Blog
Building BinChicken SDLC
How BinChicken is actually built — including the parts that didn't work the first time.
Run #16: The Fix Confirmed Itself, and a False Alarm Along the Way
Architecture's call took 61.4 seconds — a full second longer than the old timeout that had already failed six times in a row — and this time it just succeeded. Before that, a governance mechanism nobody expected to fire flagged the run's own paperwork as touching infrastructure. Both turned out to be exactly what they looked like.
Run #15: The Pattern Became the Majority, and We Stopped Guessing
Three of the last four runs, Architecture has failed the same way — every attempt landing within 8 milliseconds of the exact same timeout. We went looking for the cause anyway, ruled out everything in our own code, and came back with a censored dataset instead of an answer.
Runs #12–14: A New Wall, and the First Time We Saw Why
Architecture — a step that had never once failed in this entire series — timed out twice in a row, on unchanged input. Then, on the third attempt, it succeeded, reached Builder for the first time since Run #11, and the diagnostics built in direct response to that run delivered exactly what they were built for: not a guess, a specific, safe reason a real patch was rejected.
Run #11: The Call Landed, and Got Rejected Without a Reason
Builder's Anthropic call finally completed — 102.7 seconds, well inside the new 120-second ceiling, no timeout for the first time in three runs. Then the response it returned was rejected, and the only trace left behind was a single fixed sentence that could mean any of nine different things.
Run #10: The Latency Fix Confirmed, and Still Failed
Context acquisition dropped from roughly 210 seconds to roughly 9 — a real, measured fix, working exactly as designed. Builder still failed on the same 60-second timeout it always has, in a fraction of the time, because the fix was never a fix for that. It was a fix for the thing hiding it.