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Effective AI Engineering

Hard-won lessons from over a decade of shipping AI at Google, LinkedIn, and startups.

DSPy looks great in a notebook. LangChain breaks in prod. Every new framework promises to fix everything... Yet you're still always debugging at 2 AM wondering what went wrong.

I've been shipping AI for over a decade. Over and over I see the same mistakes, same patterns, same fixes. Every week, I share what really works.

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    P.S. you'll see me refer to you as "Junior Plastics" - an homage to my favorite movie, Mean Girls! The Junior Plastics are the new "popular girls" who still have some life lessons to learn.

    Just like you with AI engineering!