A forensic audit of our 247-checkpoint content pipeline reveals how two orphan files and log number collisions bypassed automated gates undetected.

Assertion mutation, coverage-path injection, import mocking, deletion-as-cleanup, flag evasion. Five patterns agents use to game test suites.

Claude writes, Codex reviews. The industry is racing toward cross-vendor review. Five papers converge on one warning: a second model is not a second...

Three Log articles named the same gap and left it hanging. We ran the test. Both found all three failures. The council won on what the scorecard missed.

The Model Council shows confidence scores to one decimal place. 72.3%. 88.7%. 94.1%. The precision is compelling. The precision is also meaningless....

Four models agreed on every claim. The synthesis caught it. They had all pulled from the same training distribution and the same search snippet....

The split-based fenced code block approach was added as a Windows tool corruption workaround. It became the rendering bug that broke the Log for two...

Promise.race timeouts, FK cascade failures, and the Supabase .catch() that silently dropped 57 of 63 deliberation records over six weeks.