Task: Ulias Org - Vision Complete (Sprints 2-8)

Date: 12/02/2026 23:30 Status: TERMINE Projets: ulias-org, ulias-org-web

Resume

Implementation complete de la vision Ulias Org, sprints 2 a 8. Le systeme passe de 4 agents basiques a 25 agents organises en 7 equipes, avec persistence Supabase, routing LLM intelligent, pipelines, CEO intelligence, et fiabilite production.

Sprints implementes

Sprint 2: Persistence + Smart Routing

• Tables Supabase (schema agents, 10 tables)
• DB integration layer (AgentsDB wrapper)
• Interpreter agent (routing LLM via qwen3:8b GPU 1)
• Multi-step decomposition
• Context trimming (layers prioritaires, budget tokens ~6000)
• Session cleanup (idle 30min)
• Page /history web UI

Sprint 3: Engineering Team

• Agent registry central (remplace AGENT_PROMPTS)
• 5 agents engineering: coder, reviewer, tester, deployer, architect
• Pipelines: verification_chain, code_and_deploy
• Git workflow helpers

Sprint 4: Ops + Notifications + Decisions

• Agents ops: backup, infra
• Notification service (ntfy + WS)
• Scheduler (health_check 5min, backup_check 6h, disk_usage 1h)
• Decision workflow (CEO approval pour tools sensibles)
• Page /decisions web UI

Sprint 5: Research + Media + Security

• Agents media: transcriber, vision, organizer
• Agents security: auditor, watcher, patcher (requiresApproval)
• Agents research: analyst, documenter
• Tools: whisperTranscribe, analyzeImage
• Page /teams web UI

Sprint 6: Transversal Team (The Brain)

• pgvector extension + embedding column
• Agents: strategist, optimizer, connector, learner
• Cosine similarity search pour lessons pertinentes
• Knowledge retrieval dans context builder

Sprint 7: CEO Intelligence

• Agents: profiler, anticipator, simplifier
• CEO profile persistence (preferences, patterns)
• SuggestionsBar component
• /api/profile GET/PUT
• Pages /settings web UI

Sprint 8: Reliability + Polish

• Circuit breaker (3 failures → 60s cooldown)
• LLM retry avec backoff exponentiel (3 tentatives)
• Parallel tool execution (Promise.all)
• Response cache LRU (50 entries, 5min TTL)
• Error pages (404, 500)
• Keyboard shortcuts (Escape clear, Enter send)

Remaining items finalises

• Pipeline routing wire dans Director
• /api/suggestions endpoint (suggestions contextuelles)
• SuggestionsBar integre dans Chat page
• ENABLE_SCHEDULER dans conf.prod.gouroubleu.yml
• 29 tests E2E (circuit-breaker, registry, interpreter, pipelines)

Commits

• ulias-org: 3942ed5 (S4), ee956ca (S5), 755d6eb (S6), 24776bc (S7), 6a8936c (S8), 1519f4b (finalize)
• ulias-org-web: 82c3f72 (S4), d57b537 (S5), 86de4f4 (S7), 4cba8ac (S8), f5f13a4 (finalize)

Stats finales

• 25 agents across 7 teams
• 30+ tools via connectors-api
• 2 pipelines (verification_chain, code_and_deploy)
• 29 tests passing (82ms)
• v0.8.0 deploye en production