Engineering log
Improvement passes, written down
AgreementAtlas gets better by being made to fail: a frozen set of vetted questions, scored against real published agreements, and an engine that only earns a fix when a failure can be named at the level of a mechanism. Each entry here summarises one pass — what broke, what changed, and whether the lesson travels beyond the vendor it was found in.
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31 July 2026
One night, 106 questions, four ways PDFs lie to parsers
The first automated hardening pass: a cross-vendor golden set, an instrument that caught its own bug, and why every citation should be allowed to say "I'm not sure."