Root cause: ai-analysis-worker read llmResult.explanation and
llmResult.toxicityScore — fields the LLM pipeline never produces
(canonical AnalysisResult uses analysis/score). Every message fell back
to the bare template "Tidak ada indikasi pelanggaran." and the stored
score was always 0.
- Map analysis/score correctly; fallback now quotes the message content
- Prompt: ban generic analysis phrasing, require reply context
- LLM context: include replied-to message content (metadata.reference)
so the model can explain what the user is replying to
- Frontend: show thread/channel names from metadata instead of raw IDs
(message card, detail views, search overlay); detail panel now
displays the ai_analysis text
- Auto-delete log/DM include the descriptive analysis as the reason
Delete fastClassifier.ts (manual regex patterns for phone/email/IP/crypto/
spam/toxicity) and simpleFallback.ts. These hardcoded patterns were the
source of false positives (Discord emoji snowflakes matched phone_number,
URL digits matched phone, etc.) and produced heuristic verdicts whenever
the LLM failed.
New flow: Message → LLM (with conversation context, media evidence, user
reputation) → verdict. On LLM failure the message is marked 'error' and
retried by the recovery worker — no heuristic verdicts, ever.
Discord markdown tokens (custom emoji/mentions/timestamps) are normalized
to readable placeholders ([emoji:name], @user, @role, #channel, [time])
before reaching the LLM via discordTokens.ts.
Custom emoji (<:name:id>), user/role/channel mentions and timestamps embed
long numeric snowflakes that tripped the phone_number / personal_info /
ip_address_sharing patterns — e.g. <:mambotongue:1463255254220148939> was
flagged as phone_number. Strip Discord markdown tokens before pattern
matching and require phone matches to not sit inside a longer digit run.
- API/WS clients: same-origin by default, drop dead imphnen hardcode
- chatbot history: map BE rows {user_message,bot_response,created_at}
- message_deleted WS payload: object {id,deleted_at}, not bare string
- dashboard: wire top-channels chart + live mod queue from /api/review,
add Users & Channels tabs consuming /api/dashboard/users|channels
- recordings: live WS sync via voice_recording_uploaded; duration_bytes optional
- remove dead widgets with no BE data source (trend chart, heatmap)
- Deleted the frontend refactor design document to streamline project scope.
- Removed the services refactoring design document to eliminate redundancy.
- Eliminated the visual redesign document as part of the cleanup process.
- Purged the Discord Automod redesign document to focus on current objectives.
127.0.0.1 from inside Docker container is the container's own
loopback, not host's. Changed to listen 8080 (all interfaces)
so Traefik can reach it via host.docker.internal:8080.
process.cwd() defaults to / (systemd default) without an
explicit WorkingDirectory. The migration code looks for
drizzle/migrations/meta/_journal.json relative to cwd,
so the wrapper must cd into the package directory first.
Build & Deploy / build-and-push (backend) (push) Failing after 30s
Build & Deploy / build-and-push (discord-gateway) (push) Failing after 25s
Build & Deploy / build-and-push (proxy) (push) Failing after 25s
- Hapus export DetailStat dan StatCard dari shared/index.ts
(file komponen tidak ada atau salah lokasi)
- Buat message-detail-view.tsx dengan export MessageDetailView
(rename dari message-detail.tsx, sesuaikan export name)
Proxy image 96.9MB (nginx:alpine + 3.1MB static export)
Build & Deploy / build-and-push (backend) (push) Failing after 24s
Build & Deploy / build-and-push (discord-gateway) (push) Failing after 25s
Build & Deploy / build-and-push (proxy) (push) Failing after 24s
- Hapus root package.json (services sudah standalone masing2)
- Hapus root node_modules (stale dari monorepo lama)
- Hapus patches/ (workspace-level, ga dipake)
- Root sekarang cuma folder biasa tanpa monorepo/hub
Build & Deploy / build-and-push (backend) (push) Failing after 39s
Build & Deploy / build-and-push (discord-gateway) (push) Failing after 26s
Build & Deploy / build-and-push (proxy) (push) Failing after 24s
- Remove root pnpm-lock.yaml (stale monorepo lockfile)
- Rename root package from bete-monorepo to bete
- Clean up root scripts to use cd instead of pnpm --prefix
- Remove ignoreScripts/trustedDependencies from frontend package.json
- Optimize Dockerfiles with multi-stage builds and proper layer caching
- Update .dockerignore to exclude build artifacts
- Remove leftover pnpm test config file from frontend
Build & Deploy / build-and-push (backend) (push) Failing after 35s
Build & Deploy / build-and-push (discord-gateway) (push) Failing after 25s
Build & Deploy / build-and-push (proxy) (push) Failing after 25s
- Remove pnpm workspace, moon repo, and all monorepo tooling
- Delete packages/shared/, embed shared code directly into each service
- Copy packages/shared/src/* -> services/backend/src/shared/ and services/discord-gateway/src/shared/
- Replace all @bete/shared imports with @/shared/ path alias
- Remove @bete/shared workspace dependency from both services
- Update root package.json scripts from --filter to --prefix
- Rewrite Dockerfiles to build each service standalone
- Clean up biome.json, .gitignore, remove root drizzle.config.ts
Build & Deploy / build-and-push (backend) (push) Successful in 7m26s
Build & Deploy / build-and-push (proxy) (push) Successful in 2m16s
Build & Deploy / build-and-push (discord-gateway) (push) Canceled after 36m39s
Development should use the production API/WS endpoints
(imphnen.asepharyana.my.id) regardless of where the
frontend dev server runs.
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Build & Deploy / build-and-push (backend) (push) Successful in 7m34s
Build & Deploy / build-and-push (discord-gateway) (push) Failing after 8m19s
Build & Deploy / build-and-push (proxy) (push) Failing after 1m12s
Runner runs out of disk space during discord-gateway build.
Add docker system prune before build and combine Dockerfile
layers to reduce disk usage.
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Build & Deploy / build-and-push (backend) (push) Successful in 25s
Build & Deploy / build-and-push (proxy) (push) Successful in 3m46s
Build & Deploy / build-and-push (discord-gateway) (push) Failing after 4m42s
- Cast llmResult through unknown to handle type mismatch between
shared AnalysisResult and layer-specific local type
- Exclude src/**/archive/** from tsconfig to prevent dead code errors
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Build & Deploy / build-and-push (discord-gateway) (push) Failing after 36s
Build & Deploy / build-and-push (proxy) (push) Successful in 1m59s
Build & Deploy / build-and-push (backend) (push) Successful in 3m47s
Detect localhost and redirect API calls and WebSocket
connections from frontend port (3000) to backend port
(3001). Production behavior (via nginx proxy) unchanged.
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Build & Deploy / build-and-push (discord-gateway) (push) Failing after 28s
Build & Deploy / build-and-push (backend) (push) Successful in 1m46s
Build & Deploy / build-and-push (proxy) (push) Successful in 1m37s
\U escapes are not valid in JavaScript/TypeScript regex literals.
Use new RegExp() constructor to avoid TS parser issues.
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Build & Deploy / build-and-push (discord-gateway) (push) Failing after 27s
Build & Deploy / build-and-push (proxy) (push) Failing after 41s
Build & Deploy / build-and-push (backend) (push) Failing after 2m11s
- Remove broken DetailStat and StatCard exports from shared/index.ts
- Fix message-detail-view import to message-detail
- Create missing ai-status-badge component with status-based styling
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-07-28 14:40:19 +07:00
DeveloperandClaude Opus 4.8 (1M context) <noreply@anthropic.com
Full frontend redesign with glassmorphic dark theme, floating top nav,
Live2D mascot, split-pane messages, and Ops Center dashboard.
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com
Add MascotExpressionSync component to dashboard layout that listens for message_created (flagged/warn triggers surprise expression) and voice_active_user (triggers listening expression) events.
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
- Create ErrorBoundary class component with GlassCard fallback UI
- Update LoadingSkeleton with glass shimmer animation overlay
- Update EmptyState with GlassPanel and default Inbox icon
- Add ErrorBoundary to shared components index export
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Developer