          "default": 0
+        },
+        "cursor_before": {
+          "name": "cursor_before",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "cursor_after": {
+          "name": "cursor_after",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "error": {
+          "name": "error",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "locators": {
+          "name": "locators",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'[]'::jsonb"
+        }
+      },
+      "indexes": {
+        "data_drain_runs_drain_started_idx": {
+          "name": "data_drain_runs_drain_started_idx",
+          "columns": [
+            {
+              "expression": "drain_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "started_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
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+              "asc": true,
+              "nulls": "last"
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+          "method": "btree",
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+        },
+        "doc_date1_idx": {
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+              "expression": "date1",
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+              "asc": true,
+              "nulls": "last"
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+          "method": "btree",
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+        },
+        "doc_date2_idx": {
+          "name": "doc_date2_idx",
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+              "asc": true,
+              "nulls": "last"
+            }
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+          "method": "btree",
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+        "doc_boolean1_idx": {
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+              "asc": true,
+              "nulls": "last"
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+          "tableTo": "knowledge_base",
+          "columnsFrom": ["knowledge_base_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "document_connector_id_knowledge_connector_id_fk": {
+          "name": "document_connector_id_knowledge_connector_id_fk",
+          "tableFrom": "document",
+          "tableTo": "knowledge_connector",
+          "columnsFrom": ["connector_id"],
+          "columnsTo": ["id"],
+          "onDelete": "set null",
+          "onUpdate": "no action"
+        },
+        "document_uploaded_by_user_id_fk": {
+          "name": "document_uploaded_by_user_id_fk",
+          "tableFrom": "document",
+          "tableTo": "user",
+          "columnsFrom": ["uploaded_by"],
+          "columnsTo": ["id"],
+          "onDelete": "set null",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.embedding": {
+      "name": "embedding",
+      "schema": "",
+      "columns": {
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+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "knowledge_base_id": {
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+          "type": "integer",
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+          "notNull": true
+        },
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+          "name": "embedding",
+          "type": "vector(1536)",
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+        },
+        "embedding_model": {
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+          "type": "text",
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+          "notNull": true,
+          "default": "'text-embedding-3-small'"
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+          "type": "text",
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+        },
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+          "name": "number1",
+          "type": "double precision",
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+        },
+        "number2": {
+          "name": "number2",
+          "type": "double precision",
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+          "name": "number3",
+          "type": "double precision",
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+          "name": "number4",
+          "type": "double precision",
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+        },
+        "number5": {
+          "name": "number5",
+          "type": "double precision",
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+        },
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+          "name": "date2",
+          "type": "timestamp",
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+        },
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+        },
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+          "name": "boolean2",
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+        },
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+          "name": "boolean3",
+          "type": "boolean",
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+        },
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+          "name": "enabled",
+          "type": "boolean",
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+          "notNull": true,
+          "default": true
+        },
+        "content_tsv": {
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+          "notNull": false,
+          "generated": {
+            "as": "to_tsvector('english', \"embedding\".\"content\")",
+            "type": "stored"
+          }
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
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+              "expression": "knowledge_base_id",
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+              "asc": true,
+              "nulls": "last"
+            }
+          ],
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+          "method": "btree",
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+        },
+        "emb_doc_id_idx": {
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+              "asc": true,
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+            }
+          ],
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+        },
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+              "asc": true,
+              "nulls": "last"
+            },
+            {
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+              "nulls": "last"
+            }
+          ],
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+          "method": "btree",
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+        },
+        "emb_kb_model_idx": {
+          "name": "emb_kb_model_idx",
+          "columns": [
+            {
+              "expression": "knowledge_base_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "embedding_model",
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+              "nulls": "last"
+            }
+          ],
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+          "method": "btree",
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+        },
+        "emb_kb_enabled_idx": {
+          "name": "emb_kb_enabled_idx",
+          "columns": [
+            {
+              "expression": "knowledge_base_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "enabled",
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+              "nulls": "last"
+            }
+          ],
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+          "method": "btree",
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+        },
+        "emb_doc_enabled_idx": {
+          "name": "emb_doc_enabled_idx",
+          "columns": [
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+              "expression": "document_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
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+              "nulls": "last"
+            }
+          ],
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+          "method": "btree",
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+        },
+        "embedding_vector_hnsw_idx": {
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+          "columns": [
+            {
+              "expression": "embedding",
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+              "asc": true,
+              "nulls": "last",
+              "opclass": "vector_cosine_ops"
+            }
+          ],
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+        },
+        "emb_tag1_idx": {
+          "name": "emb_tag1_idx",
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+              "asc": true,
+              "nulls": "last"
+            }
+          ],
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+        },
+        "emb_tag2_idx": {
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+              "nulls": "last"
+            }
+          ],
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+        },
+        "emb_tag3_idx": {
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+        "emb_tag5_idx": {
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+              "nulls": "last"
+            }
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+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "workspace_id": {
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+          "type": "text",
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+          "notNull": true
+        },
+        "execution_id": {
+          "name": "execution_id",
+          "type": "text",
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+          "notNull": true
+        },
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+          "name": "level",
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+        },
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+          "name": "status",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'running'"
+        },
+        "trigger": {
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+          "primaryKey": false,
+          "notNull": true
+        },
+        "started_at": {
+          "name": "started_at",
+          "type": "timestamp",
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+        },
+        "ended_at": {
+          "name": "ended_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "total_duration_ms": {
+          "name": "total_duration_ms",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "execution_data": {
+          "name": "execution_data",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'{}'"
+        },
+        "cost": {
+          "name": "cost",
+          "type": "jsonb",
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+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "job_execution_logs_schedule_id_idx": {
+          "name": "job_execution_logs_schedule_id_idx",
+          "columns": [
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+              "expression": "schedule_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
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+          "method": "btree",
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+        },
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+          "name": "job_execution_logs_workspace_started_at_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
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+            {
+              "expression": "started_at",
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+              "asc": true,
+              "nulls": "last"
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+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "job_execution_logs_workspace_ended_at_id_idx": {
+          "name": "job_execution_logs_workspace_ended_at_id_idx",
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+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
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+            {
+              "expression": "date_trunc('milliseconds', \"ended_at\")",
+              "asc": true,
+              "isExpression": true,
+              "nulls": "last"
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+              "expression": "id",
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+              "nulls": "last"
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+          "concurrently": false,
+          "method": "btree",
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+              "expression": "execution_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
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+          "method": "btree",
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+        "job_execution_logs_trigger_idx": {
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+          "columns": [
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+              "expression": "trigger",
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+              "asc": true,
+              "nulls": "last"
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+          "concurrently": false,
+          "method": "btree",
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+          "tableFrom": "job_execution_logs",
+          "tableTo": "workflow_schedule",
+          "columnsFrom": ["schedule_id"],
+          "columnsTo": ["id"],
+          "onDelete": "set null",
+          "onUpdate": "no action"
+        },
+        "job_execution_logs_workspace_id_workspace_id_fk": {
+          "name": "job_execution_logs_workspace_id_workspace_id_fk",
+          "tableFrom": "job_execution_logs",
+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
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+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.knowledge_base": {
+      "name": "knowledge_base",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
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+        "name": {
+          "name": "name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
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+        "description": {
+          "name": "description",
+          "type": "text",
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+          "name": "token_count",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "embedding_model": {
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+          "type": "text",
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+          "notNull": true,
+          "default": "'text-embedding-3-small'"
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+          "primaryKey": false,
+          "notNull": true,
+          "default": 1536
+        },
+        "chunking_config": {
+          "name": "chunking_config",
+          "type": "json",
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+          "notNull": true,
+          "default": "'{\"maxSize\": 1024, \"minSize\": 1, \"overlap\": 200}'"
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+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
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+      "indexes": {
+        "kb_user_id_idx": {
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+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
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+          "method": "btree",
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+        "kb_workspace_id_idx": {
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+              "expression": "workspace_id",
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+              "asc": true,
+              "nulls": "last"
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+          "concurrently": false,
+          "method": "btree",
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+        "kb_user_workspace_idx": {
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+              "expression": "user_id",
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+              "asc": true,
+              "nulls": "last"
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+            {
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+              "asc": true,
+              "nulls": "last"
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+          "concurrently": false,
+          "method": "btree",
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+        "kb_deleted_at_idx": {
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+              "expression": "deleted_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
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+          "concurrently": false,
+          "method": "btree",
+          "with": {}
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+        "kb_workspace_deleted_partial_idx": {
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+          "columns": [
+            {
+              "expression": "workspace_id",
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+              "asc": true,
+              "nulls": "last"
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+            {
+              "expression": "deleted_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
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+          ],
+          "isUnique": false,
+          "where": "\"knowledge_base\".\"deleted_at\" IS NOT NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "kb_workspace_name_active_unique": {
+          "name": "kb_workspace_name_active_unique",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "name",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "where": "\"knowledge_base\".\"deleted_at\" IS NULL",
+          "concurrently": false,
+          "method": "btree",
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+        }
+      },
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+          "tableTo": "user",
+          "columnsFrom": ["user_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "knowledge_base_workspace_id_workspace_id_fk": {
+          "name": "knowledge_base_workspace_id_workspace_id_fk",
+          "tableFrom": "knowledge_base",
+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
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+      },
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+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.knowledge_base_tag_definitions": {
+      "name": "knowledge_base_tag_definitions",
+      "schema": "",
+      "columns": {
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+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "knowledge_base_id": {
+          "name": "knowledge_base_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "tag_slot": {
+          "name": "tag_slot",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "display_name": {
+          "name": "display_name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "field_type": {
+          "name": "field_type",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'text'"
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
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+          "name": "kb_tag_definitions_kb_slot_idx",
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+              "expression": "knowledge_base_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
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+            {
+              "expression": "tag_slot",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
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+          "concurrently": false,
+          "method": "btree",
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+        "kb_tag_definitions_kb_display_name_idx": {
+          "name": "kb_tag_definitions_kb_display_name_idx",
+          "columns": [
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+              "expression": "knowledge_base_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "display_name",
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+              "asc": true,
+              "nulls": "last"
+            }
+          ],
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+          "concurrently": false,
+          "method": "btree",
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+        },
+        "kb_tag_definitions_kb_id_idx": {
+          "name": "kb_tag_definitions_kb_id_idx",
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+            {
+              "expression": "knowledge_base_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
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+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "knowledge_base_tag_definitions_knowledge_base_id_knowledge_base_id_fk": {
+          "name": "knowledge_base_tag_definitions_knowledge_base_id_knowledge_base_id_fk",
+          "tableFrom": "knowledge_base_tag_definitions",
+          "tableTo": "knowledge_base",
+          "columnsFrom": ["knowledge_base_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.knowledge_connector": {
+      "name": "knowledge_connector",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "knowledge_base_id": {
+          "name": "knowledge_base_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "connector_type": {
+          "name": "connector_type",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "credential_id": {
+          "name": "credential_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "encrypted_api_key": {
+          "name": "encrypted_api_key",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "source_config": {
+          "name": "source_config",
+          "type": "json",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "sync_mode": {
+          "name": "sync_mode",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'full'"
+        },
+        "sync_interval_minutes": {
+          "name": "sync_interval_minutes",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 1440
+        },
+        "status": {
+          "name": "status",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'active'"
+        },
+        "last_sync_at": {
+          "name": "last_sync_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "last_sync_error": {
+          "name": "last_sync_error",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "last_sync_doc_count": {
+          "name": "last_sync_doc_count",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "next_sync_at": {
+          "name": "next_sync_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "consecutive_failures": {
+          "name": "consecutive_failures",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "archived_at": {
+          "name": "archived_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "deleted_at": {
+          "name": "deleted_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        }
+      },
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+              "expression": "knowledge_base_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
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+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "kc_status_next_sync_idx": {
+          "name": "kc_status_next_sync_idx",
+          "columns": [
+            {
+              "expression": "status",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "next_sync_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
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+          "concurrently": false,
+          "method": "btree",
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+        },
+        "kc_archived_at_partial_idx": {
+          "name": "kc_archived_at_partial_idx",
+          "columns": [
+            {
+              "expression": "archived_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "where": "\"knowledge_connector\".\"archived_at\" IS NOT NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "kc_deleted_at_partial_idx": {
+          "name": "kc_deleted_at_partial_idx",
+          "columns": [
+            {
+              "expression": "deleted_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "where": "\"knowledge_connector\".\"deleted_at\" IS NOT NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "knowledge_connector_knowledge_base_id_knowledge_base_id_fk": {
+          "name": "knowledge_connector_knowledge_base_id_knowledge_base_id_fk",
+          "tableFrom": "knowledge_connector",
+          "tableTo": "knowledge_base",
+          "columnsFrom": ["knowledge_base_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.knowledge_connector_sync_log": {
+      "name": "knowledge_connector_sync_log",
+      "schema": "",
+      "columns": {
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+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "connector_id": {
+          "name": "connector_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "status": {
+          "name": "status",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "started_at": {
+          "name": "started_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "completed_at": {
+          "name": "completed_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "docs_added": {
+          "name": "docs_added",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "docs_updated": {
+          "name": "docs_updated",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "docs_deleted": {
+          "name": "docs_deleted",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "docs_unchanged": {
+          "name": "docs_unchanged",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "docs_failed": {
+          "name": "docs_failed",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "error_message": {
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+          "type": "text",
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+          "notNull": false
+        }
+      },
+      "indexes": {
+        "kcsl_connector_id_idx": {
+          "name": "kcsl_connector_id_idx",
+          "columns": [
+            {
+              "expression": "connector_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
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+          "concurrently": false,
+          "method": "btree",
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+        }
+      },
+      "foreignKeys": {
+        "knowledge_connector_sync_log_connector_id_knowledge_connector_id_fk": {
+          "name": "knowledge_connector_sync_log_connector_id_knowledge_connector_id_fk",
+          "tableFrom": "knowledge_connector_sync_log",
+          "tableTo": "knowledge_connector",
+          "columnsFrom": ["connector_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
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+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.mcp_server_oauth": {
+      "name": "mcp_server_oauth",
+      "schema": "",
+      "columns": {
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+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "mcp_server_id": {
+          "name": "mcp_server_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "text",
+          "primaryKey": false,
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+        },
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+          "type": "text",
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+          "notNull": true
+        },
+        "client_information": {
+          "name": "client_information",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "tokens": {
+          "name": "tokens",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "code_verifier": {
+          "name": "code_verifier",
+          "type": "text",
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+          "notNull": false
+        },
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+          "name": "state",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
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+          "name": "state_created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "last_refreshed_at": {
+          "name": "last_refreshed_at",
+          "type": "timestamp",
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+        },
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+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
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+          "notNull": true,
+          "default": "now()"
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+              "nulls": "last"
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+          "method": "btree",
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+        "mcp_server_oauth_state_idx": {
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+              "expression": "state",
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+              "asc": true,
+              "nulls": "last"
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+          "tableTo": "mcp_servers",
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+          "tableFrom": "mcp_server_oauth",
+          "tableTo": "user",
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+          "columnsTo": ["id"],
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+          "name": "mcp_server_oauth_workspace_id_workspace_id_fk",
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+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
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+      },
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+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
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+      "name": "mcp_servers",
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+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
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+          "default": "'headers'"
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+          "default": 3
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+          "default": true
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+          "type": "timestamp",
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+          "notNull": false
+        },
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+          "name": "connection_status",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false,
+          "default": "'disconnected'"
+        },
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+          "name": "last_error",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "status_config": {
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+          "type": "jsonb",
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+          "notNull": false,
+          "default": "'{}'"
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+          "notNull": false,
+          "default": 0
+        },
+        "last_tools_refresh": {
+          "name": "last_tools_refresh",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "total_requests": {
+          "name": "total_requests",
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+          "notNull": false,
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+          "name": "last_used",
+          "type": "timestamp",
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+          "name": "deleted_at",
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+        },
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+          "type": "timestamp",
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+          "default": "now()"
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+          "name": "updated_at",
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+          "notNull": true,
+          "default": "now()"
+        }
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+              "expression": "enabled",
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+              "asc": true,
+              "nulls": "last"
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+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
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+              "nulls": "last"
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+              "nulls": "last"
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+          "method": "btree",
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+          "tableTo": "user",
+          "columnsFrom": ["created_by"],
+          "columnsTo": ["id"],
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+      "isRLSEnabled": false
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+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
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+        },
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+          "notNull": true
+        },
+        "organization_id": {
+          "name": "organization_id",
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+          "primaryKey": false,
+          "notNull": true
+        },
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+          "name": "role",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
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+              "expression": "user_id",
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+              "nulls": "last"
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+          "method": "btree",
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+        },
+        "member_organization_id_idx": {
+          "name": "member_organization_id_idx",
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+              "expression": "organization_id",
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+              "asc": true,
+              "nulls": "last"
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+        }
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+          "columnsFrom": ["user_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "member_organization_id_organization_id_fk": {
+          "name": "member_organization_id_organization_id_fk",
+          "tableFrom": "member",
+          "tableTo": "organization",
+          "columnsFrom": ["organization_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
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+          "name": "id",
+          "type": "text",
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+          "notNull": true
+        },
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+          "notNull": true
+        },
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+          "name": "key",
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+          "notNull": true
+        },
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+          "name": "data",
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+        },
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+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "deleted_at": {
+          "name": "deleted_at",
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+          "primaryKey": false,
+          "notNull": false
+        }
+      },
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+              "expression": "key",
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+              "asc": true,
+              "nulls": "last"
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+          "method": "btree",
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+              "expression": "workspace_id",
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+              "nulls": "last"
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+          "concurrently": false,
+          "method": "btree",
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+        },
+        "memory_workspace_key_idx": {
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+              "expression": "workspace_id",
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+              "nulls": "last"
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+              "nulls": "last"
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+          "method": "btree",
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+        },
+        "memory_workspace_deleted_partial_idx": {
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+              "expression": "workspace_id",
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+              "nulls": "last"
+            },
+            {
+              "expression": "deleted_at",
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+              "nulls": "last"
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+          ],
+          "isUnique": false,
+          "where": "\"memory\".\"deleted_at\" IS NOT NULL",
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+          "method": "btree",
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+        }
+      },
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+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
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+      },
+      "compositePrimaryKeys": {},
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+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.mothership_inbox_allowed_sender": {
+      "name": "mothership_inbox_allowed_sender",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "email": {
+          "name": "email",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "label": {
+          "name": "label",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "added_by": {
+          "name": "added_by",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "inbox_sender_ws_email_idx": {
+          "name": "inbox_sender_ws_email_idx",
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+              "expression": "workspace_id",
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+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "email",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
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+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
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+        }
+      },
+      "foreignKeys": {
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+          "name": "mothership_inbox_allowed_sender_workspace_id_workspace_id_fk",
+          "tableFrom": "mothership_inbox_allowed_sender",
+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "mothership_inbox_allowed_sender_added_by_user_id_fk": {
+          "name": "mothership_inbox_allowed_sender_added_by_user_id_fk",
+          "tableFrom": "mothership_inbox_allowed_sender",
+          "tableTo": "user",
+          "columnsFrom": ["added_by"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
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+      },
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+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.mothership_inbox_task": {
+      "name": "mothership_inbox_task",
+      "schema": "",
+      "columns": {
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+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "from_email": {
+          "name": "from_email",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "from_name": {
+          "name": "from_name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "subject": {
+          "name": "subject",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "body_preview": {
+          "name": "body_preview",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "body_text": {
+          "name": "body_text",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "body_html": {
+          "name": "body_html",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "email_message_id": {
+          "name": "email_message_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "in_reply_to": {
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+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "response_message_id": {
+          "name": "response_message_id",
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+        }
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+              "nulls": "last"
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+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "paused_executions_execution_id_unique": {
+          "name": "paused_executions_execution_id_unique",
+          "columns": [
+            {
+              "expression": "execution_id",
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+              "asc": true,
+              "nulls": "last"
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+          "method": "btree",
+          "with": {}
+        },
+        "paused_executions_next_resume_at_idx": {
+          "name": "paused_executions_next_resume_at_idx",
+          "columns": [
+            {
+              "expression": "next_resume_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
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+          "where": "status = 'paused' AND next_resume_at IS NOT NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
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+        "paused_executions_workflow_id_workflow_id_fk": {
+          "name": "paused_executions_workflow_id_workflow_id_fk",
+          "tableFrom": "paused_executions",
+          "tableTo": "workflow",
+          "columnsFrom": ["workflow_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
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+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.pending_credential_draft": {
+      "name": "pending_credential_draft",
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+      "columns": {
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+          "name": "id",
+          "type": "text",
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+          "type": "text",
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+          "notNull": true
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+        "workspace_id": {
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+          "notNull": true
+        },
+        "provider_id": {
+          "name": "provider_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "display_name": {
+          "name": "display_name",
+          "type": "text",
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+          "notNull": true
+        },
+        "description": {
+          "name": "description",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "credential_id": {
+          "name": "credential_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "expires_at": {
+          "name": "expires_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
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+      "indexes": {
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+          "name": "pending_draft_user_provider_ws",
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+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
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+              "expression": "provider_id",
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+              "nulls": "last"
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+            {
+              "expression": "workspace_id",
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+              "nulls": "last"
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+          "method": "btree",
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+        }
+      },
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+          "tableTo": "user",
+          "columnsFrom": ["user_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "pending_credential_draft_workspace_id_workspace_id_fk": {
+          "name": "pending_credential_draft_workspace_id_workspace_id_fk",
+          "tableFrom": "pending_credential_draft",
+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "pending_credential_draft_credential_id_credential_id_fk": {
+          "name": "pending_credential_draft_credential_id_credential_id_fk",
+          "tableFrom": "pending_credential_draft",
+          "tableTo": "credential",
+          "columnsFrom": ["credential_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
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+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
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+      "name": "permission_group",
+      "schema": "",
+      "columns": {
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+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
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+          "notNull": true
+        },
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+          "name": "name",
+          "type": "text",
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+          "notNull": true
+        },
+        "description": {
+          "name": "description",
+          "type": "text",
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+          "notNull": false
+        },
+        "config": {
+          "name": "config",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'{}'"
+        },
+        "created_by": {
+          "name": "created_by",
+          "type": "text",
+          "primaryKey": false,
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+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "is_default": {
+          "name": "is_default",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": false
+        }
+      },
+      "indexes": {
+        "permission_group_created_by_idx": {
+          "name": "permission_group_created_by_idx",
+          "columns": [
+            {
+              "expression": "created_by",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
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+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "permission_group_organization_name_unique": {
+          "name": "permission_group_organization_name_unique",
+          "columns": [
+            {
+              "expression": "organization_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "name",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "permission_group_organization_default_unique": {
+          "name": "permission_group_organization_default_unique",
+          "columns": [
+            {
+              "expression": "organization_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "where": "is_default = true",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "permission_group_organization_id_organization_id_fk": {
+          "name": "permission_group_organization_id_organization_id_fk",
+          "tableFrom": "permission_group",
+          "tableTo": "organization",
+          "columnsFrom": ["organization_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "permission_group_created_by_user_id_fk": {
+          "name": "permission_group_created_by_user_id_fk",
+          "tableFrom": "permission_group",
+          "tableTo": "user",
+          "columnsFrom": ["created_by"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.permission_group_member": {
+      "name": "permission_group_member",
+      "schema": "",
+      "columns": {
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+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "permission_group_id": {
+          "name": "permission_group_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "organization_id": {
+          "name": "organization_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "assigned_by": {
+          "name": "assigned_by",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "assigned_at": {
+          "name": "assigned_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
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+          "name": "permission_group_member_group_id_idx",
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+              "expression": "permission_group_id",
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+              "nulls": "last"
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+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "permission_group_member_group_user_unique": {
+          "name": "permission_group_member_group_user_unique",
+          "columns": [
+            {
+              "expression": "permission_group_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
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+        },
+        "permission_group_member_organization_user_idx": {
+          "name": "permission_group_member_organization_user_idx",
+          "columns": [
+            {
+              "expression": "organization_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "permission_group_member_permission_group_id_permission_group_id_fk": {
+          "name": "permission_group_member_permission_group_id_permission_group_id_fk",
+          "tableFrom": "permission_group_member",
+          "tableTo": "permission_group",
+          "columnsFrom": ["permission_group_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "permission_group_member_organization_id_organization_id_fk": {
+          "name": "permission_group_member_organization_id_organization_id_fk",
+          "tableFrom": "permission_group_member",
+          "tableTo": "organization",
+          "columnsFrom": ["organization_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "permission_group_member_user_id_user_id_fk": {
+          "name": "permission_group_member_user_id_user_id_fk",
+          "tableFrom": "permission_group_member",
+          "tableTo": "user",
+          "columnsFrom": ["user_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "permission_group_member_assigned_by_user_id_fk": {
+          "name": "permission_group_member_assigned_by_user_id_fk",
+          "tableFrom": "permission_group_member",
+          "tableTo": "user",
+          "columnsFrom": ["assigned_by"],
+          "columnsTo": ["id"],
+          "onDelete": "set null",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.permission_group_workspace": {
+      "name": "permission_group_workspace",
+      "schema": "",
+      "columns": {
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+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "permission_group_id": {
+          "name": "permission_group_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "organization_id": {
+          "name": "organization_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
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+          "name": "permission_group_workspace_workspace_id_idx",
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+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "permission_group_workspace_group_workspace_unique": {
+          "name": "permission_group_workspace_group_workspace_unique",
+          "columns": [
+            {
+              "expression": "permission_group_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "permission_group_workspace_permission_group_id_permission_group_id_fk": {
+          "name": "permission_group_workspace_permission_group_id_permission_group_id_fk",
+          "tableFrom": "permission_group_workspace",
+          "tableTo": "permission_group",
+          "columnsFrom": ["permission_group_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "permission_group_workspace_workspace_id_workspace_id_fk": {
+          "name": "permission_group_workspace_workspace_id_workspace_id_fk",
+          "tableFrom": "permission_group_workspace",
+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "permission_group_workspace_organization_id_organization_id_fk": {
+          "name": "permission_group_workspace_organization_id_organization_id_fk",
+          "tableFrom": "permission_group_workspace",
+          "tableTo": "organization",
+          "columnsFrom": ["organization_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.permissions": {
+      "name": "permissions",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "entity_type": {
+          "name": "entity_type",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "entity_id": {
+          "name": "entity_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "permission_type": {
+          "name": "permission_type",
+          "type": "permission_type",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "permissions_user_id_idx": {
+          "name": "permissions_user_id_idx",
+          "columns": [
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "permissions_entity_idx": {
+          "name": "permissions_entity_idx",
+          "columns": [
+            {
+              "expression": "entity_type",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "entity_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "permissions_user_entity_type_idx": {
+          "name": "permissions_user_entity_type_idx",
+          "columns": [
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "entity_type",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "permissions_user_entity_permission_idx": {
+          "name": "permissions_user_entity_permission_idx",
+          "columns": [
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "entity_type",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "permission_type",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "permissions_user_entity_idx": {
+          "name": "permissions_user_entity_idx",
+          "columns": [
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "entity_type",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "entity_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "permissions_unique_constraint": {
+          "name": "permissions_unique_constraint",
+          "columns": [
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "entity_type",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "entity_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "permissions_user_id_user_id_fk": {
+          "name": "permissions_user_id_user_id_fk",
+          "tableFrom": "permissions",
+          "tableTo": "user",
+          "columnsFrom": ["user_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.public_share": {
+      "name": "public_share",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "resource_type": {
+          "name": "resource_type",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "resource_id": {
+          "name": "resource_id",
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+          ],
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+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "skill_member_unique": {
+          "name": "skill_member_unique",
+          "columns": [
+            {
+              "expression": "skill_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "skill_member_skill_id_skill_id_fk": {
+          "name": "skill_member_skill_id_skill_id_fk",
+          "tableFrom": "skill_member",
+          "tableTo": "skill",
+          "columnsFrom": ["skill_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "skill_member_user_id_user_id_fk": {
+          "name": "skill_member_user_id_user_id_fk",
+          "tableFrom": "skill_member",
+          "tableTo": "user",
+          "columnsFrom": ["user_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "skill_member_invited_by_user_id_fk": {
+          "name": "skill_member_invited_by_user_id_fk",
+          "tableFrom": "skill_member",
+          "tableTo": "user",
+          "columnsFrom": ["invited_by"],
+          "columnsTo": ["id"],
+          "onDelete": "set null",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.sso_domain": {
+      "name": "sso_domain",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "organization_id": {
+          "name": "organization_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "domain": {
+          "name": "domain",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "status": {
+          "name": "status",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'pending'"
+        },
+        "verification_token": {
+          "name": "verification_token",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "verified_at": {
+          "name": "verified_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_by": {
+          "name": "created_by",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "sso_domain_organization_id_idx": {
+          "name": "sso_domain_organization_id_idx",
+          "columns": [
+            {
+              "expression": "organization_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "sso_domain_domain_idx": {
+          "name": "sso_domain_domain_idx",
+          "columns": [
+            {
+              "expression": "domain",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "sso_domain_org_domain_unique": {
+          "name": "sso_domain_org_domain_unique",
+          "columns": [
+            {
+              "expression": "organization_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "domain",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "sso_domain_verified_unique": {
+          "name": "sso_domain_verified_unique",
+          "columns": [
+            {
+              "expression": "domain",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "where": "status = 'verified'",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "sso_domain_organization_id_organization_id_fk": {
+          "name": "sso_domain_organization_id_organization_id_fk",
+          "tableFrom": "sso_domain",
+          "tableTo": "organization",
+          "columnsFrom": ["organization_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "sso_domain_created_by_user_id_fk": {
+          "name": "sso_domain_created_by_user_id_fk",
+          "tableFrom": "sso_domain",
+          "tableTo": "user",
+          "columnsFrom": ["created_by"],
+          "columnsTo": ["id"],
+          "onDelete": "set null",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.sso_provider": {
+      "name": "sso_provider",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "issuer": {
+          "name": "issuer",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "domain": {
+          "name": "domain",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "oidc_config": {
+          "name": "oidc_config",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "saml_config": {
+          "name": "saml_config",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "provider_id": {
+          "name": "provider_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "organization_id": {
+          "name": "organization_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        }
+      },
+      "indexes": {
+        "sso_provider_provider_id_idx": {
+          "name": "sso_provider_provider_id_idx",
+          "columns": [
+            {
+              "expression": "provider_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "sso_provider_domain_idx": {
+          "name": "sso_provider_domain_idx",
+          "columns": [
+            {
+              "expression": "domain",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "sso_provider_user_id_idx": {
+          "name": "sso_provider_user_id_idx",
+          "columns": [
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "sso_provider_organization_id_idx": {
+          "name": "sso_provider_organization_id_idx",
+          "columns": [
+            {
+              "expression": "organization_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "sso_provider_user_id_user_id_fk": {
+          "name": "sso_provider_user_id_user_id_fk",
+          "tableFrom": "sso_provider",
+          "tableTo": "user",
+          "columnsFrom": ["user_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "sso_provider_organization_id_organization_id_fk": {
+          "name": "sso_provider_organization_id_organization_id_fk",
+          "tableFrom": "sso_provider",
+          "tableTo": "organization",
+          "columnsFrom": ["organization_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.subscription": {
+      "name": "subscription",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "plan": {
+          "name": "plan",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "reference_id": {
+          "name": "reference_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "stripe_customer_id": {
+          "name": "stripe_customer_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "stripe_subscription_id": {
+          "name": "stripe_subscription_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "status": {
+          "name": "status",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "period_start": {
+          "name": "period_start",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "period_end": {
+          "name": "period_end",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "cancel_at_period_end": {
+          "name": "cancel_at_period_end",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "cancel_at": {
+          "name": "cancel_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "canceled_at": {
+          "name": "canceled_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "ended_at": {
+          "name": "ended_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "seats": {
+          "name": "seats",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "trial_start": {
+          "name": "trial_start",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "trial_end": {
+          "name": "trial_end",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "billing_interval": {
+          "name": "billing_interval",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "stripe_schedule_id": {
+          "name": "stripe_schedule_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "metadata": {
+          "name": "metadata",
+          "type": "json",
+          "primaryKey": false,
+          "notNull": false
+        }
+      },
+      "indexes": {
+        "subscription_reference_status_idx": {
+          "name": "subscription_reference_status_idx",
+          "columns": [
+            {
+              "expression": "reference_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "status",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {},
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {
+        "check_enterprise_metadata": {
+          "name": "check_enterprise_metadata",
+          "value": "plan != 'enterprise' OR metadata IS NOT NULL"
+        }
+      },
+      "isRLSEnabled": false
+    },
+    "public.table_jobs": {
+      "name": "table_jobs",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "table_id": {
+          "name": "table_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "type": {
+          "name": "type",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "status": {
+          "name": "status",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'running'"
+        },
+        "payload": {
+          "name": "payload",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "rows_processed": {
+          "name": "rows_processed",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "error": {
+          "name": "error",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "started_at": {
+          "name": "started_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "completed_at": {
+          "name": "completed_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        }
+      },
+      "indexes": {
+        "table_jobs_one_active_per_table": {
+          "name": "table_jobs_one_active_per_table",
+          "columns": [
+            {
+              "expression": "table_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "where": "\"table_jobs\".\"status\" = 'running' AND \"table_jobs\".\"type\" <> 'export'",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "table_jobs_watchdog_idx": {
+          "name": "table_jobs_watchdog_idx",
+          "columns": [
+            {
+              "expression": "status",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "updated_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "table_jobs_table_started_idx": {
+          "name": "table_jobs_table_started_idx",
+          "columns": [
+            {
+              "expression": "table_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "started_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "table_jobs_table_id_user_table_definitions_id_fk": {
+          "name": "table_jobs_table_id_user_table_definitions_id_fk",
+          "tableFrom": "table_jobs",
+          "tableTo": "user_table_definitions",
+          "columnsFrom": ["table_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "table_jobs_workspace_id_workspace_id_fk": {
+          "name": "table_jobs_workspace_id_workspace_id_fk",
+          "tableFrom": "table_jobs",
+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.table_row_executions": {
+      "name": "table_row_executions",
+      "schema": "",
+      "columns": {
+        "table_id": {
+          "name": "table_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "row_id": {
+          "name": "row_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "group_id": {
+          "name": "group_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "status": {
+          "name": "status",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "execution_id": {
+          "name": "execution_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "job_id": {
+          "name": "job_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "workflow_id": {
+          "name": "workflow_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "error": {
+          "name": "error",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "running_block_ids": {
+          "name": "running_block_ids",
+          "type": "text[]",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'{}'::text[]"
+        },
+        "block_errors": {
+          "name": "block_errors",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'{}'::jsonb"
+        },
+        "cancelled_at": {
+          "name": "cancelled_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "enrichment_details": {
+          "name": "enrichment_details",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "table_row_executions_table_status_idx": {
+          "name": "table_row_executions_table_status_idx",
+          "columns": [
+            {
+              "expression": "table_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "status",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "where": "\"table_row_executions\".\"status\" IN ('queued', 'running', 'pending')",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "table_row_executions_execution_id_idx": {
+          "name": "table_row_executions_execution_id_idx",
+          "columns": [
+            {
+              "expression": "execution_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "where": "\"table_row_executions\".\"execution_id\" IS NOT NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "table_row_executions_table_group_idx": {
+          "name": "table_row_executions_table_group_idx",
+          "columns": [
+            {
+              "expression": "table_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "group_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "table_row_executions_table_id_user_table_definitions_id_fk": {
+          "name": "table_row_executions_table_id_user_table_definitions_id_fk",
+          "tableFrom": "table_row_executions",
+          "tableTo": "user_table_definitions",
+          "columnsFrom": ["table_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "table_row_executions_row_id_user_table_rows_id_fk": {
+          "name": "table_row_executions_row_id_user_table_rows_id_fk",
+          "tableFrom": "table_row_executions",
+          "tableTo": "user_table_rows",
+          "columnsFrom": ["row_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {
+        "table_row_executions_row_id_group_id_pk": {
+          "name": "table_row_executions_row_id_group_id_pk",
+          "columns": ["row_id", "group_id"]
+        }
+      },
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.table_run_dispatches": {
+      "name": "table_run_dispatches",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "table_id": {
+          "name": "table_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "request_id": {
+          "name": "request_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "mode": {
+          "name": "mode",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "scope": {
+          "name": "scope",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "status": {
+          "name": "status",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'pending'"
+        },
+        "cursor": {
+          "name": "cursor",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "limit": {
+          "name": "limit",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "processed_count": {
+          "name": "processed_count",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "is_manual_run": {
+          "name": "is_manual_run",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": true
+        },
+        "triggered_by_user_id": {
+          "name": "triggered_by_user_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "requested_at": {
+          "name": "requested_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "completed_at": {
+          "name": "completed_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "cancelled_at": {
+          "name": "cancelled_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        }
+      },
+      "indexes": {
+        "table_run_dispatches_active_idx": {
+          "name": "table_run_dispatches_active_idx",
+          "columns": [
+            {
+              "expression": "table_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "status",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "table_run_dispatches_watchdog_idx": {
+          "name": "table_run_dispatches_watchdog_idx",
+          "columns": [
+            {
+              "expression": "status",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "requested_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "table_run_dispatches_table_id_user_table_definitions_id_fk": {
+          "name": "table_run_dispatches_table_id_user_table_definitions_id_fk",
+          "tableFrom": "table_run_dispatches",
+          "tableTo": "user_table_definitions",
+          "columnsFrom": ["table_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "table_run_dispatches_workspace_id_workspace_id_fk": {
+          "name": "table_run_dispatches_workspace_id_workspace_id_fk",
+          "tableFrom": "table_run_dispatches",
+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "table_run_dispatches_triggered_by_user_id_user_id_fk": {
+          "name": "table_run_dispatches_triggered_by_user_id_user_id_fk",
+          "tableFrom": "table_run_dispatches",
+          "tableTo": "user",
+          "columnsFrom": ["triggered_by_user_id"],
+          "columnsTo": ["id"],
+          "onDelete": "set null",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.usage_log": {
+      "name": "usage_log",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "category": {
+          "name": "category",
+          "type": "usage_log_category",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "source": {
+          "name": "source",
+          "type": "usage_log_source",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "description": {
+          "name": "description",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "metadata": {
+          "name": "metadata",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "cost": {
+          "name": "cost",
+          "type": "numeric",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "event_key": {
+          "name": "event_key",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "billing_entity_type": {
+          "name": "billing_entity_type",
+          "type": "billing_entity_type",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "billing_entity_id": {
+          "name": "billing_entity_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "billing_period_start": {
+          "name": "billing_period_start",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "billing_period_end": {
+          "name": "billing_period_end",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "workflow_id": {
+          "name": "workflow_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "execution_id": {
+          "name": "execution_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "usage_log_user_created_at_idx": {
+          "name": "usage_log_user_created_at_idx",
+          "columns": [
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "created_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "usage_log_source_idx": {
+          "name": "usage_log_source_idx",
+          "columns": [
+            {
+              "expression": "source",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "usage_log_workspace_id_idx": {
+          "name": "usage_log_workspace_id_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "usage_log_workflow_id_idx": {
+          "name": "usage_log_workflow_id_idx",
+          "columns": [
+            {
+              "expression": "workflow_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "usage_log_event_key_unique": {
+          "name": "usage_log_event_key_unique",
+          "columns": [
+            {
+              "expression": "event_key",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "where": "\"usage_log\".\"event_key\" IS NOT NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "usage_log_billing_entity_period_idx": {
+          "name": "usage_log_billing_entity_period_idx",
+          "columns": [
+            {
+              "expression": "billing_entity_type",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "billing_entity_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "billing_period_start",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "billing_period_end",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "where": "\"usage_log\".\"billing_entity_type\" IS NOT NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "usage_log_billing_period_cost_idx": {
+          "name": "usage_log_billing_period_cost_idx",
+          "columns": [
+            {
+              "expression": "billing_entity_type",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "billing_entity_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "billing_period_start",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "created_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "billing_period_end",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "source",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "cost",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "where": "\"usage_log\".\"billing_entity_type\" IS NOT NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "usage_log_workspace_created_at_idx": {
+          "name": "usage_log_workspace_created_at_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "created_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "usage_log_execution_id_idx": {
+          "name": "usage_log_execution_id_idx",
+          "columns": [
+            {
+              "expression": "execution_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "usage_log_user_id_user_id_fk": {
+          "name": "usage_log_user_id_user_id_fk",
+          "tableFrom": "usage_log",
+          "tableTo": "user",
+          "columnsFrom": ["user_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "usage_log_workspace_id_workspace_id_fk": {
+          "name": "usage_log_workspace_id_workspace_id_fk",
+          "tableFrom": "usage_log",
+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "set null",
+          "onUpdate": "no action"
+        },
+        "usage_log_workflow_id_workflow_id_fk": {
+          "name": "usage_log_workflow_id_workflow_id_fk",
+          "tableFrom": "usage_log",
+          "tableTo": "workflow",
+          "columnsFrom": ["workflow_id"],
+          "columnsTo": ["id"],
+          "onDelete": "set null",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {
+        "usage_log_billing_scope_all_or_none": {
+          "name": "usage_log_billing_scope_all_or_none",
+          "value": "(\n        (\"usage_log\".\"billing_entity_type\" IS NULL AND \"usage_log\".\"billing_entity_id\" IS NULL AND \"usage_log\".\"billing_period_start\" IS NULL AND \"usage_log\".\"billing_period_end\" IS NULL)\n        OR\n        (\"usage_log\".\"billing_entity_type\" IS NOT NULL AND \"usage_log\".\"billing_entity_id\" IS NOT NULL AND \"usage_log\".\"billing_period_start\" IS NOT NULL AND \"usage_log\".\"billing_period_end\" IS NOT NULL AND \"usage_log\".\"billing_period_start\" < \"usage_log\".\"billing_period_end\")\n      )"
+        }
+      },
+      "isRLSEnabled": false
+    },
+    "public.user": {
+      "name": "user",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "name": {
+          "name": "name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "email": {
+          "name": "email",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "normalized_email": {
+          "name": "normalized_email",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "email_verified": {
+          "name": "email_verified",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "image": {
+          "name": "image",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "stripe_customer_id": {
+          "name": "stripe_customer_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "role": {
+          "name": "role",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false,
+          "default": "'user'"
+        },
+        "banned": {
+          "name": "banned",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": false,
+          "default": false
+        },
+        "ban_reason": {
+          "name": "ban_reason",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "ban_expires": {
+          "name": "ban_expires",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        }
+      },
+      "indexes": {},
+      "foreignKeys": {},
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {
+        "user_email_unique": {
+          "name": "user_email_unique",
+          "nullsNotDistinct": false,
+          "columns": ["email"]
+        },
+        "user_normalized_email_unique": {
+          "name": "user_normalized_email_unique",
+          "nullsNotDistinct": false,
+          "columns": ["normalized_email"]
+        }
+      },
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.user_stats": {
+      "name": "user_stats",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "total_manual_executions": {
+          "name": "total_manual_executions",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "total_api_calls": {
+          "name": "total_api_calls",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "total_webhook_triggers": {
+          "name": "total_webhook_triggers",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "total_scheduled_executions": {
+          "name": "total_scheduled_executions",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "total_chat_executions": {
+          "name": "total_chat_executions",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "total_mcp_executions": {
+          "name": "total_mcp_executions",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "total_tokens_used": {
+          "name": "total_tokens_used",
+          "type": "bigint",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "total_cost": {
+          "name": "total_cost",
+          "type": "numeric",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'0'"
+        },
+        "current_usage_limit": {
+          "name": "current_usage_limit",
+          "type": "numeric",
+          "primaryKey": false,
+          "notNull": false,
+          "default": "'5'"
+        },
+        "usage_limit_updated_at": {
+          "name": "usage_limit_updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false,
+          "default": "now()"
+        },
+        "current_period_cost": {
+          "name": "current_period_cost",
+          "type": "numeric",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'0'"
+        },
+        "last_period_cost": {
+          "name": "last_period_cost",
+          "type": "numeric",
+          "primaryKey": false,
+          "notNull": false,
+          "default": "'0'"
+        },
+        "billed_overage_this_period": {
+          "name": "billed_overage_this_period",
+          "type": "numeric",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'0'"
+        },
+        "pro_period_cost_snapshot": {
+          "name": "pro_period_cost_snapshot",
+          "type": "numeric",
+          "primaryKey": false,
+          "notNull": false,
+          "default": "'0'"
+        },
+        "pro_period_cost_snapshot_at": {
+          "name": "pro_period_cost_snapshot_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "credit_balance": {
+          "name": "credit_balance",
+          "type": "numeric",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'0'"
+        },
+        "total_copilot_cost": {
+          "name": "total_copilot_cost",
+          "type": "numeric",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'0'"
+        },
+        "current_period_copilot_cost": {
+          "name": "current_period_copilot_cost",
+          "type": "numeric",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'0'"
+        },
+        "last_period_copilot_cost": {
+          "name": "last_period_copilot_cost",
+          "type": "numeric",
+          "primaryKey": false,
+          "notNull": false,
+          "default": "'0'"
+        },
+        "total_copilot_tokens": {
+          "name": "total_copilot_tokens",
+          "type": "bigint",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "total_copilot_calls": {
+          "name": "total_copilot_calls",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "total_mcp_copilot_calls": {
+          "name": "total_mcp_copilot_calls",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "total_mcp_copilot_cost": {
+          "name": "total_mcp_copilot_cost",
+          "type": "numeric",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'0'"
+        },
+        "current_period_mcp_copilot_cost": {
+          "name": "current_period_mcp_copilot_cost",
+          "type": "numeric",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'0'"
+        },
+        "storage_used_bytes": {
+          "name": "storage_used_bytes",
+          "type": "bigint",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "last_active": {
+          "name": "last_active",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "billing_blocked": {
+          "name": "billing_blocked",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": false
+        },
+        "billing_blocked_reason": {
+          "name": "billing_blocked_reason",
+          "type": "billing_blocked_reason",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "limit_notifications": {
+          "name": "limit_notifications",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'{}'::jsonb"
+        }
+      },
+      "indexes": {},
+      "foreignKeys": {
+        "user_stats_user_id_user_id_fk": {
+          "name": "user_stats_user_id_user_id_fk",
+          "tableFrom": "user_stats",
+          "tableTo": "user",
+          "columnsFrom": ["user_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {
+        "user_stats_user_id_unique": {
+          "name": "user_stats_user_id_unique",
+          "nullsNotDistinct": false,
+          "columns": ["user_id"]
+        }
+      },
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.user_table_definitions": {
+      "name": "user_table_definitions",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "name": {
+          "name": "name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "description": {
+          "name": "description",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "schema": {
+          "name": "schema",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "metadata": {
+          "name": "metadata",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "max_rows": {
+          "name": "max_rows",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 10000
+        },
+        "row_count": {
+          "name": "row_count",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "rows_version": {
+          "name": "rows_version",
+          "type": "bigint",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "schema_locked": {
+          "name": "schema_locked",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": false
+        },
+        "insert_locked": {
+          "name": "insert_locked",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": false
+        },
+        "update_locked": {
+          "name": "update_locked",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": false
+        },
+        "delete_locked": {
+          "name": "delete_locked",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": false
+        },
+        "archived_at": {
+          "name": "archived_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_by": {
+          "name": "created_by",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "user_table_def_workspace_id_idx": {
+          "name": "user_table_def_workspace_id_idx",
+          "columns": [
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+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "user_table_def_workspace_name_unique": {
+          "name": "user_table_def_workspace_name_unique",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "name",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "where": "\"user_table_definitions\".\"archived_at\" IS NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "user_table_def_archived_at_idx": {
+          "name": "user_table_def_archived_at_idx",
+          "columns": [
+            {
+              "expression": "archived_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "user_table_def_workspace_archived_partial_idx": {
+          "name": "user_table_def_workspace_archived_partial_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "archived_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "where": "\"user_table_definitions\".\"archived_at\" IS NOT NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "user_table_definitions_workspace_id_workspace_id_fk": {
+          "name": "user_table_definitions_workspace_id_workspace_id_fk",
+          "tableFrom": "user_table_definitions",
+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "user_table_definitions_created_by_user_id_fk": {
+          "name": "user_table_definitions_created_by_user_id_fk",
+          "tableFrom": "user_table_definitions",
+          "tableTo": "user",
+          "columnsFrom": ["created_by"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.user_table_rows": {
+      "name": "user_table_rows",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "table_id": {
+          "name": "table_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "data": {
+          "name": "data",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "position": {
+          "name": "position",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "order_key": {
+          "name": "order_key",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "created_by": {
+          "name": "created_by",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        }
+      },
+      "indexes": {
+        "user_table_rows_tenant_data_gin_idx": {
+          "name": "user_table_rows_tenant_data_gin_idx",
+          "columns": [
+            {
+              "expression": "table_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "\"data\" jsonb_path_ops",
+              "asc": true,
+              "isExpression": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "gin",
+          "with": {}
+        },
+        "user_table_rows_workspace_table_idx": {
+          "name": "user_table_rows_workspace_table_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "table_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "user_table_rows_table_position_idx": {
+          "name": "user_table_rows_table_position_idx",
+          "columns": [
+            {
+              "expression": "table_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "position",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "user_table_rows_table_order_key_idx": {
+          "name": "user_table_rows_table_order_key_idx",
+          "columns": [
+            {
+              "expression": "table_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "order_key",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "user_table_rows_table_id_id_idx": {
+          "name": "user_table_rows_table_id_id_idx",
+          "columns": [
+            {
+              "expression": "table_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "user_table_rows_table_id_user_table_definitions_id_fk": {
+          "name": "user_table_rows_table_id_user_table_definitions_id_fk",
+          "tableFrom": "user_table_rows",
+          "tableTo": "user_table_definitions",
+          "columnsFrom": ["table_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "user_table_rows_workspace_id_workspace_id_fk": {
+          "name": "user_table_rows_workspace_id_workspace_id_fk",
+          "tableFrom": "user_table_rows",
+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "user_table_rows_created_by_user_id_fk": {
+          "name": "user_table_rows_created_by_user_id_fk",
+          "tableFrom": "user_table_rows",
+          "tableTo": "user",
+          "columnsFrom": ["created_by"],
+          "columnsTo": ["id"],
+          "onDelete": "set null",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.verification": {
+      "name": "verification",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "identifier": {
+          "name": "identifier",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "value": {
+          "name": "value",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "expires_at": {
+          "name": "expires_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        }
+      },
+      "indexes": {
+        "verification_identifier_idx": {
+          "name": "verification_identifier_idx",
+          "columns": [
+            {
+              "expression": "identifier",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "verification_expires_at_idx": {
+          "name": "verification_expires_at_idx",
+          "columns": [
+            {
+              "expression": "expires_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {},
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.waitlist": {
+      "name": "waitlist",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "email": {
+          "name": "email",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "status": {
+          "name": "status",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'pending'"
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {},
+      "foreignKeys": {},
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {
+        "waitlist_email_unique": {
+          "name": "waitlist_email_unique",
+          "nullsNotDistinct": false,
+          "columns": ["email"]
+        }
+      },
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.webhook": {
+      "name": "webhook",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "workflow_id": {
+          "name": "workflow_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "deployment_version_id": {
+          "name": "deployment_version_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "registration_status": {
+          "name": "registration_status",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "registration_generation": {
+          "name": "registration_generation",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "config_fingerprint": {
+          "name": "config_fingerprint",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "prepared_at": {
+          "name": "prepared_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "block_id": {
+          "name": "block_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "path": {
+          "name": "path",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "routing_key": {
+          "name": "routing_key",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "provider": {
+          "name": "provider",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "provider_config": {
+          "name": "provider_config",
+          "type": "json",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "is_active": {
+          "name": "is_active",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": true
+        },
+        "failed_count": {
+          "name": "failed_count",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false,
+          "default": 0
+        },
+        "last_failed_at": {
+          "name": "last_failed_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "archived_at": {
+          "name": "archived_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "path_deployment_unique": {
+          "name": "path_deployment_unique",
+          "columns": [
+            {
+              "expression": "path",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "deployment_version_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "where": "\"webhook\".\"archived_at\" IS NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "webhook_workflow_deployment_idx": {
+          "name": "webhook_workflow_deployment_idx",
+          "columns": [
+            {
+              "expression": "workflow_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "deployment_version_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "webhook_routing_key_active_idx": {
+          "name": "webhook_routing_key_active_idx",
+          "columns": [
+            {
+              "expression": "routing_key",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "provider",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "where": "\"webhook\".\"archived_at\" IS NULL AND \"webhook\".\"routing_key\" IS NOT NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "webhook_archived_at_partial_idx": {
+          "name": "webhook_archived_at_partial_idx",
+          "columns": [
+            {
+              "expression": "archived_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "where": "\"webhook\".\"archived_at\" IS NOT NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "idx_webhook_on_provider_is_active_workflow_id_deploym_bdeed5468": {
+          "name": "idx_webhook_on_provider_is_active_workflow_id_deploym_bdeed5468",
+          "columns": [
+            {
+              "expression": "provider",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "is_active",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "workflow_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "deployment_version_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "webhook_tiktok_credential_id_idx": {
+          "name": "webhook_tiktok_credential_id_idx",
+          "columns": [
+            {
+              "expression": "((\"provider_config\")::jsonb ->> 'credentialId')",
+              "asc": true,
+              "isExpression": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "where": "\"webhook\".\"provider\" = 'tiktok' AND \"webhook\".\"is_active\" = true AND \"webhook\".\"archived_at\" IS NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "idx_webhook_on_workflow_id_block_id_updated_at_desc": {
+          "name": "idx_webhook_on_workflow_id_block_id_updated_at_desc",
+          "columns": [
+            {
+              "expression": "workflow_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "block_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "updated_at",
+              "isExpression": false,
+              "asc": false,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "webhook_active_registration_unique": {
+          "name": "webhook_active_registration_unique",
+          "columns": [
+            {
+              "expression": "workflow_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "block_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "where": "\"webhook\".\"registration_status\" = 'active' AND \"webhook\".\"block_id\" IS NOT NULL AND \"webhook\".\"archived_at\" IS NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "webhook_candidate_registration_unique": {
+          "name": "webhook_candidate_registration_unique",
+          "columns": [
+            {
+              "expression": "workflow_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "block_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "where": "\"webhook\".\"registration_status\" = 'candidate' AND \"webhook\".\"block_id\" IS NOT NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "webhook_registration_status_generation_idx": {
+          "name": "webhook_registration_status_generation_idx",
+          "columns": [
+            {
+              "expression": "workflow_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "registration_status",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "registration_generation",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "webhook_workflow_id_workflow_id_fk": {
+          "name": "webhook_workflow_id_workflow_id_fk",
+          "tableFrom": "webhook",
+          "tableTo": "workflow",
+          "columnsFrom": ["workflow_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "webhook_deployment_version_id_workflow_deployment_version_id_fk": {
+          "name": "webhook_deployment_version_id_workflow_deployment_version_id_fk",
+          "tableFrom": "webhook",
+          "tableTo": "workflow_deployment_version",
+          "columnsFrom": ["deployment_version_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {
+        "webhook_registration_status_check": {
+          "name": "webhook_registration_status_check",
+          "value": "\"webhook\".\"registration_status\" IS NULL OR \"webhook\".\"registration_status\" IN ('active', 'candidate', 'retired', 'orphaned')"
+        },
+        "webhook_registration_generation_check": {
+          "name": "webhook_registration_generation_check",
+          "value": "\"webhook\".\"registration_generation\" IS NULL OR \"webhook\".\"registration_generation\" >= 0"
+        }
+      },
+      "isRLSEnabled": false
+    },
+    "public.webhook_path_claim": {
+      "name": "webhook_path_claim",
+      "schema": "",
+      "columns": {
+        "path": {
+          "name": "path",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "workflow_id": {
+          "name": "workflow_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "generation": {
+          "name": "generation",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "webhook_path_claim_workflow_idx": {
+          "name": "webhook_path_claim_workflow_idx",
+          "columns": [
+            {
+              "expression": "workflow_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "webhook_path_claim_workflow_id_workflow_id_fk": {
+          "name": "webhook_path_claim_workflow_id_workflow_id_fk",
+          "tableFrom": "webhook_path_claim",
+          "tableTo": "workflow",
+          "columnsFrom": ["workflow_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {
+        "webhook_path_claim_generation_check": {
+          "name": "webhook_path_claim_generation_check",
+          "value": "\"webhook_path_claim\".\"generation\" >= 0"
+        }
+      },
+      "isRLSEnabled": false
+    },
+    "public.workflow": {
+      "name": "workflow",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "folder_id": {
+          "name": "folder_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "sort_order": {
+          "name": "sort_order",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "name": {
+          "name": "name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "description": {
+          "name": "description",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "last_synced": {
+          "name": "last_synced",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "is_deployed": {
+          "name": "is_deployed",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": false
+        },
+        "deployed_at": {
+          "name": "deployed_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "is_public_api": {
+          "name": "is_public_api",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": false
+        },
+        "locked": {
+          "name": "locked",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": false
+        },
+        "fork_sync_excluded": {
+          "name": "fork_sync_excluded",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": false
+        },
+        "run_count": {
+          "name": "run_count",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "last_run_at": {
+          "name": "last_run_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "variables": {
+          "name": "variables",
+          "type": "json",
+          "primaryKey": false,
+          "notNull": false,
+          "default": "'{}'"
+        },
+        "archived_at": {
+          "name": "archived_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        }
+      },
+      "indexes": {
+        "workflow_user_id_idx": {
+          "name": "workflow_user_id_idx",
+          "columns": [
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workflow_workspace_id_idx": {
+          "name": "workflow_workspace_id_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workflow_user_workspace_idx": {
+          "name": "workflow_user_workspace_idx",
+          "columns": [
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workflow_workspace_folder_name_active_unique": {
+          "name": "workflow_workspace_folder_name_active_unique",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "coalesce(\"folder_id\", '')",
+              "asc": true,
+              "isExpression": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "name",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "where": "\"workflow\".\"archived_at\" IS NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workflow_folder_sort_idx": {
+          "name": "workflow_folder_sort_idx",
+          "columns": [
+            {
+              "expression": "folder_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "sort_order",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workflow_archived_at_idx": {
+          "name": "workflow_archived_at_idx",
+          "columns": [
+            {
+              "expression": "archived_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workflow_workspace_archived_partial_idx": {
+          "name": "workflow_workspace_archived_partial_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "archived_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "where": "\"workflow\".\"archived_at\" IS NOT NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "workflow_user_id_user_id_fk": {
+          "name": "workflow_user_id_user_id_fk",
+          "tableFrom": "workflow",
+          "tableTo": "user",
+          "columnsFrom": ["user_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "workflow_workspace_id_workspace_id_fk": {
+          "name": "workflow_workspace_id_workspace_id_fk",
+          "tableFrom": "workflow",
+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "workflow_folder_id_workflow_folder_id_fk": {
+          "name": "workflow_folder_id_workflow_folder_id_fk",
+          "tableFrom": "workflow",
+          "tableTo": "workflow_folder",
+          "columnsFrom": ["folder_id"],
+          "columnsTo": ["id"],
+          "onDelete": "set null",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.workflow_blocks": {
+      "name": "workflow_blocks",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "workflow_id": {
+          "name": "workflow_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "type": {
+          "name": "type",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "name": {
+          "name": "name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "position_x": {
+          "name": "position_x",
+          "type": "numeric",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "position_y": {
+          "name": "position_y",
+          "type": "numeric",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "enabled": {
+          "name": "enabled",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": true
+        },
+        "horizontal_handles": {
+          "name": "horizontal_handles",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": true
+        },
+        "is_wide": {
+          "name": "is_wide",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": false
+        },
+        "advanced_mode": {
+          "name": "advanced_mode",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": false
+        },
+        "trigger_mode": {
+          "name": "trigger_mode",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": false
+        },
+        "locked": {
+          "name": "locked",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": false
+        },
+        "height": {
+          "name": "height",
+          "type": "numeric",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'0'"
+        },
+        "sub_blocks": {
+          "name": "sub_blocks",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'{}'"
+        },
+        "outputs": {
+          "name": "outputs",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'{}'"
+        },
+        "data": {
+          "name": "data",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": false,
+          "default": "'{}'"
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "workflow_blocks_workflow_id_idx": {
+          "name": "workflow_blocks_workflow_id_idx",
+          "columns": [
+            {
+              "expression": "workflow_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workflow_blocks_type_idx": {
+          "name": "workflow_blocks_type_idx",
+          "columns": [
+            {
+              "expression": "type",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "workflow_blocks_workflow_id_workflow_id_fk": {
+          "name": "workflow_blocks_workflow_id_workflow_id_fk",
+          "tableFrom": "workflow_blocks",
+          "tableTo": "workflow",
+          "columnsFrom": ["workflow_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.workflow_checkpoints": {
+      "name": "workflow_checkpoints",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "uuid",
+          "primaryKey": true,
+          "notNull": true,
+          "default": "gen_random_uuid()"
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "text",
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+        },
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+          "type": "text",
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+        },
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+          "name": "chat_id",
+          "type": "uuid",
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+        },
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+          "name": "message_id",
+          "type": "text",
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+        },
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+          "name": "workflow_state",
+          "type": "json",
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+        },
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+          "name": "created_at",
+          "type": "timestamp",
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+          "default": "now()"
+        },
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+          "type": "timestamp",
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+          "notNull": true,
+          "default": "now()"
+        }
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+        },
+        "workflow_checkpoints_workflow_id_idx": {
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+          "columns": [
+            {
+              "expression": "workflow_id",
+              "isExpression": false,
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+              "nulls": "last"
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+          "method": "btree",
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+        },
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+          "name": "workflow_checkpoints_chat_id_idx",
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+              "expression": "chat_id",
+              "isExpression": false,
+              "asc": true,
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+          "method": "btree",
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+        },
+        "workflow_checkpoints_message_id_idx": {
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+          "columns": [
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+              "expression": "message_id",
+              "isExpression": false,
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+              "nulls": "last"
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+          "concurrently": false,
+          "method": "btree",
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+        },
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+            {
+              "expression": "user_id",
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+            {
+              "expression": "workflow_id",
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+        },
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+          "tableTo": "copilot_chats",
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+          "columnsTo": ["id"],
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+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.workflow_deployment_operation": {
+      "name": "workflow_deployment_operation",
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+          "name": "id",
+          "type": "text",
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+        },
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+        },
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+          "default": "now()"
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+          "default": "now()"
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+          "method": "btree",
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+          "name": "workflow_deployment_operation_workflow_in_flight_unique",
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+              "expression": "workflow_id",
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+          "value": "\"workflow_deployment_operation\".\"status\" IN ('preparing', 'activating', 'active', 'failed', 'superseded')"
+        },
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+        },
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+          "name": "workflow_deployment_operation_protocol_version_check",
+          "value": "\"workflow_deployment_operation\".\"protocol_version\" > 0"
+        }
+      },
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+    },
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+      "name": "workflow_deployment_version",
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+          "notNull": true
+        },
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+          "name": "name",
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+          "notNull": false
+        },
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+          "name": "description",
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+          "default": "now()"
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+          "name": "created_by",
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+          "notNull": false
+        }
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+              "nulls": "last"
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+          "concurrently": false,
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+              "nulls": "last"
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+              "expression": "created_at",
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+        }
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+      },
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+      "checkConstraints": {},
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+    },
+    "public.workflow_edges": {
+      "name": "workflow_edges",
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+      "columns": {
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+          "name": "id",
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+          "name": "source_block_id",
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+        },
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+          "name": "source_handle",
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+        },
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+          "name": "target_handle",
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+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
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+          "default": "now()"
+        }
+      },
+      "indexes": {
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+          "name": "workflow_edges_workflow_id_idx",
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+              "nulls": "last"
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+          "method": "btree",
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+        },
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+              "nulls": "last"
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+            {
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+              "asc": true,
+              "nulls": "last"
+            }
+          ],
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+          "method": "btree",
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+        },
+        "workflow_edges_workflow_target_idx": {
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+              "expression": "workflow_id",
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+              "isExpression": false,
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+          ],
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+          "concurrently": false,
+          "method": "btree",
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+        }
+      },
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+          "tableTo": "workflow",
+          "columnsFrom": ["workflow_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "workflow_edges_source_block_id_workflow_blocks_id_fk": {
+          "name": "workflow_edges_source_block_id_workflow_blocks_id_fk",
+          "tableFrom": "workflow_edges",
+          "tableTo": "workflow_blocks",
+          "columnsFrom": ["source_block_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
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+        },
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+          "tableTo": "workflow_blocks",
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+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
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+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.workflow_execution_logs": {
+      "name": "workflow_execution_logs",
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+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
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+          "type": "text",
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+          "notNull": false
+        },
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+          "name": "workspace_id",
+          "type": "text",
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+          "notNull": true
+        },
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+          "name": "execution_id",
+          "type": "text",
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+          "type": "text",
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+          "notNull": true
+        },
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+          "name": "deployment_version_id",
+          "type": "text",
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+          "notNull": false
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+          "name": "level",
+          "type": "text",
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+          "notNull": true
+        },
+        "status": {
+          "name": "status",
+          "type": "text",
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+          "notNull": true,
+          "default": "'running'"
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+          "name": "ended_at",
+          "type": "timestamp",
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+          "name": "total_duration_ms",
+          "type": "integer",
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+          "notNull": false
+        },
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+          "name": "cost_total",
+          "type": "numeric",
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+        },
+        "models_used": {
+          "name": "models_used",
+          "type": "text[]",
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+          "notNull": false
+        },
+        "files": {
+          "name": "files",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": false
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+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
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+          "notNull": false,
+          "default": "'#6B7280'"
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+          "default": "now()"
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+          "default": "now()"
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+          "name": "archived_at",
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+              "nulls": "last"
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+          "tableTo": "user",
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+          "tableTo": "workspace",
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+      "isRLSEnabled": false
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+    "public.workflow_mcp_server": {
+      "name": "workflow_mcp_server",
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+          "notNull": true,
+          "default": "now()"
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+          "notNull": true,
+          "default": "now()"
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+          "method": "btree",
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+          "method": "btree",
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+          "method": "btree",
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+              "nulls": "last"
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+          "where": "\"workflow_mcp_server\".\"deleted_at\" IS NOT NULL",
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+          "method": "btree",
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+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
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+          "onUpdate": "no action"
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+        "workflow_mcp_server_created_by_user_id_fk": {
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+          "tableFrom": "workflow_mcp_server",
+          "tableTo": "user",
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+          "default": "now()"
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+          "default": "'active'"
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+          "type": "text",
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+          "default": "'workflow'"
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+          "name": "contexts",
+          "type": "jsonb",
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+          "name": "excluded_dates",
+          "type": "jsonb",
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+          "notNull": false
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+          "name": "ends_at",
+          "type": "timestamp",
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+          "name": "archived_at",
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+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
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+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
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+              "nulls": "last"
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+          "method": "btree",
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+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
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+          "method": "btree",
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+              "expression": "archived_at",
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+          "where": "\"workflow_schedule\".\"archived_at\" IS NULL AND \"workflow_schedule\".\"status\" NOT IN ('disabled', 'completed') AND (\"workflow_schedule\".\"source_type\" = 'workflow' OR \"workflow_schedule\".\"source_type\" IS NULL)",
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+          "method": "btree",
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+              "expression": "next_run_at",
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+          "where": "\"workflow_schedule\".\"archived_at\" IS NULL AND \"workflow_schedule\".\"status\" NOT IN ('disabled', 'completed') AND \"workflow_schedule\".\"source_type\" = 'job'",
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+          "method": "btree",
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+      "checkConstraints": {},
+      "isRLSEnabled": false
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+          "name": "type",
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+          "default": "now()"
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+          "notNull": true,
+          "default": "now()"
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+          "name": "workflow_subflows_workflow_id_idx",
+          "columns": [
+            {
+              "expression": "workflow_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workflow_subflows_workflow_type_idx": {
+          "name": "workflow_subflows_workflow_type_idx",
+          "columns": [
+            {
+              "expression": "workflow_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "type",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "workflow_subflows_workflow_id_workflow_id_fk": {
+          "name": "workflow_subflows_workflow_id_workflow_id_fk",
+          "tableFrom": "workflow_subflows",
+          "tableTo": "workflow",
+          "columnsFrom": ["workflow_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.workspace": {
+      "name": "workspace",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "name": {
+          "name": "name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "color": {
+          "name": "color",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'#33C482'"
+        },
+        "logo_url": {
+          "name": "logo_url",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "owner_id": {
+          "name": "owner_id",
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+          "notNull": true
+        },
+        "organization_id": {
+          "name": "organization_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "workspace_mode": {
+          "name": "workspace_mode",
+          "type": "workspace_mode",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'grandfathered_shared'"
+        },
+        "billed_account_user_id": {
+          "name": "billed_account_user_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "storage_used_bytes": {
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+          "type": "bigint",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "allow_personal_api_keys": {
+          "name": "allow_personal_api_keys",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": true
+        },
+        "inbox_enabled": {
+          "name": "inbox_enabled",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": false
+        },
+        "inbox_address": {
+          "name": "inbox_address",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "inbox_provider_id": {
+          "name": "inbox_provider_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "archived_at": {
+          "name": "archived_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "organization_assigned_at": {
+          "name": "organization_assigned_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "forked_from_workspace_id": {
+          "name": "forked_from_workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "workspace_owner_id_idx": {
+          "name": "workspace_owner_id_idx",
+          "columns": [
+            {
+              "expression": "owner_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workspace_organization_id_idx": {
+          "name": "workspace_organization_id_idx",
+          "columns": [
+            {
+              "expression": "organization_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workspace_mode_idx": {
+          "name": "workspace_mode_idx",
+          "columns": [
+            {
+              "expression": "workspace_mode",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workspace_forked_from_workspace_id_idx": {
+          "name": "workspace_forked_from_workspace_id_idx",
+          "columns": [
+            {
+              "expression": "forked_from_workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "workspace_owner_id_user_id_fk": {
+          "name": "workspace_owner_id_user_id_fk",
+          "tableFrom": "workspace",
+          "tableTo": "user",
+          "columnsFrom": ["owner_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "workspace_organization_id_organization_id_fk": {
+          "name": "workspace_organization_id_organization_id_fk",
+          "tableFrom": "workspace",
+          "tableTo": "organization",
+          "columnsFrom": ["organization_id"],
+          "columnsTo": ["id"],
+          "onDelete": "set null",
+          "onUpdate": "no action"
+        },
+        "workspace_billed_account_user_id_user_id_fk": {
+          "name": "workspace_billed_account_user_id_user_id_fk",
+          "tableFrom": "workspace",
+          "tableTo": "user",
+          "columnsFrom": ["billed_account_user_id"],
+          "columnsTo": ["id"],
+          "onDelete": "no action",
+          "onUpdate": "no action"
+        },
+        "workspace_forked_from_workspace_id_workspace_id_fk": {
+          "name": "workspace_forked_from_workspace_id_workspace_id_fk",
+          "tableFrom": "workspace",
+          "tableTo": "workspace",
+          "columnsFrom": ["forked_from_workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "set null",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {
+        "workspace_storage_used_bytes_non_negative": {
+          "name": "workspace_storage_used_bytes_non_negative",
+          "value": "\"workspace\".\"storage_used_bytes\" >= 0"
+        }
+      },
+      "isRLSEnabled": false
+    },
+    "public.workspace_byok_keys": {
+      "name": "workspace_byok_keys",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "provider_id": {
+          "name": "provider_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "encrypted_api_key": {
+          "name": "encrypted_api_key",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "name": {
+          "name": "name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_by": {
+          "name": "created_by",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "workspace_byok_workspace_provider_idx": {
+          "name": "workspace_byok_workspace_provider_idx",
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+              "expression": "workspace_id",
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+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "provider_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "workspace_byok_keys_workspace_id_workspace_id_fk": {
+          "name": "workspace_byok_keys_workspace_id_workspace_id_fk",
+          "tableFrom": "workspace_byok_keys",
+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "workspace_byok_keys_created_by_user_id_fk": {
+          "name": "workspace_byok_keys_created_by_user_id_fk",
+          "tableFrom": "workspace_byok_keys",
+          "tableTo": "user",
+          "columnsFrom": ["created_by"],
+          "columnsTo": ["id"],
+          "onDelete": "set null",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.workspace_environment": {
+      "name": "workspace_environment",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "variables": {
+          "name": "variables",
+          "type": "json",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'{}'"
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
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+          "name": "workspace_environment_workspace_unique",
+          "columns": [
+            {
+              "expression": "workspace_id",
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+              "asc": true,
+              "nulls": "last"
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+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "workspace_environment_workspace_id_workspace_id_fk": {
+          "name": "workspace_environment_workspace_id_workspace_id_fk",
+          "tableFrom": "workspace_environment",
+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.workspace_file": {
+      "name": "workspace_file",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "name": {
+          "name": "name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "key": {
+          "name": "key",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "size": {
+          "name": "size",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "type": {
+          "name": "type",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "uploaded_by": {
+          "name": "uploaded_by",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "deleted_at": {
+          "name": "deleted_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "uploaded_at": {
+          "name": "uploaded_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "workspace_file_workspace_id_idx": {
+          "name": "workspace_file_workspace_id_idx",
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+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workspace_file_key_idx": {
+          "name": "workspace_file_key_idx",
+          "columns": [
+            {
+              "expression": "key",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workspace_file_deleted_at_idx": {
+          "name": "workspace_file_deleted_at_idx",
+          "columns": [
+            {
+              "expression": "deleted_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workspace_file_workspace_deleted_partial_idx": {
+          "name": "workspace_file_workspace_deleted_partial_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "deleted_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "where": "\"workspace_file\".\"deleted_at\" IS NOT NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "workspace_file_workspace_id_workspace_id_fk": {
+          "name": "workspace_file_workspace_id_workspace_id_fk",
+          "tableFrom": "workspace_file",
+          "tableTo": "workspace",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "workspace_file_uploaded_by_user_id_fk": {
+          "name": "workspace_file_uploaded_by_user_id_fk",
+          "tableFrom": "workspace_file",
+          "tableTo": "user",
+          "columnsFrom": ["uploaded_by"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {
+        "workspace_file_key_unique": {
+          "name": "workspace_file_key_unique",
+          "nullsNotDistinct": false,
+          "columns": ["key"]
+        }
+      },
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.workspace_file_folders": {
+      "name": "workspace_file_folders",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "name": {
+          "name": "name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "parent_id": {
+          "name": "parent_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "sort_order": {
+          "name": "sort_order",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "deleted_at": {
+          "name": "deleted_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "workspace_file_folders_workspace_parent_idx": {
+          "name": "workspace_file_folders_workspace_parent_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "parent_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workspace_file_folders_parent_sort_idx": {
+          "name": "workspace_file_folders_parent_sort_idx",
+          "columns": [
+            {
+              "expression": "parent_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "sort_order",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workspace_file_folders_deleted_at_idx": {
+          "name": "workspace_file_folders_deleted_at_idx",
+          "columns": [
+            {
+              "expression": "deleted_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workspace_file_folders_workspace_deleted_partial_idx": {
+          "name": "workspace_file_folders_workspace_deleted_partial_idx",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "deleted_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "where": "\"workspace_file_folders\".\"deleted_at\" IS NOT NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workspace_file_folders_workspace_parent_name_active_unique": {
+          "name": "workspace_file_folders_workspace_parent_name_active_unique",
+          "columns": [
+            {
+              "expression": "workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "coalesce(\"parent_id\", '')",
+              "asc": true,
+              "isExpression": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "name",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "where": "\"workspace_file_folders\".\"deleted_at\" IS NULL",
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
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+          "name": "workspace_file_folders_user_id_user_id_fk",
+          "tableFrom": "workspace_file_folders",
+          "tableTo": "user",
+          "columnsFrom": ["user_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
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+          "tableFrom": "workspace_file_folders",
+          "tableTo": "workspace",
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+          "columnsTo": ["id"],
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+          "onUpdate": "no action"
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+          "tableTo": "workspace_file_folders",
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+          "columnsTo": ["id"],
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+          "name": "id",
+          "type": "text",
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+          "notNull": true
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+        },
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+          "name": "deleted_at",
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+        },
+        "uploaded_at": {
+          "name": "uploaded_at",
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+          "notNull": true,
+          "default": "now()"
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+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
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+          "notNull": true,
+          "default": "now()"
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+          "method": "btree",
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+              "expression": "chat_id",
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+              "expression": "user_id",
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+          "method": "btree",
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+          "default": "now()"
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+          "default": "now()"
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+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.workspace_fork_resource_map": {
+      "name": "workspace_fork_resource_map",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "child_workspace_id": {
+          "name": "child_workspace_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "resource_type": {
+          "name": "resource_type",
+          "type": "workspace_fork_resource_type",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "parent_resource_id": {
+          "name": "parent_resource_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "child_resource_id": {
+          "name": "child_resource_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_by": {
+          "name": "created_by",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "workspace_fork_resource_map_child_ws_idx": {
+          "name": "workspace_fork_resource_map_child_ws_idx",
+          "columns": [
+            {
+              "expression": "child_workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workspace_fork_resource_map_child_ws_type_idx": {
+          "name": "workspace_fork_resource_map_child_ws_type_idx",
+          "columns": [
+            {
+              "expression": "child_workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "resource_type",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "workspace_fork_resource_map_child_type_parent_unique": {
+          "name": "workspace_fork_resource_map_child_type_parent_unique",
+          "columns": [
+            {
+              "expression": "child_workspace_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "resource_type",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "parent_resource_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "workspace_fork_resource_map_child_workspace_id_workspace_id_fk": {
+          "name": "workspace_fork_resource_map_child_workspace_id_workspace_id_fk",
+          "tableFrom": "workspace_fork_resource_map",
+          "tableTo": "workspace",
+          "columnsFrom": ["child_workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "workspace_fork_resource_map_created_by_user_id_fk": {
+          "name": "workspace_fork_resource_map_created_by_user_id_fk",
+          "tableFrom": "workspace_fork_resource_map",
+          "tableTo": "user",
+          "columnsFrom": ["created_by"],
+          "columnsTo": ["id"],
+          "onDelete": "set null",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    }
+  },
+  "enums": {
+    "public.academy_cert_status": {
+      "name": "academy_cert_status",
+      "schema": "public",
+      "values": ["active", "revoked", "expired"]
+    },
+    "public.background_work_kind": {
+      "name": "background_work_kind",
+      "schema": "public",
+      "values": ["deployment_side_effects", "fork_content_copy", "fork_sync", "fork_rollback"]
+    },
+    "public.background_work_status_value": {
+      "name": "background_work_status_value",
+      "schema": "public",
+      "values": ["pending", "processing", "completed", "completed_with_warnings", "failed"]
+    },
+    "public.billing_blocked_reason": {
+      "name": "billing_blocked_reason",
+      "schema": "public",
+      "values": ["payment_failed", "dispute"]
+    },
+    "public.billing_entity_type": {
+      "name": "billing_entity_type",
+      "schema": "public",
+      "values": ["user", "organization"]
+    },
+    "public.chat_type": {
+      "name": "chat_type",
+      "schema": "public",
+      "values": ["mothership", "copilot"]
+    },
+    "public.copilot_async_tool_status": {
+      "name": "copilot_async_tool_status",
+      "schema": "public",
+      "values": ["pending", "running", "completed", "failed", "cancelled", "delivered"]
+    },
+    "public.copilot_run_status": {
+      "name": "copilot_run_status",
+      "schema": "public",
+      "values": ["active", "paused_waiting_for_tool", "resuming", "complete", "error", "cancelled"]
+    },
+    "public.credential_member_role": {
+      "name": "credential_member_role",
+      "schema": "public",
+      "values": ["admin", "member"]
+    },
+    "public.credential_member_status": {
+      "name": "credential_member_status",
+      "schema": "public",
+      "values": ["active", "pending", "revoked"]
+    },
+    "public.credential_type": {
+      "name": "credential_type",
+      "schema": "public",
+      "values": ["oauth", "env_workspace", "env_personal", "service_account"]
+    },
+    "public.data_drain_cadence": {
+      "name": "data_drain_cadence",
+      "schema": "public",
+      "values": ["hourly", "daily"]
+    },
+    "public.data_drain_destination": {
+      "name": "data_drain_destination",
+      "schema": "public",
+      "values": ["s3", "gcs", "azure_blob", "datadog", "bigquery", "snowflake", "webhook"]
+    },
+    "public.data_drain_run_status": {
+      "name": "data_drain_run_status",
+      "schema": "public",
+      "values": ["running", "success", "failed"]
+    },
+    "public.data_drain_run_trigger": {
+      "name": "data_drain_run_trigger",
+      "schema": "public",
+      "values": ["cron", "manual"]
+    },
+    "public.data_drain_source": {
+      "name": "data_drain_source",
+      "schema": "public",
+      "values": ["workflow_logs", "job_logs", "audit_logs", "copilot_chats", "copilot_runs"]
+    },
+    "public.execution_large_value_reference_source": {
+      "name": "execution_large_value_reference_source",
+      "schema": "public",
+      "values": ["execution_log", "paused_snapshot"]
+    },
+    "public.invitation_kind": {
+      "name": "invitation_kind",
+      "schema": "public",
+      "values": ["organization", "workspace"]
+    },
+    "public.invitation_membership_intent": {
+      "name": "invitation_membership_intent",
+      "schema": "public",
+      "values": ["internal", "external"]
+    },
+    "public.invitation_status": {
+      "name": "invitation_status",
+      "schema": "public",
+      "values": ["pending", "accepted", "rejected", "cancelled", "expired"]
+    },
+    "public.permission_type": {
+      "name": "permission_type",
+      "schema": "public",
+      "values": ["admin", "write", "read"]
+    },
+    "public.usage_log_category": {
+      "name": "usage_log_category",
+      "schema": "public",
+      "values": ["model", "fixed", "tool"]
+    },
+    "public.usage_log_source": {
+      "name": "usage_log_source",
+      "schema": "public",
+      "values": [
+        "workflow",
+        "wand",
+        "copilot",
+        "workspace-chat",
+        "mcp_copilot",
+        "mothership_block",
+        "knowledge-base",
+        "voice-input",
+        "enrichment"
+      ]
+    },
+    "public.workspace_fork_promote_direction": {
+      "name": "workspace_fork_promote_direction",
+      "schema": "public",
+      "values": ["push", "pull"]
+    },
+    "public.workspace_fork_resource_type": {
+      "name": "workspace_fork_resource_type",
+      "schema": "public",
+      "values": [
+        "workflow",
+        "oauth_credential",
+        "service_account_credential",
+        "env_var",
+        "table",
+        "knowledge_base",
+        "knowledge_document",
+        "file",
+        "mcp_server",
+        "workflow_mcp_server",
+        "custom_tool",
+        "skill"
+      ]
+    },
+    "public.workspace_mode": {
+      "name": "workspace_mode",
+      "schema": "public",
+      "values": ["personal", "organization", "grandfathered_shared"]
+    }
+  },
+  "schemas": {},
+  "sequences": {},
+  "roles": {},
+  "policies": {},
+  "views": {},
+  "_meta": {
+    "columns": {},
+    "schemas": {},
+    "tables": {}
+  }
+}
diff --git a/packages/db/migrations/meta/_journal.json b/packages/db/migrations/meta/_journal.json
index d200a6d5801..1737c9d1f27 100644
--- a/packages/db/migrations/meta/_journal.json
+++ b/packages/db/migrations/meta/_journal.json
@@ -1891,6 +1891,13 @@
       "when": 1784960447583,
       "tag": "0270_table_mutation_locks",
       "breakpoints": true
+    },
+    {
+      "idx": 271,
+      "version": "7",
+      "when": 1785267088106,
+      "tag": "0271_usage_log_billing_period_cost_idx",
+      "breakpoints": true
     }
   ]
 }
diff --git a/packages/db/schema.ts b/packages/db/schema.ts
index 3ac2c174b0f..aa43a4bfa16 100644
--- a/packages/db/schema.ts
+++ b/packages/db/schema.ts
@@ -3309,6 +3309,34 @@ export const usageLog = pgTable(
         table.billingPeriodEnd
       )
       .where(sql`${table.billingEntityType} IS NOT NULL`),
+    /**
+     * Covering companion to `billingEntityPeriodIdx` — not a replacement. Carries
+     * `cost` so the billing-period aggregates resolve index-only rather than taking
+     * a heap fetch per matched row.
+     *
+     * `userId`/`createdAt` sit immediately after the shared equality prefix because
+     * the daily-refresh rollup filters on them and NOT on `billingPeriodEnd`;
+     * putting `billingPeriodEnd` in that slot would end the usable prefix at
+     * `billingPeriodStart` and leave that query scanning the whole period.
+     * `billingPeriodEnd` is functionally determined by `billingPeriodStart`, so it
+     * removes no rows and rides along as payload.
+     *
+     * `billingEntityPeriodIdx` is kept deliberately: with no high-cardinality key
+     * column it deduplicates to a fraction of this index's size, which keeps
+     * prefix-only bitmap scans cheap.
+     */
+    billingPeriodCostIdx: index('usage_log_billing_period_cost_idx')
+      .on(
+        table.billingEntityType,
+        table.billingEntityId,
+        table.billingPeriodStart,
+        table.userId,
+        table.createdAt,
+        table.billingPeriodEnd,
+        table.source,
+        table.cost
+      )
+      .where(sql`${table.billingEntityType} IS NOT NULL`),
     billingScopeAllOrNone: check(
       'usage_log_billing_scope_all_or_none',
       sql`(