Notes from my own work
What I've learned.
Measurements worth keeping, including the ones that changed my mind.
July 2026 · AisleLens v3.5
Same commit, two answers
338 captures lost no rows. 78 chosen cases found 11 regressions.
July 2026 · AisleLens v3.2Correcting my own error bound
I published 0.83%. A defect with no quote to question changed the bound to 7.80%.
August 2026 · PRIVI researchTools that say what they change
4,445 tools. 199 assessed repositories. Just 103 stated whether they change state.
Each note names its historical measurement. None is a claim about current accuracy.