I Built a Multi-Agent AI System in Preparatory School — Here's Every Technical Decision, Mistake, and Lesson


A deep dive into LangGraph orchestration, LLM fallback chains, async concurrency, encrypted secrets, WebSocket streaming, and production deployment — written by a second-year prep student in Tunisia







The Premise


Before I...