Learning path

Production AI Foundations

Learn the architecture and hands-on engineering practices required to move from a model call to a reliable production AI system, then extend that foundation into production RAG with versioned ingestion, hybrid retrieval, authorization, citations, observability, and evaluation.

advanced4 available steps~3 hours
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Layered production AI learning pathFour connected learning layers progress from architecture through reliability and observability to production impact.01Architecture02Reliability03Observability04Production
Prerequisites
  • HTTP and API fundamentals
  • Node.js or comparable backend experience
  • Basic TypeScript
  • Basic LLM API usage
  • Async error handling
  • Basic logging and metrics