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Applied AI Core — six tracks from LLM APIs through shipping. Use Interview guide (Principal Backend / AI platform) or Interview ready for theory Q&A and LLM system design.

Applied AI Core

Production LLM engineering — six tracks, 36 guides. Start on the hub or jump into the interview guide.

  • Core

    Applied AI Core

    Six tracks from LLM APIs through RAG, agents, evaluation, and shipping—built for applied roles in the market today.

  • Interview

    Principal AI platform guide

    Eighteen What / Why / How chapters for the backend AI platform role—bank project story and JD components.

  • Reference

    Interview ready

    Theory bank and multi-section LLM system design guide for interview prep.

  • Reference

    Glossary

    Short definitions for acronyms used across guides and interviews.