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Subtle Machinery explores how AI is reshaping the way we work, think, and grow. It’s where technical deep dives meet professional reflection—covering everything from building agents and coding workflows to navigating the human side of modern work.

If you're curious about how AI tools like Claude, GPT, or Cursor can transform not just your output, but your approach to problems, leadership, and learning—this newsletter is for you.

What to expect

  • Honest, first-hand experiments with AI tools

  • Thoughtful takes on the future of work and skills

  • Lessons from building systems, teams, and habits in the age of intelligent software

  • Occasional rants, sharp frameworks, and quiet moments of “huh, that’s interesting”

I write for technologists who think strategically, and for strategists who aren’t afraid to get technical.


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No fluff, no spam. Just ideas worth your time.

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Behind every AI workflow is a human trying to make it all work. Subtle Machinery explores the intersection of code, decision-making, and personal growth in the age of AI.

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I write about AI and its impact on our life and work.