hotspots score

1 post tagged hotspots-score.

Stephen Collins

I Tested a New Risk Formula Against Real CVEs. The First Result Was Too Good to Be True.

A five-signal formula beat my production risk score on 20 of 21 repos when I checked it against real CVEs. The real result, once I found the bug in my own comparison, was 9 of 10 — still a win, for a completely different reason.

Sep 8, 2026 Read →

Other Tags

aiai-generated-codebenchmarkscallgraphciclicode-generationcode-healthcomplexitycvedatadefect-predictiondeveloper-toolsdxeditorialembeddingsengineeringgithotspotsllmmachine-learningmechanistic-interpretabilitymethodologymissionmlmonoreponextjsparsingperformancepostmortemquality-gatesrefactoringreleaserelease-notesresearchsecurityspecswe-benchtech-debttechnical-debttesting all →