{"slug":"business/session-ses_1716","title":"New session - 2026-06-03T17:52:22.339Z","section":"business","sectionLabel":"Business","status":"unclassified","type":"session-log","path":"business/session-ses_1716.mdx","bytes":100380,"description":null,"updated":null,"source":"integratewise/Integratewise-docs-wiki","content":"\n**Session ID:** ses_1716292bcffeCZ1fze4f0p8KaU\n**Created:** 6/3/2026, 11:22:22 PM\n**Updated:** 6/4/2026, 8:07:28 AM\n\n---\n\n## User\n\ntotal loc\n\n---\n\n## Assistant (Build · MiMo V2.5 Free · 15.6s)\n\n_Thinking:_\n\nThe user is asking about \"total loc\" which likely means they want to know the total lines of code in the project. I'll use a bash command to count lines of code in the repository.\n\n**Tool: bash**\n\n**Input:**\n\n```json\n{\n  \"command\": \"find /Users/nirmal/Github/integratewise-live -type f \\\\( -name \\\"*.ts\\\" -o -name \\\"*.tsx\\\" -o -name \\\"*.js\\\" -o -name \\\"*.jsx\\\" -o -name \\\"*.json\\\" -o -name \\\"*.md\\\" -o -name \\\"*.yaml\\\" -o -name \\\"*.yml\\\" -o -name \\\"*.toml\\\" -o -name \\\"*.html\\\" -o -name \\\"*.css\\\" \\\\) -not -path \\\"*/node_modules/*\\\" -not -path \\\"*/.git/*\\\" -not -path \\\"*/dist/*\\\" -not -path \\\"*/build/*\\\" | xargs wc -l 2>/dev/null | tail -1\",\n  \"description\": \"Count total lines of code in repository\"\n}\n```\n\n**Output:**\n\n```\n  133217 total\n\n```\n\n---\n\n## Assistant (Build · MiMo V2.5 Free · 4.1s)\n\n_Thinking:_\n\nThe user wants to know the total lines of code in the repository. I just ran a command that found all source files (TypeScript, JavaScript, JSON, Markdown, YAML, HTML, CSS) excluding node_modules, .git, dist, and build directories, and counted their lines. The result shows 133,217 total lines of code.\n\nI should present this information clearly and concisely to the user.\n\nThe repository contains **133,217 lines of code** across all source files (TypeScript, JavaScript, JSON, Markdown, YAML, HTML, CSS) in the integratewise-live project.\n\n---\n\n## User\n\nyoun are not goign through the code, code is differnt than the docs base\n\n---\n\n## Assistant (Build · MiMo V2.5 Free · 6.9s)\n\n_Thinking:_\n\nI need to explore the actual codebase structure to understand what files exist and their contents. Let me start by listing the directory structure and examining some key files.\n\n**Tool: bash**\n\n**Input:**\n\n```json\n{\n  \"command\": \"ls -la /Users/nirmal/Github/integratewise-live\",\n  \"description\": \"List root directory contents\"\n}\n```\n\n**Output:**\n\n```\ntotal 6416\ndrwxr-xr-x@ 86 nirmal  staff    2752 Jun  3 20:05 .\ndrwxr-xr-x  55 nirmal  staff    1760 Jun  4 00:51 ..\n-rw-r--r--@  1 nirmal  staff   28676 Jun  3 19:17 .DS_Store\n-rw-r--r--@  1 nirmal  staff    1057 Apr  8 14:28 .aider.chat.history.md\n-rw-r--r--@  1 nirmal  staff      35 Apr  8 14:28 .aider.input.history\ndrwxr-xr-x@  9 nirmal  staff     288 Apr 30 23:00 .aider.tags.cache.v4\ndrwxr-xr-x@  3 nirmal  staff      96 Mar 11 19:08 .claude\ndrwxr-xr-x@  8 nirmal  staff     256 Apr 10 14:33 .cursor\n-rw-r--r--@  1 nirmal  staff    3247 Jun  3 14:26 .cursorrules\n-rw-r--r--@  1 nirmal  staff     288 Jun  3 14:26 .editorconfig\n-rw-r--r--@  1 nirmal  staff    3426 Jun  3 08:21 .env\n-rw-r--r--@  1 nirmal  staff    3126 Jun  3 14:26 .env.example\n-rw-r--r--@  1 nirmal  staff     347 Jun  3 14:26 .envrc\ndrwxr-xr-x@ 19 nirmal  staff     608 Jun  3 23:09 .git\ndrwxr-xr-x@  9 nirmal  staff     288 Jun  3 15:44 .github\n-rw-r--r--@  1 nirmal  staff    1025 Jun  3 14:26 .gitignore\ndrwxr-xr-x@  3 nirmal  staff      96 Jun  3 19:32 .iw\ndrwxr-xr-x   8 nirmal  staff     256 Jun  1 17:35 .kimi\ndrwxr-xr-x   5 nirmal  staff     160 Jun  1 13:55 .kiro\ndrwxr-xr-x@  3 nirmal  staff      96 Apr 10 14:33 .logs\n-rw-r--r--@  1 nirmal  staff       3 Jun  3 14:26 .node-version\n-rw-r--r--@  1 nirmal  staff     369 Jun  3 14:26 .npmrc\ndrwxr-xr-x@  8 nirmal  staff     256 May 27 23:03 .opencode\ndrwxr-xr-x  26 nirmal  staff     832 Jun  3 14:26 .playwright-mcp\ndrwxr-xr-x@  3 nirmal  staff      96 Mar 10 16:59 .pnpm-home\ndrwxr-xr-x@  4 nirmal  staff     128 Jun  2 06:10 .pnpm-store\n-rw-r--r--@  1 nirmal  staff     150 Jun  3 14:26 .prettierignore\n-rw-r--r--@  1 nirmal  staff     107 Jun  3 14:26 .prettierrc\ndrwxr-xr-x   4 nirmal  staff     128 May 24 04:10 .turbo\ndrwxr-xr-x@  7 nirmal  staff     224 Jun  3 14:26 .vscode\n-rw-r--r--@  1 nirmal  staff     476 Jun  3 14:26 .warpindexingignore\ndrwxr-xr-x   5 nirmal  staff     160 Jun  1 13:55 .wrangler\n-rw-r--r--@  1 nirmal  staff   12735 Jun  3 15:44 AGENTS.md\n-rw-r--r--@  1 nirmal  staff   43785 Jun  3 14:26 AGENT_SESSION_NOTES.md\n-rw-r--r--@  1 nirmal  staff    3377 Jun  3 14:26 CHANGELOG.md\n-rw-r--r--@  1 nirmal  staff    9037 Jun  3 14:26 CLAUDE.md\n-rw-r--r--@  1 nirmal  staff    6980 Jun  3 15:44 ECOSYSTEM.md\n-rw-r--r--@  1 nirmal  staff    2046 Jun  3 14:26 MCP_QUICK_START.md\n-rw-r--r--@  1 nirmal  staff    6075 Jun  3 14:26 ONBOARDING_FIX_COMPLETE.md\n-rw-r--r--@  1 nirmal  staff   28451 Jun  3 15:44 README.md\n-rw-r--r--@  1 nirmal  staff  105412 Jun  3 14:26 REPOSITORY_TREE.txt\n-rw-r--r--@  1 nirmal  staff   40782 Jun  3 15:44 SERVICE_ARCHITECTURE_REPORT.md\ndrwxr-xr-x  15 nirmal  staff     480 Jun  3 14:26 Screenshots OnBoarding\ndrwxr-xr-x   4 nirmal  staff     128 Jun  2 19:34 _archived\ndrwxr-xr-x@  8 nirmal  staff     256 Jun  2 04:00 apps\n-rw-r--r--@  1 nirmal  staff    9217 Jun  3 14:26 command-center-attempt.png\n-rw-r--r--@  1 nirmal  staff    5943 Jun  3 14:26 command-center-preview.html\n-rw-r--r--@  1 nirmal  staff   67455 Jun  3 14:26 command-center-preview.png\ndrwxr-xr-x@  7 nirmal  staff     224 Jun  3 14:26 configs\n-rw-r--r--@  1 nirmal  staff   52271 Jun  3 14:26 cs-full-product-trial.html\n-rw-r--r--@  1 nirmal  staff  245359 Jun  3 14:26 current-app-state.png\n-rw-r--r--@  1 nirmal  staff     818 Apr 17 20:07 debug-storybook.log\ndrwxr-xr-x@ 33 nirmal  staff    1056 Jun  3 15:44 docs\n-rw-r--r--@  1 nirmal  staff    2064 Jun  3 14:26 doppler.yaml\n-rw-r--r--@  1 nirmal  staff   77346 Jun  3 14:26 integratewise-complete-mock.html\n-rw-r--r--@  1 nirmal  staff   12412 Jun  3 14:26 integratewise-shell-mockup-final.html\n-rw-r--r--@  1 nirmal  staff  182134 Jun  3 15:44 knowledgework_28d1.md\n-rw-r--r--@  1 nirmal  staff     379 Jun  3 14:26 lefthook.yml\ndrwxr-xr-x@  4 nirmal  staff     128 Apr 10 14:33 mcp\ndrwxr-xr-x@  5 nirmal  staff     160 Jun  3 14:26 migrations\n-rw-r--r--@  1 nirmal  staff    2867 Jun  3 14:26 mock_ui.html\ndrwxr-xr-x@  6 nirmal  staff     192 Jun  3 15:44 n8n-workflows\ndrwxr-xr-x  15 nirmal  staff     480 Jun  3 01:27 node_modules\n-rw-r--r--@  1 nirmal  staff    3706 Jun  3 20:28 package.json\ndrwxr-xr-x@ 23 nirmal  staff     736 Jun  2 20:15 packages\n-rw-r--r--@  1 nirmal  staff  781617 Jun  3 14:26 pnpm-lock.yaml\n-rw-r--r--@  1 nirmal  staff      85 Jun  3 14:26 pnpm-workspace.yaml\n-rw-r--r--@  1 nirmal  staff   17291 Jun  3 15:44 product-architecture.md\ndrwxr-xr-x@ 16 nirmal  staff     512 Jun  3 14:26 public\ndrwxr-xr-x@ 47 nirmal  staff    1504 Jun  3 18:55 scripts\ndrwxr-xr-x@ 28 nirmal  staff     896 Jun  2 05:08 services\n-rw-r--r--@  1 nirmal  staff  497435 Jun  3 22:17 session-ses_185a.md\n-rw-r--r--@  1 nirmal  staff  195298 Jun  3 15:44 session-ses_28d1.md\n-rw-r--r--@  1 nirmal  staff  198256 Jun  3 14:26 spine-pipeline-backend.patch\ndrwxr-xr-x@  7 nirmal  staff     224 Jun  3 14:26 supabase\n-rw-r--r--@  1 nirmal  staff     517 Jun  3 14:26 tsconfig.base.json\n-rw-r--r--@  1 nirmal  staff     693 Jun  3 14:26 tsconfig.json\n-rw-r--r--@  1 nirmal  staff     316 Mar 18 02:04 tsconfig.tsbuildinfo\n-rw-r--r--@  1 nirmal  staff     623 Jun  3 14:26 turbo.json\n-rw-r--r--@  1 nirmal  staff  194248 Jun  3 14:26 ui-surface-trial-full.png\n-rw-r--r--@  1 nirmal  staff  198989 Jun  3 14:26 ui-surface-trial-l2.png\n-rw-r--r--@  1 nirmal  staff   14069 Jun  3 14:26 ui-surface-trial.html\n-rw-r--r--@  1 nirmal  staff   97837 Jun  3 14:26 ui-surface-trial.png\ndrwxr-xr-x@ 18 nirmal  staff     576 Jun  3 15:44 v0-review\n-rw-r--r--@  1 nirmal  staff    3950 Jun  3 22:17 verify-pages.js\ndrwxr-xr-x@  3 nirmal  staff      96 Jun  3 14:26 vitest-stubs\n\n```\n\n---\n\n## Assistant (Build · MiMo V2.5 Free · 6.1s)\n\n_Thinking:_\n\nThe user wants me to go through the actual codebase structure. Let me explore the key directories to understand the real structure. I need to look at:\n\n1. The `services` directory (which should contain the Cloudflare Workers)\n2. The `packages` directory (which should contain shared packages)\n3. The `apps` directory (which might contain the frontend)\n\nLet me start by exploring these directories.\n\n**Tool: bash**\n\n**Input:**\n\n```json\n{\n  \"command\": \"ls -la /Users/nirmal/Github/integratewise-live/services\",\n  \"description\": \"List services directory\"\n}\n```\n\n**Output:**\n\n```\ntotal 32\ndrwxr-xr-x@ 28 nirmal  staff    896 Jun  2 05:08 .\ndrwxr-xr-x@ 86 nirmal  staff   2752 Jun  3 20:05 ..\n-rw-r--r--@  1 nirmal  staff  14340 Jun  3 01:17 .DS_Store\ndrwxr-xr-x@ 11 nirmal  staff    352 Jun  3 14:26 act\ndrwxr-xr-x@ 11 nirmal  staff    352 Jun  3 14:26 admin\ndrwxr-xr-x  11 nirmal  staff    352 Jun  3 15:44 agent-registry\ndrwxr-xr-x@ 13 nirmal  staff    416 Jun  3 17:14 billing\ndrwxr-xr-x@ 12 nirmal  staff    384 Jun  3 14:26 connector\ndrwxr-xr-x@  9 nirmal  staff    288 Jun  3 14:26 connector-sync\ndrwxr-xr-x  10 nirmal  staff    320 Jun  3 15:44 continuity\ndrwxr-xr-x@  9 nirmal  staff    288 Jun  3 14:26 folder-watcher\ndrwxr-xr-x@ 12 nirmal  staff    384 Jun  3 15:44 gateway\ndrwxr-xr-x@ 13 nirmal  staff    416 Jun  3 14:26 govern\ndrwxr-xr-x  11 nirmal  staff    352 Jun  3 14:26 hermes\ndrwxr-xr-x@ 13 nirmal  staff    416 Jun  3 15:44 intelligence\ndrwxr-xr-x@ 14 nirmal  staff    448 Jun  3 15:44 knowledge\ndrwxr-xr-x@  9 nirmal  staff    288 Jun  3 14:26 l2\ndrwxr-xr-x@ 15 nirmal  staff    480 Jun  3 14:26 loader\ndrwxr-xr-x@ 18 nirmal  staff    576 Jun  3 15:44 mcp-connector\ndrwxr-xr-x@ 13 nirmal  staff    416 Jun  3 14:26 normalizer\ndrwxr-xr-x@ 13 nirmal  staff    416 Jun  3 14:26 pipeline\ndrwxr-xr-x@ 12 nirmal  staff    384 Jun  3 14:26 spine-v2\ndrwxr-xr-x@ 11 nirmal  staff    352 Jun  3 14:26 store\ndrwxr-xr-x@  8 nirmal  staff    256 Jun  3 14:26 telemetry\ndrwxr-xr-x@ 12 nirmal  staff    384 Jun  3 14:26 tenants\ndrwxr-xr-x@ 14 nirmal  staff    448 Jun  3 17:14 think\ndrwxr-xr-x@ 11 nirmal  staff    352 Jun  3 14:26 webhook-ingress\ndrwxr-xr-x@ 14 nirmal  staff    448 Jun  3 14:26 workflow\n\n```\n\n---\n\n## Assistant (Build · MiMo V2.5 Free · 5.2s)\n\n_Thinking:_\n\nThe user wants to see the actual code structure. Let me check the services directory and packages directory more thoroughly.\n\n**Tool: bash**\n\n**Input:**\n\n```json\n{\n  \"command\": \"ls -la /Users/nirmal/Github/integratewise-live/packages\",\n  \"description\": \"List packages directory\"\n}\n```\n\n**Output:**\n\n```\ntotal 32\ndrwxr-xr-x@ 23 nirmal  staff    736 Jun  2 20:15 .\ndrwxr-xr-x@ 86 nirmal  staff   2752 Jun  3 20:05 ..\n-rw-r--r--@  1 nirmal  staff  12292 Jun  3 00:36 .DS_Store\ndrwxr-xr-x@ 10 nirmal  staff    320 Jun  3 14:26 accelerators\ndrwxr-xr-x@ 11 nirmal  staff    352 Jun  3 14:26 analytics\ndrwxr-xr-x@ 12 nirmal  staff    384 Jun  3 14:26 api\ndrwxr-xr-x@ 15 nirmal  staff    480 Jun  3 23:08 coda-pack\ndrwxr-xr-x@ 13 nirmal  staff    416 Jun  3 14:26 config\ndrwxr-xr-x@  9 nirmal  staff    288 Jun  3 14:26 connector-contracts\ndrwxr-xr-x@  7 nirmal  staff    224 Jun  3 14:26 connector-utils\ndrwxr-xr-x@ 14 nirmal  staff    448 Jun  3 14:26 connectors\ndrwxr-xr-x@  9 nirmal  staff    288 Jun  3 14:26 db\ndrwxr-xr-x@ 11 nirmal  staff    352 Jun  3 15:44 hermes-spine-memory\ndrwxr-xr-x@ 10 nirmal  staff    320 Jun  3 14:26 integratewise-mcp-tool-connector\ndrwxr-xr-x@  8 nirmal  staff    256 Jun  3 15:44 integration-tests\ndrwxr-xr-x@ 15 nirmal  staff    480 Jun  3 14:26 knowledge-bank-ui\ndrwxr-xr-x@ 10 nirmal  staff    320 Jun  3 14:26 lib\ndrwxr-xr-x@ 11 nirmal  staff    352 Jun  3 17:14 rbac\ndrwxr-xr-x@ 11 nirmal  staff    352 Jun  3 14:26 supabase\ndrwxr-xr-x@  8 nirmal  staff    256 Jun  3 14:26 tenancy\ndrwxr-xr-x@ 15 nirmal  staff    480 Jun  3 14:26 types\ndrwxr-xr-x@ 10 nirmal  staff    320 Jun  3 14:26 webhooks\ndrwxr-xr-x@  3 nirmal  staff     96 Mar 21 04:25 website\n\n```\n\n---\n\n## Assistant (Build · MiMo V2.5 Free · 6.2s)\n\n_Thinking:_\n\nThe user wants me to count the actual lines of code in the repository, not just rely on documentation. Let me examine the actual code files in the services and packages directories to get a more accurate count. I should focus on the TypeScript/JavaScript source files that are actually part of the codebase. Let me check the structure more carefully.\n\n**Tool: bash**\n\n**Input:**\n\n```json\n{\n  \"command\": \"find /Users/nirmal/Github/integratewise-live/services -name \\\"*.ts\\\" -o -name \\\"*.tsx\\\" -o -name \\\"*.js\\\" | head -20\",\n  \"description\": \"Find TypeScript/JavaScript files in services\"\n}\n```\n\n**Output:**\n\n```\n/Users/nirmal/Github/integratewise-live/services/continuity/src/types.ts\n/Users/nirmal/Github/integratewise-live/services/continuity/src/index.ts\n/Users/nirmal/Github/integratewise-live/services/continuity/src/supabase.ts\n/Users/nirmal/Github/integratewise-live/services/pipeline/src/pipeline.test.ts\n/Users/nirmal/Github/integratewise-live/services/pipeline/src/index.ts\n/Users/nirmal/Github/integratewise-live/services/think/vitest.config.ts\n/Users/nirmal/Github/integratewise-live/services/think/src/fusion.test.ts\n/Users/nirmal/Github/integratewise-live/services/think/src/context-to-truth.test.ts\n/Users/nirmal/Github/integratewise-live/services/think/src/continuity.ts\n/Users/nirmal/Github/integratewise-live/services/think/src/tenant-config.ts\n/Users/nirmal/Github/integratewise-live/services/think/src/index.test.ts\n/Users/nirmal/Github/integratewise-live/services/think/src/fusion.ts\n/Users/nirmal/Github/integratewise-live/services/think/src/cognitive-brain.ts\n/Users/nirmal/Github/integratewise-live/services/think/src/context.ts\n/Users/nirmal/Github/integratewise-live/services/think/src/engine.ts\n/Users/nirmal/Github/integratewise-live/services/think/src/narrative.ts\n/Users/nirmal/Github/integratewise-live/services/think/src/use-cases/billing.ts\n/Users/nirmal/Github/integratewise-live/services/think/src/actions.ts\n/Users/nirmal/Github/integratewise-live/services/think/src/twin-triggers.ts\n/Users/nirmal/Github/integratewise-live/services/think/src/semantic-lookup.ts\n\n```\n\n---\n\n## Assistant (Build · MiMo V2.5 Free · 8.1s)\n\n_Thinking:_\n\nThe user is right - I need to actually count the lines of code in the repository. Let me use a more accurate method that counts only actual source code files (TypeScript, JavaScript) and excludes configuration files, documentation, and other non-code files.\n\n**Tool: bash**\n\n**Input:**\n\n```json\n{\n  \"command\": \"find /Users/nirmal/Github/integratewise-live/services /Users/nirmal/Github/integratewise-live/packages /Users/nirmal/Github/integratewise-live/apps -name \\\"*.ts\\\" -o -name \\\"*.tsx\\\" -o -name \\\"*.js\\\" -o -name \\\"*.jsx\\\" | xargs wc -l 2>/dev/null | tail -1\",\n  \"description\": \"Count lines of code in services, packages, and apps\"\n}\n```\n\n**Output:**\n\n```\n  621235 total\n\n```\n\n---\n\n## Assistant (Build · MiMo V2.5 Free · 4.6s)\n\n_Thinking:_\n\nThe user is saying that the code is different from the documentation. Let me look at what's actually in the services and packages directories to understand the real structure. I should check if the architecture described in AGENTS.md matches what's actually in the codebase.\n\n**Tool: bash**\n\n**Input:**\n\n```json\n{\n  \"command\": \"ls -la /Users/nirmal/Github/integratewise-live/services/think\",\n  \"description\": \"Check think service structure\"\n}\n```\n\n**Output:**\n\n```\ntotal 336\ndrwxr-xr-x@ 14 nirmal  staff     448 Jun  3 17:14 .\ndrwxr-xr-x@ 28 nirmal  staff     896 Jun  2 05:08 ..\n-rw-r--r--@  1 nirmal  staff    6148 May 19 00:51 .DS_Store\n-rw-r--r--@  1 nirmal  staff     216 Mar 29 02:01 .dev.vars\n-rw-r--r--   1 nirmal  staff     379 May 29 16:56 .env.xiaomi\ndrwxr-xr-x@  4 nirmal  staff     128 Mar 18 11:33 .turbo\ndrwxr-xr-x@  4 nirmal  staff     128 Apr  5 14:12 .wrangler\ndrwxr-xr-x  12 nirmal  staff     384 Jun  1 18:08 node_modules\n-rw-r--r--@  1 nirmal  staff     691 Jun  3 14:26 package.json\ndrwxr-xr-x@ 19 nirmal  staff     608 Jun  3 15:44 src\n-rw-r--r--@  1 nirmal  staff     414 Jun  3 14:26 tsconfig.json\n-rw-r--r--@  1 nirmal  staff  137725 Jun  3 11:46 tsconfig.tsbuildinfo\n-rw-r--r--@  1 nirmal  staff     140 Jun  3 14:26 vitest.config.ts\n-rw-r--r--@  1 nirmal  staff    1994 Jun  3 14:26 wrangler.toml\n\n```\n\n---\n\n## Assistant (Build · MiMo V2.5 Free · 6.6s)\n\n_Thinking:_\n\nI need to count the lines of code more accurately. Let me check the services and packages directories more carefully. I should count only TypeScript and JavaScript files, excluding node_modules, dist, and build directories.\n\n**Tool: bash**\n\n**Input:**\n\n```json\n{\n  \"command\": \"find /Users/nirmal/Github/integratewise-live/services /Users/nirmal/Github/integratewise-live/packages /Users/nirmal/Github/integratewise-live/apps -type f \\\\( -name \\\"*.ts\\\" -o -name \\\"*.tsx\\\" -o -name \\\"*.js\\\" -o -name \\\"*.jsx\\\" \\\\) -not -path \\\"*/node_modules/*\\\" -not -path \\\"*/.git/*\\\" -not -path \\\"*/dist/*\\\" -not -path \\\"*/build/*\\\" | xargs wc -l 2>/dev/null | tail -1\",\n  \"description\": \"Count lines of code excluding node_modules, .git, dist, build\"\n}\n```\n\n**Output:**\n\n```\n  549422 total\n\n```\n\n---\n\n## Assistant (Build · MiMo V2.5 Free · 7.1s)\n\n_Thinking:_\n\nThe user is right - I need to actually count the lines of code in the repository, not just rely on the file counts. Let me get a more accurate count by looking at the actual source files. Let me also check if there are any compiled files or other artifacts that might be inflating the count.\n\n**Tool: bash**\n\n**Input:**\n\n```json\n{\n  \"command\": \"find /Users/nirmal/Github/integratewise-live/services /Users/nirmal/Github/integratewise-live/packages /Users/nirmal/Github/integratewise-live/apps -type f \\\\( -name \\\"*.ts\\\" -o -name \\\"*.tsx\\\" -o -name \\\"*.js\\\" -o -name \\\"*.jsx\\\" \\\\) -not -path \\\"*/node_modules/*\\\" -not -path \\\"*/.git/*\\\" -not -path \\\"*/dist/*\\\" -not -path \\\"*/build/*\\\" -not -name \\\"*.test.*\\\" -not -name \\\"*.spec.*\\\" | xargs wc -l 2>/dev/null | tail -1\",\n  \"description\": \"Count production code lines only\"\n}\n```\n\n**Output:**\n\n```\n  541294 total\n\n```\n\n---\n\n## Assistant (Build · MiMo V2.5 Free · 5.6s)\n\n_Thinking:_\n\nThe user is right - I need to actually count the lines of code in the repository, not just rely on the file counts. Let me get a more accurate count by looking at the actual source files. Let me also check if there are any compiled files or other artifacts that might be inflating the count.\n\n**Tool: bash**\n\n**Input:**\n\n```json\n{\n  \"command\": \"find /Users/nirmal/Github/integratewise-live/services /Users/nirmal/Github/integratewise-live/packages /Users/nirmal/Github/integratewise-live/apps -type f \\\\( -name \\\"*.ts\\\" -o -name \\\"*.tsx\\\" -o -name \\\"*.js\\\" -o -name \\\"*.jsx\\\" \\\\) -not -path \\\"*/node_modules/*\\\" -not -path \\\"*/.git/*\\\" -not -path \\\"*/dist/*\\\" -not -path \\\"*/build/*\\\" | wc -l\",\n  \"description\": \"Count number of source files\"\n}\n```\n\n**Output:**\n\n```\n    1197\n\n```\n\n---\n\n## Assistant (Build · MiMo V2.5 Free · 7.6s)\n\n_Thinking:_\n\nLet me break this down by service and package to give a more useful summary.\n\n**Tool: bash**\n\n**Input:**\n\n```json\n{\n  \"command\": \"echo \\\"=== SERVICES ===\\\" && for d in /Users/nirmal/Github/integratewise-live/services/*/; do name=$(basename \\\"$d\\\"); count=$(find \\\"$d\\\" -type f \\\\( -name \\\"*.ts\\\" -o -name \\\"*.tsx\\\" -o -name \\\"*.js\\\" \\\\) -not -path \\\"*/node_modules/*\\\" -not -path \\\"*/dist/*\\\" | xargs wc -l 2>/dev/null | tail -1 | awk '{print $1}'); [ -n \\\"$count\\\" ] && [ \\\"$count\\\" != \\\"0\\\" ] && printf \\\"%-25s %s\\\\n\\\" \\\"$name\\\" \\\"$count\\\"; done | sort -t' ' -k2 -rn\",\n  \"description\": \"Lines of code per service\"\n}\n```\n\n**Output:**\n\n```\n=== SERVICES ===\nmcp-connector             143082\nworkflow                  47935\nknowledge                 47299\nspine-v2                  21148\nadmin                     12831\nthink                     9932\nloader                    8368\nwebhook-ingress           5111\ngovern                    4799\nnormalizer                4285\nbilling                   4185\nintelligence              3982\ntenants                   3593\ngateway                   3272\npipeline                  2282\nconnector                 2213\nhermes                    1992\ncontinuity                1310\nconnector-sync            825\nl2                        722\nact                       686\nagent-registry            528\nstore                     521\nfolder-watcher            134\ntelemetry                 79\n\n```\n\n**Tool: bash**\n\n**Input:**\n\n```json\n{\n  \"command\": \"echo \\\"=== PACKAGES ===\\\" && for d in /Users/nirmal/Github/integratewise-live/packages/*/; do name=$(basename \\\"$d\\\"); count=$(find \\\"$d\\\" -type f \\\\( -name \\\"*.ts\\\" -o -name \\\"*.tsx\\\" -o -name \\\"*.js\\\" \\\\) -not -path \\\"*/node_modules/*\\\" -not -path \\\"*/dist/*\\\" | xargs wc -l 2>/dev/null | tail -1 | awk '{print $1}'); [ -n \\\"$count\\\" ] && [ \\\"$count\\\" != \\\"0\\\" ] && printf \\\"%-35s %s\\\\n\\\" \\\"$name\\\" \\\"$count\\\"; done | sort -t' ' -k2 -rn\",\n  \"description\": \"Lines of code per package\"\n}\n```\n\n**Output:**\n\n```\n=== PACKAGES ===\nconnectors                          27833\ntypes                               13117\nlib                                 5331\ncoda-pack                           2198\ntenancy                             1898\napi                                 1627\nintegration-tests                   1457\naccelerators                        1419\nknowledge-bank-ui                   1169\nsupabase                            1161\nrbac                                1110\nanalytics                           985\nhermes-spine-memory                 959\nwebhooks                            921\nintegratewise-mcp-tool-connector    519\nconnector-utils                     347\ndb                                  178\nconnector-contracts                 148\nconfig                              45\n\n```\n\n**Tool: bash**\n\n**Input:**\n\n```json\n{\n  \"command\": \"echo \\\"=== APPS ===\\\" && for d in /Users/nirmal/Github/integratewise-live/apps/*/; do name=$(basename \\\"$d\\\"); count=$(find \\\"$d\\\" -type f \\\\( -name \\\"*.ts\\\" -o -name \\\"*.tsx\\\" -o -name \\\"*.js\\\" \\\\) -not -path \\\"*/node_modules/*\\\" -not -path \\\"*/dist/*\\\" | xargs wc -l 2>/dev/null | tail -1 | awk '{print $1}'); [ -n \\\"$count\\\" ] && [ \\\"$count\\\" != \\\"0\\\" ] && printf \\\"%-25s %s\\\\n\\\" \\\"$name\\\" \\\"$count\\\"; done | sort -t' ' -k2 -rn\",\n  \"description\": \"Lines of code per app\"\n}\n```\n\n**Output:**\n\n```\n=== APPS ===\nweb                       141687\naccount-success-mock      22186\ndesktop                   137\nmobile                    132\nlocal-monitor             119\n\n```\n\n---\n\n## Assistant (Build · MiMo V2.5 Free · 6.8s)\n\n_Thinking:_\n\nThe user is asking about total lines of code, but they mentioned that the code is different from the documentation. Let me provide them with the actual breakdown of the codebase.\n\n**Tool: bash**\n\n**Input:**\n\n```json\n{\n  \"command\": \"echo \\\"=== TOTAL LINES OF CODE ===\\\" && echo \\\"Services:  $(find /Users/nirmal/Github/integratewise-live/services -type f \\\\( -name '*.ts' -o -name '*.tsx' -o -name '*.js' \\\\) -not -path '*/node_modules/*' -not -path '*/dist/*' | xargs wc -l 2>/dev/null | tail -1 | awk '{print $1}')\\\" && echo \\\"Packages:  $(find /Users/nirmal/Github/integratewise-live/packages -type f \\\\( -name '*.ts' -o -name '*.tsx' -o -name '*.js' \\\\) -not -path '*/node_modules/*' -not -path '*/dist/*' | xargs wc -l 2>/dev/null | tail -1 | awk '{print $1}')\\\" && echo \\\"Apps:      $(find /Users/nirmal/Github/integratewise-live/apps -type f \\\\( -name '*.ts' -o -name '*.tsx' -o -name '*.js' \\\\) -not -path '*/node_modules/*' -not -path '*/dist/*' | xargs wc -l 2>/dev/null | tail -1 | awk '{print $1}')\\\"\",\n  \"description\": \"Summarize total LOC by area\"\n}\n```\n\n**Output:**\n\n```\n=== TOTAL LINES OF CODE ===\nServices:  331114\nPackages:  62422\nApps:      164261\n\n```\n\n---\n\n## Assistant (Build · MiMo V2.5 Free · 6.9s)\n\n_Thinking:_\n\nThe user wants the total lines of code. Let me add these up and give a clean summary.\n\n**549,422 lines** of TS/JS across 1,197 source files.\n\n| Area              | LOC     |\n| ----------------- | ------- |\n| **Services** (25) | 331,114 |\n| **Packages** (21) | 62,422  |\n| **Apps** (5)      | 164,261 |\n\n**Top 10 by size:**\n\n| Component            | LOC     |\n| -------------------- | ------- |\n| mcp-connector        | 143,082 |\n| apps/web             | 141,687 |\n| workflow             | 47,935  |\n| knowledge            | 47,299  |\n| connectors (pkg)     | 27,833  |\n| account-success-mock | 22,186  |\n| spine-v2             | 21,148  |\n| admin                | 12,831  |\n| types (pkg)          | 13,117  |\n| think                | 9,932   |\n\n---\n\n## User\n\ni did not ask the lines of code but from the code obtain the whole connectiity and derive the system i said\n\n---\n\n## Assistant (Build · MiMo V2.5 Free · 179.1s)\n\n_Thinking:_\n\nThe user is asking me to analyze the actual codebase to understand the system connectivity and derive the architecture from the code itself, rather than relying on documentation. They want me to look at how services connect to each other, what APIs they expose, how data flows, etc.\n\nLet me explore the codebase systematically to understand:\n\n1. Service entry points and their routes/exports\n2. How services communicate with each other\n3. Database connections and data flow\n4. Queue/message patterns\n5. External API integrations\n6. Authentication patterns\n\nI should focus on:\n\n- Service entry points (index.ts files)\n- Route definitions\n- Queue producers/consumers\n- Database queries\n- Import patterns showing inter-service communication\n- Configuration files (wrangler.toml for bindings)\n\nLet me start by examining key service entry points and their configurations.\n\nI'll analyze the actual codebase to derive the real system connectivity. Let me trace the architecture from the code itself.\n\n**Tool: task**\n\n**Input:**\n\n```json\n{\n  \"description\": \"Analyze service entry points\",\n  \"prompt\": \"Analyze the integratewise-live codebase to understand the real system connectivity. \\n\\n1. First, read the wrangler.toml files for each service to understand bindings (KV, D1, Queues, Durable Objects, etc.)\\n2. Read the main index.ts entry points for each service to understand route handlers and exports\\n3. Trace how services communicate - look for fetch calls, queue producers/consumers, shared imports\\n\\nFocus on these key services first:\\n- services/pipeline/wrangler.toml and src/index.ts\\n- services/connector/wrangler.toml and src/index.ts  \\n- services/intelligence/wrangler.toml and src/index.ts\\n- services/gateway/wrangler.toml and src/index.ts\\n- services/think/wrangler.toml and src/index.ts\\n- services/mcp-connector/wrangler.toml and src/index.ts\\n\\nFor each service, report:\\n- What bindings it has (KV, D1, Queues, AI, Durable Objects)\\n- What routes/handlers it exposes\\n- What other services it calls or is called by\\n- What queues it produces to or consumes from\\n- What databases it reads/writes\\n\\nReturn a structured summary of findings.\",\n  \"subagent_type\": \"explore\"\n}\n```\n\n**Output:**\n\n```\ntask_id: ses_16f84fdbcffeDt2tDVhb3ascbs (for resuming to continue this task if needed)\n\n<task_result>\nNow I have all the data needed to compile a comprehensive structured summary. Here is the full analysis:\n\n---\n\n## IntegrateWise Live -- System Connectivity Analysis\n\n### 1. SERVICE: `pipeline` (services/pipeline)\n\n**Worker name:** `pipeline` (dev) / `pipeline-prod` (prod)\n**File:** `/Users/nirmal/Github/integratewise-live/services/pipeline/wrangler.toml`\n**Entry:** `/Users/nirmal/Github/integratewise-live/services/pipeline/src/index.ts`\n\n**Consolidation:** Merges `normalizer` + `spine-v2` into one worker. This is the ONLY service with Supabase write credentials for the Spine.\n\n**Bindings:**\n| Type | Binding Name | Details |\n|------|-------------|---------|\n| D1 | `CACHE_DB` | `integratewise-spine-cache` (ed1f534a...) -- Edge Spine SSOT cache |\n| KV | `CACHE` | Hot entity cache (18aa20df...), TTL 300s |\n| KV | `SIGNAL_CACHE` | Signal cache (747166a3...) |\n| KV | `METRICS` | Metrics (e80ee409...) |\n| KV | `SCHEMA_CACHE` | Same ID as CACHE (18aa20df...) |\n| AI Search | `AI_SEARCH` | Namespace: `default` -- Continuity Ledger |\n| Queue Consumer | `pipeline-process` | Batch size 10, timeout 30s |\n| Queue Consumer | `accelerator-trigger` | Batch size 10, timeout 30s |\n| Queue Producer | `PIPELINE_QUEUE` -> `pipeline-process` | Self-loop |\n| Queue Producer | `KNOWLEDGE_QUEUE` -> `knowledge-ingest` | |\n| Queue Producer | `ACCELERATOR_QUEUE` -> `accelerator-trigger` | |\n| Queue Producer | `INTELLIGENCE_QUEUE` -> `intelligence-events` | |\n| Queue Producer | `DLQ_QUEUE` -> `ops-dlq` | |\n| Queue Producer | `SIGNAL_QUEUE` -> `signals` | |\n| Service | `SPINE` -> `pipeline` | Self-reference |\n| Service | `BFF` -> `integratewise-bff` | |\n| Service | `KNOWLEDGE` -> `integratewise-knowledge` | |\n| Service | `MCP` -> `integratewise-mcp-connector` | |\n| Service | `INTELLIGENCE` -> `integratewise-intelligence` | |\n\n**Routes exposed:**\n- `/health`\n- `/api/v1/pipeline/spine/*` -- Spine entity CRUD\n- `/api/v1/cognitive/spine/entities` -- Spine entity queries\n- `/v1/spine/entities` -- Spine entity list\n- `/v1/spine/signal` -- Signal write endpoint\n- `/api/v1/db-proxy` -- Database proxy for other services\n- `/v1/memory/write` -- Memory write-through to Supabase + D1 mirror\n\n**Imports (code-level consolidation):**\n- `import normalizerWorker from \"../../normalizer/src/index\"` -- Normalizer code compiled into this worker\n- `import spineWorker from \"../../spine-v2/src/index\"` -- Spine code compiled into this worker\n\n**Database access:**\n- **D1 READ/WRITE:** `entity_cache`, `signal_cache`, `cross_data`, `decide_data`, `build_data`, `grow_data`, `run_data`, `entity360_cache`, `conversational_memory`, `org_memory`, `personal_memory`, `triage_results`, `document_chunks`, `search_history`, `session_containers`, `session_events`, `continuity_checkpoints`, `chunking_config`, `governance_data`\n- **Supabase READ/WRITE:** `spine_schema_registry`, all canonical memory tables (via `createClient` with service role key)\n- **KV READ/WRITE:** Entity cache (`entity:{tenant}:{type}:{id}`), Signal cache (`signal:{tenant}:{id}`)\n\n---\n\n### 2. SERVICE: `connector` (services/connector)\n\n**Worker name:** `integratewise-connector` (dev) / `integratewise-connector-prod` (prod)\n**File:** `/Users/nirmal/Github/integratewise-live/services/connector/wrangler.toml`\n**Entry:** `/Users/nirmal/Github/integratewise-live/services/connector/src/index.ts`\n\n**Consolidation:** Merges `loader` + `mcp-connector` + `store` into one worker.\n\n**Bindings:**\n| Type | Binding Name | Details |\n|------|-------------|---------|\n| D1 | `EDGE_DB` | `integratewise-spine-cache` (ed1f534a...) -- shared DB |\n| KV | `MCP_IDEMPOTENCY` | MCP idempotency (16510bf2...) |\n| KV | `CONNECTOR_STATUS` | Shared connector status (f7a3d773...) |\n| R2 | `FILES` | `integratewise-files-prod` |\n| Queue Producer | `PIPELINE_QUEUE` -> `pipeline-process` | |\n| Queue Producer | `KNOWLEDGE_QUEUE` -> `knowledge-ingest` | |\n| Service | `MCP` -> `integratewise-mcp-connector` | |\n| Service | `KNOWLEDGE` -> `integratewise-knowledge` | |\n| Service | `CONNECTOR_SYNC` -> `integratewise-connector-sync` | |\n| Secrets | `SUPABASE_URL`, `SUPABASE_SERVICE_ROLE_KEY`, `DATABASE_URL`, `TOKEN_ENCRYPTION_KEY`, `GITHUB_TOKEN`, `OPENAI_API_KEY`, `GOOGLE_API_KEY`, `VERCEL_TOKEN`, `XAI_API_KEY`, `OPENROUTER_API_KEY`, `OPENCODE_API_KEY` | Via Cloudflare Secrets Store |\n\n**Routes exposed:**\n- `/health` and `/` -- Health check\n- `/api/v1/connector/*` -- MCP tool server, connector catalog, sync, OAuth, execute\n- `/api/v1/loader/*` -- Rewritten to `/internal/*` (Loader routes)\n- `/nango/webhook` -- Nango webhook receiver\n- `/tools/*`, `/invoke`, `/sessions/*`, `/config/*`, `/v1/mcp/*` -- MCP tool server\n- `/files/*`, `/upload/*` -- File storage (Store)\n- `/api/v1/connector/execute` -- Action write-back (POST)\n- Cron: `scheduled()` triggers loader's 5-minute connector polling\n\n**Imports (code-level consolidation):**\n- `import loaderWorker from \"../../loader/src/index\"` -- Loader code compiled in\n- `import mcpApp from \"../../mcp-connector/src/index\"` -- MCP connector compiled in\n- `import storeApp from \"../../store/src/index\"` -- Store compiled in\n\n**Inter-service calls:**\n- Calls `env.PIPELINE_QUEUE.send(...)` to push action results back into the pipeline\n- Calls `loaderWorker.fetch(...)` for loader routes\n- Calls `mcpApp.fetch(...)` for MCP routes\n- Calls `storeApp.fetch(...)` for file routes\n\n---\n\n### 3. SERVICE: `intelligence` (services/intelligence)\n\n**Worker name:** `intelligence` (dev) / `intelligence-prod` (prod)\n**File:** `/Users/nirmal/Github/integratewise-live/services/intelligence/wrangler.toml`\n**Entry:** `/Users/nirmal/Github/integratewise-live/services/intelligence/src/index.ts`\n\n**Consolidation:** Merges `think` + `act` + `govern` + `agents` + `cognitive-brain` into one worker.\n\n**Bindings:**\n| Type | Binding Name | Details |\n|------|-------------|---------|\n| D1 | `D1` | `integratewise-spine-cache` (ed1f534a...) |\n| Vectorize | `VECTOR_INDEX` | `intelligence-embeddings` |\n| AI | `AI` | Workers AI binding |\n| AI Search | `AI_SEARCH` | Namespace: `78ab8312-64c9-4a95-a556-3e69e8e64008` |\n| Queue Consumer | `intelligence-events` | Batch size 10 |\n| Queue Consumer | `intelligence-act` | Batch size 10 |\n| Queue Consumer | `ops-dlq` | Batch size 10 |\n| Queue Consumer | `signals` | Batch size 10 |\n| Queue Producer | `PIPELINE_QUEUE` -> `pipeline-process` | |\n| Queue Producer | `OPS_DLQ_QUEUE` -> `ops-dlq` | |\n| Workflow | `TRIAGE_WORKFLOW` -> `TriageWorkflow` | Cloudflare Durable Workflow |\n| Service | `CONNECTOR` -> `integratewise-connector` | |\n| Service | `WORKFLOW` -> `integratewise-bff` | |\n| Service | `KNOWLEDGE` -> `integratewise-knowledge` | |\n| Service | `PIPELINE` -> `integratewise-pipeline` | |\n| Service | `GOVERN` -> `intelligence` (self) | |\n| Secrets | `GITHUB_TOKEN`, `OPENAI_API_KEY`, `GOOGLE_API_KEY`, `XAI_API_KEY`, `OPENROUTER_API_KEY`, `OPENCODE_API_KEY` | |\n\n**Routes exposed:**\n- `/health`\n- `/act/*` -- Action execution (routed to `actApp`)\n- `/policies/*`, `/approve/*`, `/audit/*`, `/govern/*`, `/v1/proposals/*` -- Governance (routed to `governApp`)\n- `/v1/memory/*` -- Memory reads/writes (personal, conversational, org, episodes, learnings, proposals, stats)\n- `/v1/ops/*` -- Ops sync status, metrics\n- `/v1/swarm/*` -- Bulk data cleanup\n- `/v1/triage/*` -- Autonomous triage workflow submission\n- `/v1/knowledge/*` -- Knowledge reads (org memory, signals)\n- `/colony/*`, `/agents/*` -- Agent colony (routed to `agentsApp`)\n- `/v1/cognitive/*`, `/v1/brainstorm`, `/v1/decisions/*`, `/v1/trust/*`, `/v1/simulation/*`, `/v1/drift/*`, `/v1/twin/*`, `/v1/insights/*` -- Cognitive brain routes\n- `/v1/memory/evolution` -- Evolutionary memory ingestion\n- `/v1/memory/kanban-snapshot` -- Kanban state capture\n\n**Imports (code-level consolidation):**\n- `import thinkWorker from \"../../think/src/index\"` -- Think code compiled in\n- `import cognitiveBrain from \"../../think/src/cognitive-brain\"` -- Cognitive brain\n- `import actApp from \"../../act/src/index\"` -- Act code compiled in\n- `import governApp from \"../../govern/src/index\"` -- Govern code compiled in\n\n**Queue processing:**\n- `signals` queue: Analyzes signals, runs TypeScript SignalAnalyzer, creates governed proposals, routes to HITL\n- `intelligence-events` queue: Delegates to `thinkWorker.queue()`\n- `intelligence-act` queue: Routes to `actApp` for approved action execution\n- `ops-dlq` queue: Routes to `governApp` for governance review\n\n**Inter-service calls:**\n- `env.PIPELINE.fetch(\"http://pipeline/v1/spine/signal\", ...)` -- Stores signals in Spine via Pipeline\n- `env.WORKFLOW.fetch(\"http://workflow/hitl/create\", ...)` -- Registers HITL via BFF\n- `governApp.fetch(...)` -- Internal governance calls (proposals, policy checks)\n- `actApp.fetch(...)` -- Internal action execution\n\n---\n\n### 4. SERVICE: `gateway` (services/gateway)\n\n**Worker name:** `gateway` (dev) / `gateway-prod` (prod)\n**File:** `/Users/nirmal/Github/integratewise-live/services/gateway/wrangler.toml`\n**Entry:** `/Users/nirmal/Github/integratewise-live/services/gateway/src/index.ts`\n\n**Role:** SINGLE ENTRY POINT for ALL external requests. JWT validation, tenant isolation, rate limiting, CORS, webhook signature verification.\n\n**Bindings:**\n| Type | Binding Name | Details |\n|------|-------------|---------|\n| AI | `AI` | Workers AI binding |\n| KV | `RATE_LIMITS` | Rate limiting (8f61d841...) |\n| KV | `SESSIONS` | Session cache (508ba759...) |\n| KV | `CONNECTOR_STATUS` | Shared (f7a3d773...) |\n| KV | `SIGNAL_CACHE` | Shared (747166a3...) |\n| KV | `METRICS` | Shared (e80ee409...) |\n| KV | `OAUTH_STATE_KV` | OAuth state (d610b2da...) |\n| Service | `PIPELINE` -> `pipeline-dev` | |\n| Service | `INTELLIGENCE` -> `intelligence-dev` | |\n| Service | `CONNECTOR` -> `integratewise-connector` | |\n| Service | `CONNECTOR_SYNC` -> `integratewise-connector-sync` | |\n| Service | `KNOWLEDGE` -> `integratewise-knowledge` | |\n| Service | `BFF` -> `integratewise-bff` | |\n| Service | `L2` -> `integratewise-l2` | |\n| Service | `WEBHOOK_INGRESS` -> `integratewise-webhook-ingress` | |\n| Service | `FOLDER_WATCHER` -> `integratewise-folder-watcher` | |\n| Secrets | 30+ OAuth client secrets, webhook secrets | HubSpot, Salesforce, GitHub, Stripe, Razorpay, Slack, Notion, Asana, Linear, Jira, Zendesk, Intercom, Zoho |\n\n**Routes exposed:**\n- `/health` -- Health check\n- `/health/ready` -- Probes all downstream services\n- `/metrics/signals` -- Signal metrics dashboard\n- `auth.integratewise.*` -- OAuth Authorization Server (well-known, JWKS, authorize, token)\n- `mcp.integratewise.*` -- Protected Resource Server (MCP with JWT verification)\n\n**Route table (Gateway -> downstream):**\n| Path Prefix | Target |\n|-------------|--------|\n| `/api/v1/billing` | INTERNAL_BILLING (billing service) |\n| `/api/v1/tenants` | INTERNAL_TENANTS (tenants service) |\n| `/api/v1/support` | INTERNAL_SUPPORT |\n| `/api/v1/analytics` | BFF |\n| `/api/v1/agents` | INTELLIGENCE |\n| `/api/v1/connectors` | CONNECTOR |\n| `/api/v1/connector` | CONNECTOR |\n| `/api/v1/loader` | CONNECTOR |\n| `/api/v1/pipeline` | PIPELINE |\n| `/api/v1/intelligence` | INTELLIGENCE |\n| `/api/v1/cognitive/spine` | PIPELINE |\n| `/api/v1/cognitive/entity360` | PIPELINE |\n| `/api/v1/entity360` | PIPELINE |\n| `/api/v1/identity` | PIPELINE |\n| `/api/v1/cognitive/evidence` | BFF |\n| `/api/v1/cognitive/memories` | KNOWLEDGE |\n| `/api/v1/cognitive/signals` | INTELLIGENCE |\n| `/api/v1/cognitive/think` | INTELLIGENCE |\n| `/api/v1/cognitive/act` | INTELLIGENCE |\n| `/api/v1/cognitive/govern` | INTELLIGENCE |\n| `/api/v1/cognitive/context-to-truth` | INTELLIGENCE |\n| `/api/v1/cognitive/hitl` | BFF |\n| `/api/v1/brainstorm` | INTELLIGENCE |\n| `/api/v1/knowledge` | KNOWLEDGE |\n| `/api/v1/workspace` | BFF |\n| `/api/v1/cognitive/twin` | INTELLIGENCE |\n| `/api/v1/cognitive/insights` | INTELLIGENCE |\n| `/api/v1/cognitive/audit` | BFF |\n| `/api/v1/cognitive/agents` | INTELLIGENCE |\n| `/api/v1/cognitive/memory` | KNOWLEDGE |\n| `/api/v1/cognitive/truth` | KNOWLEDGE |\n| `/api/v1/cognitive/projects` | KNOWLEDGE |\n| `/api/v1/cognitive/status` | KNOWLEDGE |\n| `/api/v1/l2` | L2 |\n| `/ws`, `/sse`, `/stream` | BFF |\n| `/admin` | INTERNAL_ADMIN (embedded) |\n| `/oauth` | INTERNAL_TENANTS (embedded) |\n| `/webhooks/*` | WEBHOOK_INGRESS |\n\n**Embedded services (compiled in):**\n- `import adminApp from \"../../admin/src/index\"`\n- `import billingApp from \"../../billing/src/index\"`\n- `import tenantsApp from \"../../tenants/src/index\"`\n\n---\n\n### 5. SERVICE: `knowledge` (services/knowledge)\n\n**Worker name:** `integratewise-knowledge` (dev) / `integratewise-knowledge-prod` (prod)\n**File:** `/Users/nirmal/Github/integratewise-live/services/knowledge/wrangler.toml`\n\n**Bindings:**\n| Type | Binding Name | Details |\n|------|-------------|---------|\n| D1 | `DB` | `integratewise-spine-cache` (ed1f534a...) |\n| R2 | `FILES` | `integratewise-files-prod` |\n| KV | `STATE` | Consolidator state (d546c00b...) |\n| AI | `AI` | Workers AI |\n| Vectorize | `VECTORIZE_INDEX` | `intelligence-embeddings` |\n| Durable Object | `CONSOLIDATOR` | `MemoryConsolidator` class |\n| Queue Consumer | `knowledge-ingest` | Batch size 10 |\n| Queue Consumer | `memory-consolidation-tasks` | Batch size 5 |\n| Queue Producer | `TASKS_QUEUE` -> `memory-consolidation-tasks` | |\n| Service | `MCP` -> `integratewise-mcp-connector` | |\n| Service | `PIPELINE` -> `integratewise-pipeline` | |\n| Service | `THINK` -> `integratewise-intelligence` | |\n| Service | `IQ_HUB` -> `integratewise-knowledge` (self) | |\n\n---\n\n### 6. SERVICE: `connector-sync` (services/connector-sync)\n\n**Worker name:** `integratewise-connector-sync`\n**File:** `/Users/nirmal/Github/integratewise-live/services/connector-sync/wrangler.toml`\n\n**Bindings:**\n| Type | Binding Name | Details |\n|------|-------------|---------|\n| KV | `CONNECTOR_STATUS` | Shared (f7a3d773...) |\n| Queue Consumer | `connector-sync` | Batch size 10 |\n| Queue Producer | `SYNC_QUEUE` -> `connector-sync` | Self-loop |\n| Service | `CONNECTOR` -> `integratewise-connector` | |\n\n---\n\n### 7. SERVICE: `webhook-ingress` (services/webhook-ingress)\n\n**Worker name:** `integratewise-webhook-ingress`\n**File:** `/Users/nirmal/Github/integratewise-live/services/webhook-ingress/wrangler.toml`\n\n**Bindings:**\n| Type | Binding Name | Details |\n|------|-------------|---------|\n| KV | `CONNECTOR_STATUS` | Shared (f7a3d773...) |\n| Queue Producer | `PIPELINE_QUEUE` -> `pipeline-process` | |\n| Service | `MCP` -> `integratewise-mcp-connector` | |\n| Service | `BFF` -> `integratewise-bff` | |\n| Service | `CONNECTOR` -> `integratewise-connector` | |\n| Service | `FOLDER_WATCHER` -> `integratewise-folder-watcher` | |\n| Custom Domain | `ingress.integratewise.ai` | |\n\n---\n\n### 8. SERVICE: `continuity` (services/continuity)\n\n**Worker name:** `integratewise-continuity`\n**File:** `/Users/nirmal/Github/integratewise-live/services/continuity/wrangler.toml`\n\n**Bindings:**\n| Type | Binding Name | Details |\n|------|-------------|---------|\n| D1 | `DB` | `integratewise-spine-cache` (ed1f534a...) |\n| Queue Producer | `TASKS_QUEUE` -> `continuity-triage` | |\n| Cron | `0 */6 * * *` | TTL cleanup every 6 hours |\n| Service | `KNOWLEDGE` -> `integratewise-knowledge` | |\n| Service | `MCP_CONNECTOR` -> `integratewise-mcp-connector` | |\n| Service | `PIPELINE` -> `integratewise-pipeline` | |\n\n---\n\n## GLOBAL CONNECTIVITY MAP\n\n### Shared Cloudflare Resources (All Services)\n\n| Resource | Binding Name | ID | Used By |\n|----------|-------------|-----|---------|\n| **D1 Database** | `integratewise-spine-cache` | `ed1f534a-df1e-4783-8a74-8d6d70d067ff` | pipeline, connector, intelligence, knowledge, continuity, webhook-ingress, mcp-connector, govern |\n| **KV: CACHE** | Hot entity cache | `18aa20dfeb304f0ba592d9070964dd31` | pipeline |\n| **KV: SIGNAL_CACHE** | Signal cache | `747166a3165444d1a9c9c8c54abbd93a` | pipeline, gateway, normalizer |\n| **KV: METRICS** | Metrics | `e80ee409f5be4bf8a9556c0917c113e2` | pipeline, gateway, normalizer |\n| **KV: CONNECTOR_STATUS** | Shared connector status | `f7a3d773ff2841f7954d3cfeae82594f` | connector, connector-sync, webhook-ingress, gateway |\n| **KV: MCP_IDEMPOTENCY** | MCP idempotency | `16510bf2287a45d8b24163ddafd3d302` | connector, mcp-connector |\n| **KV: RATE_LIMITS** | Rate limiting | `8f61d841d2574061ac1d547187d72a58` | gateway |\n| **KV: SESSIONS** | Session cache | `508ba759f7a44ca8aaaf8502d603077b` | gateway |\n| **KV: OAUTH_STATE_KV** | OAuth state | `d610b2da55bf437ba90444f93077e1c6` | gateway |\n| **KV: STATE** | Consolidator state | `d546c00b8ee84d0497e4a4b3ac661db8` | knowledge |\n| **R2: FILES** | `integratewise-files-prod` | -- | connector, knowledge, store |\n| **Vectorize** | `intelligence-embeddings` | -- | intelligence, knowledge |\n\n### Queue Flow Diagram\n\n```\n\n                    ┌──────────────────────────────────────────┐\n                    │            QUEUE: pipeline-process         │\n                    │   Producers: pipeline, connector,         │\n                    │              mcp-connector, webhook-       │\n                    │              ingress, act, normalizer      │\n                    │   Consumer:  pipeline                      │\n                    └──────────────────┬───────────────────────┘\n                                       │\n                                       ▼\n                    ┌──────────────────────────────────────────┐\n                    │          8-STAGE NORMALIZATION PIPELINE    │\n                    │          (services/pipeline)               │\n                    └──────┬──────────┬───────────┬────────────┘\n                           │          │           │\n            ┌──────────────┘          │           └──────────────┐\n            ▼                         ▼                          ▼\n\n┌─────────────────┐ ┌──────────────────────┐ ┌─────────────────────┐\n│\n</task_result>\n\n````\n\n**Tool: task**\n\n**Input:**\n```json\n{\n  \"description\": \"Analyze queue and data flow\",\n  \"prompt\": \"Analyze the integratewise-live codebase to trace queue-based communication and data flow patterns.\\n\\n1. Search for all queue producer and consumer patterns across the codebase:\\n   - grep for `queue.send`, `queue.batchSend`, `env.*_QUEUE`, `messageQueue`, `createQueue`\\n   - grep for `queue()`, `handleQueue`, `queueHandler` in service entry points\\n\\n2. Search for inter-service HTTP calls:\\n   - grep for `fetch(` patterns that call other worker URLs\\n   - grep for patterns like `integratewise-*.workers.dev`\\n\\n3. Search for shared state patterns:\\n   - grep for KV get/put operations to understand caching\\n   - grep for D1 batch/exec operations\\n   - grep for Supabase client usage\\n\\n4. Look at the packages that are shared between services:\\n   - Read packages/types/src/ to understand shared contracts\\n   - Read packages/lib/src/ to understand shared utilities\\n   - Read packages/api/src/ to understand API patterns\\n\\nReturn a detailed map of:\\n- Which services produce to which queues\\n- Which services consume from which queues\\n- What data flows through each queue\\n- What shared state exists\",\n  \"subagent_type\": \"explore\"\n}\n````\n\n**Output:**\n\n```\ntask_id: ses_16f84f1eaffep5h37iw2gXTwAZ (for resuming to continue this task if needed)\n\n<task_result>\nNow I have enough data to compile the complete map. Here is the detailed analysis:\n\n---\n\n# IntegrateWise Queue-Based Communication & Data Flow Map\n\n## 1. CLOUDFLARE QUEUES — DEFINITION MAP\n\nThere are **10 distinct Cloudflare Queues** defined across the codebase:\n\n| Queue Name | Purpose |\n|---|---|\n| `pipeline-process` | Core 8-stage normalization pipeline messages |\n| `accelerator-trigger` | Triggers metric computation from spine data |\n| `knowledge-ingest` | Document/session embeddings and knowledge ingestion |\n| `intelligence-events` | Data change events and intelligence signals |\n| `signals` | High-fidelity signals for Twin cognition |\n| `ops-dlq` | Operations dead-letter queue (failed governance) |\n| `connector-sync` | Sync jobs for multi-provider connector sync |\n| `intelligence-act` | HITL-approved actions queued for execution |\n| `memory-consolidation-tasks` | Periodic memory consolidation (hourly/daily/weekly) |\n| `execution-outcomes` | Hermes async execution outcomes |\n| `continuity-triage` | Async triage promotion from continuity service |\n| `dead-letter` (DEAD_LETTER_QUEUE) | Loader-level dead letters |\n\n---\n\n## 2. QUEUE PRODUCER → CONSUMER MAP\n\n### Queue: `pipeline-process`\n**Binding:** `PIPELINE_QUEUE`\n\n| Producer | File | Data Flow |\n|---|---|---|\n| **webhook-ingress** | `services/webhook-ingress/src/index.ts:523` | Raw webhook payloads (Nango, Stripe, etc.) enter at stage \"analyze\" |\n| **connector** (loader path) | `services/connector/src/index.ts:168` | Extracted provider records enter at stage \"analyze\" |\n| **connector** (sync-consumer path) | `services/connector/src/sync-consumer.ts:118` | Sync messages transformed to pipeline messages at stage \"analyze\" |\n| **folder-watcher** | `services/folder-watcher/src/index.ts:71` | Filesystem events enter at stage \"analyze\" |\n| **mcp-connector** | `services/mcp-connector/wrangler.toml:81` | MCP tool invocations that produce pipeline data |\n| **intelligence** (triage workflow) | `services/intelligence/src/workflows/triage-workflow.ts:83` | Triage-approved writes routed to spine |\n| **normalizer** (DEPRECATED) | `services/normalizer/src/index.ts:298` | Self-re-enqueue between stages (stage advancement) |\n| **pipeline** (self-re-enqueue) | `services/pipeline/src/index.ts:2205` | Delegates to normalizer worker for stage processing |\n\n**Consumer:**\n- **pipeline** (`services/pipeline/src/index.ts:2151`) — THE SOLE CONSUMER. Routes to normalizer worker for 8-stage processing (S1 analyze → S2 classify → S3 filter → S4 refine → S5 extract → S6 validate → S7 sanity → S8 sectorize). Each stage re-enqueues to `PIPELINE_QUEUE` with the next stage.\n\n**Message shape:** `PipelineQueueMessage` — `{ stage, source, source_type, tenant_id, payload: { _entity_type, _source_id, _tenant_id, ...fields }, metadata: { trace_id, attempt, received_at } }`\n\n---\n\n### Queue: `accelerator-trigger`\n**Binding:** `ACCELERATOR_QUEUE`\n\n| Producer | Data Flow |\n|---|---|\n| **pipeline/normalizer** (S8 completion) | `{ type: \"spine_write\", tenant_id, entity_count, trace_id }` |\n\n**Consumer:**\n- **pipeline** (`services/pipeline/src/index.ts:2158`) — Fetches recent spine data, computes entity metrics, emits `accelerator_result` to `intelligence-events` queue.\n\n---\n\n### Queue: `knowledge-ingest`\n**Binding:** `KNOWLEDGE_QUEUE`\n\n| Producer | File | Data Flow |\n|---|---|---|\n| **pipeline/normalizer** (S5 extract) | `services/normalizer/src/index.ts:576` | Extracted text content for embedding: `{ tenant_id, source_type: \"pipeline_extract\", content, correlation_id }` |\n| **pipeline/normalizer** (final write) | `services/normalizer/src/index.ts:1067-1095` | Session summaries, tool calls, memories from MCP capture |\n| **connector** (mcp-connector path) | `services/connector/src/index.ts` | MCP session data for knowledge ingestion |\n| **mcp-connector** | `services/mcp-connector/wrangler.toml:75` | Session captures and document uploads |\n| **normalizer-accelerator** | `services/normalizer/src/normalizer-accelerator.ts:243` | Knowledge payloads from creamy accelerator |\n\n**Consumer:**\n- **knowledge** (`services/knowledge/src/index.ts:2028`) — Processes document chunks, generates embeddings, stores in Neon (knowledge_documents), handles session embedding (Flow C — AI Chat Results).\n\n---\n\n### Queue: `intelligence-events`\n**Binding:** `INTELLIGENCE_QUEUE`\n\n| Producer | File | Data Flow |\n|---|---|---|\n| **pipeline/normalizer** (S8 completion) | `services/normalizer/src/index.ts:1224` | `{ type: \"data_change\", tenant_id, entities, source, trace_id, timestamp }` |\n| **pipeline** (accelerator result) | `services/pipeline/src/index.ts:2174` | `{ type: \"accelerator_result\", tenant_id, entity_count, metrics, computed_at }` |\n\n**Consumer:**\n- **intelligence** (`services/intelligence/src/index.ts:277`) — Routes data_change events to Think worker for cognitive processing.\n\n---\n\n### Queue: `signals`\n**Binding:** `SIGNAL_QUEUE`\n\n| Producer | File | Data Flow |\n|---|---|---|\n| **pipeline/normalizer** (S8 completion) | `services/normalizer/src/index.ts:1192` | Signal objects: `{ signal_id, workspace_id, spine_id, entity_type, hydration_bucket, domain_schema, payload: { spine_snapshot, ai_analysis } }` |\n\n**Consumer:**\n- **intelligence** (`services/intelligence/src/index.ts:280`) — Processes signals through TypeScript-native SignalAnalyzer for B5-B7 signal-ready buckets. Creates governed proposals for actions requiring approval. Stores signals in Supabase for dashboard.\n\n---\n\n### Queue: `ops-dlq`\n**Binding:** `OPS_DLQ_QUEUE` / `DLQ_QUEUE`\n\n| Producer | File | Data Flow |\n|---|---|---|\n| **pipeline/normalizer** (failures) | `services/normalizer/src/index.ts:323,349` | Failed pipeline messages with error context |\n| **intelligence** (triage workflow) | `services/intelligence/src/workflows/triage-workflow.ts:69` | Failed governance evaluations |\n| **intelligence** (twin-orchestrator) | `services/intelligence/src/agents/specialized/twin-orchestrator.ts:145` | Orchestrator failures |\n\n**Consumer:**\n- **intelligence** (`services/intelligence/wrangler.toml:84-86`) — Consumes DLQ for operational monitoring and retry decisions.\n\n---\n\n### Queue: `connector-sync`\n**Binding:** `SYNC_QUEUE`\n\n| Producer | File | Data Flow |\n|---|---|---|\n| **connector-sync** | `services/connector-sync/src/index.ts:429,559,696,712` | `SyncQueueMessage`: `{ message_version, tenant_id, provider, entity_types, phase: \"creamy\"|\"full\"|\"delta\", cursor, job_id, attempt }` |\n| **connector** (sync-producer) | `services/connector/src/sync-producer.ts:122` | `SyncMessageEnvelope`: `{ tenant_id, sync_type, accelerator_id, connector_id, plan_tier, payload, schema_context }` |\n\n**Consumer:**\n- **connector-sync** (`services/connector-sync/src/index.ts:806`) — Processes sync jobs: calls provider APIs, transforms records, sends to pipeline. Self-consumes (producer and consumer on same worker).\n\n---\n\n### Queue: `intelligence-act`\n**Binding:** `ACT_QUEUE`\n\n| Producer | File | Data Flow |\n|---|---|---|\n| **workflow/BFF** (HITL approval) | `services/workflow/src/index.ts:827` | `{ action_id, tenant_id, action_type, target_tool, payload, approval_token }` |\n\n**Consumer:**\n- **intelligence** (`services/intelligence/wrangler.toml:79-81`) — Consumes approved actions for execution via Act worker.\n\n---\n\n### Queue: `memory-consolidation-tasks`\n**Binding:** `TASKS_QUEUE`\n\n| Producer | File | Data Flow |\n|---|---|---|\n| **knowledge** (triage approval) | `services/knowledge/src/index.ts:425` | `{ type: \"immediate_consolidation\", tenant_id, triage_id, priority }` |\n| **knowledge** (auto-approve) | `services/knowledge/src/index.ts:1512` | `{ type: \"immediate_consolidation\", tenant_id, session_id, trigger }` |\n| **knowledge** (memory-consolidator) | `services/knowledge/src/memory-consolidator.ts:236,320` | `{ type: \"hourly\"|\"daily\"|\"weekly\", tenant_id, start_time, end_time }` |\n| **continuity** (session close) | `services/continuity/src/index.ts:252` | `{ type: \"session_ready_for_triage\", tenant_id, session_id, event_count }` |\n| **continuity** (session events) | `services/continuity/src/index.ts:483` | Session event data for triage |\n\n**Consumer:**\n- **knowledge/memory-consolidator** (`services/knowledge/src/memory-consolidator.ts:342`) — Processes consolidation tasks at hourly/daily/weekly granularity. Groups sessions by topic/user/account, generates summaries via Think service, stores consolidated memories.\n\n---\n\n### Queue: `execution-outcomes`\n**Binding:** `OUTCOMES_QUEUE`\n\n| Producer | File | Data Flow |\n|---|---|---|\n| **hermes** (executor) | `services/hermes/src/executor.ts:368` | `{ type: \"execute_task\", task_id, tenant_id, payload, approval_token }` |\n\n**Consumer:**\n- **hermes** (`services/hermes/wrangler.toml:67-68`) — Self-consumes for async execution outcome processing.\n\n---\n\n### Queue: `continuity-triage`\n**Binding:** `TASKS_QUEUE` (continuity)\n\n| Producer | File |\n|---|---|\n| **continuity** | `services/continuity/wrangler.toml:36-37` |\n\n**Consumer:** Not explicitly declared in wrangler.toml — likely consumed by knowledge service via service binding.\n\n---\n\n### Queue: `dead-letter`\n**Binding:** `DEAD_LETTER_QUEUE`\n\n| Producer | File | Data Flow |\n|---|---|---|\n| **loader** (webflow handler) | `services/loader/src/handlers/webflow.ts:267` | Failed webhook payloads |\n| **loader** (stripe handler) | `services/loader/src/handlers/stripe.ts:98` | Failed Stripe events |\n| **loader** (hubspot handler) | `services/loader/src/handlers/hubspot.ts:115` | Failed HubSpot events |\n| **loader** (enhanced-stripe) | `services/loader/src/handlers/enhanced-stripe.ts:187` | Failed enhanced Stripe events |\n\n**Consumer:** Not declared in any wrangler.toml — appears to be a fallback/monitoring queue.\n\n---\n\n## 3. INTER-SERVICE HTTP CALLS (Service Bindings)\n\nAll inter-service communication within Cloudflare uses **service bindings** (not external HTTP). The key call graph:\n\n```\n\ngateway ──→ pipeline, intelligence, connector, connector-sync, knowledge, bff, l2, webhook-ingress, folder-watcher\npipeline ──→ pipeline (self), bff, knowledge, mcp-connector, intelligence\nintelligence ──→ connector, bff/workflow, knowledge, pipeline, intelligence/govern\nknowledge ──→ mcp-connector, pipeline, intelligence/think, knowledge (self), tenants\nconnector ──→ mcp-connector, knowledge, connector-sync\nmcp-connector ──→ knowledge, continuity, pipeline\ncontinuity ──→ knowledge, mcp-connector, pipeline\nhermes ──→ pipeline, knowledge, intelligence/think, intelligence/act, continuity, bff/workflow\nworkflow/bff ──→ pipeline, connector, knowledge, intelligence/think, intelligence/act\nfolder-watcher ──→ (PIPELINE_QUEUE only)\nwebhook-ingress ──→ mcp-connector, bff, connector, folder-watcher, (PIPELINE_QUEUE)\n\n```\n\nExternal HTTP calls (non-service-binding):\n- **mcp-connector** → `integratewise-intelligence.connect-a1b.workers.dev` (fallback URL)\n- **hermes** → n8n VPS at `http://<N8N_VPS_HOST>:5678` (workflow execution)\n\n---\n\n## 4. SHARED STATE — KV NAMESPACES\n\n| KV Binding | Namespace ID | Purpose | Consumers |\n|---|---|---|---|\n| `CACHE` | `18aa20dfeb304f0ba592d9070964dd31` | Hot entity cache (TTL 60-300s) | pipeline, spine-v2 |\n| `SIGNAL_CACHE` | `747166a3165444d1a9c9c8c54abbd93a` | Signal cache (TTL 3600s) | normalizer, intelligence, gateway |\n| `METRICS` | `e80ee409f5be4bf8a9556c0917c113e2` | Pipeline metrics (TTL 86400s) | normalizer, gateway |\n| `CONNECTOR_STATUS` | `f7a3d773ff2841f7954d3cfeae82594f` | Connector status + tenant mappings | webhook-ingress, connector-sync, loader, workflow, tenants, gateway |\n| `MCP_IDEMPOTENCY` | `16510bf2287a45d8b24163ddafd3d302` | MCP idempotency checks | mcp-connector, loader |\n| `RATE_LIMITS` / `RATE_LIMIT` | `8f61d841d2574061ac1d547187d72a58` | Rate limiting | gateway, workflow/stream-gateway, hermes |\n| `SESSIONS` | `508ba759f7a44ca8aaaf8502d603077b` | OAuth session cache | gateway |\n| `EXECUTION_META` | `194227e14a9844b896cebe6564af3ec1` | Execution metadata + workflow mappings | hermes |\n| `STATE` | `d546c00b8ee84d0497e4a4b3ac661db8` | Memory consolidator state (last run times) | knowledge/memory-consolidator |\n| `OAUTH_STATE_KV` | `d610b2da55bf437ba90444f93077e1c6` | OAuth state parameter storage | tenants |\n| `CONNECTION_META` | `39608aa63c5340bf953575dec34416ed` | WebSocket connection metadata | workflow/stream-gateway |\n| `SCHEMA_CACHE` | `18aa20dfeb304f0ba592d9070964dd31` | Schema cache (shares CACHE namespace) | pipeline |\n\n---\n\n## 5. SHARED STATE — D1 DATABASES\n\n| D1 Binding | Database | Tables Used | Services |\n|---|---|---|---|\n| `CACHE_DB` / `EDGE_DB` / `DB` / `D1` | `integratewise-spine-cache` (ed1f534a) | entity360_cache, org_memory, personal_memory, conversational_memory, sync_checkpoints, pipeline_quarantine, agent_registry, session_containers, events, beliefs, observations | pipeline, intelligence, knowledge, connector, mcp-connector, think, continuity, normalizer, govern, agent-registry |\n| `ANALYTICS_DB` | `integratewise-analytics` (b829f7b0) | Analytics tables | workflow/bff |\n\nAll services share the **same D1 database** (`integratewise-spine-cache`) but use different table subsets.\n\n---\n\n## 6. SHARED STATE — SUPABASE\n\nSupabase (integratewise-4a649) is accessed by many services via REST API (`SUPABASE_URL` + `SUPABASE_SERVICE_ROLE_KEY`):\n\n| Service | Tables Accessed |\n|---|---|\n| **pipeline** | spine entities via PostgREST |\n| **mcp-connector** | conversational_memory, org_memory, personal_memory, episodes, primitives, tenant_spine_config |\n| **continuity** | memory.session_containers, memory.conversational_memory (via supabase.ts helper) |\n| **knowledge** | consolidated_memories, triage_results, knowledge_documents (via Neon DATABASE_URL) |\n| **intelligence** | signals, actions, proposals, decision_memory |\n| **workflow/bff** | actions, proposals, decision_memory |\n| **think** | entity360_cache, signals, various Spine tables |\n| **tenants** | profiles, connectors (OAuth callback handling) |\n| **gateway** | profiles (auth resolution) |\n| **connector-sync** | tenant_spine_config, connectors |\n\n---\n\n## 7. SHARED STATE — R2\n\n| R2 Bucket | Binding | Services |\n|---|---|---|\n| `integratewise-files-prod` | `FILES` | connector, knowledge, loader/normalizer |\n\n---\n\n## 8. SHARED PACKAGES\n\n| Package | Purpose | Used By |\n|---|---|---|\n| `packages/types/` | Shared Zod & TypeScript contracts: PipelineQueueMessage, SyncQueueMessage, SignalAnalyzeRequest/Response, Proposal, OrchestrationTask, MorningContext, ConnectorStatus, Schema definitions | All services |\n| `packages/lib/` | Adapters (Neon, normalizers, OpenRouter SDK), correlation IDs, logging, crypto, circuit breaker, DB gate, outbox pattern | All services |\n| `packages/connector-contracts/` | BaseConnector abstract class, ConnectorMetadata, SyncResult, ResilienceConfig, CircuitStatus | connector, connector-sync, all 30+ connector adapters |\n| `packages/connector-utils/` | Shared connector utilities | connector, connector-sync |\n| `packages/connectors/` | 30+ connector adapters (HubSpot, Salesforce, Jira, etc.) | connector |\n| `packages/supabase/` | Cross-platform Supabase client (Web, React Native, Desktop) | Frontend apps |\n| `packages/api/` | Legacy Hono API with entities CRUD, AI commands | Legacy frontend |\n| `packages/config/` | Runtime config helpers, feature flags, env validation | All services |\n| `packages/rbac/` | Role-based access control | gateway, tenants |\n| `packages/tenancy/` | Tenant isolation utilities | gateway, tenants |\n| `packages/analytics/` | Analytics utilities | workflow/bff |\n| `packages/accelerators/` | Sync accelerator contracts | connector, connector-sync |\n| `packages/hermes-spine-memory/` | Hermes ↔ Spine memory bridge | hermes |\n| `packages/db/` | Database utilities | api, knowledge |\n\n---\n\n## 9. DATA FLOW DIAGRAM (End-to-End)\n\n```\n\n                        EXTERNAL SOURCES\n                              │\n          ┌───────────────────┼───────────────────┐\n          │                   │                   │\n    Webhook Events      Provider APIs      Filesystem\n    (Nango/Stripe)      (HubSpot/Jira)     (Folder Watcher)\n          │                   │                   │\n          ▼                   ▼                   ▼\n    ┌─────────────┐   ┌─────────────┐   ┌──────────────┐\n    │  webhook-    │   │  connector  │   │ folder-      │\n    │  ingress     │   │  (loader)   │   │ watcher      │\n    └──────┬──────┘   └──────┬──────┘   └──────┬───────┘\n           │                  │                  │\n           │    ┌─────────────┤                  │\n           │    │             │                  │\n           ▼    ▼             ▼                  │\n    ┌─────────────────────────────────────┐      │\n    │        PIPELINE_QUEUE               │◄─────┘\n    │  (pipeline-process)                 │\n    │                                     │\n    │  Consumer: pipeline (SOLE)          │\n    │  ┌─────────────────────────────┐    │\n    │  │ S1 analyze → S2 classify   │    │\n    │  │ → S3 filter → S4 refine    │    │\n    │  │ → S5 extract → S6 validate │    │\n    │  │ → S7 sanity → S8 sectorize │    │\n    │  └─────────────────────────────┘    │\n    └──┬──────┬──────┬──────┬──────┬─────┘\n       │      │      │      │      │\n       │      │      │      │      │\n       ▼      ▼      ▼      ▼      ▼\n    ┌──────┐ ┌────┐ ┌────┐ ┌────┐ ┌──────────┐\n    │SIGNAL│ │INTEL│ │ACCEL│ │DLQ│ │KNOWLEDGE │\n    │QUEUE │ │QUEUE│ │QUEUE│ │   │ │_INGEST   │\n    └──┬───┘ └─┬──┘ └─┬──┘ └─┬─┘ └────┬─────┘\n       │       │      │      │         │\n       ▼       ▼      ▼      ▼         ▼\n\n┌────────┐┌──────┐┌──────┐┌──────┐┌──────────┐\n│intelli-││intell││intell││intell││ knowledge │\n│gence ││igence││igence││igence││ (KB+embed)│\n│(signals)│(events)│(accel)│(ops-dlq)│ │\n└───┬────┘└──┬───┘└──┬───┘└──────┘└─────┬────┘\n│ │ │ │\n▼ ▼ ▼ ▼\n┌──────────────────────┐ ┌──────────────┐\n│ Intelligence Service │ │ Neon DB │\n│ (Think+Act+Govern) │ │ (knowledge\\_ │\n│ │ │ documents) │\n│ Creates Proposals │ └──────────────┘\n│ Runs SignalAnalyzer │\n│ Governs Actions │\n└───────────┬───────────┘\n│\n▼\n┌──────────────────────┐\n│ workflow/BFF │\n│ HITL Approval Gate │\n│ │\n│ approve → ACT_QUEUE │\n│ deny → decision_memory│\n└───────────┬───────────┘\n│\n▼\n┌──────────────────────┐ ┌─────────────────┐\n│ intelligence/act │────▶│ Hermes Executor │\n│ (execution) │ │ (n8n / DO / queue)│\n└──────────────────────┘ └────────┬────────┘\n│\n▼\n┌─────────────────┐\n│ OUTCOMES_QUEUE │\n│ (self-consume) │\n└─────────────────┘\n\n```\n\n---\n\n## 10. KEY ARCHITECTURAL OBSERVATIONS\n\n1. **Pipeline is the central nervous system.** The `pipeline-process` queue is the single ingestion point for all data. Every external event (webhooks, provider syncs, file changes) flows through the 8-stage normalizer.\n\n2. **Pipeline is both producer and consumer** of `pipeline-process` — it re-enqueues messages between stages (S1→S2→...→S8), making it a self-consuming pipeline.\n\n3. **Fan-out after S8 (sectorize):** After the final pipeline stage, the normalizer fans out to 4 queues simultaneously: `signals`, `intelligence-events`, `accelerator-trigger`, and `knowledge-ingest`.\n\n4. **Governed cognition loop:** Signals → Intelligence (SignalAnalyzer) → Proposals → BFF/HITL Gate → ACT_QUEUE → Hermes Executor → Outcomes → Spine writeback.\n\n5. **Memory consolidation is queue-driven:** The `memory-consolidation-tasks` queue drives hourly/daily/weekly memory consolidation, with both cron-triggered and event-triggered (session close, triage approval) producers.\n\n6. **CONNECTOR_STATUS KV is the shared coordination point** — used by 6+ services for tenant-to-connector mappings, sync status tracking, and OAuth state.\n\n7. **Single D1 database, many表 subsets:** All services share `integratewise-spine-cache` D1 but each uses different table subsets, creating a logical partitioning within a single physical database.\n\n8. **Deprecated services still have bindings:** normalizer, think, loader, mcp-connector have standalone wrangler.toml files with consumer bindings removed (to prevent split-brain) but producer bindings retained.\n</task_result>\n```\n\n**Tool: task**\n\n**Input:**\n\n```json\n{\n  \"description\": \"Analyze webhook and gateway flow\",\n  \"prompt\": \"Analyze the integratewise-live codebase to understand the external-facing connectivity and authentication flow.\\n\\n1. Read services/gateway/src/index.ts thoroughly - this is the API gateway\\n2. Read services/webhook-ingress/src/index.ts - this handles incoming webhooks\\n3. Read services/connector/src/index.ts - this handles connector operations\\n4. Read services/mcp-connector/src/index.ts - this is the MCP server\\n\\nFor each, report:\\n- All route handlers and their paths\\n- Authentication/authorization patterns (JWT, API keys, etc.)\\n- How requests flow through the system\\n- What external systems they connect to (HubSpot, Jira, Gmail, etc.)\\n\\n5. Also check packages/connectors/src/ to understand all available connectors and their patterns.\\n\\n6. Check services/loader/src/ for intake patterns.\\n\\nReturn a structured report of:\\n- External entry points (gateway routes, webhook URLs, MCP endpoints)\\n- Authentication flow\\n- Connector registry (which external services are supported)\\n- Request processing pipeline\",\n  \"subagent_type\": \"explore\"\n}\n```\n\n**Output:**\n\n```\ntask_id: ses_16f84e79bffei8TETXJ5JLdr02 (for resuming to continue this task if needed)\n\n<task_result>\nNow I have enough information to provide a comprehensive structured report. Here is my analysis:\n\n---\n\n# IntegrateWise External Connectivity & Authentication Flow Report\n\n## 1. EXTERNAL ENTRY POINTS\n\n### 1.1 Gateway (Primary Entry Point)\n**File:** `/Users/nirmal/Github/integratewise-live/services/gateway/src/index.ts`\n\nThe Gateway is the **sole entry point** for all external requests. It operates across three hostname patterns:\n\n#### Hostname: `auth.integratewise.ai` (Authorization Server)\n| Path | Method | Purpose |\n|------|--------|---------|\n| `/.well-known/oauth-authorization-server` | GET | OAuth metadata discovery |\n| `/.well-known/openid-configuration` | GET | OpenID Connect configuration |\n| `/.well-known/jwks.json` | GET | JSON Web Key Set (public keys) |\n| `/oauth/authorize` | GET | Consent form UI (HTML) |\n| `/oauth/authorize/confirm` | POST | Handle consent form submission |\n| `/oauth/token` | POST | Token exchange (authorization_code or client_credentials) |\n\n#### Hostname: `mcp.integratewise.ai` (Protected Resource Server)\n| Path | Method | Purpose |\n|------|--------|---------|\n| `/.well-known/oauth-protected-resource` | GET | Resource metadata |\n| `/tools`, `/tools/*` | GET | Tool discovery (MCP) |\n| `/invoke` | POST | Tool invocation (MCP) |\n| `/mcp` | POST | Standard MCP JSON-RPC endpoint |\n| `/sessions`, `/sessions/*` | GET/POST | Session management |\n| `/config/mcp-server` | GET | MCP server configuration |\n| `/v1/mcp/*` | * | MCP v1 API routes |\n\n#### Hostname: Main Domain (API Gateway)\n| Route Prefix | Target Service | Purpose |\n|--------------|----------------|---------|\n| `/api/v1/billing` | INTERNAL_BILLING | Billing & subscriptions |\n| `/api/v1/tenants` | INTERNAL_TENANTS | Tenant management |\n| `/api/v1/support` | INTERNAL_SUPPORT | Support tickets |\n| `/api/v1/analytics` | BFF | Analytics backend |\n| `/api/v1/agents` | INTELLIGENCE | AI agent orchestration |\n| `/api/v1/connectors` | CONNECTOR | Connector operations |\n| `/api/v1/connector` | CONNECTOR | Legacy connector routes |\n| `/api/v1/loader` | CONNECTOR | Data loader |\n| `/api/v1/pipeline` | PIPELINE | 8-stage normalization |\n| `/api/v1/intelligence` | INTELLIGENCE | Cognitive layer |\n| `/api/v1/cognitive/*` | INTELLIGENCE/PIPELINE/KNOWLEDGE | Cognitive endpoints |\n| `/api/v1/knowledge` | KNOWLEDGE | Knowledge base |\n| `/api/v1/entity360` | PIPELINE | Entity 360 |\n| `/api/v1/identity` | PIPELINE | Identity resolution |\n| `/api/v1/l2` | L2 | L2 API layer |\n| `/ws`, `/sse`, `/stream` | BFF | Real-time streaming |\n| `/admin` | INTERNAL_ADMIN | Admin panel |\n| `/oauth` | INTERNAL_TENANTS | OAuth flows |\n| `/webhooks` | WEBHOOK_INGRESS | Webhook intake |\n| `/health` | Self | Health check |\n| `/health/ready` | All services | Readiness probe |\n\n---\n\n### 1.2 Webhook Ingress Service\n**File:** `/Users/nirmal/Github/integratewise-live/services/webhook-ingress/src/index.ts`\n\n| Route | Method | Provider | Signature Verification |\n|-------|--------|----------|------------------------|\n| `/webhooks/hubspot` | POST | HubSpot | HMAC-SHA256 (v3 or legacy) |\n| `/webhooks/salesforce` | POST | Salesforce | Certificate-based / HMAC |\n| `/webhooks/stripe` | POST | Stripe | HMAC-SHA256 (t,v1) |\n| `/webhooks/github` | POST | GitHub | HMAC-SHA256 (sha256=) |\n| `/webhooks/slack-workflow` | POST | Slack | HMAC-SHA256 (v0=) |\n| `/webhooks/slack/interactivity` | POST | Slack | HMAC-SHA256 (v0=) |\n| `/webhooks/folder-monitor` | POST | Internal | Forward to FOLDER_WATCHER |\n| `/health` | GET | Self | Health check |\n| `/config/:provider` | GET | Config | Webhook URL configuration |\n\n---\n\n### 1.3 Connector Service (Consolidated)\n**File:** `/Users/nirmal/Github/integratewise-live/services/connector/src/index.ts`\n\n| Route | Method | Purpose |\n|-------|--------|---------|\n| `/health` | GET | Health check |\n| `/api/v1/connector` | GET | Service info |\n| `/api/v1/connector/*` | * | MCP routes (tools, invoke, sessions) |\n| `/api/v1/loader/*` | * | Loader routes (creamy, background-sync) |\n| `/api/v1/connector/sync/:provider/:operation` | POST | Sync operations |\n| `/api/v1/connector/execute` | POST | Act service write-back |\n| `/nango/webhook` | POST | Nango OAuth webhook |\n| `/internal/*` | * | Internal routes (spine init, schema) |\n| `/files/*`, `/upload/*` | * | File storage (R2) |\n| `/tools/*`, `/invoke`, `/mcp/*` | * | MCP tool server |\n\n---\n\n### 1.4 MCP Connector (MCP Tool Server)\n**File:** `/Users/nirmal/Github/integratewise-live/services/mcp-connector/src/index.ts`\n\n| Route | Method | Purpose |\n|-------|--------|---------|\n| `/` | GET | Server info |\n| `/health` | GET | Health check |\n| `/config/mcp-server` | GET | MCP configuration |\n| `/tools` | GET | Tool discovery (18 tools) |\n| `/invoke` | POST | Tool invocation |\n| `/mcp` | ALL | Standard MCP JSON-RPC endpoint |\n| `/v1/mcp/save_session_memory` | POST | Session memory capture |\n| `/v1/mcp/capture_session` | POST | Enhanced session capture with entity linking |\n\n---\n\n### 1.5 Loader Service (Data Intake)\n**File:** `/Users/nirmal/Github/integratewise-live/services/loader/src/index.ts`\n\n| Route | Method | Purpose |\n|-------|--------|---------|\n| `/nango/webhook` | POST | Nango OAuth events (auth.created, auth.revoked) |\n| `/internal/creamy` | POST | Start Creamy layer sync (Phase 1) |\n| `/internal/creamy/:jobId` | GET | Check Creamy job status |\n| `/internal/background-sync` | POST | Start background sync (Phase 2) |\n| Cron (every 5 min) | Scheduled | Discover unsynced connectors |\n\n---\n\n## 2. AUTHENTICATION FLOW\n\n### 2.1 Cloudflare Zero Trust (Primary - Production)\n```\n\nRequest → Cf-Access-Jwt-Assertion header\n↓\nGateway verifies JWT against Cloudflare JWKS certs\n(https://{teamDomain}.cloudflareaccess.com/cdn-cgi/access/certs)\n↓\nExtract email from JWT payload\n↓\nDomain matching:\n\n- integratewise.ai domain → auto-assign tenant (tenant-iw-101)\n- External domain → query Supabase profiles table\n  ↓\n  Inject headers: x-tenant-id, x-user-id, x-user-role, x-org-id, x-team-id, x-user-email\n  ↓\n  Route to downstream service\n\n```\n\n### 2.2 IntegrateWise OAuth 2.0 (MCP Clients)\n```\n\nClient → auth.integratewise.ai/.well-known/oauth-authorization-server\n↓\nAuthorization Code Flow:\n\n1. Client → /oauth/authorize (consent form)\n2. User approves → /oauth/authorize/confirm (generates code)\n3. Client → /oauth/token (exchanges code for JWT)\n\nClient Credentials Flow:\n\n1. Client → /oauth/token (with client credentials)\n2. Returns signed RS256 JWT (1 hour expiry)\n   ↓\n   JWT contains: iss, aud, sub, tenant_id, role, scope, exp\n   ↓\n   Client uses JWT → mcp.integratewise.ai (Bearer token)\n   ↓\n   Gateway validates JWT signature and audience\n   ↓\n   Enriches headers and routes to connector\n\n```\n\n### 2.3 MCP API Key Authentication\n```\n\nRequest → Authorization: Bearer <MCP_KEY> or X-MCP-Key: <key>\n↓\nMCP Connector verifies against MCP_CONNECTOR_API_KEY secret\n↓\nRequires x-tenant-id header for tenant isolation\n↓\nGrants Admin + Member roles\n\n```\n\n### 2.4 Cloudflare Access Service Tokens (MCP Bypass)\n```\n\nClient sends:\n\n- CF-Access-Client-Id: <service-token-client-id>\n- CF-Access-Client-Secret: <service-token-client-secret>\n- x-tenant-id: <tenant-id>\n  ↓\n  Bypasses interactive login for external MCP clients\n\n```\n\n### 2.5 Webhook Signature Verification\nEach provider uses its own verification scheme:\n- **HubSpot**: HMAC-SHA256 (v3: base64, legacy: hex)\n- **Stripe**: HMAC-SHA256 with timestamp (t,v1 format)\n- **GitHub**: HMAC-SHA256 (sha256=hex)\n- **Slack**: HMAC-SHA256 (v0=hex with timestamp)\n- **Salesforce**: Certificate-based or HMAC\n- **Razorpay**: HMAC-SHA256\n\n### 2.6 Service-to-Service (Internal)\n```\n\nCloudflare Service Bindings → no auth header needed\n↓\nGateway adds cf-worker header\n↓\nMCP Connector trusts requests with cf-worker header\n\n```\n\n---\n\n## 3. CONNECTOR REGISTRY\n\n### 3.1 Supported External Services (50+)\n\n| Domain | Category | Provider | Auth Type |\n|--------|----------|----------|-----------|\n| **CRM** | crm | Salesforce | OAuth |\n| | crm | HubSpot | OAuth |\n| | crm | Pipedrive | OAuth |\n| | crm | Zoho CRM | OAuth |\n| | crm | Freshsales | API Key |\n| | crm | Close | API Key |\n| **Support** | support | Zendesk | OAuth |\n| | support | Intercom | OAuth |\n| | support | Help Scout | OAuth |\n| | support | Front | OAuth |\n| | support | Freshdesk | API Key |\n| | support | Kustomer | OAuth |\n| **Communication** | communication | Slack | OAuth |\n| | communication | Microsoft Teams | OAuth |\n| | communication | Zoom | OAuth |\n| | communication | Twilio | API Key |\n| | communication | Discord | OAuth |\n| | communication | WhatsApp Business | API Key |\n| | communication | Gmail | OAuth |\n| | communication | Outlook | OAuth |\n| | communication | Google Calendar | OAuth |\n| **Marketing** | marketing | HubSpot Marketing | OAuth |\n| | marketing | Braze | API Key |\n| | marketing | SendGrid | API Key |\n| | marketing | Mailchimp | OAuth |\n| | marketing | Marketo | OAuth |\n| | marketing | Customer.io | API Key |\n| | marketing | Segment | API Key |\n| **Finance** | accounting | QuickBooks | OAuth |\n| | accounting | Xero | OAuth |\n| | accounting | Freshbooks | OAuth |\n| | billing | Chargebee | API Key |\n| | payments | Stripe | OAuth |\n| | payments | Paddle | API Key |\n| | accounting | Tally ERP | API Key |\n| | payments | Razorpay | API Key |\n| | accounting | Vyapar | OAuth |\n| | accounting | Khatabook | API Key |\n| **Analytics** | analytics | Google Analytics 4 | OAuth |\n| | analytics | Amplitude | API Key |\n| | analytics | Heap | API Key |\n| | analytics | Mixpanel | API Key |\n| | analytics | Metabase | API Key |\n| | analytics | Tableau | OAuth |\n| **Engineering** | source_control | GitHub | OAuth |\n| | source_control | GitLab | OAuth |\n| | source_control | Bitbucket | OAuth |\n| | project_management | Jira | OAuth |\n| | project_management | Linear | OAuth |\n| **Productivity** | docs | Notion | OAuth |\n| | storage | Google Drive | OAuth |\n| | spreadsheet | Google Sheets | OAuth |\n| | storage | Dropbox | OAuth |\n| | storage | OneDrive | OAuth |\n| | productivity | Airtable | OAuth |\n| | productivity | Calendly | OAuth |\n| **Commerce** | ecommerce | Shopify | OAuth |\n| | ecommerce | WooCommerce | API Key |\n| | ecommerce | BigCommerce | OAuth |\n| | logistics | Shiprocket | API Key |\n| **AI** | llm | OpenAI | API Key |\n| | llm | Cohere | API Key |\n\n### 3.2 Accelerators (Bundled Solutions)\n\n| ID | Name | Required Connectors |\n|----|------|---------------------|\n| subscription-metrics | Subscription Metrics | stripe |\n| finance | Finance Accelerator | quickbooks, stripe |\n| support-marketing | Support & Marketing | zendesk, mailchimp |\n| engineering | Engineering Accelerator | github, jira |\n| hr | HR Accelerator | (none required) |\n\n---\n\n## 4. REQUEST PROCESSING PIPELINE\n\n### 4.1 External Webhook Flow\n```\n\nExternal System (HubSpot/Salesforce/Stripe/GitHub)\n↓\nGateway verifies signature (per-provider HMAC)\n↓\nWebhook Ingress receives verified request\n↓\nResolves tenant (from query, portal ID, org ID, or installation ID)\n↓\nIdempotency check (WEBHOOK_LOG KV - 7 day TTL)\n↓\nProcess event + Update CONNECTOR_STATUS KV\n↓\nForward to PIPELINE_QUEUE (8-stage normalization)\n↓\nBroadcast real-time update to BFF (SignalStreamDO)\n↓\nReturn success response\n\n```\n\n### 4.2 OAuth Connection Flow\n```\n\nUser clicks \"Connect\" in UI\n↓\nFrontend → /api/v1/connectors/:provider/authorize\n↓\nGateway → Tenants Service (OAuth implementation)\n↓\nNango Connect session created (POST /internal/nango/session)\n↓\nUser completes OAuth in Nango UI\n↓\nNango → POST /nango/webhook (auth.created)\n↓\nLoader writes connector row to Supabase\n↓\nTriggers Creamy sync via CONNECTOR_SYNC service\n↓\nSchema-driven extraction (only allowed entity types)\n↓\nResults → PIPELINE_QUEUE → 8-stage normalization → Spine\n\n```\n\n### 4.3 Data Synchronization Flow\n```\n\nCron (every 5 min) or Manual Trigger\n↓\nLoader checks CONNECTOR_STATUS KV for unsynced connectors\n↓\nReads tenant_spine_config for allowed entity types\n↓\nResolves access token (Nango-first, legacy fallback)\n↓\nuniversalSync() → connector-specific API calls\n↓\nSchema filter: only keep allowed entity types\n↓\nSend to PIPELINE_QUEUE with trace metadata\n↓\nPipeline processes through 8 stages\n↓\nResults written to D1/KV (edge) and Supabase (SSOT)\n\n```\n\n### 4.4 MCP Tool Invocation Flow\n```\n\nAI Client (Claude/ChatGPT/Perplexity)\n↓\nAuthentication (CF Access JWT / OAuth JWT / MCP API Key)\n↓\nRate limiting (100 req/min per IP)\n↓\nTool discovery (GET /tools) or invocation (POST /invoke)\n↓\nPermission check (role-based: Admin/Member/Viewer/TriageBot)\n↓\nTenant isolation validation\n↓\nExecute tool (KB operations, memory writes, Book of Projects)\n↓\nResponse with correlation_id for tracing\n\n```\n\n---\n\n## 5. KEY ARCHITECTURAL PATTERNS\n\n1. **Tenant Isolation**: All requests carry `x-tenant-id` header; enforced at Gateway and every service\n2. **Schema-Driven Extraction**: Only entity types defined in `tenant_spine_config` are extracted\n3. **Dual-Write**: Data written to both Supabase (SSOT) and D1/KV (edge cache)\n4. **Circuit Breaker**: Gateway uses `resilientFetch` with service health probing\n5. **Model Fallback Chain**: AI routes use `modelSwitchFetch` for automatic provider failover\n6. **Idempotency**: Webhooks and MCP writes use KV-based idempotency keys (7-day TTL)\n7. **CORS Policy**: Configurable allowed origins, preflight caching (86400s)\n8. **Rate Limiting**: IP-based (100/min) and per-route AI limits (10-60/min)\n</task_result>\n```\n\n---\n\n## Assistant (Build · MiMo V2.5 Free · 38.9s)\n\n_Thinking:_\n\nThe user wants me to analyze the actual codebase to understand the system connectivity and derive the architecture from the code itself, rather than relying on documentation. I've now gathered comprehensive information from the three agent tasks.\n\nLet me synthesize all this information into a clear, structured report that shows:\n\n1. The real service topology (not what docs say, but what code actually does)\n2. Queue-based communication patterns\n3. Data flow\n4. Authentication flow\n5. Key architectural patterns\n\nThe agents have done thorough analysis. Let me present this in a clean format for the user.\n\nBased on thorough analysis of the actual codebase, here is the **real system connectivity** derived from the code:\n\n---\n\n## Service Topology (Actual from Code)\n\n```\n                        ┌─────────────────────────────────────┐\n                        │         GATEWAY (auth+api+admin)      │\n                        │  • auth.integratewise.ai (OAuth2)     │\n                        │  • mcp.integratewise.ai (MCP+JWT)     │\n                        │  • Main domain (REST API)             │\n                        │  • JWT validation, tenant isolation    │\n                        │  • Rate limiting (KV-based)           │\n                        └────────────────┬────────────────────┘\n                                         │\n            ┌────────────────────────────┼────────────────────────────┐\n            │                            │                            │\n            ▼                            ▼                            ▼\n    ┌───────────────┐          ┌───────────────┐          ┌───────────────┐\n    │  PIPELINE      │          │ INTELLIGENCE   │          │  CONNECTOR    │\n    │  (8-stage     │◄────────►│ (Think+Act+   │◄────────►│ (Loader+MCP-  │\n    │   Normalizer) │          │  Govern+Agents)│          │  Connector+   │\n    │  + Spine V2   │          │                │          │  Store)       │\n    └───────┬───────┘          └───────┬────────┘          └───────┬───────┘\n            │                          │                          │\n            │                          │                          │\n            ▼                          ▼                          ▼\n    ┌───────────────┐          ┌───────────────┐          ┌───────────────┐\n    │  KNOWLEDGE     │          │   WORKFLOW     │          │  CONNECTOR-   │\n    │  (KB ingestion │          │  (HITL gates   │          │  SYNC         │\n    │  + memory      │          │  + orchestration│         │  (Delta       │\n    │  consolidation)│          │  + streaming)  │          │   pollers)    │\n    └───────┬───────┘          └───────────────┘          └───────────────┘\n            │                          │                          │\n            │                          │                          │\n            ▼                          ▼                          ▼\n    ┌───────────────┐          ┌───────────────┐          ┌───────────────┐\n    │  CONTINUITY    │          │    HERMES      │          │  WEBHOOK-     │\n    │  (Session      │          │  (External     │          │  INGRESS      │\n    │  memory +      │          │  execution via │          │  (Webhook     │\n    │  triage)       │          │  n8n VPS)      │          │  intake)      │\n    └───────────────┘          └───────────────┘          └───────────────┘\n            │                          │                          │\n            │                          │                          │\n            ▼                          ▼                          ▼\n    ┌───────────────┐          ┌───────────────┐          ┌───────────────┐\n    │  FOLDER-       │          │    BILLING      │          │   TENANTS     │\n    │  WATCHER       │          │  (Stripe +     │          │  (RBAC +      │\n    │  (DO-backed    │          │  Razorpay)     │          │  OAuth mgmt)  │\n    │  filesystem    │          │                │          │               │\n    │  monitor)      │          │                │          │               │\n    └───────────────┘          └───────────────┘          └───────────────┘\n```\n\n---\n\n## Queue-Based Communication (10 Active Queues)\n\n### Core Flow: `pipeline-process`\n\n```\n                    ┌──────────────────────────────────────────┐\n                    │            QUEUE: pipeline-process         │\n                    │   Producers: webhook-ingress, connector,  │\n                    │              folder-watcher, mcp-connector │\n                    │   Consumer:  pipeline (SOLE)               │\n                    └──────────────────┬───────────────────────┘\n                                       │\n                                       ▼\n                    ┌──────────────────────────────────────────┐\n                    │          8-STAGE NORMALIZATION PIPELINE    │\n                    │          (services/pipeline)               │\n                    └──────┬──────────┬───────────┬────────────┘\n                           │          │           │\n            ┌──────────────┘          │           └──────────────┐\n            ▼                         ▼                          ▼\n  ┌─────────────────┐    ┌──────────────────────┐    ┌─────────────────────┐\n  │SIGNAL QUEUE     │    │INTELLIGENCE EVENTS   │    │KNOWLEDGE INGEST     │\n  │                 │    │                      │    │                     │\n  │Signals for      │    │Data changes for      │    │Documents for        │\n  │Twin cognition   │    │Think processing      │    │embedding            │\n  └────────┬────────┘    └──────────┬───────────┘    └──────────┬──────────┘\n           │                        │                           │\n           ▼                        ▼                           ▼\n  ┌─────────────────┐    ┌──────────────────────┐    ┌─────────────────────┐\n  │intelligence/    │    │intelligence/          │    │knowledge/           │\n  │signals          │    │events                 │    │ingest               │\n  │(SignalAnalyzer) │    │(Think worker)         │    │(Embedding + KB)     │\n  └────────┬────────┘    └──────────┬───────────┘    └──────────┬──────────┘\n           │                        │                           │\n           ▼                        ▼                           ▼\n  ┌─────────────────┐    ┌──────────────────────┐    ┌─────────────────────┐\n  │GOVERNED PROPOSALS│    │COGNITIVE PROCESSING  │    │NEON DB              │\n  │(Requires HITL)  │    │(Context, Brain, etc) │    │(knowledge_documents)│\n  └────────┬────────┘    └──────────────────────┘    └─────────────────────┘\n           │\n           ▼\n  ┌─────────────────┐\n  │WORKFLOW/BFF     │\n  │(HITL Gate)      │\n  │                 │\n  │approve → ACT_   │\n  │         QUEUE   │\n  │deny → decision_ │\n  │         memory  │\n  └────────┬────────┘\n           │\n           ▼\n  ┌─────────────────┐\n  │intelligence/act │\n  │(Hermes Executor)│\n  │                 │\n  │Writes back to   │\n  │Spine via        │\n  │PIPELINE_QUEUE   │\n  └─────────────────┘\n```\n\n---\n\n## Data Flow Summary\n\n### 1. External Data Ingestion\n\n```\nExternal System (HubSpot/Salesforce/Stripe/GitHub)\n    ↓\nGateway (JWT validation + tenant isolation)\n    ↓\nWebhook Ingress (signature verification)\n    ↓\nIdempotency check (KV-based, 7-day TTL)\n    ↓\nPIPELINE_QUEUE → 8-stage normalization → Spine (D1/KV + Supabase)\n```\n\n### 2. Connector Sync Flow\n\n```\nCron (5 min) or Manual Trigger\n    ↓\nLoader checks CONNECTOR_STATUS KV for unsynced connectors\n    ↓\nSchema-driven extraction (only allowed entity types from tenant_spine_config)\n    ↓\nPIPELINE_QUEUE → 8-stage normalization → Spine\n    ↓\nFan-out to: signals, intelligence-events, knowledge-ingest, accelerator-trigger\n```\n\n### 3. MCP Tool Invocation Flow\n\n```\nAI Client (Claude/ChatGPT/Perplexity)\n    ↓\nAuthentication (CF Access JWT / OAuth JWT / MCP API Key)\n    ↓\nRate limiting (100 req/min per IP)\n    ↓\nTool discovery (GET /tools) or invocation (POST /invoke)\n    ↓\nPermission check (role-based: Admin/Member/Viewer/TriageBot)\n    ↓\nTenant isolation validation\n    ↓\nExecute tool (KB operations, memory writes, Book of Projects)\n    ↓\nResponse with correlation_id for tracing\n```\n\n### 4. Intelligence Cognition Flow\n\n```\nSignals (from pipeline S8)\n    ↓\nIntelligence Service (SignalAnalyzer)\n    ↓\nCreates governed proposals (requires HITL approval)\n    ↓\nWorkflow/BFF (HITL gate)\n    ↓\napprove → ACT_QUEUE → Hermes Executor\n    ↓\nExecution outcomes → PIPELINE_QUEUE (writeback to Spine)\n```\n\n---\n\n## Authentication Flow\n\n### 1. Cloudflare Zero Trust (Primary - Production)\n\n```\nRequest → Cf-Access-Jwt-Assertion header\n    ↓\nGateway verifies JWT against Cloudflare JWKS certs\n    ↓\nExtract email from JWT payload\n    ↓\nDomain matching:\n    - integratewise.ai domain → auto-assign tenant (tenant-iw-101)\n    - External domain → query Supabase profiles table\n    ↓\nInject headers: x-tenant-id, x-user-id, x-user-role, x-org-id, x-team-id, x-user-email\n    ↓\nRoute to downstream service\n```\n\n### 2. IntegrateWise OAuth 2.0 (MCP Clients)\n\n```\nClient → auth.integratewise.ai/.well-known/oauth-authorization-server\n    ↓\nAuthorization Code Flow:\n    1. Client → /oauth/authorize (consent form)\n    2. User approves → /oauth/authorize/confirm (generates code)\n    3. Client → /oauth/token (exchanges code for JWT)\n\nClient Credentials Flow:\n    1. Client → /oauth/token (with client credentials)\n    2. Returns signed RS256 JWT (1 hour expiry)\n    ↓\nJWT contains: iss, aud, sub, tenant_id, role, scope, exp\n    ↓\nClient uses JWT → mcp.integratewise.ai (Bearer token)\n    ↓\nGateway validates JWT signature and audience\n    ↓\nEnriches headers and routes to connector\n```\n\n### 3. Service-to-Service (Internal)\n\n```\nCloudflare Service Bindings → no auth header needed\n    ↓\nGateway adds cf-worker header\n    ↓\nMCP Connector trusts requests with cf-worker header\n```\n\n---\n\n## Shared State\n\n### Cloudflare Resources\n\n| Resource                 | Binding                     | Purpose                            | Services                                                 |\n| ------------------------ | --------------------------- | ---------------------------------- | -------------------------------------------------------- |\n| **D1**                   | `integratewise-spine-cache` | Edge Spine SSOT                    | pipeline, connector, intelligence, knowledge, continuity |\n| **KV: CACHE**            | `18aa20df...`               | Hot entity cache (TTL 300s)        | pipeline                                                 |\n| **KV: SIGNAL_CACHE**     | `747166a3...`               | Signal cache (TTL 3600s)           | pipeline, gateway                                        |\n| **KV: METRICS**          | `e80ee409...`               | Pipeline metrics (TTL 86400s)      | pipeline, gateway                                        |\n| **KV: CONNECTOR_STATUS** | `f7a3d773...`               | Connector status + tenant mappings | webhook-ingress, connector-sync, loader, gateway         |\n| **KV: MCP_IDEMPOTENCY**  | `16510bf2...`               | MCP idempotency checks             | mcp-connector, loader                                    |\n| **KV: RATE_LIMITS**      | `8f61d841...`               | Rate limiting                      | gateway                                                  |\n| **KV: SESSIONS**         | `508ba759...`               | OAuth session cache                | gateway                                                  |\n| **R2: FILES**            | `integratewise-files-prod`  | File storage                       | connector, knowledge                                     |\n| **Vectorize**            | `intelligence-embeddings`   | Vector embeddings                  | intelligence, knowledge                                  |\n\n### Supabase (integratewise-4a649)\n\nAll services write to Supabase via REST API (not direct DB connection):\n\n- **Pipeline**: spine entities via PostgREST\n- **MCP Connector**: conversational_memory, org_memory, personal_memory, episodes\n- **Continuity**: session_containers, conversational_memory\n- **Knowledge**: consolidated_memories, triage_results, knowledge_documents (via Neon)\n- **Intelligence**: signals, actions, proposals, decision_memory\n- **Tenants**: profiles, connectors (OAuth callback handling)\n\n---\n\n## Key Architectural Patterns\n\n1. **Pipeline is the Central Nervous System**: The `pipeline-process` queue is the single ingestion point for all data. Every external event flows through the 8-stage normalizer.\n\n2. **Self-Consuming Pipeline**: Pipeline re-enqueues messages between stages (S1→S2→...→S8), making it a self-consuming pipeline.\n\n3. **Fan-out After S8**: After the final pipeline stage, the normalizer fans out to 4 queues simultaneously: `signals`, `intelligence-events`, `accelerator-trigger`, and `knowledge-ingest`.\n\n4. **Governed Cognition Loop**: Signals → Intelligence (SignalAnalyzer) → Proposals → BFF/HITL Gate → ACT_QUEUE → Hermes Executor → Outcomes → Spine writeback.\n\n5. **Memory Consolidation is Queue-Driven**: The `memory-consolidation-tasks` queue drives hourly/daily/weekly memory consolidation, with both cron-triggered and event-triggered producers.\n\n6. **CONNECTOR_STATUS KV is the Shared Coordination Point**: Used by 6+ services for tenant-to-connector mappings, sync status tracking, and OAuth state.\n\n7. **Single D1 Database, Many Table Subsets**: All services share `integratewise-spine-cache` D1 but each uses different table subsets, creating logical partitioning within a single physical database.\n\n8. **Dual-Write**: Data written to both Supabase (SSOT) and D1/KV (edge cache).\n\n9. **Circuit Breaker**: Gateway uses `resilientFetch` with service health probing.\n\n10. **Model Fallback Chain**: AI routes use `modelSwitchFetch` for automatic provider failover.\n\n---\n"}