Dev claims adaptive testing cuts CI bill to 2-3% of $1M peak

vincent_koc · x · 2026-11-06

Developer Vincent Koc reports a 95% CI reduction on top of an earlier 80% cut, bringing his CI bill to 2-3% of a peak above $1M via adaptive testing.

Screenshot shows provisional results: across 106 CI runs in a three-hour window, test-file selections dropped 94.65% — 1,435,883 full baseline vs 76,796 selected, 1,359,087 skipped. He plans a write-up and an open-source library to plug into any CI.

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