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5 posts
10 min readEvery study of AI and developer productivity measures how long a task took. That number stops meaning anything the moment you run five sessions across four repos. I went looking for research on people who work this way and found one note, seven people, and an author begging me not to build on it.
8 min readHand a coding agent the whole feature and you get a 2,000-line diff you can't review and shouldn't trust. A better prompt won't fix that. A smaller unit will: the review-sized slice. Spec first, failing test second, one worktree each, straight through the door.
12 min readThe honest anatomy of my cross-vendor review fleet: three model vendors under three GitHub Apps, a 21-subagent full matrix, a Gemini that spent three months benched, and a house rule that no finding ever gets lost.
11 min readThe cover pipeline behind this blog: two stages, two human picks, and a same-day rewrite that fixed bad AI art by moving the human earlier instead of buying a better model.
12 min readA quarter of a five-month-old fleet, archived inside a 21-day window. Why AI-assisted velocity makes repo-killing routine, and the checklist (successor first, verified bundles, a Kill Ledger) that makes it safe.