[ Masterclass Roadmap ]

The AI Systems Architect Roadmap

A 15-part masterclass on building production-grade AI systems — from rethinking the MERN stack to hybrid retrieval, observability, FinOps, and stateful agents.

3 lessons•3 published•~98 min total
  1. 08
    ProductionPublished

    94% Compression

    How we cut an agent-graph payload by 94% — by designing the format around the data, not gzip.

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  2. 11
    ProductionPublished

    LLM Observability

    A multi-step agent that only logs is a black box. One OpenTelemetry span per step makes it readable.

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  3. 15
    CareerPublished

    The AI-Native Portfolio

    Show systems, not tool usage. Turn the portfolio itself into proof-of-work for lead roles.

    Read lesson →

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