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.
Discord Gateway
Event-driven selfbot service: captures Discord events, runs LLM moderation, publishes everything to Redis for the backend to consume.
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.
Commands
pnpm install
pnpm typecheck # tsc --noEmit
pnpm lint # biome check --diagnostic-level=error .
pnpm test # vitest run (138 tests)
pnpm build # tsc — CI/prod builds run this inside nix, which also
# runs scripts/fix-imports.mjs to rewrite @/ aliases and
# extensionless imports for Node ESM
pnpm dev # tsx watch src/index.ts
pnpm start # node dist/index.js
Deployment is CI-only: nix build .#discord-gateway → Attic cache → systemd
restart on the VPS. Do not build/hand-copy the artifact.
Layout
src/
├── index.ts # entry → initializeDiscordGateway()
├── app/ # process lifecycle
│ ├── bootstrap.ts # startup order: config → DB → services → metrics → login
│ ├── 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/ # 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/
Dependency direction is one-way: index.ts → app/ → modules/ → shared/.
Callers outside a module import its index.ts facade, never an internal file.
Testing
Vitest, tests in tests/. Config supplies dummy env vars so the suite runs
without live Postgres/Redis; external services are mocked. llmE2e.test.ts
is skipped by default and needs real credentials (pnpm test:e2e:live).