essays · arguments and working notes
Essays
Arguments, opinions and working notes from the lab. Essays are written to make a case, not to report a study; where one leans on evidence, it links to it, and the studies themselves live under Research.
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2026-10-02
What I learned rebuilding Pi Audit Loop
A review and simplification loop found real bugs, but it also confused findings with repairs. I rebuilt it around one change, a checked revision and a final diff review. · pdf
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2026-09-11
The harness is the signal
As models improve, some of today's agent machinery will disappear. The parts that govern permissions, execution, recovery and accountability probably will not. · pdf