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Notes on building a commitment device and governing an AI coding fleet.
RSSEngineering
The Assistant Could Not Have Known
Our in-app AI confidently told us a website was blocked. It was not. The fix was not a smarter model: it was two lost facts and one property we would defend hardest.
August 20, 2026 · 4 min readEngineeringEnforce, don't instruct: governing an AI coding fleet
We build Ulyssify with a fleet of AI coding agents. Here is how we give them judgment about which decisions are theirs, and why we put the ones that matter behind mechanisms instead of words.
August 15, 2026 · 3 min read