| 👔 CEO | Direction | 1 daily brief, 2-3 décisions | Brief Telegram 7h, validation budget, hiring | ✅ Quotidien |
| 💊 Ethica | Prospect | ~~100 HCPs enrichis/jour | 131K+ HCPs base, emails DZ+MA+TN, téléphones | +500/j |
| 📊 Analyst | Prospect | 5-10 analyses/jour | SWOT, segments B2B, rapports concurrence | Actif |
| ✍️ Writer | Prospect | 10-20 emails/jour | Cold emails, proposals, posts LinkedIn | Actif |
| 🏗️ Architect | Consult | 1-2 blueprints/jour | Architectures cloud, schémas microservices, diagrammes | Actif |
| 🦌 DeerFlow | Research | 3-5 recherches deep/jour | Synthèses 12+ sources, veille tech, rapports R&D | 113 skills |
| ⚡ Executor | Dev | 5-15 deploys/jour | Scripts, migrations DB, Dockerfiles, releases | Actif |
| 🐛 Debugger | Dev | 3-8 fixes/jour | Bug fixes API, memory leaks, SQL patches | Actif |
| 🤖 WEDROID | Dev | 10-30 auto-fixes/jour | Repair PG index, clean rows, restart services | v5.0 Auto |
| 🎨 Designer | Dev | 2-5 mockups/jour | Dashboard UX, design system, proto Figma, CSS | Actif |
| 🐕 Watchdog | Infra | 480 checks/jour (*/3min) | Restart Nginx, Docker restart, disk alerts | 480/j |
| 🛡️ Guardian | Infra | 288 scans/jour (*/5min) | chattr +i, firewall, intrus detection | 288/j |
| 💻 Blade | Desktop | 1440 syncs/jour (60s) | Desktop→S204 sync, PowerShell tasks, uploads | 1440/j |
| 🔐 Security | Sécu | 2-5 audits/jour | OWASP scans, header audit, XSS tests, SSL checks | Actif |
| 🧪 QA | QA | 296 tests/jour (2×148) | NonReg 153 tests, Playwright 41, visual baselines | 296/j |
| 🔬 Scientist | QA | 1 bench/jour (5h cron) | 182 modèles benchmarkés, leaderboard, scores | 182 models |
| ⏰ EthicaCron | Cron | 288 runs/jour (*/5min) | Drip DZ+MA+TN, DabaDoc scrape, master dedup | 288/j |
| 🔄 B2BCron | Cron | 6 cycles/jour (/4h) | LinkedIn scrape, email pattern, mega enricher | 6/j |
| 📮 PMTA | MTA | Pilot pas lancé | DKIM signing, bounce processing, queue management | 10K/j |
| 🚀 KumoMTA | MTA | Config ready | Smart routing, IP warming, DMARC compliance | 5K/j |
| ⚡ Groq | AI | ~150 req/jour | Réponses chatbot, classification, embeddings | 500/j |
| 🏠 Ollama | AI | ~50 req/jour (7 modèles) | Local inference souveraine, medllama2, weval-brain | 200/j |
| 🎯 SkillsRAG | Platform | ~100 queries/jour | 4414 skills Qdrant, search+match, auto-select | 4414 skills |
| 🏆 AIBench | Platform | 1 daily run (5h) | 182 modèles scorés, 15 domaines, leaderboard | 182/day |
| 🔭 OSSDiscover | Platform | 1 scan/jour | 685 OSS tools catalogués, trending, évaluation | 505 tools |
| 📊 TOTAL PLATEFORME /JOUR | ~5,000+ actions automatisées | 191 agents, 20 depts, 6 APIs temps réel | 🟢 LIVE |