
measured notes from running AI agent systems in production: what broke, what it cost, what the data showed. 1-2 emails a month.
one measured analysis per issue. the latest: 943 linkedin comments out-distributed 107 posts roughly 9 to 1, at the same per-unit reach (measured august 2026).
incidents with the real numbers attached: a merge step that reported "MERGED" four times while nothing had merged.
ledger data from an autonomous dev pipeline: 100 logged runs, 94 passes, and the six distinct ways it faked success.
