Software architect building teams and systems that scale — currently in the AI Center of Excellence on an enterprise team, designing the evaluation, monitoring, and data infrastructure that makes enterprise AI reliable in production.

Writing about AI systems architecture, engineering leadership, and what my workshop teaches me about both.

Featured

• The Genetically Modified Employee

  13 Apr, 2026

  Companies are encoding their best people's capabilities into AI agents. But human traits aren't a parts catalog — the capabilities you want and the ones you'd rather not deal with are often the same gene. Understanding that entanglement is the difference between extracting value and amputating it.

• The Verifiability Ladder: How AI Learned to Code, Why Developers Paid the Price, and Where the Economy Breaks

  2 Apr, 2026

  AI didn't target developers because they were easy to replace. It targeted code because compilers give the cleanest feedback signal for reinforcement learning. Developers were collateral damage of a training methodology — and they're just the first rung on a ladder that climbs from verifiable to unverifiable work.

• AI Can't Replace What It Can't See

  31 Mar, 2026

  Companies are replacing senior talent with juniors and AI tools. But the most critical knowledge in any organization — the kind that drives real decisions — is invisible to AI entirely.