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An open sketchbook on a workbench-style desk beside a floating, blue-glowing neural network structure.

lab

lab notes.

Notes on AI, software, teams, and three hype cycles. Published when there's something worth saying.

  1. 004

    AI with taste

    Why AI-generated websites all look the same, and what happens when you move the taste into the repo.


    4 min read

  2. 003

    On vibe coding

    What's actually new, what isn't, and which work to use it for and which not.


    4 min read

  3. 002

    Why most AI projects fail

    Five patterns I keep seeing for two years, plus what the successful ones have in common.


    8 min read

  4. 001

    37 years, three hype cycles

    Three cycles, three substrates, three lessons: why AI is substitutive where web and mobile were additive.


    5 min read