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Interactive roadmap

Backend Developer + AI

AI capabilities in reliable backend systems

LLM APIs, RAG, tools, queues, observability, evaluation, and production architecture.

10–16 weeksBackend developersPython developersAPI engineers
Open as course →Every node has an evidence route
3stages
9nodes
2projects and milestones
  1. 01

    Shared AI core

    Core literacy and output control.

    Stage outcomeSafe and verifiable use of AI.
    Materials ready
    Materials ready
    Prerequisites: AI literacy and model limits
    Materials ready
    Prerequisites: Prompt and context engineering
  2. 02

    LLM API integration

    Contracts, streaming, and reliability.

    Stage outcomeA production-ready AI client.
    Materials ready
    Materials ready
    Materials ready
  3. 03

    RAG, tools, and production

    Knowledge, actions, quality gates, and monitoring.

    Stage outcomeAn AI feature with SLOs, evaluations, and rollback.
    Materials ready
    Materials ready
    Materials ready