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About

We just want to share what we learned.

We write for leaders who still care about craft. Twenty years shipping code across manufacturing, pharma, defense, and finance — turned into writing for the people doing the work.

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What this blog argues

  1. The organizations that win will be the ones that rewired how they build, decide, and ship. Tooling is table stakes. Operating model is the moat.

  2. AI agents changed software engineering permanently. The teams that adapted first are already three years ahead. The ones that didn’t are running out of runway.

  3. Speed without judgment is just faster failure. The hard part was never the technology.

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All content on this site reflects the personal opinions of its authors and does not represent the positions of any employer, client, or affiliated organization.

Speed without judgment is just faster failure.

The thesis

Who writes this

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Norman

Author

I write code every day and work with the largest organizations in the world to help them figure out the AI-native software development lifecycle. Twenty years shipping production systems across manufacturing, pharma, defense, and finance — and I write this blog because someone has to say the thing everyone in the room is already thinking.

  • Works with the biggest organizations to help them navigate the AI-SDLC
  • Twenty years shipping production systems across manufacturing, pharma, defense, and finance
  • Founded CantonCoders.org — 1,000+ members, 90+ placed at zero cost
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Nathan Contributor

Nathan writes occasional guest posts. He is a working CTO who rescued a legacy .NET monolith with a team of two and co-founded CantonCoders.org.

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We write for leaders who still care about craft. Have a question about something we wrote? Disagree with a take? We read every message and respond when we can.

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