Commit Graph
59 Commits
Author SHA1 Message Date
Developer dcd13482c2 refactor: break monorepo into 3 standalone services (gateway, backend, 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
2026-07-30 11:50:48 +07:00
DeveloperandClaude Opus 4.8 977a6f9653 refactor: rename mascot to chatbot across entire codebase
Build & Deploy / build-and-push (discord-gateway) (push) Failing after 30s
Build & Deploy / build-and-push (backend) (push) Failing after 2m28s
Build & Deploy / build-and-push (proxy) (push) Successful in 2m28s
- Backend: mascot-chat module → chatbot, routes /mascot/chat → /chat
- Shared schema: pgMascotChatMessagesTable → pgChatbotMessagesTable
- Frontend: MascotProvider/useMascot → ChatbotProvider/useChatbot
- Gateway schema: update exports to match shared schema
- Docs: update all .md references (CLAUDE.md, README, specs, plans)
- All API routes, controller names, service classes, types renamed

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-07-28 15:00:29 +07:00
DeveloperandClaude Opus 4.8 5802d02e29 refactor: large codebase cleanup - consolidate schemas, migrate to Drizzle ORM, extract frontend components, modernize Docker builds
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>
2026-07-27 21:54:31 +07:00
asepharyana 0a6a9fd982 feat: update dependencies and improve dashboard functionality
Deploy to VPS / deploy (push) Failing after 1m43s
- Added new dependencies for Next.js and lucide-react in pnpm-workspace.yaml.
- Refactored DashboardPage component to improve readability and error handling.
- Enhanced Header component to display error status with an alert icon.
- Updated MobileTabBar and Sidebar components to use a centralized tabs definition.
- Improved ChannelsView in dashboard-panel to handle channel fetching more cleanly.
- Fixed ActiveSpeaker type to use camelCase for userId.
- Updated MessagesPanel to handle guildId checks more gracefully.
- Adjusted API calls in dashboard and messages to align with backend expectations.
- Refined type definitions across various interfaces for consistency and clarity.
2026-07-26 14:27:36 +07:00
asepharyana cedce85087 ci: fix lint errors for CI
Deploy to VPS / deploy (push) Successful in 1m47s
- Fix noImplicitAnyLet: add type to let match variable
- Fix noAssignInExpressions: use matchAll() + for-of instead of while
- Suppress useExhaustiveDependencies in mascot scroll effect
- Suppress useSemanticElements for message card click handler
2026-07-26 12:01:51 +07:00
asepharyana 831fddd1bf refactor(backend): remove auth for public API
Deploy to VPS / deploy (push) Failing after 35s
- Remove auth module (auth.routes.ts, /api/auth/login)
- Remove adminAuth middleware from voice and media routes
- Remove adminAuth() function from shared middlewares
- Remove auth-related e2e test
- Clean up .env.example
2026-07-26 11:33:45 +07:00
asepharyana 9621317a3c chore: format files for lint
Deploy to VPS / deploy (push) Failing after 8m8s
2026-07-08 01:37:46 +07:00
asepharyana c0edb0fa40 feat: enhance deployment instructions and exclude spam threads from message capture 2026-07-05 06:58:17 +07:00
asepharyana c3b2b3f334 feat: add /api/messages/images endpoint + ImageGrid fetch
Backend:
- New GET /api/messages/images?guildId=&limit= endpoint
- Queries attachments table for image/* MIME type, returns distinct messages
- Repository uses Drizzle subquery + join pattern

Frontend:
- New get_images() API client function
- ImageGrid fetches from /api/messages/images when Images tab selected
- Separate image_messages signal, fetched on tab switch

Deploy: hot-patched JS/WASM files to running containers
2026-07-05 04:48:29 +07:00
asepharyana 27e929580e feat: update components and hooks to use get_untracked for improved performance 2026-07-04 03:03:36 +07:00
asepharyanaandworkflow agents ade5d6a7c3 fix: backend and discord-gateway improvements
- Update shared database schema
- Add shared utils
- Refactor backend middleware, auth routes, and dashboard repository
- Improve media analysis client with better error handling
- Fix searxng search URL construction
- Update URL fetcher for robustness

Co-authored-by: workflow agents
2026-07-02 06:02:07 +07:00
asepharyana 7efaf00c93 Revert "feat: migrate frontend to Astro + expand AI moderation + backend admin/runtime config"
This reverts commit d59b59a7a7.
2026-07-02 03:54:44 +07:00
asepharyana d59b59a7a7 feat: migrate frontend to Astro + expand AI moderation + backend admin/runtime config
Frontend:
- migrate from Vite to Astro (astro.config.mjs, pages/, layouts/)
- add admin panel, settings page, command palette, error boundary
- refactor App.tsx, MascotChatbot, Sidebar, Header, DashboardLayout
- update API client, WebSocket, auth, dashboard features

Backend:
- add admin module and config routes
- refactor middlewares, Redis connection, WebSocket server/bridge
- add runtime config loader

Discord Gateway:
- refactor AI moderation: circuit breaker, concurrency limiter, fallback processor
- add media analysis client, Seaxng search, user profile learner
- add new drizzle migration

Shared:
- extend database schema, add new config fields
2026-07-02 00:02:41 +07:00
MythEclipse ed4a506ca7 refactor: split llmModerationClient.ts + add tests + metrics
## Split llmModerationClient.ts (2103 → 3 files)
- **moderationBuilders.ts** (67 lines) — shared: escapeXml, getAnalysisContent, buildReferenceXml
- **mediaAnalysisClient.ts** (656 lines) — vision analysis with multi-layer LRU/DB/phash caching, image/video download, ffmpeg frame extraction, prepareMediaMessage
- **moderationOrchestrator.ts** (998 lines) — callModerationLLM, runTextOnlyBatch, runMediaBatch, runModerationAnalysis, runSimpleTextFallback
- **llmModerationClient.ts** (30 lines) — re-export bridge (backward compat)

No import changes needed — aiAnalysisWorker.ts still imports from llmModerationClient.js.

## Unit tests (backend)
- vitest.config.ts + e2e.test.ts with 9 tests against production:
  - health, metrics, dashboard/stats, recordings, config, auth, guilds, negative (404/400)

## Monitoring metrics
- moderationMetrics.ts in backend health module:
  - LLM call count/duration/tokens
  - Cache hit/miss per layer
  - Media analysis count/download duration
  - Batch size distribution, errors, SearXNG, auto-delete
2026-06-22 20:38:34 +07:00
MythEclipse a3c99a08c3 fix: recordings endpoint 500 — column 'transcription' doesn't exist
- SELECT transcription FROM voice_recordings fails because table has no such column
- Removed non-existent transcription from SELECT and interface
- Previous sql.raw() parameter binding also broken — fixed with proper drizzle sql``
2026-06-22 18:22:46 +07:00
MythEclipse 3a282d8467 fix: recordings endpoint 500 — broken SQL parameter binding
- Hand-rolled ,  params with sql.raw() didn't actually bind values
- Drizzle's sql.raw() just inserts literal text — no parameter binding
- Replaced with proper sql`` tagged templates + sql.join() for conditions
- Each filter now correctly binds via drizzle's parameterized query
2026-06-22 17:54:09 +07:00
MythEclipse f502918b27 feat: multimodal video detection + reply/forward/crosspost + batch optimization
- Video frame extraction via ffmpeg (4 key frames per video → vision LLM)
- Video display in FE MessageCard with HTML5 <video> player
- Reply/forward/crosspost indicator in FE + pipeline in DG/BE
- Fix: missing sanitizeAiContent + escapeXml in media path (prompt injection)
- Optimize: text-only batch results saved to DB immediately, no longer wait for media analysis
- BE mapper/schema/repo: add reference fields (is_reply, is_forward, etc.)
2026-06-22 09:46:06 +07:00
MythEclipseandClaude c317cfb420 fix(ci): resolve TS build errors across all services
- recordings.routes.ts: cast req.params.id to string (express 5 typed params)
- recordings.service.ts: cast Record<string,unknown>[] via unknown first
- guilds.routes.ts: cast req.params.guildId to string (2 sites)
- transmitter.ts: capture pcmStream ref locally + re-acquire in drain callback

Co-Authored-By: Claude <noreply@anthropic.com>
2026-06-14 01:17:18 +07:00
MythEclipse 28baeda5ad chore(services): update components based on recent changes
Changes:
 packages/shared/src/config/index.ts                                          |   7 +++
 packages/shared/src/moderation-types.ts                                      |   1 +
 services/backend/src/modules/recordings/recordings.service.ts                |   3 +-
 services/discord-gateway/drizzle/migrations/0011_add_voice_transcription.sql |   1 +
 services/discord-gateway/src/modules/voice-recording/recorder/segment.ts     |  10 ++++
 services/discord-gateway/src/modules/voice-recording/recorder/uploader.ts    |  15 ++++++
 services/discord-gateway/src/modules/voice-recording/voiceTranscriber.ts     |  51 ++++++++++++++++++
 services/discord-gateway/src/shared/database/schema.ts                       |   1 +
 services/discord-gateway/src/shared/database/voiceRecordingRepo.ts           |  17 ++++++
 services/frontend/src/features/live/components/RecordingsSubPanel.tsx        | 108 +++++++++++++++++++-------------------
2026-06-13 17:08:54 +07:00
MythEclipse fce24278f0 chore(auto): task completed - unknown 2026-06-13 14:49:47 +07:00
MythEclipse e6e34281ff chore(auto): task completed - unknown 2026-06-13 14:24:09 +07:00
MythEclipse 1a195b737e chore(auto): task completed - unknown 2026-06-13 14:12:09 +07:00
MythEclipse 6822cb0bd3 chore(auto): task completed - unknown 2026-06-13 14:10:34 +07:00
MythEclipseandClaude 14c0081f01 feat(discord-gateway): implement voice & push improvements
- Voice disconnect broadcast on stopRecording
- Multi-guild voice support (VoiceController Map<guildId>)
- Session finalization + auto-enqueue muxer job
- Recordings API: duration field, channelId/userId filters
- Transmitter Redis connection reuse (shared conn)
- FFmpeg stderr memory cap (4KB limit)
- 10 new Redis event channels + Redis bridge subscriptions
- New DB tables: message_reactions, message_edits
- Webhook notification module
- Gateway metrics / Prometheus endpoint
- Multi-guild message capture (MONITOR_GUILD_IDS array)
- Thread tracking, presence, channel topic, guild member events
- Edit history snapshot on message update
- Muxer audio post-processing worker

Co-Authored-By: Claude <noreply@anthropic.com>
2026-06-13 13:51:21 +07:00
MythEclipse 615c23f061 chore(auto): task completed - unknown 2026-06-13 12:24:32 +07:00
MythEclipse dcede1d676 chore(auto): task completed - unknown 2026-06-13 12:11:37 +07:00
MythEclipseandClaude 30f8d7cce3 feat: replace corrections/tuner with dashboard module
Replace the corrections/adaptive-prompt-tuner feature with a new
dashboard module providing server stats and user profile overview.

Backend:
- Add dashboard module (routes, service, repository) with stats + user list + user detail endpoints
- Remove corrections module entirely
- Wire dashboard router in app.ts

Frontend:
- Add dashboard feature (DashboardStats, UserSummaryList, UserProfileDetail components + useDashboard hook)
- Remove tuner feature (CorrectionStats, CorrectionHistory, SubmitCorrection, useCorrections)
- Update API client from corrections → dashboard types/fns
- Rename tab 'tuner' → 'dashboard'
- Update MobileTabBar, Header, Sidebar links

Tests:
- Expand backend placeholder test with dashboard assertions
- Expand discord-gateway placeholder test with config/channel assertions

AI moderation:
- llmModerationClient: improve status/reply detection, expand safety categories, fix timer reset
- userProfileLearner: fix isReply refinement
- userProfileStore: add pending cache check
- messageMetadata: add crosspost type mapping
- migrate.ts: improve partial-index safety in schema push

Co-Authored-By: Claude <noreply@anthropic.com>
2026-06-13 11:24:42 +07:00
MythEclipseandClaude 7f3eb7b9ac feat(ui): add Adaptive Prompt Tuner tab with correction submission UI
- Add pgCorrectedModerationsTable to shared schema
- Create backend corrections module (stats, list, create endpoints)
- Add TunerPanel with Stats, History, and Submit sub-tabs
- Add AuthOverlay gate for Tuner (admin-only, same as Live)
- Set messages as default tab
- Wire Tuner into sidebar, header, and mobile tab bar

Co-Authored-By: Claude <noreply@anthropic.com>
2026-06-12 21:28:05 +07:00
MythEclipse 2557a07916 feat(core): implement data retention, metrics, and enhanced media handling
This commit introduces several significant improvements across the backend and gateway services:

- **Data Retention**: Added an automated cleanup scheduler in `discord-gateway` to prune expired messages, attachments, and voice recordings based on configurable retention policies.
- **Observability**: Integrated `prom-client` in the `backend` service to expose Prometheus metrics via `/api/metrics` and added default Node.js runtime metrics.
- **Media Handling**: Enhanced `MediaHandler` in `discord-gateway` to support media URL resolution and improved playback status tracking.
- **API & Config**: Expanded the configuration endpoint to expose more system settings and reorganized `.env.example` for better readability.
- **Refactoring & Cleanup**:
    - Removed unused `better-sqlite3` dependency.
    - Refactored voice channel routing.
    - Improved error handling and testing coverage with comprehensive unit tests for shared utilities and error classes.
- **Documentation**: Added `MEMORY.md` for project context.
2026-06-10 20:56:16 +07:00
MythEclipse f04b0f0b42 refactor(voice): optimize recording pipeline and improve performance
Refactor the voice recording and playback systems to improve efficiency, reduce latency, and enhance Docker build performance.

- **Infrastructure**: Optimize Dockerfiles using build mounts for pnpm cache and reorder layers for better caching of dependencies and build tools.
- **Backend/Gateway**:
  - Refactor `broadcast` module to use a generic event-based system instead of hardcoded functions.
  - Simplify voice recording logic by merging metadata and segment management into a unified `segment.ts`.
  - Optimize audio downsampling in `streamSetup.ts` using `Int16Array` views for better performance.
  - Implement `withFallback` utility for more robust Redis/Database command execution.
- **Frontend**:
  - Optimize audio playback visualization using pre-computed level shapes and efficient RMS calculation.
  - Reduce latency in voice commands by prioritizing WebSocket communication over HTTP.
  - Improve base64 encoding efficiency in audio transmission.
- **General**:
  - Add default value for `ADMIN_PASSWORD` in shared config.
  - Fix Docker healthcheck to use `127.0.0.1` instead of `localhost`.
2026-06-09 22:04:05 +07:00
MythEclipseandClaude Opus 4.8 07032ab521 refactor: atomic, DRY, and logging improvements across codebase
- Split llmModerationClient.ts (2170 lines) into 5 focused sub-modules
- Split aiAnalyzer.ts (1282 lines) into 4 modular pipelines
- Split messages.db.ts (826 lines) into 5 domain-specific modules
- Moved shared schema to @bete/shared, eliminated backend duplication
- Added createChildLogger to all voice-recording and AI moderation modules
- Extracted tryCommandThenFallback, normalizeMediaState, DEFAULT_VOICE_STATUS
- Created shared pagination.ts utility, eliminated 5+ cursor-pagination duplications
- Created shared messageMapper.ts for row mapping
- Standardized backend error handling with asyncHandler
- Added frontend createLogger utility and useAsyncAction hook
- Added structured logging to frontend hooks, socket, and API client

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
2026-06-09 19:46:08 +07:00
MythEclipseandClaude Opus 4.8 b68789fffc refactor: atomic, DRY, and logging improvements
- Shared Redis channel constants as single source of truth (redis-channels.ts)
- commandHandler.ts split into VoiceHandler, MediaHandler, GuildHandler,
  ModerationHandler with handler-registry.ts dispatch
- messageStore.ts (1322 lines) split into domain-specific DB files:
  messages.db.ts, attachments.db.ts, reviews.db.ts,
  moderation-actions.db.ts, retention.db.ts
- recorder.ts startSpeaking callback extracted into speakingHandler.ts,
  streamSetup.ts, segmentFinalizer.ts
- autoDeleteManager.ts split into autoDeleteEligibility.ts,
  autoDeleteNotify.ts, autoDeleteLogger.ts
- Added createChildLogger() logging across 8 service files
- Backend messages.repository.ts migrated from raw SQL to Drizzle ORM
- Fixed biome.json to exclude packages/**/dist/* from lint
- Fixed config.ts GUILD_ID pre-existing type error

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
2026-06-09 17:34:18 +07:00
MythEclipse 7108f6bb47 feat(system): implement graceful shutdown and expand websocket events
Improve system reliability and real-time capabilities by implementing a robust lifecycle management system and adding new broadcast events for attachments and voice recordings.

- Implement asynchronous graceful shutdown in backend to close HTTP, WebSocket, Redis, and database connections.
- Add new WebSocket broadcast events: `attachment_created`, `voice_recording_started`, `voice_recording_stopped`, `voice_recording_uploaded`, and `analysis_queue_status`.
- Refactor media status handling to use boolean `playing` state instead of string-based status.
- Centralize `PageResult` and `VoiceRecording` types to improve consistency between frontend and backend.
- Update frontend API client to include `listRecordings` and handle new WebSocket event types.
- Fix type mismatches in voice command handling and media status reporting.
2026-06-09 16:56:44 +07:00
MythEclipseandClaude Opus 4.8 7d6612bb2d refactor: resolve architecture disconnects and codebase weaknesses
- Consolidate eventTypes.ts as single source of truth for Redis channels:
  - Remove duplicate DiscordGatewayEvent interface from eventBroadcaster.ts
  - Replace all hardcoded channel strings with EventChannels constants
  - eventTypes.ts is no longer an orphan file

- Remove dangerous moderation action feature (selfbot safety):
  - Remove /messages/:id/moderate endpoint from backend
  - Remove moderation:action handler from commandHandler.ts
  - Remove publishFireAndForgetCommand (wrong envelope format)
  - Verified no remaining references to moderation:action in code

- Remove unused getCommandPublisher import from redis-bridge.ts

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
2026-06-09 13:22:09 +07:00
MythEclipseandClaude Opus 4.8 3614d32701 fix: resolve architecture disconnects and codebase weaknesses
- Standardize MessageRecord types — single source of truth from @bete/shared
- Clean up config: remove unused GUILD_ID/TEXT_GUILD_ID/TEXT_CHANNEL_ID, fix WEBSERVER_PORT default (3001), remove default admin password
- Move mascot_chat_messages table to Drizzle schema with proper migration
- Remove runtime DDL (CREATE TABLE IF NOT EXISTS) from mascot-chat repository
- Remove phantom analytics/ module from documentation
- Add better-sqlite3 dependency to root devDependencies
- Replace 'as any' casts with proper type assertions across AI moderation
- Add error logging to silent catch blocks in LLM client
- Apply Biome formatting and import organization

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
2026-06-09 13:07:01 +07:00
MythEclipseandClaude Opus 4.8 4becf0d6f1 refactor: comprehensive codebase cleanup and architecture hardening
- Sprint 1 (Quick Wins): Remove dead analytics modules, fix 4 unresolved
  imports, replace 3 console.warn with logger, remove mock-crc import
- Sprint 2 (Architecture): Create MascotChatRepository, AnalysisRepository,
  3 Zod schemas (mascot-chat, analysis, voice), deduplicate error classes,
  move 3 SQL queries from routes to repository
- Sprint 3 (Complexity): Replace 7 any types with proper interfaces,
  extract 6 helpers from prepareMediaMessage (CC 85 -> ~15)
- Sprint 4 (Config): Remove 22 dead env vars from .env, add 30 missing
  vars to .env.example, standardize naming

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
2026-06-09 10:16:04 +07:00
MythEclipseandClaude Opus 4.8 a4c2b93314 fix(voice): correct Express route for voice command
Route was POST /api/command (mounted at /api + /command)
Fixed to POST /api/voice/command (mounted at /api + /voice/command)

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
2026-06-09 00:13:00 +07:00
MythEclipseandClaude Opus 4.8 52f2968d8f fix(voice): add HTTP API fallback for transmit commands
- Add POST /api/voice/command endpoint in backend
- Frontend transmit now sends commands via dedicated WebSocket connection
  with HTTP API fallback if WebSocket fails
- Fixes issue where transmit start command was never received by discord-gateway

Previously commands were sent via the existing dashboard WebSocket,
which may not be connected when the Transmit button is pressed.
Now each command opens a fresh WebSocket connection with HTTP fallback.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
2026-06-08 22:55:11 +07:00
MythEclipse e00b23f9b8 fix(concurrency): eliminate all identified double-queue and race conditions
Implements full audit from double_queue_audit.md.

## Critical

fix(backend): reanalyze-batch — per-scope in-flight guard (messages.routes.ts)
  Two concurrent admin sessions clicking 'Retry All Errors' simultaneously now
  get a 409 REANALYZE_BATCH_IN_PROGRESS for the same guildId:channelId scope.
  Prevents the recovery worker from being triggered twice for the same set of
  error messages.

fix(discord-gateway): messageUpdate embed resolution skip (messageCapture.ts)
  Discord fires messageUpdate when link previews resolve 1-2s after send
  even though the message body is unchanged. Compare newContent vs
  existingContent before resetting ai_status to pending and re-queueing LLM.
  Eliminates a spurious duplicate analysis that could overwrite a valid result.

## High

fix(discord-gateway): scheduleAutoDelete idempotency (aiAnalyzer.ts)
  Add autoDeleteInFlight Set. Both processBatch and processIndividualFallback
  call scheduleAutoDelete; without the guard, a message that races through
  both paths launches two concurrent attemptAutoDeleteFlaggedMessage calls,
  producing a duplicate moderation-action log entry and a Discord 10008 error.
  The Set is cleaned up in a .finally() block after each attempt completes.

## Medium

fix(frontend): revert optimistic pending state on HTTP failure (useMessages.ts)
  Capture the prior MessageRecord inside the setMessages functional updater
  (no extra useCallback deps needed). If reanalyzeMessage() throws, restore
  the snapshot so the UI reflects the real DB state instead of lying.

fix(discord-gateway): exclude individual_analysis_exhausted from recovery queries
  Both getConversationKeysWithIncompleteAnalysis and
  getIncompleteMessagesByConversation now add a NOT LIKE guard for
  individual_analysis_exhausted. Prevents an infinite recovery loop if a bug
  ever writes both flags to the same row.

## Low

fix(discord-gateway): unified timer path in scheduleConversationAnalysis
  Remove the separate cooldown-path that created a secondary timer calling
  scheduleConversationAnalysis recursively. Replace with a single
  clear-and-reset pattern where delayMs = max(cooldownRemainder+500, debounce).
  Eliminates the edge case where both timers were live simultaneously.

## Misc

fix(backend): cast req.params.id to String() to satisfy Express typings
  Pre-existing tsc error (string | string[]) exposed by our edit.
  String() is correct; route params are always scalar strings at runtime.
2026-06-05 16:09:23 +07:00
MythEclipse 5c0a837cf0 fix(ai-moderation): eliminate double-queue on failure and spam-retry
Three root causes patched:

1. aiAnalyzer.ts — processBatch apiFailedMessages path:
   After reverting messages to 'pending', suppress shouldScheduleNext
   (was true by default) to prevent scheduleConversationAnalysis from
   firing immediately and racing with the recovery worker that will pick
   up those same pending messages on its next poll cycle.
   Also release the conversationProcessing lock immediately after the
   revert so the cooldown timer (not the full processing-timeout) gates
   the next attempt.

2. messages.routes.ts — POST /messages/:id/reanalyze:
   Add a per-message reanalyzeInFlight Set.  Concurrent requests for
   the same ID now return HTTP 409 instead of issuing duplicate UPDATEs
   and triggering multiple recovery worker activations.
   Also narrow the SQL predicate to 'WHERE id =  AND ai_status != pending'
   so a click that arrives while the recovery worker already picked the
   message up is a no-op at the DB level.
2026-06-05 15:38:31 +07:00
MythEclipse 67daea2f52 fix(analytics): filter out common file extensions from topic words
Excludes image, video, audio, and document file extensions from the
topic word extraction process to improve the quality of generated
analytics topics.
2026-06-03 20:15:24 +07:00
MythEclipse 8918dd09e2 fix(analytics): improve topic word filtering with Indonesian stop words and stricter noise reduction 2026-06-03 20:08:03 +07:00
MythEclipse cbee35c348 fix(analytics): replace regexp_split_to_table with UNNEST+STRING_TO_ARRAY and fix regex escapes 2026-06-03 19:55:43 +07:00
MythEclipse 4e12394168 fix: add error handling to analytics getTopics query and fix mascot tooltip positioning 2026-06-03 19:50:26 +07:00
MythEclipse de0c7927c9 refactor(analytics): update topic analysis to use word frequency
Replaces the previous AI-category based topic analysis with a word-based
frequency analysis using a Common Table Expression (CTE).

- Implements `word_list` CTE to split message content into individual words.
- Adds regex filtering to exclude URLs, Discord stickers, and emojis.
- Implements a stop-word filter to remove common Indonesian and English
  conjunctions, pronouns, and prepositions.
- Filters out words shorter than 3 characters.
- Updates the aggregation to group by word and limit results to the top 10.
2026-06-03 19:37:16 +07:00
MythEclipse ac678e8a88 chore: session auto-commit 2026-06-03 18:52:20 +07:00
MythEclipse ee50afb1c1 feat(mascot-chat): implement LLM-based response generation
Refactor the mascot chat service to use an LLM instead of hardcoded
rule-based responses. This includes building system prompts from
server insights and constructing conversation history for context-aware
interactions.
2026-06-03 18:30:18 +07:00
MythEclipse 58f5d4f7ce style(analytics): reorder imports and apply consistent formatting 2026-06-03 18:20:27 +07:00
MythEclipse f1bc36d6d8 feat(analytics): add moderation actions, AI stats, and attachment stats endpoints 2026-06-03 18:16:55 +07:00
MythEclipse 7904d7f38d ``` 2026-06-03 15:01:34 +07:00