When AI writes all the code
I delegate implementation to agents while staying involved in design, evaluating larger features, and checking that the whole application works as I expect.
Latest · Building · 27 Oct 2026 · 6 min · ~1.3k words
The loops I use to fix bugs, build features, and start projects with agents, and why I'd rather be on the loop than in it or out of it.
I delegate implementation to agents while staying involved in design, evaluating larger features, and checking that the whole application works as I expect.
How to use devcontainers to run AI agents like Claude Code and Codex in isolated environments you control, so you can skip the permission prompts.
Still shipping. Now with agents.
I'm a principal engineer learning new things, building useful tools, and figuring out what I want from my work. These are the field notes.
I work on the AI infrastructure team at Cloudflare. Before that I ran my own startup, Flipt, and before that I helped build GitHub Container Registry.
The letter
New essays by email. It costs nothing.