StatisticPublic With Caveat
1,286,572
OpenSSF snapshot repositories
OpenSSF Repository Snapshot
Repositories represented in the State 2026 OpenSSF snapshot.
July 20, 2026Open
Start with the pressure: sales, launch, abuse, agents, data, or guardrails
Finding
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.
Finding
Employers demand AI-native security tooling that the open-source ecosystem has mostly not built yet.
A live, bounded rolling-window sample, not a cumulative tracked-repo registry.
Connected intelligence
1,286,572
OpenSSF snapshot repositories
Repositories represented in the State 2026 OpenSSF snapshot.
What companies really mean by AI Security Engineer and why the operating model is lagging the technology.