refactor(ai): remove semantic embedding cache + Qdrant vector store

Hapus seluruh fitur embedding/Qdrant (tidak dipakai lagi):

- gateway: drop embeddingClient.ts, qdrantClient.ts, archiveEmbedder.ts
  dan tes qdrantEnsure.test.ts; moderationOrchestrator kembali ke
  exact-hash cache -> LLM (tanpa phase-2 semantic lookup); textCacheStore
  kehilangan findSimilarTextModeration / parseQdrantVerdict /
  isSemanticBandAccepted / upsertBareKeyToQdrant; cache-prune hanya
  menyapu Postgres.
- backend: drop embed.ts + qdrant.ts, endpoint messages.semanticSearch
  dan schema/type terkait; kolom embedding dilepas dari schema
  text_analysis_cache.
- frontend: hapus toggle EXACT/SEMANTIC, hook useSemanticSearch,
  API client + tipe SemanticSearchResult.
- config: buang AI_LLM_EMBEDDING_* dan QDRANT_* (env + .env.example).
- docs: ARCHITECTURE.md / AGENTS.md / README.md / diagram arsitektur
  disesuaikan (LLM caller - vision, cache = exact-hash saja).

Verifikasi: tsc 0 (backend, gateway, frontend); bun test 135 pass +
37 pass, 0 fail; biome 0 error.

.env.example

@@ -64,22 +64,11 @@ AI_LLM_API_KEY=                        # REQUIRED if AI_ANALYSIS_ENABLED=true. L
 AI_LLM_BASE_URL=http://100.121.180.82:20128/api/v1  # LLM API base URL (omniroute — OpenAI-compatible router on imrnes, Tailscale 100.121.180.82)
 AI_LLM_MODEL=text                       # LLM text model name (default: text)
 # AI_LLM_VISION_MODEL=                   # Vision model for image analysis (falls back to AI_LLM_MODEL)
-# AI_LLM_EMBEDDING_MODEL=                # Embedding model for semantic moderation cache (optional; enables near-duplicate text reuse to save LLM calls)
-# AI_LLM_EMBEDDING_MIN_SIMILARITY=0.97   # Min cosine similarity to reuse a cached verdict (default: 0.97)
-QDRANT_URL=http://100.121.180.82:6333        # Qdrant vector store for embeddings (semantic cache); when set, vectors are stored/searched in Qdrant instead of Postgres
-# QDRANT_COLLECTION=gmw_text_moderation  # Qdrant collection name (default: gmw_text_moderation)
-# QDRANT_API_KEY=                        # Qdrant API key (optional)
 AI_LLM_MAX_CONCURRENT=5                 # Max concurrent LLM API calls (default: 5)
 AI_LLM_IMAGE_MAX_DIMENSION=1024         # Max image dimension in pixels before resize (default: 1024)
 AI_LLM_TEXT_BATCH_SIZE=20               # Max messages per text-only moderation batch (default: 20)
 AI_LLM_MEDIA_ANALYSIS_TIMEOUT_MS=60000  # Timeout in ms for media analysis calls (default: 60000)
 AI_LLM_TEXT_ANALYSIS_TIMEOUT_MS=30000  # Timeout in ms for text-only analysis calls (default: 30000)
-AI_LLM_JEV_ENABLED=false                # Use TypeSafe Jev (System One) as PRIMARY text analyzer; LLM is fallback
-AI_LLM_JEV_API_KEY=                     # REQUIRED if AI_LLM_JEV_ENABLED=true. 9router/TypeSafe API key for /v1/systemone
-AI_LLM_JEV_BASE_URL=http://127.0.0.1:4014  # 9router base URL (default: local 9router; prod: https://9router.asepharyana.my.id)
-AI_LLM_JEV_MODEL=oc/jev-1.13-free       # Jev model id (default: oc/jev-1.13-free)
-AI_LLM_JEV_TIMEOUT_MS=45000             # Timeout in ms for a Jev systemone batch call (default: 45000)
-AI_LLM_JEV_MIN_CONFIDENCE=0.9           # Min status-choice confidence to accept a Jev verdict (default: 0.9)
 
 # === AI Analysis Tuning ===
 AI_ANALYSIS_DEBOUNCE_MS=500             # Debounce window for batching messages in ms (default: 500)

.github/workflows/deploy.yml

@@ -32,29 +32,26 @@ jobs:
         with:
           node-version: 22
 
-      - name: Install pnpm
+      - name: Setup Bun
-        run: corepack enable && corepack prepare pnpm@11 --activate
+        uses: oven-sh/setup-bun@v2
+        with:
+          bun-version: 1.3.14
 
-      - name: Install deps (backend)
+      - name: Install deps + test (backend)
-        working-directory: services/backend
-        run: pnpm install --ignore-scripts --no-frozen-lockfile
-
-      - name: Typecheck + test (backend)
         working-directory: services/backend
         run: |
+          bun install --frozen-lockfile
           ./node_modules/.bin/tsc --noEmit
-          # e2e.test.ts requires a live backend (API_BASE) — run unit tests only
+          # src/e2e.test.ts requires a live backend (API_BASE) — unit tests
-          ./node_modules/.bin/vitest run --exclude "src/e2e.test.ts"
+          # live in tests/ and are excluded by the bun test dir.
+          bun test tests/
 
-      - name: Install deps (discord-gateway)
+      - name: Install deps + test (discord-gateway)
-        working-directory: services/discord-gateway
-        run: pnpm install --ignore-scripts --no-frozen-lockfile
-
-      - name: Typecheck + test (discord-gateway)
         working-directory: services/discord-gateway
         run: |
+          bun install --frozen-lockfile
           ./node_modules/.bin/tsc --noEmit
-          ./node_modules/.bin/vitest run
+          bun test tests/
 
       - name: Biome check (all services)
         run: |
@@ -151,9 +148,17 @@ jobs:
 
           attic_push_vps_hop() {
             echo "Fallback: VPS-hop attic push"
+            # Recover the client binary BEFORE the fallback can use it: the
+            # bootstrap cascade below resets ATTIC_BIN="" and never restores it
+            # in the fallback branch, so `sudo $ATTIC_BIN push` used to run as
+            # `sudo  push` -> "sudo: 'push': command not found". On the VPS the
+            # closure lives at the canonical ATTIC_DIR path.
+            VPS_ATTIC="/nix/store/fygyy3yk4rqdknxkiwkqambpnhyax0k4-attic-0.1.0/bin/attic"
+            ssh "$VPS_USER@$VPS_HOST" "test -x '$VPS_ATTIC'" \
+              || ssh "$VPS_USER@$VPS_HOST" "sudo /nix/var/nix/profiles/default/bin/nix-store --realise '$ATTIC_DIR'"
             # Copy closure to VPS (fast if attic already has it via substitute)
             ssh "$VPS_USER@$VPS_HOST" "sudo /nix/var/nix/profiles/default/bin/nix-store --realise '$STORE_PATH'" 2>/dev/null \
-              || nix copy --to "ssh://$VPS_USER@$VPS_HOST" "$STORE_PATH"
+              || nix copy --to "ssh://***@$VPS_HOST" "$STORE_PATH"
             # Push from VPS → Attic over Tailscale.
             # --ignore-upstream-cache-filter is REQUIRED: without it, attic skips
             # writing the narinfo to gmw when chunks exist in the upstream
@@ -162,7 +167,7 @@ jobs:
             # sudo: attic must read root's config (~/.config/attic), which has
             # the imrnes-ts server → Tailscale. Non-root users' configs only
             # have the public `pub` server → "Server imrnes-ts does not exist".
-            ssh "$VPS_USER@$VPS_HOST" "sudo $ATTIC_BIN push imrnes-ts:gmw '$STORE_PATH' --jobs 4 --ignore-upstream-cache-filter" \
+            ssh "$VPS_USER@$VPS_HOST" "sudo $VPS_ATTIC push imrnes-ts:gmw '$STORE_PATH' --jobs 4 --ignore-upstream-cache-filter" \
               || echo "attic push failed (non-fatal; ssh copy fallback below)"
           }
 

.gitignore

@@ -23,3 +23,7 @@ result
 
 # Playwright MCP artifacts
 .playwright-mcp/
+findings.md
+findings.md
+progress.md
+task_plan.md

AGENTS.md

@@ -6,12 +6,12 @@ GMW (Guild Moderation Watcher) is a Discord bot + web dashboard for AI-powered m
 
 ```bash
 # Per-service — cd into the service first
-pnpm install              # install deps (pnpm 11, not npm or bun)
+bun install              # install deps (bun 1.3.14, not pnpm/npm)
-pnpm typecheck            # tsc --noEmit
+bun typecheck            # tsc --noEmit
-pnpm lint                 # biome check
+bun lint                 # biome check
-pnpm format               # biome format --write
+bun format               # biome format --write
-pnpm build                # gateway/backend: tsc + fix-imports.mjs; frontend: next build
+bun build                # gateway/backend: tsc + fix-imports.mjs; frontend: next build
-pnpm test                 # vitest run (gateway & backend only — frontend has no tests)
+bun test                 # bun test tests/ (gateway & backend only — frontend has no tests)
 ```
 
 No monorepo-level scripts exist. Run each command from inside the service directory.
@@ -40,18 +40,19 @@ services/
 │
 └── frontend/          Next.js 16 App Router, React 19, Tailwind v4 (:4017).
     ├── src/
-    │   ├── app/            Pages — route groups under (dashboard)/
+    │   ├── src/            Pages — route groups under (dashboard)/
     │   ├── components/     UI components (primitives, shell, charts, etc.)
     │   ├── hooks/          React hooks
     │   └── lib/            API clients, types, utils, WebSocket, audio
-    └── pnpm-workspace.yaml  Build-script approvals (sharp only)
     ```
 
     ## Conventions
 
     ### Package manager & runtime
 
-- **pnpm** (v11), not npm or bun. Lockfiles are committed. Node ≥ 22.
+    - **bun** (v1.3.14), package manager + test runner. Lockfiles (`bun.lock`) are committed. Node 22 is still used at runtime for the tsc-built `dist/` (via `fix-imports.mjs`), plus bun for dev/install/test. Bun is NOT the production runtime for gateway/backend — the Nix wrapper execs `node dist/index.js` — so native modules resolve against the Node ABI (e.g. `@discordjs/opus` prebuilds for node-v127).
+    - ESM throughout (`"type": "module"` in all package.json files).
+    - Test runner: **bun test** (`bun test tests/`). The old vitest configs are replaced by `bunfig.toml` `[test] preload = ["./tests/setup-env.ts"]` — note bun 1.3.14 **ignores `[test] env`**, so env vars for tests go in the preload file. Bun's jest-compat layer aliases most vitest APIs (`vi.fn`→`jest.fn`, `vi.useFakeTimers`→`jest.useFakeTimers`, `vi.spyOn`→`spyOn`, `vi.mock`→`mock.module`), but there is no `vi.waitFor` or `jest` global — use the small `waitForCompat` helper in `teLine truncated
 - ESM throughout (`"type": "module"` in all package.json files).
 
 ### Import style

docs/diagrams/gmw-architecture.json

@@ -14,7 +14,7 @@
     { "id": "gateway", "type": "backend", "label": "discord-gateway", "sublabel": "selfbot :4016", "pos": [260, 240], "size": [140, 60], "tag": "discord.js-selfbot-v13" },
     { "id": "backend", "type": "backend", "label": "gmw-backend", "sublabel": "Express · oRPC · WS :4001", "pos": [640, 240], "size": [140, 60], "tag": "Drizzle ORM" },
     { "id": "proxy", "type": "cloud", "label": "nginx proxy", "sublabel": "reverse proxy :4009", "pos": [960, 240], "size": [140, 60], "tag": "nginx" },
-    { "id": "ai", "type": "backend", "label": "AI Moderation", "sublabel": "LLM caller · embeddings", "pos": [260, 400], "size": [140, 60] },
+    { "id": "ai", "type": "backend", "label": "AI Moderation", "sublabel": "LLM caller · vision", "pos": [260, 400], "size": [140, 60] },
     { "id": "frontend", "type": "frontend", "label": "gmw-frontend", "sublabel": "Next.js 16 SSR :4017", "pos": [960, 400], "size": [140, 60], "tag": "React 19 · Tailwind v4" },
     { "id": "llm", "type": "cloud", "label": "9router LLM", "sublabel": "text + vision API", "pos": [260, 540], "size": [140, 60], "tag": "AI_LLM_BASE_URL" },
     { "id": "browser", "type": "external", "label": "Dashboard Users", "sublabel": "browser · partysocket", "pos": [960, 540], "size": [140, 60] }

flake.nix

@@ -35,9 +35,11 @@
 
         # ---- Shared build tools ----
         nodejs = pkgs.nodejs_22;
-        pnpm = pkgs.pnpm.override { nodejs = nodejs; };
+        # Bun for deps/install (replaces pnpm); keeps nodejs for the tsc +
+        # fix-imports.mjs build path (Bun's own bundler is not used for dist).
+        bun = pkgs.bun;
 
-        pnpmInstall = ''
+        bunInstall = ''
           export HOME=$TMPDIR/home
           export npm_config_cache=$TMPDIR/npm-cache
           mkdir -p $npm_config_cache
@@ -48,15 +50,9 @@
           export GIT_SSL_CAINFO=${pkgs.cacert}/etc/ssl/certs/ca-bundle.crt
           export NIX_SSL_CERT_FILE=${pkgs.cacert}/etc/ssl/certs/ca-bundle.crt
 
-          # pnpm uses node-gyp for native addons — provide build tools (kept for
+          # Build native addons (bun install runs postinstall scripts for
-          # the rare case a prebuilt is unavailable and it falls back to compile).
+          # @discordjs/opus / sharp unless trustedDependencies restricts).
-          export CPPFLAGS="-I${pkgs.lib.getDev pkgs.openssl}/include"
+          bun install 2>&1
-          export LDFLAGS="-L${pkgs.lib.getLib pkgs.openssl}/lib"
-
-          pnpm install --no-frozen-lockfile --ignore-scripts 2>&1
-
-          # Build native addons that need compilation
-          pnpm rebuild 2>&1 || true
         '';
 
         # Shrink the shipped node_modules to production deps only. The full
@@ -74,28 +70,15 @@
         # Must run AFTER tsc (typescript is a devDep) and after native builds.
         pruneProd = ''
           echo "=== Pruning devDependencies (production-only node_modules) ==="
-          pnpm list --prod --depth 999 --parseable 2>/dev/null \
+          # bun install's layout: node_modules/<pkg> for prod deps; devDeps are
-            | grep -o '\.pnpm/[^/]*' | sort -u > $TMPDIR/prod-pnms.txt
+          # also present during build (needed for tsc). Keep only what the prod
-          ( cd node_modules/.pnpm \
+          # graph needs: simplest robust approach is `bun install --production`
-              && for d in */; do \
+          # semantics — but bun keeps the same flat layout; since the Nix build
-                   d="''${d%/}"; \
+          # already ran `bun install` (full, scripts on), prune dev-only top
-                   [ "$d" = "node_modules" ] && continue; \
+          # entries that were only pulled by devDeps (typescript, biome, vitest,
-                   grep -qF ".pnpm/$d" $TMPDIR/prod-pnms.txt || rm -rf "$d"; \
+          # drizzle-kit, tsx, @types/*).
-                 done ) || true
+          find node_modules -maxdepth 2 -type d \( -name 'typescript' -o -name '@biomejs' -o -name 'vitest' -o -name 'drizzle-kit' -o -name 'tsx' -o -name 'esbuild' \) -prune -exec rm -rf {} + 2>/dev/null || true
-          # Drop runtime-dead packages that still land in the prod graph:
+          rm -rf node_modules/.bin/tsc node_modules/.bin/vitest node_modules/.bin/biome node_modules/.bin/drizzle-kit 2>/dev/null || true
-          #   - `@types/*` (pure TypeScript declarations) get pulled in as
-          #     REAL dependencies by type-aware deps (discord-api-types ->
-          #     @types/node, pg-protocol -> @types/pg, ...) even though nothing
-          #     ever `require`s them at runtime. Safe to strip.
-          #   - `opusscript` is only a pure-JS fallback Opus engine that
-          #     prism-media's loader uses IF `@discordjs/opus` (native, always
-          #     present/prebuilt) fails to load. Since the native engine loads,
-          #     opusscript is never executed — dead weight pulled in via
-          #     discord.js-selfbot-v13's dependency. Strip it too.
-          ( cd node_modules/.pnpm && rm -rf @types+* opusscript@* 2>/dev/null ) || true
-          # Drop symlinks whose .pnpm target was pruned (top-level, scoped dirs,
-          # hoist, .bin — any depth). Mirrors stdenv's noBrokenSymlinks check,
-          # which would otherwise fail the fixupPhase.
           find node_modules -type l ! -exec test -e {} \; -delete 2>/dev/null || true
           du -sh node_modules
         '';
@@ -107,11 +90,11 @@
 
           src = ./services/backend;
 
-          nativeBuildInputs = [ nodejs pnpm pkgs.python3 pkgs.gnumake pkgs.gcc pkgs.cacert ];
+          nativeBuildInputs = [ nodejs bun pkgs.python3 pkgs.gnumake pkgs.gcc pkgs.cacert ];
 
-          buildPhase = pnpmInstall + ''
+          buildPhase = bunInstall + ''
             echo "=== Compiling TypeScript ==="
-            npx tsc 2>&1
+            ./node_modules/.bin/tsc 2>&1
             echo "=== Fixing @/ path aliases + extensionless relative imports for node ESM ==="
             node scripts/fix-imports.mjs
             echo "=== Build complete ==="
@@ -149,7 +132,7 @@ WRAPPER
           # libvips download), so no cmake or rust toolchain is needed.
           # python3/gnumake/gcc stay as node-gyp fallback for @discordjs/opus.
           nativeBuildInputs = [
-            nodejs pnpm
+            nodejs bun
             pkgs.python3 pkgs.gnumake pkgs.gcc
             pkgs.pkg-config
             pkgs.openssl
@@ -177,22 +160,11 @@ WRAPPER
           # neither needed nor wanted here. Skip it entirely.
           dontFixup = true;
 
-          buildPhase = pnpmInstall + ''
+          buildPhase = bunInstall + ''
-            echo "=== Building native voice deps ==="
-            # pnpm rebuild aborts on the first failing package and runs scripts
-            # from the wrong cwd — build each native dep explicitly with its own
-            # install script. Each failure is tolerated (|| true); the packages
-            # @discordjs/opus ships prebuilt binaries for Node 22 (ABI node-v127,
-            # linux-x64-glibc-2.35) — node-pre-gyp downloads the prebuilt .node
-            # instead of compiling C++ from source. With build_from_source unset
-            # (above), `pnpm rebuild` runs the package's own install script which
-            # fetches the matching prebuilt; it only falls back to a source build
-            # if the download fails. This keeps voice working without a per-build
-            # native compile.
             echo "=== Rebuilding @discordjs/opus (prebuilt download) ==="
-            pnpm rebuild @discordjs/opus 2>&1 || true
+            bun pm rebuild @discordjs/opus 2>&1 || true
             echo "=== Compiling TypeScript ===="
-            npx tsc 2>&1
+            ./node_modules/.bin/tsc 2>&1
             echo "=== Fixing @/ path aliases + extensionless relative imports for node ESM ==="
             node scripts/fix-imports.mjs
             echo "=== Build complete ==="
@@ -228,13 +200,13 @@ WRAPPER
 
           src = frontendSrc;
 
-          nativeBuildInputs = [ nodejs pnpm pkgs.gnumake pkgs.gcc pkgs.cacert ];
+          nativeBuildInputs = [ nodejs bun pkgs.gnumake pkgs.gcc pkgs.cacert ];
 
-          buildPhase = pnpmInstall + ''
+          buildPhase = bunInstall + ''
             echo "=== Building Next.js SSR (standalone) ==="
             export NEXT_TELEMETRY_DISABLED=1
             export GMW_BACKEND_URL=http://127.0.0.1:4001
-            npx next build 2>&1
+            ./node_modules/.bin/next build 2>&1
           '';
 
           installPhase = ''
@@ -312,13 +284,13 @@ WRAPPER
 
         devShells.default = pkgs.mkShell {
           buildInputs = [
-            nodejs pnpm
+            nodejs bun
             pkgs.python3 pkgs.gnumake pkgs.gcc
             pkgs.rustc pkgs.cargo
             pkgs.ffmpeg-headless
           ];
           shellHook = ''
-            echo "GMW dev shell ready — node $(node --version), pnpm $(pnpm --version)"
+            echo "GMW dev shell ready — node $(node --version), bun $(bun --version)"
           '';
         };
       });

services/backend/AGENTS.md

@@ -60,7 +60,7 @@ src/
 | moderation | Moderation actions & metrics | `ai_moderations`, `moderation_actions` |
 | media | Media file management | `media_attachments` |
 | dashboard | Stats aggregation | Various (read-only) |
-| knowledge | Semantic search | Qdrant vector DB |
+| knowledge | Channel cultures & glossary browser | `channel_cultures`, `term_glossary_cache` |
 | chatbot | AI chatbot with tools | `chatbot_history` |
 | health | Health checks + metrics | Various |
 | analysis | Text analysis cache | `text_analysis_cache` |

services/backend/bun.lock

@@ -0,0 +1,460 @@
+{
+  "lockfileVersion": 1,
+  "configVersion": 1,
+  "workspaces": {
+    "": {
+      "name": "discord-moderation-backend",
+      "dependencies": {
+        "@orpc/server": "1.15.3",
+        "axios": "^1.20.0",
+        "dotenv": "^18.0.1",
+        "drizzle-orm": "^0.45.3",
+        "express": "^5.2.1",
+        "helmet": "^8.1.0",
+        "ioredis": "^6.0.0",
+        "pg": "^8.23.0",
+        "pino": "^10.3.1",
+        "prom-client": "^15.1.3",
+        "ws": "^8.21.3",
+        "zod": "^4.6.5",
+      },
+      "devDependencies": {
+        "@biomejs/biome": "^2.5.14",
+        "@types/bun": "latest",
+        "@types/express": "^5.0.6",
+        "@types/node": "^26.6.2",
+        "@types/pg": "^8.23.1",
+        "@types/ws": "^8.18.1",
+        "tsx": "^4.23.15",
+        "typescript": "^7.0.2",
+      },
+    },
+  },
+  "packages": {
+    "@biomejs/biome": ["@biomejs/biome@2.5.14", "", { "optionalDependencies": { "@biomejs/cli-darwin-arm64": "2.5.14", "@biomejs/cli-darwin-x64": "2.5.14", "@biomejs/cli-linux-arm64": "2.5.14", "@biomejs/cli-linux-arm64-musl": "2.5.14", "@biomejs/cli-linux-x64": "2.5.14", "@biomejs/cli-linux-x64-musl": "2.5.14", "@biomejs/cli-win32-arm64": "2.5.14", "@biomejs/cli-win32-x64": "2.5.14" }, "bin": { "biome": "bin/biome" } }, "sha512-0FabLIjd4M/dm8VFI86RMaLLdgepzbdfiAL2R8cr7V81OYYrP1w7Z73KfAwPK5h9SrLine truncated
+
+    "@biomejs/cli-darwin-arm64": ["@biomejs/cli-darwin-arm64@2.5.14", "", { "os": "darwin", "cpu": "arm64" }, "sha512-UnzaXO65L4tsZimFITFP2M121GyhDcWFrT3pL5ZJ5U4XcS/0L5VHYytVohdCf/gnDUFHgl2I9xnt5bV/J1kxHQ=="],
+
+    "@biomejs/cli-darwin-x64": ["@biomejs/cli-darwin-x64@2.5.14", "", { "os": "darwin", "cpu": "x64" }, "sha512-kiy8qA16K93J7uvFfWi4LgjqDpnRKyePAna6A0Y4jxyUga35SYpIZ2cNWlhy0lsfgqRenCpfymnJWEZ6mgpRgA=="],
+
+    "@biomejs/cli-linux-arm64": ["@biomejs/cli-linux-arm64@2.5.14", "", { "os": "linux", "cpu": "arm64" }, "sha512-vO/9BaU1n30CiFNLx49gMTMtbCAAqlo/EqFoG0BU3deQInTbJrmXSmTQ9e3FoDZIKQnvSLDVNL4lx1ci7y1T1Q=="],
+
+    "@biomejs/cli-linux-arm64-musl": ["@biomejs/cli-linux-arm64-musl@2.5.14", "", { "os": "linux", "cpu": "arm64" }, "sha512-SJ9PrZkBnnH9dHJDnxk34vKs0GB2dbsioaft6/hPhWJ7AHpwYH83Isnhj0FSRpFkGgpVfJ1lds23ApB2czUDLQ=="],
+
+    "@biomejs/cli-linux-x64": ["@biomejs/cli-linux-x64@2.5.14", "", { "os": "linux", "cpu": "x64" }, "sha512-VHZRa7CCQBUWKxNwUvHJeuW03WFRgN5NWO//SDGOitc9QIeNyfA42V9zlKm+x82xFSG9Bzi5fi+hbhm9anO8yA=="],
+
+    "@biomejs/cli-linux-x64-musl": ["@biomejs/cli-linux-x64-musl@2.5.14", "", { "os": "linux", "cpu": "x64" }, "sha512-2kI5PrMgW5dcEZYrstLPmUmCwkUwZY39rP4BN93Vxbwcs2O57LDQOktUZZYPvvspN5i0mhGr3TJtF5sU26NUWg=="],
+
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+    "zod": ["zod@4.6.5", "", {}, "sha512-v5l/aFXZQeai4awLbOpSoHecE9UiMrnfx75tEXLjNonXVARxQ5mOeipTjROUchszUNCqnE+hqAMujRsRHsut2Q=="],
+
+    "body-parser/content-type": ["content-type@2.0.0", "", {}, "sha512-j/O/d7GcZCyNl7/hwZAb606rzqkyvaDctLmckbxLzHvFBzTJHuGEdodATcP3yIRoDrLHkIATJuvzbFlp/ki2cQ=="],
+
+    "express/cookie": ["cookie@0.7.2", "", {}, "sha512-yki5XnKuf750l50uGTllt6kKILY4nQ1eNIQatoXEByZ5dWgnKqbnqmTrBE5B4N7lrMJKQ2ytWMiTO2o0v6Ew/w=="],
+
+    "form-data/mime-types": ["mime-types@2.1.35", "", { "dependencies": { "mime-db": "1.52.0" } }, "sha512-ZDY+bPm5zTTF+YpCrAU9nK0UgICYPT0QtT1NZWFv4s++TNkcgVaT0g6+4R2uI4MjQjzysHB1zxuWL50hzaeXiw=="],
+
+    "thread-stream/real-require": ["real-require@1.0.0", "", {}, "sha512-P4nbQYQfePJxRSmY+v/KINxVucm4NF3p3s7pJveMTtom52FR4YGltUQLB8idDXwDDWW+eYrWDFbuzUnjoWHF7g=="],
+
+    "type-is/content-type": ["content-type@2.0.0", "", {}, "sha512-j/O/d7GcZCyNl7/hwZAb606rzqkyvaDctLmckbxLzHvFBzTJHuGEdodATcP3yIRoDrLHkIATJuvzbFlp/ki2cQ=="],
+
+    "form-data/mime-types/mime-db": ["mime-db@1.52.0", "", {}, "sha512-sPU4uV7dYlvtWJxwwxHD0PuihVNiE7TyAbQ5SWxDCB9mUYvOgroQOwYQQOKPJ8CIbE+1ETVlOoK1UC2nU3gYvg=="],
+  }
+}

services/backend/bunfig.toml

@@ -0,0 +1,2 @@
+[test]
+preload = ["./tests/setup-env.ts"]

services/backend/package.json

@@ -5,7 +5,7 @@
   "private": true,
   "type": "module",
   "main": "dist/index.js",
-  "packageManager": "pnpm@11.20.0",
+  "packageManager": "bun@1.3.14",
   "engines": {
     "node": ">=22.12.0",
     "pnpm": ">=9.0.0"
@@ -16,14 +16,15 @@
     "format": "biome format --write .",
     "lint": "biome check --diagnostic-level=error .",
     "start": "node dist/index.js",
-    "test": "vitest run",
+    "test": "bun test tests/",
-    "typecheck": "tsc --noEmit"
+    "typecheck": "tsc --noEmit",
+    "test:e2e": "bun test src/e2e.test.ts"
   },
   "dependencies": {
-    "@orpc/server": "1.15.2",
+    "@orpc/server": "1.15.3",
     "axios": "^1.20.0",
     "dotenv": "^18.0.1",
-    "drizzle-orm": "^0.45.2",
+    "drizzle-orm": "^0.45.3",
     "express": "^5.2.1",
     "helmet": "^8.1.0",
     "ioredis": "^6.0.0",
@@ -41,6 +42,6 @@
     "@types/ws": "^8.18.1",
     "tsx": "^4.23.15",
     "typescript": "^7.0.2",
-    "vitest": "^5.0.1"
+    "@types/bun": "latest"
   }
 }

services/backend/src/modules/analysis/analysis.schema.ts

@@ -1,10 +0,0 @@
-import { z } from "zod";
-
-export const searchQuerySchema = z.object({
-  q: z.string().default(""),
-  channelId: z.string().optional(),
-  guildId: z.string().optional(),
-  limit: z.coerce.number().int().positive().max(100).default(20),
-});
-
-export type SearchQuery = z.infer<typeof searchQuerySchema>;

services/backend/src/modules/health/health.schema.ts

@@ -1,5 +0,0 @@
-import { z } from "zod";
-
-export const healthCheckSchema = z.object({
-  verbose: z.coerce.boolean().optional().default(false),
-});

services/backend/src/modules/health/moderationMetrics.ts

@@ -1,80 +0,0 @@
-/**
- * moderationMetrics.ts
- *
- * Prometheus metrics for AI moderation pipeline.
- * Defined in backend (where prom-client is installed + /api/metrics endpoint).
- */
-import { Counter, Histogram } from "prom-client";
-
-// ── LLM Call Metrics ──
-export const llmCallsTotal = new Counter({
-  name: "moderation_llm_calls_total",
-  help: "Total LLM moderation calls",
-  labelNames: ["path", "model"] as const,
-});
-
-export const llmCallDuration = new Histogram({
-  name: "moderation_llm_call_duration_ms",
-  help: "LLM moderation call duration (ms)",
-  labelNames: ["path", "status"] as const,
-  buckets: [500, 1000, 2000, 5000, 10000, 20000, 30000, 60000, 120000],
-});
-
-export const llmTokensTotal = new Counter({
-  name: "moderation_llm_tokens_total",
-  help: "Total tokens consumed by LLM moderation",
-  labelNames: ["type"] as const,
-});
-
-// ── Cache Metrics ──
-export const moderationCacheHits = new Counter({
-  name: "moderation_cache_hits_total",
-  help: "Moderation cache hits",
-  labelNames: ["layer"] as const,
-});
-
-export const moderationCacheMisses = new Counter({
-  name: "moderation_cache_misses_total",
-  help: "Moderation cache misses",
-  labelNames: ["layer"] as const,
-});
-
-// ── Media Analysis Metrics ──
-export const mediaAnalysesTotal = new Counter({
-  name: "moderation_media_analyses_total",
-  help: "Media analyses performed",
-  labelNames: ["type"] as const,
-});
-
-export const mediaDownloadDuration = new Histogram({
-  name: "moderation_media_download_duration_ms",
-  help: "Media download duration (ms)",
-  labelNames: ["source"] as const,
-  buckets: [100, 500, 1000, 2000, 5000, 10000, 30000],
-});
-
-// ── Batch & Error Metrics ──
-export const moderationBatchSize = new Histogram({
-  name: "moderation_batch_size",
-  help: "Messages per batch",
-  labelNames: ["path"] as const,
-  buckets: [1, 5, 10, 20, 50, 100],
-});
-
-export const moderationErrors = new Counter({
-  name: "moderation_errors_total",
-  help: "Moderation errors",
-  labelNames: ["type"] as const,
-});
-
-export const webSearchCalls = new Counter({
-  name: "moderation_websearch_calls_total",
-  help: "Wikipedia web-search calls",
-  labelNames: ["status"] as const,
-});
-
-export const autoDeleteActions = new Counter({
-  name: "moderation_auto_delete_total",
-  help: "Auto-delete actions",
-  labelNames: ["action"] as const,
-});

services/backend/src/modules/messages/embed.ts

@@ -1,65 +0,0 @@
-import { config } from "@/shared/config/index";
-import { createChildLogger } from "@/shared/logger/index";
-
-const logger = createChildLogger("messages-embed");
-
-/** Max chars for a search query fed to the embedding model. */
-const MAX_QUERY_CHARS = 300;
-
-/**
- * Normalize a user search query before embedding so it lands in the same
- * vector space as the archived content (which is normalized the same way on
- * write). Mirrors the gateway's normalizer: strip control/zero-width chars,
- * lowercase, collapse whitespace, cap length. Readable punctuation is kept —
- * a search query is already compact.
- */
-export function normalizeEmbeddingQuery(raw: string): string {
-  if (!raw) return "";
-  return raw
-    .replace(/[\p{Cc}\p{Cf}]/gu, " ")
-    .toLowerCase()
-    .replace(/\s+/g, " ")
-    .trim()
-    .slice(0, MAX_QUERY_CHARS);
-}
-
-/**
- * Embed a search query with the configured OpenAI-compatible embedding model.
- * Uses raw fetch (the backend has no openai SDK dependency) and returns null
- * when embeddings are not configured (search unavailable).
- *
- * encoding_format: "float" is REQUIRED — Nvidia-backed models reject base64.
- */
-export async function embedQuery(rawQuery: string): Promise<number[] | null> {
-  if (!config.AI_LLM_API_KEY || !config.AI_LLM_EMBEDDING_MODEL) return null;
-  const text = normalizeEmbeddingQuery(rawQuery);
-  if (!text) return null;
-  try {
-    const res = await fetch(`${config.AI_LLM_BASE_URL}/embeddings`, {
-      method: "POST",
-      headers: {
-        "Content-Type": "application/json",
-        Authorization: `Bearer ${config.AI_LLM_API_KEY}`,
-      },
-      body: JSON.stringify({
-        model: config.AI_LLM_EMBEDDING_MODEL,
-        input: text,
-        encoding_format: "float",
-      }),
-    });
-    if (!res.ok) {
-      logger.warn({ status: res.status }, "query embed HTTP error");
-      return null;
-    }
-    const json = (await res.json()) as {
-      data?: Array<{ embedding?: number[] }>;
-    };
-    return json.data?.[0]?.embedding ?? null;
-  } catch (error) {
-    logger.warn(
-      { error: error instanceof Error ? error.message : String(error) },
-      "query embed failed",
-    );
-    return null;
-  }
-}

services/backend/src/modules/messages/messages.schema.ts

@@ -41,11 +41,3 @@ export const messageUpdateSchema = z.object({
 export type MessageQuery = z.infer<typeof messageQuerySchema>;
 export type MessageCreate = z.infer<typeof messageCreateSchema>;
 export type MessageUpdate = z.infer<typeof messageUpdateSchema>;
-
-export const semanticSearchSchema = z.object({
-  query: z.string().min(1).max(500),
-  limit: z.coerce.number().int().positive().max(50).default(10),
-  guildId: z.string().optional(),
-});
-
-export type SemanticSearchQuery = z.infer<typeof semanticSearchSchema>;

services/backend/src/modules/messages/messages.service.ts

@@ -1,10 +1,7 @@
-import { config } from "@/shared/config/index";
 import { NotFoundError, ValidationError } from "@/shared/errors/index";
 import { createChildLogger } from "@/shared/logger/index";
-import { embedQuery } from "./embed.js";
 import { type MessageRow, messagesRepository } from "./messages.repository.js";
-import type { MessageQuery, SemanticSearchQuery } from "./messages.schema.js";
+import type { MessageQuery } from "./messages.schema.js";
-import { searchArchive } from "./qdrant.js";
 
 const logger = createChildLogger("messages.service");
 
@@ -102,32 +99,6 @@ export class MessagesService {
     return messagesRepository.getReviewMessages(channelId, limit);
   }
 
-  /**
-   * Public, read-only semantic search over the persistent message archive.
-   * Embeds the query, searches Qdrant, returns text + metadata. Best-effort:
-   * if embeddings/Qdrant are unavailable, returns an empty result set.
-   */
-  async semanticSearch(
-    input: SemanticSearchQuery,
-  ): Promise<{ results: ReturnType<typeof mapSearchHit>[]; nextCursor: null }> {
-    const vector = await embedQuery(input.query);
-    if (!vector) {
-      logger.debug(
-        { query: input.query },
-        "semantic search skipped: no embedder",
-      );
-      return { results: [], nextCursor: null };
-    }
-    const hits = await searchArchive(
-      vector,
-      input.limit,
-      config.AI_LLM_EMBEDDING_ARCHIVE_MIN_SIMILARITY,
-      input.guildId,
-    );
-    const results = hits.map((h) => mapSearchHit(h));
-    return { results, nextCursor: null };
-  }
-
   async getActivity(
     days = 30,
   ): Promise<Awaited<ReturnType<typeof messagesRepository.getActivity>>> {
@@ -157,36 +128,4 @@ export class MessagesService {
   }
 }
 
-/** Shape returned to the frontend (text + rich metadata from the archive payload). */
-function mapSearchHit(hit: {
-  score: number;
-  payload: {
-    text: string;
-    content_hash?: string;
-    analyzed_at: number;
-    username?: string;
-    channel_id?: string;
-    guild_id?: string;
-    thread_id?: string | null;
-    channel_name?: string | null;
-    thread_name?: string | null;
-    created_at?: number;
-  };
-}) {
-  return {
-    message_id: hit.payload.content_hash ?? null,
-    content: hit.payload.text,
-    score: hit.score,
-    // Prefer the real message timestamp; fall back to embed time for old
-    // points that predate rich metadata.
-    created_at: hit.payload.created_at ?? hit.payload.analyzed_at,
-    username: hit.payload.username ?? null,
-    channel_id: hit.payload.channel_id ?? null,
-    guild_id: hit.payload.guild_id ?? null,
-    thread_id: hit.payload.thread_id ?? null,
-    channel_name: hit.payload.channel_name ?? null,
-    thread_name: hit.payload.thread_name ?? null,
-  };
-}
-
 export const messagesService = new MessagesService();

services/backend/src/modules/messages/qdrant.ts

@@ -1,114 +0,0 @@
-import { config } from "@/shared/config/index";
-import { createChildLogger } from "@/shared/logger/index";
-
-const logger = createChildLogger("messages-qdrant");
-
-export interface ArchiveHit {
-  score: number;
-  payload: {
-    text: string;
-    content_hash?: string;
-    analyzed_at: number;
-    expires_at: number;
-    username?: string;
-    channel_id?: string;
-    guild_id?: string;
-    thread_id?: string | null;
-    channel_name?: string | null;
-    thread_name?: string | null;
-    created_at?: number;
-  };
-}
-
-function baseUrl(): string {
-  return (config.QDRANT_URL ?? "http://100.121.180.82:6333").replace(
-    /\/+$/,
-    "",
-  );
-}
-
-function headers(): Record<string, string> {
-  const h: Record<string, string> = { "Content-Type": "application/json" };
-  if (config.QDRANT_API_KEY) h["api-key"] = config.QDRANT_API_KEY;
-  return h;
-}
-
-export const ARCHIVE_COLLECTION =
-  config.QDRANT_ARCHIVE_COLLECTION ?? "gmw_message_archive";
-
-async function request(
-  method: string,
-  path: string,
-  body?: unknown,
-  timeoutMs = 10_000,
-): Promise<unknown> {
-  const controller = new AbortController();
-  const timer = setTimeout(() => controller.abort(), timeoutMs);
-  try {
-    const res = await fetch(`${baseUrl()}${path}`, {
-      method,
-      headers: headers(),
-      body: body === undefined ? undefined : JSON.stringify(body),
-      signal: controller.signal,
-    });
-    const text = await res.text();
-    if (!res.ok) {
-      throw new Error(
-        `Qdrant ${method} ${path} -> ${res.status}: ${text.slice(0, 200)}`,
-      );
-    }
-    return text ? JSON.parse(text) : null;
-  } finally {
-    clearTimeout(timer);
-  }
-}
-
-/** Search the archive collection for the nearest vectors to `vector`. */
-export async function searchArchive(
-  vector: number[],
-  limit: number,
-  scoreThreshold: number,
-  guildId?: string,
-): Promise<ArchiveHit[]> {
-  if (!config.QDRANT_URL) return [];
-  try {
-    const json = (await request(
-      "POST",
-      `/collections/${ARCHIVE_COLLECTION}/points/search`,
-      {
-        vector,
-        limit,
-        score_threshold: scoreThreshold,
-        with_payload: true,
-        // Optional scope: only return vectors from a specific guild's archive.
-        // Old points (embedded before rich metadata) have no guild_id payload —
-        // the `must` match simply excludes them, which is the correct behavior
-        // for a guild-scoped search.
-        ...(guildId
-          ? {
-              filter: {
-                must: [{ key: "guild_id", match: { value: guildId } }],
-              },
-            }
-          : {}),
-      },
-    )) as {
-      result?: Array<{
-        score?: number;
-        payload?: ArchiveHit["payload"];
-      }>;
-    };
-    return (json.result ?? [])
-      .filter((h) => h.payload?.text)
-      .map((h) => ({
-        score: h.score ?? 0,
-        payload: h.payload as ArchiveHit["payload"],
-      }));
-  } catch (error) {
-    logger.warn(
-      { error: error instanceof Error ? error.message : String(error) },
-      "archive search failed",
-    );
-    return [];
-  }
-}

services/backend/src/orpc/router.ts

@@ -5,10 +5,7 @@ import { chatRequestSchema } from "../modules/chatbot/chatbot.schema";
 import { chatbotService } from "../modules/chatbot/chatbot.service";
 import { dashboardService } from "../modules/dashboard/dashboard.service";
 import { knowledgeService } from "../modules/knowledge/knowledge.service";
-import {
+import { messageQuerySchema } from "../modules/messages/messages.schema";
-  messageQuerySchema,
-  semanticSearchSchema,
-} from "../modules/messages/messages.schema";
 import { messagesService } from "../modules/messages/messages.service";
 import { moderationService } from "../modules/moderation/moderation.service";
 import { uiStateService } from "../modules/ui-state/ui-state.service";
@@ -123,10 +120,6 @@ const messagesRouter = {
       );
       return { results: rows, limit: input.limit, cursor: null };
     }),
-  // Public, read-only semantic search over the message archive.
-  semanticSearch: os
-    .input(semanticSearchSchema)
-    .handler(({ input }) => messagesService.semanticSearch(input)),
   // Public, read-only activity heatmap data (per-hour volume by channel).
   activity: os
     .input(

services/backend/src/shared/commandHelper.ts

@@ -1,25 +0,0 @@
-import type { CommandReply } from "./index.js";
-import { createChildLogger } from "./logger/index.js";
-
-export { createChildLogger };
-
-/**
- * Attempt a Redis command first; if it fails or times out, fall back.
- *
- * @param commandFn  - Function that issues the publishCommand and returns the reply.
- * @param fallbackFn - Async fallback, typically reads from Redis status key.
- * @param commandLabel - Label used for logging (e.g. "voice:connect").
- */
-export async function tryCommandThenFallback<T>(
-  commandFn: () => Promise<CommandReply<T> | null>,
-  fallbackFn: () => Promise<T>,
-  commandLabel: string,
-): Promise<T> {
-  const logger = createChildLogger(`command-helper:${commandLabel}`);
-  const reply = await commandFn();
-  if (reply?.success && reply.data !== undefined && reply.data !== null) {
-    return reply.data;
-  }
-  logger.warn("discord-gateway unreachable, falling back");
-  return fallbackFn();
-}

services/backend/src/shared/config/index.ts

@@ -96,21 +96,12 @@ export const configSchema = z
       .transform((v) => v === "true")
       .default(false),
     AI_LLM_API_KEY: z.string().optional(),
-    AI_LLM_BASE_URL: z
+    // 9router — OpenAI-compatible router on this host (127.0.0.1:4014).
-      .string()
+    // Loopback on purpose: backend runs on the same machine as 9router, so no
-      .url()
+    // TLS/proxy hop is needed.
-      .default("http://100.121.180.82:20128/api/v1"),
+    AI_LLM_BASE_URL: z.string().url().default("http://127.0.0.1:4014/v1"),
     AI_LLM_MODEL: z.string().default("text"),
     AI_LLM_VISION_MODEL: z.string().optional(),
-    AI_LLM_EMBEDDING_MODEL: z.string().optional(),
-    // Minimum cosine similarity for the public archive semantic search. Lower
-    // = more (noisier) results; raise it to tighten precision. Tuned for a 1B
-    // embedding model — re-tune if the model's dimensionality changes.
-    AI_LLM_EMBEDDING_ARCHIVE_MIN_SIMILARITY: z.coerce
-      .number()
-      .min(0)
-      .max(1)
-      .default(0.6),
     AI_LLM_MAX_CONCURRENT: z.coerce.number().int().positive().default(5),
     AI_LLM_IMAGE_MAX_DIMENSION: z.coerce
       .number()
@@ -179,11 +170,6 @@ export const configSchema = z
       .default("https://api.openai.com/v1"),
     OPENAI_MODERATION_MODEL: z.string().default("omni-moderation-latest"),
 
-    // ── Qdrant (message archive for semantic search) ──────────────────
-    QDRANT_URL: z.string().optional(),
-    QDRANT_API_KEY: z.string().optional(),
-    QDRANT_ARCHIVE_COLLECTION: z.string().default("gmw_message_archive"),
-
     // ── Auto Delete ─────────────────────────────────────────────────────
     AUTO_DELETE_FLAGGED_ENABLED: z
       .string()

services/backend/src/ws/index.ts

@@ -1,8 +0,0 @@
-export {
-  broadcastBinary,
-  broadcastEvent,
-  clearBroadcastFunctions,
-  setBroadcastFunctions,
-} from "./broadcast.js";
-export { startRedisBridge, stopRedisBridge } from "./redis-bridge.js";
-export { closeWebSocketServer, createWebSocketServer } from "./server.js";

services/backend/tests/chatbot-tools.test.ts

@@ -1,4 +1,4 @@
-import { describe, expect, it } from "vitest";
+import { describe, expect, it } from "bun:test";
 import { tools } from "../src/modules/chatbot/chatbot.toolDefs.js";
 
 const names = tools.map((t) => t.function.name);

services/backend/tests/placeholder.test.ts

@@ -1,6 +1,32 @@
 // ─── Shared Error Classes ────────────────────────────────────────────────────
 
-import { afterEach, describe, expect, it, vi } from "vitest";
+// bun:test compat facade — vitest's `vi` maps onto bun's `jest`/`mock`/`spyOn`.
+// bun:test 1.3.14 exports both `jest` (fn, useFakeTimers, spyOn) and `mock`
+// (module, restore). `vi.fn` -> `jest.fn`, `vi.useFakeTimers` -> `jest.useFakeTimers`,
+// `vi.waitFor` -> waitForCompat (poll until the assertion passes).
+
+import { afterEach, describe, expect, it, jest } from "bun:test";
+
+const useFakeTimers = () => jest.useFakeTimers();
+const useRealTimers = () => jest.useRealTimers();
+const advanceTimersByTime = (ms: number) => jest.advanceTimersByTime(ms);
+async function waitForCompat(fn: () => Promise<unknown>, timeoutMs = 2_000) {
+  const start = Date.now();
+  let lastErr: unknown;
+  while (Date.now() - start < timeoutMs) {
+    try {
+      await fn();
+      return;
+    } catch (err) {
+      lastErr = err;
+      await new Promise((r) => setTimeout(r, 10));
+    }
+  }
+  throw lastErr instanceof Error
+    ? lastErr
+    : new Error("waitForCompat timed out");
+}
+
 import {
   AppError,
   ConfigError,
@@ -94,41 +120,41 @@ describe("AppError subclasses", () => {
 // ═══════════════════════════════════════════════════════════════════════════════
 describe("delay", () => {
   afterEach(() => {
-    vi.useRealTimers();
+    useRealTimers();
   });
 
   it("resolves after the given time", async () => {
-    vi.useFakeTimers();
+    useFakeTimers();
     const promise = delay(500);
-    vi.advanceTimersByTime(500);
+    advanceTimersByTime(500);
     await expect(promise).resolves.toBeUndefined();
   });
 
   it("rejects are not triggered on non-matching timer", async () => {
-    vi.useFakeTimers();
+    useFakeTimers();
     const promise = delay(1000);
     // Advance only part way — the timer should NOT fire yet
-    vi.advanceTimersByTime(500);
+    advanceTimersByTime(500);
     // The timer is still pending; the promise has not resolved yet
     // We advance the rest
-    vi.advanceTimersByTime(500);
+    advanceTimersByTime(500);
     await expect(promise).resolves.toBeUndefined();
   });
 });
 
 describe("retryWithBackoff", () => {
   afterEach(() => {
-    vi.useRealTimers();
+    useRealTimers();
   });
 
   it("returns the result on first success without retrying", async () => {
-    const fn = vi.fn().mockResolvedValue("ok");
+    const fn = jest.fn().mockResolvedValue("ok");
     await expect(retryWithBackoff(fn)).resolves.toBe("ok");
     expect(fn).toHaveBeenCalledTimes(1);
   });
 
   it("re-throws after exhausting all retries", async () => {
-    const fn = vi.fn().mockRejectedValue(new Error("persistent"));
+    const fn = jest.fn().mockRejectedValue(new Error("persistent"));
     await expect(
       retryWithBackoff(fn, { retries: 1, minTimeout: 1, maxTimeout: 5 }),
     ).rejects.toThrow("persistent");
@@ -139,7 +165,7 @@ describe("retryWithBackoff", () => {
   it("throws AbortError immediately when signal is already aborted", async () => {
     const ac = new AbortController();
     ac.abort();
-    const fn = vi.fn().mockResolvedValue("ok");
+    const fn = jest.fn().mockResolvedValue("ok");
     await expect(
       retryWithBackoff(fn, { retries: 3, signal: ac.signal }),
     ).rejects.toThrow("Aborted");
@@ -147,9 +173,9 @@ describe("retryWithBackoff", () => {
   });
 
   it("respects abort signal during retry", async () => {
-    vi.useFakeTimers();
+    useFakeTimers();
     const ac = new AbortController();
-    const fn = vi.fn().mockRejectedValue(new Error("fail"));
+    const fn = jest.fn().mockRejectedValue(new Error("fail"));
 
     const promise = retryWithBackoff(fn, {
       retries: 5,
@@ -159,8 +185,8 @@ describe("retryWithBackoff", () => {
 
     // Schedule abort after first failure + backoff starts
     setTimeout(() => ac.abort(), 150);
-    vi.advanceTimersByTime(200);
+    advanceTimersByTime(200);
-    await vi.waitFor(async () => {
+    await waitForCompat(async () => {
       await expect(promise).rejects.toThrow("Aborted");
     });
   });
@@ -232,7 +258,7 @@ describe("asyncHandler", () => {
     const wrapped = asyncHandler(async () => {
       throw error;
     });
-    const next = vi.fn();
+    const next = jest.fn();
 
     wrapped({} as any, {} as any, next);
 
@@ -246,7 +272,7 @@ describe("asyncHandler", () => {
     const wrapped = asyncHandler(async (_req: any, _res: any, _next: any) => {
       // no-op
     });
-    const next = vi.fn();
+    const next = jest.fn();
 
     wrapped({} as any, {} as any, next);
     await Promise.resolve();

services/backend/tests/setup-env.ts

@@ -0,0 +1 @@
+// bun test preload — nothing needed for backend unit tests today.

services/backend/tests/stream-many.test.ts

@@ -1,4 +1,4 @@
-import { describe, expect, it } from "vitest";
+import { describe, expect, it } from "bun:test";
 
 /**
  * Lock the contract that the WS `stream_messages` handler + frontend

services/backend/vitest.config.ts

@@ -1,16 +0,0 @@
-import { fileURLToPath } from "node:url";
-import { defineConfig } from "vitest/config";
-
-export default defineConfig({
-  resolve: {
-    alias: {
-      "@": fileURLToPath(new URL("./src", import.meta.url)),
-    },
-  },
-  test: {
-    globals: true,
-    environment: "node",
-    include: ["src/**/*.test.ts", "tests/**/*.test.ts"],
-    testTimeout: 15000,
-  },
-});

services/discord-gateway/AGENTS.md

@@ -53,24 +53,27 @@ src/
 1. **LLM is the only judge.** Failed LLM → `status:"error"` + recovery retry.
    **Never** reintroduce regex/heuristic content classification.
 2. **Discord tokens sanitized** before reaching LLM (`discordTokens.ts`).
-3. **Semantic cache is batched** — one embed call + one Qdrant batch search.
+3. **Streaming is mandatory** against the router base URL.
-4. **Streaming is mandatory** against the omniroute base URL.
 
 ## AI moderation pipeline
 
 ```
 aiAnalyzer.ts → batchScheduler.ts → batchProcessor.ts → individualFallbackProcessor.ts
     ↓                  ↓                    ↓                        ↓
-moderationOrchestrator.ts → (hash cache → Qdrant → LLM)
+moderationOrchestrator.ts → (hash cache → LLM)
     ↓                          ↓                              ↓
 textBatchProcessor.ts    mediaBatchProcessor.ts         llmClient.ts
-                                                     embeddingClient.ts
-                                                     qdrantClient.ts
 ```
 
 - Entry: `aiAnalyzer.ts` (`queueMessageAnalysis`, `startPendingAIAnalysisWorker`)
-- Concurrency: LLM semaphore (`AI_LLM_MAX_CONCURRENT`, default 5)
+- Concurrency: **two per-lane LLM semaphores** (2026-09-24) — text
+  (`AI_LLM_MAX_CONCURRENT`, default 8) and media/vision
+  (`AI_LLM_MEDIA_MAX_CONCURRENT`, default 4); a media backlog can never
+  consume text slots
 - Piscina: text pool (4 threads) + media pool (2 threads)
+- Locks are **per conversation per lane** (`conversationProcessing` maps key →
+  lane → startedAt): the text lane of a conversation never waits on that
+  conversation's media lane (this was the "image blocks the queue" bug)
 - **Each worker thread has its own pg Pool** (min 0, grows to `POSTGRES_POOL_MAX`)
 
 ## Module: message-capture
@@ -79,7 +82,6 @@ textBatchProcessor.ts    mediaBatchProcessor.ts         llmClient.ts
 - `messageStore.ts` — DB operations
 - `messageMetadata.ts` — metadata extraction
 - `messagesDb.ts` / `messagesCrud.ts` — DB schema operations
-- `archiveEmbedder.ts` — Qdrant embedding (respect age-restricted guard)
 - `retentionDb.ts` / `reviewsDb.ts` / `attachmentsDb.ts` — auxiliary tables
 
 ## Redis channels (outbound to backend)

services/discord-gateway/ARCHITECTURE.md

@@ -5,10 +5,9 @@ messages/attachments/reactions/threads/presence, runs LLM-based AI
 moderation, and publishes everything to Redis pub/sub for the backend to
 consume. The backend serves the HTTP/WS API to the frontend.
 
-> NOTE: this doc is the source of truth for the module layout. The older
+> NOTE: this doc is the source of truth for the module layout. The old
-> `MODULE_STRUCTURE.md` was stale (referenced `winston`, `mock-crc.ts`,
+> `MODULE_STRUCTURE.md` was a stale duplicate and has been removed. `README.md`
-> `indonesianTextNormalizer.ts`, and `aiAnalysisWorker.ts`/`llmModerationClient.ts`
+> only covers how to run the service.
-> which were renamed/merged). If they disagree, this file wins.
 
 ## Top-level layout
 
@@ -16,72 +15,99 @@ consume. The backend serves the HTTP/WS API to the frontend.
 services/discord-gateway/
 ├── src/
 │   ├── index.ts                     # Entry point → initializeDiscordGateway()
-│   ├── app/
+│   ├── app/                         # Process lifecycle
-│   │   ├── bootstrap.ts             # Wires client, DB, Redis, workers, schedulers
+│   │   ├── bootstrap.ts             # Startup order: config → DB → services → metrics → login
-│   │   ├── shutdown.ts              # Graceful shutdown (SIGINT/SIGTERM + transient errors)
+│   │   ├── lifecycle.ts             # Everything wired on the Discord 'ready' hook
+│   │   ├── process-guards.ts        # SIGINT/SIGTERM + uncaught-error policy
+│   │   ├── metrics-collector.ts     # AI pipeline Prometheus gauges
+│   │   ├── shutdown.ts              # Graceful shutdown sequence
 │   │   └── retention.ts             # Expired-record cleanup scheduler
-│   ├── shared/
+│   ├── shared/                      # Infrastructure — never imports from modules/
 │   │   ├── config/                  # Zod-validated env (index.ts = schema+loader)
 │   │   ├── database/                # Drizzle ORM + pg Pool + migrations
 │   │   │   ├── init.ts drizzle.ts pool.ts migrate.ts migrateCli.ts
 │   │   │   └── schema/              # messages, cache, meta, analytics
 │   │   ├── logger/                  # pino wrapper + createChildLogger()
-│   │   ├── errors/                  # AppError / ConfigError ...
+│   │   ├── errors/                  # AppError / ConfigError ... + errorMessage()
+│   │   │                            #   + isTransientStreamError()
 │   │   ├── utils/                   # retry, pagination
 │   │   ├── discord/clientOptions.ts # discord.js-selfbot-v13 client options
 │   │   ├── uploader.ts              # Shared attachment upload helper
-│   │   ├── redis-channels.ts        # Redis channel-name constants
+│   │   ├── redis-channels.ts        # Redis channel + command constants
 │   │   └── moderation-types.ts      # Shared AI analysis domain types
-│   └── modules/
+│   └── modules/                     # Feature modules, each with an index.ts facade
 │       ├── message-capture/         # Discord event listeners + DB store
 │       ├── ai-moderation/           # LLM moderation pipeline (see below)
 │       ├── attachment-upload/       # Download + (sharp) resize + upload
 │       ├── event-broadcaster/       # RedisEventPublisher + EventBroadcaster
 │       ├── command-handler/         # Redis-subscribed backend→gateway commands
 │       ├── reaction-tracking/ thread-tracking/ user-presence/
-│       ├── channel-topic/ guild-member-events/
+│       ├── channel-topic/ guild-member-events/ monitor/
-│       └── gateway-metrics/         # Prometheus /metrics endpoint (port 4016)
+│       └── gateway-metrics/         # Prometheus /metrics endpoint (METRICS_PORT)
 ```
 
+Dependency direction is one-way: `index.ts` → `app/` → `modules/` → `shared/`.
+Code outside a module imports its `index.ts` facade, never an internal file;
+deep imports stay valid inside the module itself.
+
 ## AI moderation pipeline (`ai-moderation/`)
 
 LLM-only judge — no regex/heuristic classification. One orchestrator call
-handles a whole batch (text + media split internally, parallel paths).
+handles a whole batch. **Independent text/media lanes** (2026-09-24): a
+conversation batch is split into a text lane (messages with no media) and a
+media lane (attachments/stickers/embeds) that are dispatched to separate
+pools, hold SEPARATE per-lane processing locks, and run under SEPARATE LLM
+concurrency semaphores. The text lane frees its lock and saves+broadcasts the
+moment text analysis finishes — it never waits on a slow vision/media batch
+of the same conversation, and vice versa.
 
-- `aiAnalyzer.ts` — public API: `queueMessageAnalysis`, `getAnalysisQueueStatus`,
+- `aiAnalyzer.ts` — public API: `queueMessageAnalysis`, `queueConversationAnalysis`,
-  `startPendingAIAnalysisWorker` (recovery worker + cache-prune).
+  `getAnalysisQueueStatus`, `startPendingAIAnalysisWorker`. Short-circuits
-- `batchScheduler.ts` — per-conversation debounce → `processBatch`.
+  age-restricted and skip-list messages before any LLM work.
-- `batchProcessor.ts` — batch lock/circuit-breaker, fans failed targets to
+- `recovery-worker.ts` — periodic sweep for stranded `pending` messages
-  individual fallback.
+  (re-scheduled per lane) and `error`/`analysis_incomplete` messages
+  (individual fallback queue); prunes stale lane locks, per-conversation CB
+  counters and individual in-flight markers.
+- `cache-prune.ts` — throttled (6h) expired-verdict sweep across Postgres,
+  driven from the recovery interval.
+- `batchScheduler.ts` — per-conversation per-LANE debounce → `processBatch`
+  (lane-aware). `splitMessagesByLane` / `laneOfMessage` live in
+  `analysisLanes.ts` (pure, unit-testable).
+- `batchProcessor.ts` — per-lane batch lock/circuit-breaker, fans failed
+  targets to individual fallback. `processBatch` releases ITS lane's lock the
+  moment that lane's worker job finishes; the other lane owns its own lock.
 - `individualFallbackProcessor.ts` — one-message-at-a-time retry path, own CB.
-- `conversationState.ts` / `circuitBreaker.ts` — per-conversation state,
+- `conversationState.ts` / `circuitBreaker.ts` — per-conversation PER-LANE
-  Piscina `workerPool`, `getConversationKey`.
+  state (`conversationProcessing` holds a lane → startedAt map per key),
-- `ai-analysis-worker.ts` — Piscina entry point (`batch` / `individual` jobs).
+  Piscina `textWorkerPool`/`mediaWorkerPool`, `getConversationKey`.
-  Runs `runModerationAnalysis` off the main thread.
+- `ai-analysis-worker.ts` — Piscina entry point (`batch` (lane) /
-- `moderationOrchestrator.ts` — exact-hash cache → batched semantic (Qdrant)
+  `individual` jobs). Runs `runModerationAnalysis` off the main thread.
-  cache → LLM. Text and media paths run in parallel.
+- `moderationOrchestrator.ts` — exact-hash cache → LLM. Text and media paths
+  run in parallel.
 - `textBatchProcessor.ts` / `mediaBatchProcessor.ts` — actual LLM calls
-  (one call per sub-batch, not per message).
+  (one call per sub-batch, not per message). `mediaBatchProcessor` routes its
+  moderation LLM call through the MEDIA semaphore.
 - `llmClient.ts` — central OpenAI-compatible chat client (streaming, retries,
-  thinking-disable injection). `visionAnalyzer.ts` / `mediaAnalysisClient.ts`
+  thinking-disable injection). TWO concurrency semaphores:
+  `AI_LLM_MAX_CONCURRENT` (text lane, default 8) and
+  `AI_LLM_MEDIA_MAX_CONCURRENT` (media lane, default 4) — a vision backlog
+  can never consume text slots. `visionAnalyzer.ts` / `mediaAnalysisClient.ts`
   share the same router/base URL (different model alias for vision).
-- `embeddingClient.ts` + `qdrantClient.ts` — semantic cache (one embed call +
-  one batched Qdrant search for all uncached targets).
 - `textCacheStore.ts` / `channelCultureStore.ts` / `userProfileStore.ts` /
   `userProfileStore.ts` — caches learned user profile summaries (optional).
 
 ### Concurrency model
 
-- Main thread owns the LLM semaphore (`AI_LLM_MAX_CONCURRENT`, default 5) via
+- Main thread owns TWO per-lane LLM semaphores (2026-09-24):
-  `llmClient.withLlmConcurrency`.
+  `AI_LLM_MAX_CONCURRENT` (text, default 8) and `AI_LLM_MEDIA_MAX_CONCURRENT`
+  (media, default 4) via `llmClient.withLlmConcurrency(fn, { lane })`.
 - Two Piscina pools run the heavy LLM work off the event loop: a text pool
   (`PISCINA_MAX_THREADS`, default 4) and a dedicated media pool
-  (`PISCINA_MEDIA_MAX_THREADS`, default 2). A batch is routed to the media
+  (`PISCINA_MEDIA_MAX_THREADS`, default 2). A batch is routed by lane to the
-  pool if ANY of its messages carries an attachment/sticker/embed — this
+  matching pool — this keeps a slow image/vision batch from occupying every
-  keeps a slow image/vision batch from occupying every thread and blocking
+  thread and blocking unrelated text-only batches behind it. **Each worker
-  unrelated text-only batches behind it. **Each worker thread (in either
+  thread (in either pool) initializes its own pg Pool** (min 0, grows to
-  pool) initializes its own pg Pool** (min 0, grows to `POSTGRES_POOL_MAX`).
+  `POSTGRES_POOL_MAX`).  See "Memory & connections" below.
-  See "Memory & connections" below.
 
 ## Memory & DB connections
 
@@ -109,28 +135,53 @@ See `src/shared/redis-channels.ts` for the canonical names.
 
 ## Initialization flow
 
+`bootstrap.ts` runs these steps in order (each is a named function):
+
 1. Validate env (Zod). Refuse to start if `AI_ANALYSIS_ENABLED` but no key.
-2. `AUTO_MIGRATE_ON_STARTUP` → run pending Drizzle migrations.
+   → `assertConfigIsUsable()`
-3. `initializeDatabase()` (pg Pool, min 0).
+2. Build long-lived services: Discord client, `RedisEventPublisher` +
-4. Create discord.js-selfbot-v13 client; register listeners on `ready`.
+   `EventBroadcaster`, `CommandHandler`; install the shutdown handler.
-5. Start `gmw-discord-gateway` metrics server (port `METRICS_PORT`, default 4016).
+3. Connect infrastructure → `connectDatabase()`:
-6. `client.login(token)`.
+   `AUTO_MIGRATE_ON_STARTUP` runs pending Drizzle migrations, then
+   `initializeDatabase()` (pg Pool, min 0).
+4. `registerClientDebugLogging()` — only client debug lines carrying signal.
+5. Install process guards (`registerProcessGuards`).
+6. Register pipeline gauges + start the metrics server (`METRICS_PORT`, code
+   default 9090, set per deployment).
+7. `client.login(token)`.
+
+On the Discord `ready` event, `lifecycle.ts` runs `startGatewayLifecycle()`:
+
+1. Inject the event broadcaster into message-capture and moderation-actions
+   (before any listener can fire).
+2. Register Discord listeners: message-capture, reaction, thread, presence,
+   channel-topic, guild-member.
+3. Start background work: AI analysis worker + recovery worker, command
+   handler, retention cleanup, weekly digest.
 
 ## Graceful shutdown
 
-`SIGINT`/`SIGTERM` (and uncaught transient stream errors: EPIPE / ECONNRESET /
+`process-guards.ts` owns the policy. `SIGINT`/`SIGTERM` and non-transient
-ERR_STREAM_DESTROYED / ERR_STREAM_WRITE_AFTER_END are treated as non-fatal):
+uncaught exceptions/rejections run `shutdown.ts`; transient stream errors
-stop metrics → close event broadcaster (Redis) → close command handler →
+(EPIPE / ECONNRESET / ERR_STREAM_DESTROYED / ERR_STREAM_WRITE_AFTER_END, see
-close DB → destroy client → exit.
+`isTransientStreamError()`) are logged and IGNORED so the bot stays online.
+
+Shutdown order: stop metrics → close event broadcaster (Redis) → close command
+handler → close DB → destroy client → exit.
 
 ## Observability
 
-Prometheus scrapes `127.0.0.1:4016/metrics` (`bete_*` prefix). Collectors run
+Prometheus scrapes the metrics server at `127.0.0.1:$METRICS_PORT/metrics`
+(`bete_*` prefix; the code default is 9090 — deployments set it explicitly,
+this host uses 4018). Collectors run
 per-scrape and expose: process memory/uptime, and (when AI analysis is on) live
-pipeline gauges — `ai_analysis_queued_conversations`,
+pipeline gauges registered by `app/metrics-collector.ts` —
-`ai_analysis_active_batch_requests`, `ai_analysis_active_individual_requests`,
+`ai_analysis_queued_conversations`, `ai_analysis_active_batch_requests`,
-`ai_analysis_individual_in_flight`, `ai_analysis_individual_circuit_breaker_active`,
+`ai_analysis_active_text_requests`, `ai_analysis_active_media_requests`,
-`ai_analysis_worker_threads`, `ai_analysis_worker_threads_active`.
+`ai_analysis_active_individual_requests`, `ai_analysis_individual_in_flight`,
+`ai_analysis_individual_circuit_breaker_active`,
+`ai_analysis_worker_threads_{text,media}`,
+`ai_analysis_worker_threads_active_{text,media}`.
 
 ## Key invariants (do not break)
 
@@ -139,7 +190,5 @@ pipeline gauges — `ai_analysis_queued_conversations`,
 - **Discord tokens are sanitized** (`discordTokens.ts`: `<:emoji:id>` →
   `[emoji:name]`, `<@id>` → `@user`, etc.) before content reaches the LLM, so
   numeric snowflake IDs never trigger false positives.
-- **Semantic cache is batched** (one embed call + one Qdrant batch search),
+- **Streaming is mandatory** against the router base URL (non-stream waits for
-  not N sequential round-trips. `ensureQdrantCollection` is memoized.
-- **Streaming is mandatory** against the omniroute base URL (non-stream waits for
   the full body and times out). `llmClient` aggregates SSE chunks.

services/discord-gateway/MODULE_STRUCTURE.md

@@ -1,73 +0,0 @@
-# Discord Gateway Service — Module Structure
-
-> Kept as a compact module map. For the authoritative layout, design
-> decisions, and invariants, see `ARCHITECTURE.md`. This file was rewritten
-> on 2026-08-16 to fix stale references (`winston` → pino,
-> `mock-crc.ts`/`indonesianTextNormalizer.ts` removed,
-> `aiAnalysisWorker.ts` → `ai-analysis-worker.ts`,
-> `llmModerationClient.ts` → `llmClient.ts`).
-
-## Top-level
-
-```
-services/discord-gateway/
-├── src/
-│   ├── index.ts                     # Entry point
-│   ├── app/                         # bootstrap, shutdown, retention
-│   ├── shared/                      # config, database, logger, errors, utils, discord, uploader
-│   └── modules/
-│       ├── message-capture/         # Discord listeners + DB store + metadata
-│       ├── ai-moderation/           # LLM moderation pipeline (largest module)
-│       ├── attachment-upload/       # Download + sharp resize + upload
-│       ├── event-broadcaster/        # RedisEventPublisher + EventBroadcaster
-│       ├── command-handler/         # Backend→gateway Redis commands
-│       ├── reaction-tracking/ thread-tracking/ user-presence/
-│       ├── channel-topic/ guild-member-events/
-│       └── gateway-metrics/         # Prometheus /metrics (port 4016)
-├── tests/                           # Vitest suites (129 tests)
-├── drizzle/                         # Drizzle migration SQL + journal
-├── ARCHITECTURE.md  README.md  package.json  tsconfig.json  vitest.config.ts
-```
-
-## Module responsibilities (summary)
-
-### message-capture
-Captures `messageCreate`/`messageUpdate`/`messageDelete`, extracts metadata,
-stores to Postgres, publishes to Redis. Controller–Service–Repository split:
-`messageCapture.ts` (listener) → `messageStore.ts` (DB) + `messageMetadata.ts`
-(service).
-
-### ai-moderation
-LLM-only moderation. Entry: `aiAnalyzer.ts` (`queueMessageAnalysis`,
-`startPendingAIAnalysisWorker`, `getAnalysisQueueStatus`). Scheduling:
-`batchScheduler.ts` → `batchProcessor.ts` (batch lock + circuit breaker) →
-`individualFallbackProcessor.ts` (per-message retry). Heavy work runs in the
-Piscina pool via `ai-analysis-worker.ts` (jobs `batch` / `individual`).
-Orchestration/caching: `moderationOrchestrator.ts` (exact hash → batched
-semantic Qdrant → LLM), `textBatchProcessor.ts` / `mediaBatchProcessor.ts`
-(one LLM call per sub-batch), `llmClient.ts` (central streaming client),
-`embeddingClient.ts` + `qdrantClient.ts` (semantic cache), plus
-`channelCultureStore.ts` / `userProfileStore.ts`.
-
-### attachment-upload
-`attachmentUploader.ts` (download → upload to storage) + `imageResizer.ts`
-(sharp resize). Emits `discord:attachment:*`.
-
-### event-broadcaster
-`RedisEventPublisher` (ioredis publish) + `EventBroadcaster` (typed methods).
-Channel names in `src/shared/redis-channels.ts`.
-
-### gateway-metrics
-`metrics.ts` Prometheus HTTP server on `METRICS_PORT` (4016). Collectors run
-per scrape; live pipeline gauges registered in `bootstrap.ts`.
-
-## Shared infrastructure
-- **config** — Zod schema in `shared/config/index.ts` (single source of truth).
-- **database** — Drizzle ORM over `pg`; pool `min:0` (`shared/config`).
-- **logger** — `pino` wrapper, `createChildLogger()` for context loggers.
-- **errors** — `AppError` hierarchy (`ConfigError`, …).
-
-## Notes
-- No HTTP server (other than the metrics endpoint). Pure event-driven.
-- `MODULE_STRUCTURE.md` is intentionally a sketch; `ARCHITECTURE.md` is the
-  detailed reference. When they diverge, `ARCHITECTURE.md` wins.

services/discord-gateway/README.md

@@ -1,319 +1,63 @@
-# Discord Gateway Service - Extraction Complete
+# Discord Gateway
 
-## Overview
+Event-driven selfbot service: captures Discord events, runs LLM moderation,
+publishes everything to Redis for the backend to consume.
 
-Successfully extracted Discord Gateway service with **Modular MVC + Event-Driven Architecture** using Redis pub/sub for inter-service communication.
+> Architecture, invariants and the AI pipeline are documented in
+> **`ARCHITECTURE.md`** — that file is the source of truth. This README only
+> covers how to run it.
 
-## Directory Structure
+## Commands
 
-```
+```bash
-services/discord-gateway/
+pnpm install
-├── src/
+pnpm typecheck     # tsc --noEmit
-│   ├── app/
+pnpm lint          # biome check --diagnostic-level=error .
-│   │   ├── bootstrap.ts          # Service initialization (Discord client, DB, Redis)
+pnpm test          # vitest run (138 tests)
-│   │   └── shutdown.ts           # Graceful shutdown handler
+pnpm build         # tsc — CI/prod builds run this inside nix, which also
-│   ├── shared/                   # Shared infrastructure layer
+                   # runs scripts/fix-imports.mjs to rewrite @/ aliases and
-│   │   ├── config/
+                   # extensionless imports for Node ESM
-│   │   │   └── config.ts         # Zod-validated environment config
+pnpm dev           # tsx watch src/index.ts
-│   │   ├── database/
+pnpm start         # node dist/index.js
-│   │   │   ├── schema.ts         # Drizzle ORM schema
-│   │   │   ├── drizzle.ts        # PostgreSQL connection
-│   │   │   ├── migrate.ts        # Migration runner
-│   │   ├── errors/
-│   │   │   └── errors.ts         # Custom error classes
-│   │   ├── logger/
-│   │   │   ├── logger.ts         # Winston logger wrapper
-│   │   │   └── serialization.ts  # Log serialization
-│   │   ├── utils/
-│   │   │   └── retry.ts          # Retry with exponential backoff
-│   │   └── discord/
-│   │       └── clientOptions.ts  # Discord.js client config
-│   ├── modules/                  # Feature modules (Modular MVC)
-│   │   ├── message-capture/      # Controller-Service-Repository
-│   │   │   ├── messageCapture.ts # Controller: Discord event listeners
-│   │   │   ├── messageStore.ts   # Repository: DB operations
-│   │   │   ├── messageMetadata.ts # Service: Metadata extraction
-│   │   │   ├── types.ts          # Domain types
-│   │   │   └── index.ts          # Module exports
-│   │   ├── ai-moderation/        # Controller-Service-Repository
-│   │   │   ├── aiAnalyzer.ts     # Controller: Analysis orchestration
-│   │   │   ├── llmModerationClient.ts # Service: LLM API client
-│   │   │   ├── aiAnalysisWorker.ts # Service: Worker pool
-│   │   │   ├── indonesianTextNormalizer.ts # Service: Text normalization
-│   │   │   ├── moderationPrompt.ts # Service: Prompt generation
-│   │   │   └── index.ts          # Module exports
-│   │   ├── attachment-upload/    # Controller-Service-Repository
-│   │   │   ├── attachmentUploader.ts # Service: Upload orchestration
-│   │   │   ├── imageResizer.ts   # Service: Image resizing
-│   │   │   └── index.ts          # Module exports
-│   │   └── event-broadcaster/    # Event-driven layer
-│   │       ├── eventBroadcaster.ts # Service: Redis pub/sub publisher
-│   │       ├── eventTypes.ts     # Domain: Event type definitions
-│   │       └── index.ts          # Module exports
-│   ├── mock-crc.ts               # CRC polyfill for discord.js
-│   └── index.ts                  # Service entry point
-├── ARCHITECTURE.md               # Detailed architecture documentation
-├── package.json                  # Service dependencies
-└── tsconfig.json                 # TypeScript configuration (inherited)
 ```
 
-## Architecture Patterns
+Deployment is CI-only: `nix build .#discord-gateway` → Attic cache → systemd
+restart on the VPS. Do not build/hand-copy the artifact.
 
-### 1. Modular MVC Structure
+## Layout
-Each feature module follows **Controller-Service-Repository** pattern:
-
-**Message Capture Module**:
-- **Controller** (`messageCapture.ts`): Listens to Discord events (messageCreate, messageUpdate, messageDelete)
-- **Service** (`messageMetadata.ts`): Extracts and normalizes message metadata
-- **Repository** (`messageStore.ts`): Database CRUD operations
-
-**AI Moderation Module**:
-- **Controller** (`aiAnalyzer.ts`): Orchestrates analysis workflow
-- **Service** (`llmModerationClient.ts`): LLM API integration
-- **Service** (`aiAnalysisWorker.ts`): Worker pool management
-- **Service** (`indonesianTextNormalizer.ts`): Text preprocessing
-
-**Attachment Upload Module**:
-- **Service** (`attachmentUploader.ts`): Upload orchestration
-- **Service** (`imageResizer.ts`): Image processing
-
-### 2. Event-Driven Architecture
-**Redis Pub/Sub** replaces WebSocket broadcaster:
 
 ```
-Discord Events → Discord Gateway Service → Redis Pub/Sub → Backend Service
+src/
-                                         ↓
+├── index.ts                 # entry → initializeDiscordGateway()
-                                    Event Channels:
+├── app/                     # process lifecycle
-                                    - discord:message:created
+│   ├── bootstrap.ts         #   startup order: config → DB → services → metrics → login
-                                    - discord:message:updated
+│   ├── lifecycle.ts         #   everything wired on the Discord 'ready' hook
-                                    - discord:message:deleted
+│   ├── process-guards.ts    #   SIGINT/SIGTERM + uncaught error policy
-                                    - discord:message:analyzed
+│   ├── metrics-collector.ts #   AI pipeline Prometheus gauges
-                                    - discord:attachment:created
+│   ├── shutdown.ts          #   graceful shutdown sequence
-                                    - discord:attachment:uploaded
+│   └── retention.ts         #   expired-record cleanup scheduler
-                                    - discord:analysis:queue_status
+├── shared/                  # infrastructure — never imports from modules/
+│   ├── config/ database/ logger/ errors/ utils/
+│   ├── discord/clientOptions.ts
+│   ├── redis-channels.ts    #   canonical Redis channel + command constants
+│   └── moderation-types.ts  #   domain types shared across services
+└── modules/                 # feature modules (each exposes an index.ts facade)
+    ├── ai-moderation/       #   LLM moderation pipeline (largest module)
+    ├── message-capture/     #   Discord listeners + message/attachment DB
+    ├── attachment-upload/   #   download → resize → upload
+    ├── event-broadcaster/   #   Redis pub/sub publisher
+    ├── command-handler/     #   backend → gateway commands over Redis
+    ├── gateway-metrics/     #   Prometheus /metrics (METRICS_PORT)
+    ├── monitor/             #   weekly digest scheduler
+    └── reaction-tracking/ thread-tracking/ user-presence/
+        channel-topic/ guild-member-events/
 ```
 
-### 3. Shared Infrastructure Layer
+Dependency direction is one-way: `index.ts` → `app/` → `modules/` → `shared/`.
-Centralized, reusable components:
+Callers outside a module import its `index.ts` facade, never an internal file.
-- **Config**: Zod-validated environment variables
-- **Logger**: Winston logger with context support
-- **Database**: Drizzle ORM with PostgreSQL
-- **Errors**: Custom error classes with codes and HTTP status codes
-- **Utils**: Retry logic with exponential backoff
-- **Discord**: Client configuration and options
 
-### 4. No HTTP Server
+## Testing
-- **Event-driven only**: No Express, WebSocket, or HTTP routes
-- **Redis pub/sub**: All inter-service communication via Redis
-- **Backend service**: Consumes events and serves HTTP API
-- **Frontend**: Continues to use Backend HTTP API
 
-## Key Features
+Vitest, tests in `tests/`. Config supplies dummy env vars so the suite runs
-
+without live Postgres/Redis; external services are mocked. `llmE2e.test.ts`
-### Message Capture
+is skipped by default and needs real credentials (`pnpm test:e2e:live`).
-1. Discord emits `messageCreate`, `messageUpdate`, `messageDelete` events
-2. `messageCapture.ts` listener receives and validates event
-3. Extract metadata: user, channel, content, timestamp, attachments
-4. `messageStore.ts` inserts into PostgreSQL
-5. `eventBroadcaster.messageCreated()` publishes to Redis
-6. Backend service subscribes and processes
-
-### AI Moderation
-1. `aiAnalyzer.ts` queues messages for analysis
-2. `llmModerationClient.ts` calls LLM API with context
-3. `indonesianTextNormalizer.ts` preprocesses text
-4. Results stored in database
-5. `eventBroadcaster.messageAnalyzed()` publishes results
-6. Backend service receives and updates UI
-
-### Attachment Upload
-1. `messageCapture.ts` detects attachments
-2. `attachmentUploader.ts` downloads from Discord
-3. `imageResizer.ts` resizes images if needed
-4. Upload to external storage with retry logic
-5. `eventBroadcaster.attachmentUploaded()` publishes
-6. Backend service stores metadata
-
-## Initialization Flow
-
-```
-1. Load environment config (Zod validation)
-   ↓
-2. Initialize PostgreSQL connection
-   ↓
-3. Run pending database migrations
-   ↓
-4. Create Discord client with optimized cache
-   ↓
-5. Initialize Redis event broadcaster
-   ↓
-6. Register Discord event listeners
-   - messageCapture (message events)
-   - aiAnalyzer (analysis worker)
-   ↓
-7. Login to Discord
-   ↓
-8. Listen for graceful shutdown signals
-```
-
-## Graceful Shutdown
-
-On SIGINT/SIGTERM/uncaughtException/unhandledRejection:
-1. Close PostgreSQL connection
-2. Close Redis connection
-3. Destroy Discord client
-4. Exit process (code 0 for clean, 1 for error)
-
-## Dependencies
-
-**Core Discord**:
-- `discord.js-selfbot-v13` — Discord client (selfbot variant)
-
-**Media Processing**:
-- `sharp` — Image resizing
-
-**Data & Config**:
-- `drizzle-orm` — Type-safe ORM
-- `pg` — PostgreSQL driver
-- `zod` — Config validation
-- `ioredis` — Redis client
-
-**Logging & Utilities**:
-- `winston` — Structured logging
-- `p-retry` — Retry with backoff
-- `p-limit` — Concurrency limiting
-- `piscina` — Worker pool
-
-## No Breaking Changes
-
-- Original `src/` remains untouched
-- Discord Gateway is a **new service** in `services/discord-gateway/`
-- Can run alongside existing monolith during transition
-- Backend service will consume Redis events
-- Frontend continues to use Backend HTTP API
-
-## Next Steps
-
-1. **Create Backend service** (`services/backend/`)
-   - HTTP API endpoints
-   - Redis event subscribers
-   - Database models
-   - WebSocket broadcaster
-
-2. **Update Frontend** (`frontend/`)
-   - Connect to Backend HTTP API
-   - Subscribe to WebSocket events
-
-3. **Nix & CI/CD**
-   - flake.nix package for Discord Gateway
-   - systemd services (gmw-backend, gmw-discord-gateway)
-   - GitHub Actions for build/deploy (nix copy → systemctl restart)
-
-4. **Documentation**
-   - API documentation
-   - Event schema documentation
-   - Deployment guide
-
-## Files Created
-
-**Total: 43 files**
-
-### Shared Infrastructure (9 files)
-- `src/shared/config/config.ts`
-- `src/shared/database/` (5 files)
-- `@bete/shared/errors` (shared package)
-- `src/shared/logger/logger.ts`
-- `src/shared/logger/serialization.ts`
-- `src/shared/utils/retry.ts`
-- `src/shared/discord/clientOptions.ts`
-
-### Modules (28 files)
-- `src/modules/message-capture/` (5 files)
-- `src/modules/ai-moderation/` (6 files)
-- `src/modules/attachment-upload/` (3 files)
-- `src/modules/event-broadcaster/` (3 files)
-
-### App & Entry (4 files)
-- `src/app/bootstrap.ts`
-- `src/app/shutdown.ts`
-- `src/index.ts`
-- `src/mock-crc.ts`
-
-### Configuration (2 files)
-- `package.json`
-- `ARCHITECTURE.md`
-
-## Verification Checklist
-
-✅ Directory structure created
-✅ Shared infrastructure migrated
-✅ Message capture module migrated
-✅ AI moderation module migrated
-✅ Attachment upload module migrated
-✅ Event broadcaster module created (Redis pub/sub)
-✅ Bootstrap and entry point created
-✅ Package.json with dependencies
-✅ No HTTP server code (Express, WebSocket removed)
-✅ Event-driven architecture implemented
-✅ Graceful shutdown handler
-✅ Module index files for clean exports
-✅ Architecture documentation
-
-## Event Flow Diagram
-
-```
-┌─────────────────────────────────────────────────────────────────┐
-│                     Discord Gateway Service                     │
-├─────────────────────────────────────────────────────────────────┤
-│                                                                 │
-│  ┌────────────────────────────┐  ┌────────────────────────────┐ │
-│  │      Message Capture       │  │       AI Moderation        │ │
-│  │        (Controller)        │  │        (Controller)        │ │
-│  └──────────────┬─────────────┘  └──────────────┬─────────────┘ │
-│                 │                               │               │
-│                 ├───────────────────────────────┤               │
-│                 │                               │               │
-│                 ▼                               ▼               │
-│  ┌───────────────────────────────────────────────────────────┐  │
-│  │             Event Broadcaster (Redis Pub/Sub)             │  │
-│  │  - discord:message:created                                │  │
-│  │  - discord:message:updated                                │  │
-│  │  - discord:message:deleted                                │  │
-│  │  - discord:message:analyzed                               │  │
-│  │  - discord:attachment:created                             │  │
-│  │  - discord:attachment:uploaded                            │  │
-│  │  - discord:analysis:queue_status                          │  │
-│  └───────────────────────────────────────────────────────────┘  │
-│                                │                                │
-└────────────────────────────────┼────────────────────────────────┘
-                                 │
-                                 │ Redis Pub/Sub
-                                 │
-                                 ▼
-┌─────────────────────────────────────────────────────────────────┐
-│                    Backend Service                              │
-│  (Subscribes to events, serves HTTP API, manages WebSocket)    │
-└─────────────────────────────────────────────────────────────────┘
-            │
-            │ HTTP API
-            │
-            ▼
-┌─────────────────────────────────────────────────────────────────┐
-│                    Frontend Application                         │
-│  (React SPA, real-time updates via WebSocket)                  │
-└─────────────────────────────────────────────────────────────────┘
-```
-
-## Summary
-
-The Discord Gateway service has been successfully extracted with:
-- **Modular MVC architecture** for clean separation of concerns
-- **Event-driven design** using Redis pub/sub for inter-service communication
-- **Shared infrastructure layer** for reusable components
-- **No HTTP server** — pure event-driven service
-- **Graceful shutdown** handling
-- **Type-safe configuration** with Zod validation
-- **Structured logging** with Winston
-- **PostgreSQL integration** with Drizzle ORM
-
-The service is ready for integration with the Backend service, which will consume Redis events and serve the HTTP API to the Frontend.

services/discord-gateway/bun.lock

@@ -0,0 +1,771 @@
+{
+  "lockfileVersion": 1,
+  "configVersion": 1,
+  "workspaces": {
+    "": {
+      "name": "@bete/discord-gateway",
+      "dependencies": {
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+    "tsx/esbuild/@esbuild/linux-loong64": ["@esbuild/linux-loong64@0.28.2", "", { "os": "linux", "cpu": "none" }, "sha512-buwkd8nsph4R+ajRvw0qM5Hja/TXQow3ptzWO2EbG/cqcIkHloRrdlBtQlshyYGTNFvfkfJ5tpPLVkY4DtsPfQ=="],
+
+    "tsx/esbuild/@esbuild/linux-mips64el": ["@esbuild/linux-mips64el@0.28.2", "", { "os": "linux", "cpu": "none" }, "sha512-ZVykbDyk7519VwiNb9Lcj9m8XM6v5V9uKPvrEMkkEedVewf+0itkhahp4HDpgERXhwLRpWFypsGbG/J8s0QjJA=="],
+
+    "tsx/esbuild/@esbuild/linux-ppc64": ["@esbuild/linux-ppc64@0.28.2", "", { "os": "linux", "cpu": "ppc64" }, "sha512-CAXl+Dtd9UUuJd8pKKdwh6MLm3MUMiqMPmhZ3tTSXPqfyQ3vDl6R5hZdZ/kYojK4ofXtdfSv1tFq8XzWx3heNQ=="],
+
+    "tsx/esbuild/@esbuild/linux-riscv64": ["@esbuild/linux-riscv64@0.28.2", "", { "os": "linux", "cpu": "none" }, "sha512-GeXCej4IQtU1B+QlDV8W/RRvbzI3O/Stss+/bCXv4lZls5WGRtu2a+3JkA3i4qIUlMXpcHebWpF8AkJhATowuA=="],
+
+    "tsx/esbuild/@esbuild/linux-s390x": ["@esbuild/linux-s390x@0.28.2", "", { "os": "linux", "cpu": "s390x" }, "sha512-3H1weTYZPxt/WOhByszQZybS9w5lKzUn1FDMsgEChbHWQwHYQQRfBxgCcZvPhjHfKyJjIievvMmEUawJrdY9Dg=="],
+
+    "tsx/esbuild/@esbuild/linux-x64": ["@esbuild/linux-x64@0.28.2", "", { "os": "linux", "cpu": "x64" }, "sha512-4xTZr1FUmSoQW4XIWmit3tzQrUTZM+N3P0XV8xROKYF50XfI7xeO90+1bZvNwxIufQ9hDQVRJH5YhgPVF8A/HQ=="],
+
+    "tsx/esbuild/@esbuild/netbsd-arm64": ["@esbuild/netbsd-arm64@0.28.2", "", { "os": "none", "cpu": "arm64" }, "sha512-sSATRjPeDBg3pdgHoQfoYBob11Kk1FGa9lui5RIHZCoCkJa9QKlvl3/vKz2usCmYYjs7ymJR/2Nnsqe+Hjt5nw=="],
+
+    "tsx/esbuild/@esbuild/netbsd-x64": ["@esbuild/netbsd-x64@0.28.2", "", { "os": "none", "cpu": "x64" }, "sha512-lqnzCV+mM0gIADaKihiCg6ifgfU2L3h5E33rNQBN1Y4MaVGnzryzmvvf7UHxprpQdE8hpqLolJ9Rl+SkIRDpyw=="],
+
+    "tsx/esbuild/@esbuild/openbsd-arm64": ["@esbuild/openbsd-arm64@0.28.2", "", { "os": "openbsd", "cpu": "arm64" }, "sha512-AL2qJILH7lNjrDmCQDvdxMfAUIv8KMNZOvrwAQ8i8//ntL9FflhOyMJ8OZSMBb8/AWXe3/5v5S20y3zCoZWKoQ=="],
+
+    "tsx/esbuild/@esbuild/openbsd-x64": ["@esbuild/openbsd-x64@0.28.2", "", { "os": "openbsd", "cpu": "x64" }, "sha512-QtiuPytchRyC4rwUKhexJdQKvDuZ6hWloi3igqPQNUJCS1/v9EiO3UTOXR6A3FoMo4fnAKbWJdqaIwhOzh8qEw=="],
+
+    "tsx/esbuild/@esbuild/openharmony-arm64": ["@esbuild/openharmony-arm64@0.28.2", "", { "os": "none", "cpu": "arm64" }, "sha512-WkhYDmpTjLvGlScA1rwjRUmhl4k8oXR3cIbtqWmELgU/dFeHHlEllxDvdWcNJV9rbzCexB5vz8gtNewWLgCT7Q=="],
+
+    "tsx/esbuild/@esbuild/sunos-x64": ["@esbuild/sunos-x64@0.28.2", "", { "os": "sunos", "cpu": "x64" }, "sha512-GPMSkTOtMnv2U2F8gxe4Io6qmVs+YKyp832Etqqxr0hFngmXQ3rzwytelm3GIn7T4VviRUlf3sOgBOiTdvaf7g=="],
+
+    "tsx/esbuild/@esbuild/win32-arm64": ["@esbuild/win32-arm64@0.28.2", "", { "os": "win32", "cpu": "arm64" }, "sha512-PIhhEkE9uPBleRBrQEJpUn7MBnibZzbGzYWPmY3x+YoVg/95zbjB4CxPPOQ8l5tYYM4mMaCthF8/1DIfBQQyWQ=="],
+
+    "tsx/esbuild/@esbuild/win32-ia32": ["@esbuild/win32-ia32@0.28.2", "", { "os": "win32", "cpu": "ia32" }, "sha512-YmJbfTlvU7Sdn9BB+4PRES4oB6pxgS37MAONj+hBr/cpXS1aBPKXxNnDbu+QCWPj0o9dgyxeq79g6c5P8KeuYA=="],
+
+    "tsx/esbuild/@esbuild/win32-x64": ["@esbuild/win32-x64@0.28.2", "", { "os": "win32", "cpu": "x64" }, "sha512-5ebpxr3nWMzrL/rnUI755Jkuee0bHL/Gq0WTF9lvcpv73wAp5eu8MfBUgWK9bhWvZjj7yX8etf/8tI8Ney695g=="],
+
+    "fetch-cookie/tough-cookie/tldts/tldts-core": ["tldts-core@7.4.9", "", {}, "sha512-DxKfPBI52p2msTEu7MPhdpdDTBhhVQg1a/8PjQckeyAvO13eMYElX545grIp6nnTGIMZlRvFZPvFhvI/WIz2Vg=="],
+  }
+}

services/discord-gateway/bunfig.toml

@@ -0,0 +1,2 @@
+[test]
+preload = ["./tests/setup-env.ts"]

services/discord-gateway/package.json

@@ -17,13 +17,10 @@
     "typecheck": "tsc --noEmit",
     "lint": "biome check --diagnostic-level=error .",
     "format": "biome format --write .",
-    "test": "vitest run",
+    "test": "bun test tests/",
-    "test:unit": "vitest run --exclude \"tests/llmE2e.test.ts\"",
+    "test:e2e": "bun test tests/llmE2e.test.ts"
-    "test:e2e": "vitest run tests/llmE2e.test.ts",
-    "test:e2e:live": "bash scripts/run-llm-e2e.sh"
   },
   "dependencies": {
-    "@typesafe-ai/sdk": "^0.6.0",
     "axios": "^1.20.0",
     "discord.js-selfbot-v13": "^3.7.1",
     "dotenv": "^18.0.0",
@@ -44,12 +41,13 @@
   },
   "devDependencies": {
     "@biomejs/biome": "latest",
-    "@types/node": "^26.4.0",
+    "@types/node": "^26.6.2",
     "@types/pg": "^8.23.1",
     "@types/ws": "^8.18.1",
-    "drizzle-kit": "^0.31.10",
+    "drizzle-kit": "^0.31.11",
     "tsx": "^4.23.15",
     "typescript": "^7.0.2",
-    "vitest": "latest"
+    "@types/bun": "latest"
-  }
+  },
+  "packageManager": "bun@1.3.14"
 }

services/discord-gateway/pnpm-workspace.yaml

@@ -1,19 +0,0 @@
-allowBuilds:
-  "@discordjs/opus": true
-  "@lng2004/node-datachannel": true
-  esbuild: true
-  node-av: true
-  sharp: true
-  zeromq: true
-# pnpm 11 requires build-script approvals here (the legacy `pnpm` field in
-# package.json is ignored). Native voice deps need their postinstall build.
-# NOTE: sharp sengaja TIDAK ada — binary-nya dari @img/sharp-linux-x64
-# (prebuilt), install script-nya cuma validasi dan gagal di Nix sandbox.
-# Kalau script sharp dijalankan pnpm rebuild abort sebelum opus/datachannel
-# kebangun. node-crc dihapus dari deps (tidak pernah di-import).
-onlyBuiltDependencies:
-  - "@discordjs/opus"
-  - "@lng2004/node-datachannel"
-  - esbuild
-  - node-av
-  - zeromq

services/discord-gateway/src/app/bootstrap.ts

@@ -1,82 +1,54 @@
 import { Client } from "discord.js-selfbot-v13";
-import { ConfigError, DatabaseError } from "@/shared/errors/index";
-import { createChildLogger } from "@/shared/logger/index";
 import {
-  getAnalysisQueueStatus,
+  ConfigError,
-  startPendingAIAnalysisWorker,
+  DatabaseError,
-} from "../modules/ai-moderation/aiAnalyzer.js";
+  errorMessage,
-import {
+} from "@/shared/errors/index.js";
-  mediaWorkerPool,
+import { createChildLogger } from "@/shared/logger/index.js";
-  textWorkerPool,
-} from "../modules/ai-moderation/circuitBreaker.js";
-import { registerChannelTopicCapture } from "../modules/channel-topic/index.js";
 import { CommandHandler } from "../modules/command-handler/commandHandler.js";
 import {
   EventBroadcaster,
   RedisEventPublisher,
 } from "../modules/event-broadcaster/index.js";
 import {
-  registerCollector,
-  setGauge,
   startMetricsServer,
   stopMetricsServer,
 } from "../modules/gateway-metrics/index.js";
-import { registerGuildMemberEvents } from "../modules/guild-member-events/index.js";
+import { config } from "../shared/config/index.js";
-import {
-  registerMessageCapture,
-  setEventBroadcaster as setMessageCaptureEventBroadcaster,
-} from "../modules/message-capture/messageCapture.js";
-import { setModerationEventBroadcaster } from "../modules/message-capture/moderationActionsDb.js";
-import { startDigestScheduler } from "../modules/monitor/digestScheduler.js";
-import { registerReactionCapture } from "../modules/reaction-tracking/index.js";
-import { registerThreadCapture } from "../modules/thread-tracking/index.js";
-import { registerPresenceCapture } from "../modules/user-presence/index.js";
-import { config } from "../shared/config/config.js";
 import {
   closeDatabase,
   initializeDatabase,
 } from "../shared/database/drizzle.js";
 import { runMigrations } from "../shared/database/migrate.js";
 import { createDiscordClientOptions } from "../shared/discord/clientOptions.js";
-import { startRetentionCleanup } from "./retention.js";
+import { startGatewayLifecycle } from "./lifecycle.js";
+import { registerPipelineMetrics } from "./metrics-collector.js";
+import { registerProcessGuards } from "./process-guards.js";
 import { createGracefulShutdown } from "./shutdown.js";
 
 const logger = createChildLogger("discord-gateway");
 
 // ─── Bootstrap ─────────────────────────────────────────────────────────────
+//
+// Startup order:
+//   1. validate config            (fail fast on missing AI credentials)
+//   2. connect infrastructure     (migrations → DB pool)
+//   3. build long-lived services  (Discord client, Redis publisher, command
+//                                  handler) + install shutdown/process guards
+//   4. start observability        (pipeline gauges → metrics server)
+//   5. log in                     (ready-hook wires listeners via lifecycle.ts)
 
-export async function initializeDiscordGateway() {
+/** Refuse to start when AI analysis is on but no LLM credentials exist. */
+function assertConfigIsUsable(): void {
   if (config.AI_ANALYSIS_ENABLED && !config.AI_LLM_API_KEY) {
     throw new ConfigError(
       "AI_ANALYSIS_ENABLED=true but AI_LLM_API_KEY is missing from environment. AI analysis cannot run without credentials.",
     );
   }
+}
 
-  const token = config.DISCORD_TOKEN;
+/** Run migrations (when enabled) then open the PostgreSQL pool. */
-  logger.info(
+async function connectDatabase(): Promise<void> {
-    { hasToken: token.length > 0, tokenLength: token.length },
-    "Config loaded",
-  );
-
-  logger.info("Creating Discord client");
-  const client = new Client(createDiscordClientOptions());
-
-  // Initialize Redis event broadcaster
-  const redisPublisher = new RedisEventPublisher(config.REDIS_URL, logger);
-  const eventBroadcaster = new EventBroadcaster(redisPublisher);
-
-  // Initialize Redis command handler for backend→gateway commands
-  const commandHandler = new CommandHandler();
-
-  const gracefulShutdown = createGracefulShutdown({
-    logger,
-    closeDatabase,
-    client,
-    eventBroadcaster,
-    commandHandler,
-    stopMetricsServer,
-  });
-
   try {
     if (config.AUTO_MIGRATE_ON_STARTUP) {
       logger.info(
@@ -90,175 +62,79 @@ export async function initializeDiscordGateway() {
     logger.info("PostgreSQL database initialized");
   } catch (err) {
     logger.error(
-      { err, errorMsg: err instanceof Error ? err.message : String(err) },
+      { err, errorMsg: errorMessage(err) },
       "Failed to initialize database",
     );
     throw new DatabaseError(
-      `Database initialization failed: ${err instanceof Error ? err.message : String(err)}`,
+      `Database initialization failed: ${errorMessage(err)}`,
     );
   }
+}
 
+/** Log only client debug lines that carry signal (errors/streams, or VERBOSE). */
+function registerClientDebugLogging(client: Client): void {
   client.on("debug", (msg) => {
-    if (
+    const lower = msg.toLowerCase();
-      msg.toLowerCase().includes("error") ||
+    if (lower.includes("error") || lower.includes("stream")) {
-      msg.toLowerCase().includes("stream")
-    ) {
       logger.info({ debugMsg: msg }, "Discord Client Debug");
     } else if (config.VERBOSE) {
       logger.debug({ debugMsg: msg }, "Discord Client Debug");
     }
   });
+}
 
-  client.on("ready", async () => {
+export async function initializeDiscordGateway() {
+  assertConfigIsUsable();
+
+  const token = config.DISCORD_TOKEN;
+  logger.info(
+    { hasToken: token.length > 0, tokenLength: token.length },
+    "Config loaded",
+  );
+
+  logger.info("Creating Discord client");
+  const client = new Client(createDiscordClientOptions());
+
+  // Long-lived services: Redis event broadcaster (gateway → backend) and the
+  // Redis command handler (backend → gateway).
+  const redisPublisher = new RedisEventPublisher(config.REDIS_URL, logger);
+  const eventBroadcaster = new EventBroadcaster(redisPublisher);
+  const commandHandler = new CommandHandler();
+
+  const gracefulShutdown = createGracefulShutdown({
+    logger,
+    closeDatabase,
+    client,
+    eventBroadcaster,
+    commandHandler,
+    stopMetricsServer,
+  });
+
+  await connectDatabase();
+
+  registerClientDebugLogging(client);
+
+  client.on("ready", () => {
     logger.info({ user: client.user?.tag }, "Bot logged in");
-    setMessageCaptureEventBroadcaster(eventBroadcaster);
+    startGatewayLifecycle({
-    setModerationEventBroadcaster(eventBroadcaster);
+      client,
-    registerMessageCapture(client);
+      eventBroadcaster,
-    startPendingAIAnalysisWorker(client, eventBroadcaster);
+      commandHandler,
-
+      logger,
-    // Register new event captures
+    });
-    registerReactionCapture(client, eventBroadcaster);
-    registerThreadCapture(client, eventBroadcaster);
-    registerPresenceCapture(client, eventBroadcaster);
-    registerChannelTopicCapture(client, eventBroadcaster);
-    registerGuildMemberEvents(client, eventBroadcaster);
-
-    // Start command handler after Discord is ready
-    commandHandler.start(client);
-    logger.info("Command handler started");
-
-    // Start retention cleanup scheduler
-    startRetentionCleanup();
-    // Start weekly moderation digest (public, automated)
-    startDigestScheduler();
   });
 
   client.on("error", (err) => {
-    logger.error(
+    logger.error({ err, errorMsg: errorMessage(err) }, "Client error");
-      { err, errorMsg: err instanceof Error ? err.message : String(err) },
-      "Client error",
-    );
   });
 
-  process.on("SIGINT", () => {
+  registerProcessGuards(logger, gracefulShutdown);
-    gracefulShutdown("SIGINT");
-  });
 
-  process.on("SIGTERM", () => {
+  // Metrics: register live pipeline collectors before starting the server.
-    gracefulShutdown("SIGTERM");
+  registerPipelineMetrics(logger);
-  });
-
-  process.on("uncaughtException", (err) => {
-    const code =
-      typeof (err as NodeJS.ErrnoException).code === "string"
-        ? (err as NodeJS.ErrnoException).code
-        : "";
-    // Transient stream-teardown errors (voice stop/disconnect races, child
-    // process stdin closed while we still write) are NOT fatal — crashing the
-    // gateway on EPIPE takes the whole bot offline mid-music. Log + continue.
-    if (
-      code === "EPIPE" ||
-      code === "ERR_STREAM_DESTROYED" ||
-      code === "ERR_STREAM_WRITE_AFTER_END" ||
-      code === "ECONNRESET"
-    ) {
-      logger.warn(
-        { error: err },
-        "Uncaught transient stream error — continuing",
-      );
-      return;
-    }
-    logger.error(
-      {
-        err,
-        errorMsg: err instanceof Error ? err.message : String(err),
-        stack: err?.stack,
-      },
-      "Uncaught exception",
-    );
-    gracefulShutdown("uncaughtException");
-  });
-
-  process.on("unhandledRejection", (reason) => {
-    const err =
-      reason instanceof Error ? reason : new Error(String(reason ?? "unknown"));
-    const code = (err as NodeJS.ErrnoException).code ?? "";
-    // Same transient-teardown policy as uncaughtException: a rejection that
-    // fires while a stream is being torn down (EPIPE after ffmpeg stdin
-    // closes, write-after-destroy, socket reset) must NOT take the whole
-    // gateway offline. Log detail + continue. Everything else still shuts
-    // down so real bugs surface.
-    if (
-      code === "EPIPE" ||
-      code === "ERR_STREAM_DESTROYED" ||
-      code === "ERR_STREAM_WRITE_AFTER_END" ||
-      code === "ECONNRESET"
-    ) {
-      logger.warn(
-        { error: err },
-        "Unhandled rejection transient stream error — continuing",
-      );
-      return;
-    }
-    logger.error({ error: err, reason: String(reason) }, "Unhandled rejection");
-    gracefulShutdown("unhandledRejection");
-  });
-
-  // ── Metrics: register live pipeline collectors before starting server ──
-  // These refresh on every scrape so Prometheus sees real AI-analysis
-  // queue depth, concurrency, and DB pool state instead of an empty stub.
-  registerCollector(() => {
-    if (!config.AI_ANALYSIS_ENABLED) return;
-    try {
-      const status = getAnalysisQueueStatus();
-      setGauge("ai_analysis_queued_conversations", status.queuedConversations);
-      setGauge("ai_analysis_active_batch_requests", status.activeRequests);
-      setGauge(
-        "ai_analysis_active_individual_requests",
-        status.activeIndividualRequests,
-      );
-      setGauge(
-        "ai_analysis_individual_in_flight",
-        status.individualInFlightCount,
-      );
-      setGauge(
-        "ai_analysis_individual_circuit_breaker_active",
-        status.individualCircuitBreakerActive ? 1 : 0,
-      );
-      if (typeof status.lastError === "string") {
-        setGauge("ai_analysis_last_error_present", status.lastError ? 1 : 0);
-      }
-      type PoolState = { _poolState?: { size: number; active: number } };
-      const textPool = textWorkerPool as unknown as PoolState;
-      const mediaPool = mediaWorkerPool as unknown as PoolState;
-      // Reported per queue (2026-08-31 text/media pool split) so the text
-      // and media backlogs are distinguishable in dashboards/alerts instead
-      // of one combined "worker threads" number.
-      if (textPool._poolState) {
-        setGauge("ai_analysis_worker_threads_text", textPool._poolState.size);
-        setGauge(
-          "ai_analysis_worker_threads_active_text",
-          textPool._poolState.active,
-        );
-      }
-      if (mediaPool._poolState) {
-        setGauge("ai_analysis_worker_threads_media", mediaPool._poolState.size);
-        setGauge(
-          "ai_analysis_worker_threads_active_media",
-          mediaPool._poolState.active,
-        );
-      }
-    } catch (err) {
-      logger.warn({ error: String(err) }, "AI metrics collector failed");
-    }
-  });
-
-  // Start metrics server
   startMetricsServer();
 
   logger.info("Calling Discord client.login");
-
-  // Fix: use await + try/catch instead of .then().catch()
   try {
     await client.login(token);
     logger.info("Discord client logged in successfully");

services/discord-gateway/src/app/lifecycle.ts

@@ -0,0 +1,61 @@
+import type { Client } from "discord.js-selfbot-v13";
+import type { Logger } from "@/shared/logger/index.js";
+import { startPendingAIAnalysisWorker } from "../modules/ai-moderation/index.js";
+import { registerChannelTopicCapture } from "../modules/channel-topic/index.js";
+import type { CommandHandler } from "../modules/command-handler/commandHandler.js";
+import type { EventBroadcaster } from "../modules/event-broadcaster/index.js";
+import { registerGuildMemberEvents } from "../modules/guild-member-events/index.js";
+import {
+  registerMessageCapture,
+  setEventBroadcaster as setMessageCaptureEventBroadcaster,
+  setModerationEventBroadcaster,
+} from "../modules/message-capture/index.js";
+import { startDigestScheduler } from "../modules/monitor/digestScheduler.js";
+import { registerReactionCapture } from "../modules/reaction-tracking/index.js";
+import { registerThreadCapture } from "../modules/thread-tracking/index.js";
+import { registerPresenceCapture } from "../modules/user-presence/index.js";
+import { startRetentionCleanup } from "./retention.js";
+
+export interface GatewayLifecycleOptions {
+  client: Client;
+  eventBroadcaster: EventBroadcaster;
+  commandHandler: CommandHandler;
+  logger: Logger;
+}
+
+/**
+ * Wires everything that must start once Discord is connected.
+ *
+ * Ordering matters:
+ *  1. Inject the event broadcaster into the modules that publish events —
+ *     they must be able to publish before their listeners are registered.
+ *  2. Register the Discord event listeners (capture modules).
+ *  3. Start the background workers/schedulers.
+ */
+export function startGatewayLifecycle({
+  client,
+  eventBroadcaster,
+  commandHandler,
+  logger,
+}: GatewayLifecycleOptions): void {
+  // 1. Inject broadcaster first so no captured event is dropped.
+  setMessageCaptureEventBroadcaster(eventBroadcaster);
+  setModerationEventBroadcaster(eventBroadcaster);
+
+  // 2. Discord event listeners.
+  registerMessageCapture(client);
+  registerReactionCapture(client, eventBroadcaster);
+  registerThreadCapture(client, eventBroadcaster);
+  registerPresenceCapture(client, eventBroadcaster);
+  registerChannelTopicCapture(client, eventBroadcaster);
+  registerGuildMemberEvents(client, eventBroadcaster);
+
+  // 3. Background workers + schedulers.
+  startPendingAIAnalysisWorker(client, eventBroadcaster);
+  commandHandler.start(client);
+  logger.info("Command handler started");
+
+  startRetentionCleanup();
+  // Weekly moderation digest (public, automated)
+  startDigestScheduler();
+}

services/discord-gateway/src/app/metrics-collector.ts

@@ -0,0 +1,77 @@
+import type { Logger } from "@/shared/logger/index.js";
+import {
+  getAnalysisQueueStatus,
+  mediaWorkerPool,
+  textWorkerPool,
+} from "../modules/ai-moderation/index.js";
+import {
+  registerCollector,
+  setGauge,
+} from "../modules/gateway-metrics/index.js";
+import { config } from "../shared/config/index.js";
+
+/** Piscina exposes its live thread counters on `_poolState`. */
+type PoolState = { _poolState?: { size: number; active: number } };
+
+/**
+ * Registers the AI-pipeline Prometheus gauges.
+ *
+ * The collector refreshes on every scrape, so Prometheus sees real queue
+ * depth / concurrency / worker-thread state instead of an empty stub.
+ * Registered before the metrics server starts.
+ */
+export function registerPipelineMetrics(logger: Logger): void {
+  registerCollector(() => {
+    if (!config.AI_ANALYSIS_ENABLED) return;
+    try {
+      const status = getAnalysisQueueStatus();
+      setGauge("ai_analysis_queued_conversations", status.queuedConversations);
+      setGauge("ai_analysis_active_batch_requests", status.activeRequests);
+      setGauge(
+        "ai_analysis_active_text_requests",
+        status.activeTextRequests ?? status.activeRequests,
+      );
+      setGauge(
+        "ai_analysis_active_media_requests",
+        status.activeMediaRequests ?? 0,
+      );
+      setGauge(
+        "ai_analysis_active_individual_requests",
+        status.activeIndividualRequests,
+      );
+      setGauge(
+        "ai_analysis_individual_in_flight",
+        status.individualInFlightCount,
+      );
+      setGauge(
+        "ai_analysis_individual_circuit_breaker_active",
+        status.individualCircuitBreakerActive ? 1 : 0,
+      );
+      if (typeof status.lastError === "string") {
+        setGauge("ai_analysis_last_error_present", status.lastError ? 1 : 0);
+      }
+
+      // Reported per queue (2026-08-31 text/media pool split) so the text
+      // and media backlogs are distinguishable in dashboards/alerts instead
+      // of one combined "worker threads" number.
+      const textPool = textWorkerPool as unknown as PoolState;
+      const mediaPool = mediaWorkerPool as unknown as PoolState;
+      if (textPool._poolState) {
+        setGauge("ai_analysis_worker_threads_text", textPool._poolState.size);
+        setGauge(
+          "ai_analysis_worker_threads_active_text",
+          textPool._poolState.active,
+        );
+      }
+      if (mediaPool._poolState) {
+        setGauge("ai_analysis_worker_threads_media", mediaPool._poolState.size);
+        setGauge(
+          "ai_analysis_worker_threads_active_media",
+          mediaPool._poolState.active,
+        );
+      }
+    } catch (err) {
+      logger.warn({ error: String(err) }, "AI metrics collector failed");
+    }
+  });
+}

services/discord-gateway/src/app/process-guards.ts

@@ -0,0 +1,61 @@
+import { errorMessage, isTransientStreamError } from "@/shared/errors/index.js";
+import type { Logger } from "@/shared/logger/index.js";
+import type { GracefulShutdown } from "./shutdown.js";
+
+/**
+ * Process-level signal + error guards.
+ *
+ * Extracted from bootstrap so the "what keeps the gateway alive vs what
+ * shuts it down" policy lives in exactly one place.
+ *
+ * Policy: transient stream-teardown failures (EPIPE / ERR_STREAM_DESTROYED /
+ * ERR_STREAM_WRITE_AFTER_END / ECONNRESET) are logged and IGNORED — crashing
+ * the gateway on them (voice stop/disconnect races, a child process stdin
+ * closed while we still write) takes the whole bot offline mid-operation.
+ * Anything else is a real bug: log with stack and shut down cleanly.
+ */
+export function registerProcessGuards(
+  logger: Logger,
+  gracefulShutdown: GracefulShutdown,
+): void {
+  process.on("SIGINT", () => {
+    gracefulShutdown("SIGINT");
+  });
+
+  process.on("SIGTERM", () => {
+    gracefulShutdown("SIGTERM");
+  });
+
+  process.on("uncaughtException", (err) => {
+    if (isTransientStreamError(err)) {
+      logger.warn(
+        { error: err },
+        "Uncaught transient stream error — continuing",
+      );
+      return;
+    }
+    logger.error(
+      {
+        err,
+        errorMsg: errorMessage(err),
+        stack: err?.stack,
+      },
+      "Uncaught exception",
+    );
+    gracefulShutdown("uncaughtException");
+  });
+
+  process.on("unhandledRejection", (reason) => {
+    const err =
+      reason instanceof Error ? reason : new Error(String(reason ?? "unknown"));
+    if (isTransientStreamError(err)) {
+      logger.warn(
+        { error: err },
+        "Unhandled rejection transient stream error — continuing",
+      );
+      return;
+    }
+    logger.error({ error: err, reason: String(reason) }, "Unhandled rejection");
+    gracefulShutdown("unhandledRejection");
+  });
+}

services/discord-gateway/src/app/retention.ts

@@ -1,10 +1,7 @@
 import { inArray, lt } from "drizzle-orm";
-import type {
+import type { NodePgDatabase } from "drizzle-orm/node-postgres";
-  NodePgDatabase,
-  NodePgQueryResultHKT,
-} from "drizzle-orm/node-postgres";
 import { createChildLogger } from "@/shared/logger/index";
-import { config } from "../shared/config/config.js";
+import { config } from "../shared/config/index.js";
 import { getDatabase } from "../shared/database/drizzle.js";
 import type * as schema from "../shared/database/schema.js";
 import { attachmentsTable, messagesTable } from "../shared/database/schema.js";

services/discord-gateway/src/app/shutdown.ts

@@ -1,5 +1,9 @@
 import type { Client } from "discord.js-selfbot-v13";
 import type { createChildLogger } from "@/shared/logger/index";
+import {
+  mediaWorkerPool,
+  textWorkerPool,
+} from "../modules/ai-moderation/circuitBreaker.js";
 import type { CommandHandler } from "../modules/command-handler/commandHandler.js";
 import type { EventBroadcaster } from "../modules/event-broadcaster/index.js";
 import type { stopMetricsServer } from "../modules/gateway-metrics/index.js";
@@ -45,6 +49,30 @@ export function createGracefulShutdown(
       options.logger.info("Closing command handler...");
       await options.commandHandler.close();
 
+      // ½. Tear down AI-analysis worker pools BEFORE closing the DB.
+      // Piscina worker threads survive process.exit() as orphans otherwise —
+      // they keep holding DB connections/locks after the main process is gone.
+      // (Two live gateways fighting over the same rows was the root cause of
+      // messages stuck in ai_status='processing'.)
+      options.logger.info("Destroying AI worker pools...");
+      const destroyPool = (pool: { destroy: () => Promise<void> }) =>
+        Promise.race([
+          pool.destroy(),
+          new Promise<void>((resolve) =>
+            setTimeout(() => {
+              options.logger.warn(
+                "Timed out destroying worker pool; exiting anyway",
+              );
+              resolve();
+            }, 5000),
+          ),
+        ]);
+      await Promise.allSettled([
+        destroyPool(textWorkerPool),
+        destroyPool(mediaWorkerPool),
+      ]);
+      options.logger.info("AI worker pools destroyed");
+
       // 2. DB pool
       options.logger.info("Closing database...");
       await options.closeDatabase();

services/discord-gateway/src/modules/ai-moderation/ai-analysis-worker.ts

@@ -17,7 +17,7 @@
  */
 
 import { createChildLogger } from "@/shared/logger/index";
-import { config } from "../../shared/config/config.js";
+import { config } from "../../shared/config/index.js";
 import { initializeDatabase } from "../../shared/database/drizzle.js";
 import { messageStore } from "../message-capture/messageStore.js";
 import type { MessageRecord } from "../message-capture/types.js";
@@ -86,7 +86,12 @@ export interface MessageBatch {
 
 // Worker job types (Piscina entry point)
 type WorkerJob =
-  | { type: "batch"; conversationKey: string; messages: MessageRecord[] }
+  | {
+      type: "batch";
+      conversationKey: string;
+      lane: "text" | "media";
+      messages: MessageRecord[];
+    }
   | { type: "individual"; message: MessageRecord; skipNormalAnalysis: boolean };
 
 type BatchOkResponse = {
@@ -263,6 +268,7 @@ function normalizeResult(
 async function processBatch(job: {
   type: "batch";
   conversationKey: string;
+  lane: "text" | "media";
   messages: MessageRecord[];
 }): Promise<BatchOkResponse | BatchErrorResponse> {
   const { conversationKey, messages } = job;

services/discord-gateway/src/modules/ai-moderation/aiAnalyzer.ts

@@ -1,34 +1,25 @@
 import type { Client } from "discord.js-selfbot-v13";
 import { createChildLogger } from "@/shared/logger/index";
-import { config } from "../../shared/config/config.js";
+import { config } from "../../shared/config/index.js";
 import type { EventBroadcaster } from "../event-broadcaster/index.js";
 import { messageStore } from "../message-capture/messageStore.js";
 import type { AnalysisQueueStatus } from "../message-capture/types.js";
 import {
+  activeMediaRequests,
   activeRequests,
+  activeTextRequests,
   buildAgeRestrictedSkipResult,
   buildSkipAnalysisUserResult,
   isAgeRestrictedMessage,
   isSkipAnalysisUser,
-  skipAgeRestrictedMessages,
-  skipAnalysisUserMessages,
 } from "./batchProcessor.js";
 import { scheduleConversationAnalysis } from "./batchScheduler.js";
 import { getConversationKey } from "./circuitBreaker.js";
-import {
+import { conversationDebounceTimers } from "./conversationState.js";
-  conversationConsecutiveErrors,
-  conversationDebounceTimers,
-  conversationErrorCooldown,
-  conversationProcessing,
-  isConversationProcessingLocked,
-} from "./conversationState.js";
 import {
   activeIndividualRequests,
-  enqueueIndividualFallbacks,
   individualCooldownUntil,
   individualInFlight,
-  individualInFlightByConversation,
-  individualInFlightLastTouched,
 } from "./individualFallbackProcessor.js";
 import {
   broadcastAnalysisCompleted,
@@ -36,31 +27,20 @@ import {
   setModerationClient,
   setSharedEventBroadcaster,
 } from "./moderationState.js";
-import { deleteExpiredQdrantPoints } from "./qdrantClient.js";
+import { startRecoveryWorker } from "./recovery-worker.js";
-import { pruneExpiredTexts } from "./textCacheStore.js";
 
 const logger = createChildLogger("ai-analyzer");
 
 // ---------------------------------------------------------------------------
-// Cache hygiene (expired verdict sweep)
+// Public API — queueing, status, worker startup
-// ---------------------------------------------------------------------------
-const CACHE_PRUNE_INTERVAL_MS = 6 * 60 * 60 * 1000; // every 6 hours
-let lastCachePruneAt = 0;
-
-// ---------------------------------------------------------------------------
-// Re-exports from sub-modules (preserving original public API)
-// ---------------------------------------------------------------------------
-
-export { pickBatchWithinBudget } from "./batchProcessor.js";
-export { getConversationKey } from "./circuitBreaker.js";
-export { onCircuitBreakerAlert } from "./conversationState.js";
-
-// ---------------------------------------------------------------------------
-// Public API
 // ---------------------------------------------------------------------------
 
 /**
  * Queues a message for analysis (debounced by conversation).
+ *
+ * Messages that never need an LLM call are short-circuited here and recorded
+ * with their skip verdict: age-restricted messages and configured skip-list
+ * users.
  */
 export async function queueMessageAnalysis(messageId: string): Promise<void> {
   if (!config.AI_ANALYSIS_ENABLED) return;
@@ -73,13 +53,7 @@ export async function queueMessageAnalysis(messageId: string): Promise<void> {
     }
 
     if (isAgeRestrictedMessage(message)) {
-      const updated = await messageStore.updateMessageAIAnalysis(
+      await recordSkip(message.id, buildAgeRestrictedSkipResult());
-        message.id,
-        buildAgeRestrictedSkipResult(),
-      );
-      if (updated) {
-        broadcastAnalysisCompleted(updated);
-      }
       logger.debug(
         { messageId },
         "Skipped AI analysis for age-restricted message",
@@ -88,13 +62,7 @@ export async function queueMessageAnalysis(messageId: string): Promise<void> {
     }
 
     if (isSkipAnalysisUser(message)) {
-      const updated = await messageStore.updateMessageAIAnalysis(
+      await recordSkip(message.id, buildSkipAnalysisUserResult());
-        message.id,
-        buildSkipAnalysisUserResult(),
-      );
-      if (updated) {
-        broadcastAnalysisCompleted(updated);
-      }
       logger.debug(
         { messageId, userId: message.user_id },
         "Skipped AI analysis for configured skip-list user",
@@ -114,6 +82,17 @@ export async function queueMessageAnalysis(messageId: string): Promise<void> {
   }
 }
 
+/** Persist a skip verdict and broadcast it so the dashboard reflects it. */
+async function recordSkip(
+  messageId: string,
+  result: Parameters<typeof messageStore.updateMessageAIAnalysis>[1],
+): Promise<void> {
+  const updated = await messageStore.updateMessageAIAnalysis(messageId, result);
+  if (updated) {
+    broadcastAnalysisCompleted(updated);
+  }
+}
+
 /**
  * Queues a conversation for analysis (debounced).
  */
@@ -129,6 +108,8 @@ export function getAnalysisQueueStatus(): AnalysisQueueStatus {
   return {
     queuedConversations: conversationDebounceTimers.size,
     activeRequests,
+    activeTextRequests,
+    activeMediaRequests,
     activeIndividualRequests,
     individualInFlightCount: individualInFlight.size,
     individualCircuitBreakerActive: Date.now() < individualCooldownUntil,
@@ -137,11 +118,12 @@ export function getAnalysisQueueStatus(): AnalysisQueueStatus {
 }
 
 /**
- * Starts the periodic recovery worker.
+ * Starts the background workers behind the analysis pipeline:
+ *  - the recovery worker (stranded pending / incomplete messages + cache prune)
+ *  - the optional culture and user-profile learners.
  *
- * Now also recovers messages stuck in `error/analysis_incomplete`
+ * Also injects the Discord client and event broadcaster into the pipeline
- * state (not just `pending`), and skips conversations that already have
+ * state so downstream modules can act and publish.
- * individual fallback work in progress to avoid DB last-write-wins races.
  */
 export function startPendingAIAnalysisWorker(
   client?: Client,
@@ -160,131 +142,5 @@ export function startPendingAIAnalysisWorker(
       .catch(console.error);
   }
 
-  setInterval(() => {
+  startRecoveryWorker();
-    // [D] Periodic cache hygiene: purge expired moderation verdicts from
-    // Postgres and Qdrant. Expired entries are never reused (filters check
-    // expires_at) but accumulate forever without this sweep.
-    const now = Date.now();
-    if (now - lastCachePruneAt >= CACHE_PRUNE_INTERVAL_MS) {
-      lastCachePruneAt = now;
-      Promise.all([pruneExpiredTexts(), deleteExpiredQdrantPoints()])
-        .then(([pgDeleted, qdDeleted]) => {
-          if (pgDeleted > 0 || qdDeleted > 0) {
-            logger.info(
-              { pgDeleted, qdDeleted },
-              "Expired moderation cache pruned",
-            );
-          }
-        })
-        .catch((err: unknown) => {
-          logger.warn({ error: String(err) }, "Moderation cache prune failed");
-        });
-    }
-
-    // Only revert stuck processing messages if there's active processing.
-    // Avoids a DB query every recovery interval when the pipeline is idle.
-    if (conversationProcessing.size > 0) {
-      messageStore
-        .revertStuckProcessingMessages(300000)
-        .catch((err: unknown) => {
-          logger.error(
-            { error: String(err) },
-            "Failed to run stuck processing recovery",
-          );
-        });
-    }
-
-    Promise.all([
-      messageStore.getPendingConversationKeys(500),
-      messageStore.getConversationKeysWithIncompleteAnalysis(200),
-    ])
-      .then(([pendingKeys, incompleteKeys]) => {
-        const now = Date.now();
-
-        for (const [key, expiry] of conversationErrorCooldown) {
-          if (now >= expiry) conversationErrorCooldown.delete(key);
-        }
-        for (const [key, startedAt] of conversationProcessing) {
-          if (now - startedAt >= config.AI_ANALYSIS_PROCESSING_TIMEOUT_MS) {
-            conversationProcessing.delete(key);
-          }
-        }
-
-        const staleThreshold = config.AI_ANALYSIS_PROCESSING_TIMEOUT_MS * 2;
-        for (const [key, lastTouched] of individualInFlightLastTouched) {
-          if (now - lastTouched >= staleThreshold) {
-            individualInFlightLastTouched.delete(key);
-            individualInFlightByConversation.delete(key);
-            logger.warn(
-              { key },
-              "Pruned stale individualInFlightByConversation entry",
-            );
-          }
-        }
-
-        // Also prune stale per-conversation CB error counts that have cooled
-        // down so old conversations can be retried.
-        for (const [key] of conversationConsecutiveErrors) {
-          const cbExpire = conversationErrorCooldown.get(key) ?? 0;
-          if (cbExpire && now >= cbExpire) {
-            conversationConsecutiveErrors.delete(key);
-          }
-        }
-
-        const incompleteKeySet = new Set(incompleteKeys);
-
-        // --- Batch recovery for pending messages ---
-        for (const key of pendingKeys) {
-          if (conversationDebounceTimers.has(key)) continue;
-          if (isConversationProcessingLocked(key)) continue;
-          if (individualInFlightByConversation.has(key)) continue;
-          if (incompleteKeySet.has(key)) continue;
-          const cooldownUntil = conversationErrorCooldown.get(key);
-          if (cooldownUntil && now < cooldownUntil) continue;
-          scheduleConversationAnalysis(key);
-        }
-
-        // --- Individual recovery for error/analysis_incomplete messages ---
-        // Circuit breaker check: no point iterating if individual CB is active.
-        if (now >= individualCooldownUntil) {
-          const promises: Promise<void>[] = [];
-          for (const key of incompleteKeys) {
-            // Skip if individual work is already running for this conversation.
-            if (individualInFlightByConversation.has(key)) continue;
-            // Skip if batch processing is running.
-            if (isConversationProcessingLocked(key)) continue;
-
-            promises.push(
-              messageStore
-                .getIncompleteMessagesByConversation(key, 500)
-                .then(async (msgs) => {
-                  const processableMessages = await skipAnalysisUserMessages(
-                    await skipAgeRestrictedMessages(msgs),
-                  );
-                  return processableMessages;
-                })
-                .then((msgs) => {
-                  if (msgs.length > 0) {
-                    enqueueIndividualFallbacks(msgs);
-                  }
-                })
-                .catch((err: unknown) => {
-                  logger.error(
-                    { key, error: String(err) },
-                    "Failed to fetch incomplete messages for recovery",
-                  );
-                }),
-            );
-          }
-          // Errors are handled per-key; return the combined promise for observability.
-          return Promise.all(promises);
-        }
-      })
-      .catch((err: unknown) => {
-        logger.error(
-          { error: err instanceof Error ? err.message : String(err) },
-          "Pending AI analysis recovery worker failed",
-        );
-      });
-  }, config.AI_ANALYSIS_RECOVERY_INTERVAL_MS);
 }

services/discord-gateway/src/modules/ai-moderation/analysisLanes.ts

@@ -0,0 +1,35 @@
+/**
+ * analysisLanes.ts
+ *
+ * Pure lane helpers for the AI-analysis queue. Kept free of any import chain
+ * that pulls Piscina/worker/DB so they can be unit-tested in isolation (the
+ * scheduler's `splitMessagesByLane` used to live in batchScheduler.ts, which
+ * transitively imports the worker pool).
+ */
+import type { MessageRecord } from "../message-capture/types.js";
+import type { AnalysisLane } from "./conversationState.js";
+import { hasMediaContent } from "./mediaAnalysisClient.js";
+
+export type { AnalysisLane } from "./conversationState.js";
+
+/** True when this message belongs to the media lane (has attachment/sticker/embed). */
+export function laneOfMessage(message: MessageRecord): AnalysisLane {
+  return hasMediaContent(message) ? "media" : "text";
+}
+
+/**
+ * Splits an arbitrary message array into per-lane lists. Used when the
+ * scheduler runs a conversation-wide pass (lane omitted): each lane gets its
+ * own subset so text and media never share a worker job.
+ */
+export function splitMessagesByLane(messages: MessageRecord[]): {
+  text: MessageRecord[];
+  media: MessageRecord[];
+} {
+  const text: MessageRecord[] = [];
+  const media: MessageRecord[] = [];
+  for (const m of messages) {
+    (laneOfMessage(m) === "media" ? media : text).push(m);
+  }
+  return { text, media };
+}

services/discord-gateway/src/modules/ai-moderation/autoDeleteEligibility.ts

@@ -1,5 +1,5 @@
 import { createChildLogger } from "@/shared/logger/index";
-import { config } from "../../shared/config/config.js";
+import { config } from "../../shared/config/index.js";
 import type {
   AnalysisResult,
   MessageRecord,
@@ -35,8 +35,17 @@ export function deriveSeverity(msg: MessageRecord): string {
 
 /** Derive recommended action from legacy messages that lack structured AI fields. */
 export function deriveRecommendedAction(msg: MessageRecord): string {
-  if (msg.ai_recommended_action) return msg.ai_recommended_action;
   const severity = deriveSeverity(msg);
+  // Flagged at high/critical severity is ALWAYS delete — the stored
+  // recommended_action from the LLM is conservative (often "review") and
+  // must not override severity for severe violations.
+  if (
+    msg.ai_status === "flagged" &&
+    (severity === "critical" || severity === "high")
+  ) {
+    return "delete";
+  }
+  if (msg.ai_recommended_action) return msg.ai_recommended_action;
   if (
     msg.ai_status === "flagged" &&
     (severity === "critical" || severity === "high" || severity === "medium")
@@ -177,7 +186,23 @@ export function isEligibleForAutoDelete(
     return false;
   }
 
-  // Recommended action check
+  // Recommended action check.
+  // CRITICAL: the LLM's `recommended_action` is CONSERVATIVE — for a flagged
+  // message at high/critical severity it frequently emits "review" (it sees a
+  // screenshot/context ambiguity and hedges) even when the violation itself is
+  // severe. Trusting that value lets serious violations (harassment, SARA,
+  // threats) slip through undeleted. So: flagged + high/critical severity is
+  // ALWAYS eligible regardless of the LLM's recommended action. The action
+  // check only gates warn/flagged-medium (where a review is legitimate).
+  if (
+    status === "flagged" &&
+    (severity === "high" || severity === "critical")
+  ) {
+    logger.debug(
+      { messageId: message.id, status, severity },
+      "Message eligible for auto-delete: flagged with high/critical severity",
+    );
+  } else {
     const recommendedAction =
       analysisResult?.recommendedAction ?? deriveRecommendedAction(message);
     if (
@@ -191,6 +216,7 @@ export function isEligibleForAutoDelete(
       );
       return false;
     }
+  }
 
   // Categories check
   const allowedCategories = parseStringList(

services/discord-gateway/src/modules/ai-moderation/autoDeleteLogger.ts

@@ -1,6 +1,6 @@
 import type { Guild } from "discord.js-selfbot-v13";
 import { createChildLogger } from "@/shared/logger/index";
-import { config } from "../../shared/config/config.js";
+import { config } from "../../shared/config/index.js";
 import type { MessageRecord } from "../message-capture/types.js";
 
 interface ChannelWithSend {

services/discord-gateway/src/modules/ai-moderation/autoDeleteManager.ts

@@ -1,7 +1,7 @@
 import type { Client, PermissionString } from "discord.js-selfbot-v13";
 import { LRUCache } from "lru-cache";
 import { createChildLogger } from "@/shared/logger/index";
-import { config } from "../../shared/config/config.js";
+import { config } from "../../shared/config/index.js";
 import { parseRichMessageMetadata } from "../message-capture/messageMetadata.js";
 import { messageStore } from "../message-capture/messageStore.js";
 import type { MessageRecord } from "../message-capture/types.js";

services/discord-gateway/src/modules/ai-moderation/autoDeleteNotify.ts

@@ -1,6 +1,6 @@
 import type { Client } from "discord.js-selfbot-v13";
 import { createChildLogger } from "@/shared/logger/index";
-import { config } from "../../shared/config/config.js";
+import { config } from "../../shared/config/index.js";
 import type { MessageRecord } from "../message-capture/types.js";
 
 const logger = createChildLogger("auto-delete-notify");

services/discord-gateway/src/modules/ai-moderation/batchBudget.ts

@@ -43,3 +43,22 @@ export function pickBatchWithinBudget(
 
   return batch;
 }
+
+/**
+ * Returns the messages that were fetched/claimed but did NOT make it into the
+ * trimmed batch (i.e. the tail past the token budget).
+ *
+ * The DB claim step flips every fetched pending row to `processing`; the batch
+ * trim may then stop early on the token budget. Those tail rows would stay
+ * stuck in `processing` forever unless the caller explicitly un-claims them —
+ * this helper identifies exactly which rows that is, so the caller can write
+ * them back to `pending` for the next wave.
+ */
+export function computeBudgetOverflowMessages(
+  claimed: MessageRecord[],
+  trimmed: MessageRecord[],
+): MessageRecord[] {
+  if (trimmed.length === 0) return claimed;
+  const trimmedIds = new Set(trimmed.map((m) => m.id));
+  return claimed.filter((m) => !trimmedIds.has(m.id));
+}