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Marcos
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Practical AI/ML engineering notes for production systems.

  • Agentic RAG is great until the retrieval loop eats your budget

    Published on
    10.09.2026
  • Write a latency budget before you build the RAG pipeline

    Published on
    08.09.2026
  • Stop tracking cost per token. Track cost per outcome.

    Published on
    05.09.2026
  • The evaluation setup I insist on before a RAG system goes live

    Published on
    02.09.2026
  • From notebook to production: the checklist I run before launch

    Published on
    29.08.2026

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