Blog

Notes on machine learning, AI engineering, and whatever else I'm building.

• 2026-05-30 Notes on the future: AI, SaaS, and the markets that will bleed
  AI won't kill SaaS. It will compress per-seat pricing, bleed single-dev DevTools, and bleed early-stage technical VC. The rest of the market just changes shape.
• 2026-04-04 Agent harnesses don't transfer
  Everyone now agrees that the harness contributes more than the model. What people are not saying out loud is that the harness pattern we converged on was shaped for coding, and copying it into other domains is making most non-coding agent products worse than the chatbots they were going to replace.
• 2026-02-15 Claude Council: when one agent isn't enough
  A Saturday hack that turns Claude Code skills into a multi-agent debate. The chat interface is the wrong shape for hard decisions.
• 2025-10-08 Engagement surveys are theatre
  We used to do qualitative research. Then scale broke it and we built surveys instead. LLMs let us go back, if we get the pipeline right.