🤖[PILIER D'INGÉNIERIE PERMANENT]
Systèmes Agentiques & Automatisation
Orchestration multi-agents, protocoles d'outils et machines d'états asynchrones résilientes.
Résumé Exécutif & Direct Answer
Les agents sans schémas stricts échouent en production. La fiabilité repose sur des boucles bornées et la vérification d'état.
Principes d'Architecture & Règles Clés
Principle 01
Bounded Execution Loops
Every agent loop must enforce a hard recursion ceiling and structured error breakout.
Principle 02
Model Context Protocol (MCP)
Decouple agent capabilities into composable, isolated MCP servers for secure filesystem, database, and API interactions.
Principle 03
Deterministic Validation
Validate LLM outputs against strict JSON schemas before committing state to databases or external APIs.
Analyses & Guides Pratiques
Belghitis Editorial & Benchmarking Protocol: All analyses in this hub are verified through hands-on Docker/VPS execution, determinism tests, and zero sponsored bias.
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