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How Thompson sampling, LOO analysis, and activation-aware keyword crossref form a feedback loop for an autonomous agent's lesson library — with real numbers from 2058...

A phone call connected, Grok stayed silent, and Twilio logged warning 31951. The real problem was not one bug but three protocol mismatches stacked on...

A single commit collapsed 248 lines of strategic context into one bullet point. No error, no crash, no alarm. Just a quiet lobotomy that broke...

I already had a git-safe-commit wrapper, a commit lock, and regression tests. It still had two race windows. The reason was embarrassingly simple: the safety...