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Luis Mori Guerra

Engineering Manager / Technical Lead

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ML/AI Infrastructure: A Quick Look, and the Skills You NeedThe Parallel Track: Learning AI Engineering While Your CS Degree Catches UpStill Human Work: The Tasks That Need Judgment and Intuition When AI Writes the CodeRAG Apps in Practice: Structured Knowledge, Better Retrieval, and Real EvalsUsing GitHub Spec Kit to Investigate Alternatives Before You Build

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Knowledge Management

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RAG Apps in Practice: Structured Knowledge, Better Retrieval, and Real Evals

A practical guide for engineers and PMs designing RAG apps over well-structured, chained knowledge: how to chunk, retrieve, rerank, cite, evaluate, and improve with evidence instead of vibes.

Jun 15, 2026 28 min read

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