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)
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 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 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>
Build & Deploy / build-and-push (discord-gateway) (push) Failing after 2m22s
Build & Deploy / build-and-push (backend) (push) Failing after 3m22s
Build & Deploy / build-and-push (proxy) (push) Successful in 1m36s
Build & Deploy / deploy (push) Skipped
- Consolidate all DB schema definitions into packages/shared as single source of truth
- Migrate backend from raw SQL to Drizzle ORM across all modules
- Extract frontend inline UI into separate component files
- Refactor discord-gateway circuitBreaker into conversationState + moderationState
- Convert messageStore to Proxy singleton pattern
- Add validateBody/validateQuery middleware + Zod schemas for API endpoints
- Modernize Docker builds with multi-stage + pnpm deploy
- Migrate CI/CD from deployment to image-based pipeline
- Remove 60+ unused/dead files (~15K lines)
- Update color scheme from sky-blue to teal-cyan
- Move DB connection management to @bete/shared/database
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Updates the page title metadata, sidebar brand text, and settings page
about section from "DC Automod" to "Discord Automod".
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
- Updated VoicePage component to utilize useVoiceConnect, useVoiceDisconnect, and useMicTransmit mutations.
- Replaced local state management with React Query's useQuery for voice status, guilds, and channels.
- Removed custom useAsync hook and replaced it with useQuery in useConfig, useStats, useUsers, useChannels, and useMessages hooks.
- Simplified useRecordings and useSpeakers hooks to leverage React Query for data fetching and mutations.
- Removed deprecated use-async hook and related code.
- Enhanced error handling and loading states across various hooks.
- Implemented AppHeader component with theme toggle and connection status.
- Created AppSidebar component for navigation with connection status indicator.
- Added MobileNav component for mobile navigation with responsive design.
- Introduced shared components: DetailStat, EmptyState, ErrorState, LoadingSkeleton, and StatCard for consistent UI.
- Developed hooks for async data fetching: useAsync, useConfig, useDashboard, useGuilds, useMedia, useMessages, useRecordings, and useVoice.
- Added chatbot API functions for sending messages and managing chat history.
Developer