DatasetPublic With Caveat
OpenSSF Repository Snapshot 2026
Canonical State 2026 OpenSSF Scorecard repository snapshot.
July 20, 2026Open
Start with the pressure: sales, launch, abuse, agents, data, or guardrails
Statistic
Repositories represented in the State 2026 OpenSSF snapshot.
Repository control evidence must not be interpreted as complete organizational security maturity.
Connected intelligence
Canonical State 2026 OpenSSF Scorecard repository snapshot.
94.3% of observed repositories in GHArchive's bounded rolling-window sample (412 of 437) remain unclassified as AI-security-specific — the AI-native tooling ecosystem employers ask for barely exists yet.
What companies really mean by AI Security Engineer and why the operating model is lagging the technology.