50+ agenți AI specializați · 16 departamente · leadership de 3 niveluri · 10 protocoale operaționale active. 100% română, coordonați de @ana (COO) și @victoria (CMO) sub mandatul Bogdan Aliciuc.
CEO decide strategic, C-suite operează zilnic, departament leads execută vertical.
Fiecare agent are profil complet pe GitHub: skills, tools, output contracts, anti-timeout. Click „Profil →" pentru detalii.
Agenți cu expertiză într-un domeniu specific, invocați doar pentru context-ul lor.
5 patterns frecvente · pe vertical de business — agenții se cheamă cu ordine deterministă.
Când decizia are impact major, invoc trei perspective diferite pentru a evita orbire de domeniu.
Classifier-ul hibrid (rule-based + LLM fallback) alocă fiecare prompt la modelul minim necesar.
Cum funcționează echipa: memorie persistentă, anti-timeout, caching, batch API, sub-agents, model routing, observability.
| Categorie | Protocol / Regulă | Owner | Status | Document |
|---|---|---|---|---|
| Core | Rules generale echipă | @ana | ACTIV | rules.md |
| Core | Memory protocol (active-projects, learnings, session handoff) | @ana | ACTIV | memory-protocol.md |
| Core | Anti-timeout (scrieri <10KB, push frecvent) | @lucian | ACTIV | anti-timeout-protocol.md |
| Core | Output contracts (markdown structurat, citate) | @ana-pm | ACTIV | output-contracts.md |
| Core | Proactive recommendations (2-3 opțiuni cu pro/contra) | @ana | ACTIV | proactive-recommendations.md |
| Core | Escalation gate (când urc la Bogdan) | @ana | ACTIV | escalation-gate.md |
| Cost | Model routing (haiku/sonnet/opus) | @nicolae | ACTIV | model-routing.md |
| Cost · Init #7 | Routing classifier hibrid (rule + LLM fallback) | @nicolae | ACTIV | model-routing-classifier.md |
| Cost · Init #9 | Prompt caching v2 (TTL 1h, 4 breakpoints, target 70% hit) | @nicolae | ACTIV | prompt-caching-protocol-v2.md |
| Cost · Init #9 | Batch API protocol (50% off, stackable cu cache = 95% off) | @cosmin · @robert | ACTIV | batch-api-protocol.md |
| Cost | Cost budget (€105-110/lună total) | @florin · @robert | ACTIV | cost-budget.md |
| Architecture · Init #4 | Sub-agents pattern (context window izolat) | @nicolae | ACTIV | sub-agents-protocol.md |
| Architecture · Init #5 | Letta tiered memory (hot/warm/cold) | @nicolae · @alex | ACTIV | memory-tiered-protocol.md |
| Architecture · Init #6 | Reflection loops (4 agenți strategici) | @nicolae | ACTIV | reflection-loop-protocol.md |
| Architecture · Init #10 | Skills progressive disclosure | @ana · @victoria | ACTIV | skills/SKILL.md |
| Routing | Agent routing (sintaxă @<nume> unificată) | @ana | ACTIV | agent-routing.md |
| Routing | Tool restriction tiers (acces granular) | @sorin · @lucian | ACTIV | tool-restriction-tiers.md |
| Hooks · Init #2 | SessionStart — onboarding context automat | @lucian | ACTIV | settings.json |
| Hooks · Init #2 | PostToolUse — audit log toate tool calls | @lucian | ACTIV | post-tool-use-audit.sh |
| Hooks · Init #2 | PreToolUse — secret-scan înainte de push/PR | @sorin | ACTIV | pre-tool-use-secret-scan.sh |
| Hooks · Init #2 | PostToolUse — auto-lint TS/JS/TSX după Edit/Write | @lucian | ACTIV | post-edit-autolint.sh |
| Hooks · Init #7 | UserPromptSubmit — task complexity classifier | @nicolae | ACTIV | classify-task-complexity.sh |
| Workflows | Cloudflare Pages auto-deploy la push pe main | @lucian · @vlad | ACTIV | deploy-pages.yml |
| Workflows · Init #1 | Claude Code Action — auto PR review | @lucian · @sorin | ACTIV | claude-pr-review.yml |
| Workflows · Init #9 | Nightly KB re-index (cron 02:00 UTC, Batch API) | @cosmin | ACTIV | nightly-kb-reindex.yml |
| Workflows · Init #8 | Weekly cost audit (cron duminică 03:00 UTC) | @robert · @dragos | ACTIV | weekly-cost-audit.yml |
| Workflows · Init #8 | Braintrust eval on PR (așteaptă API key) | @adrian | PENDING | eval-on-pr.yml |
| Init #3 | Seasonal archival memorie (3 luni) | @cosmin · @alex | ACTIV | archive-old-memory.sh |
| Init #8 | Observability stack (Langfuse + Helicone + Braintrust) | @lucian · @dragos | DOCS | shared/ |
| Compliance | Compaction protocol (rezumare context la limită) | @nicolae · @ana | ACTIV | compaction-protocol.md |