aisecurity.llc
Open-source activity is the market's most honest signal: builders allocate time to what they believe matters, independent of employer mandate or press framing. This layer measures where that attention is going.
GHArchive — Builder Ecosystem
Rolling GHArchive ingest tracks public GitHub activity across AI-security-scoped repositories and classifies directional domain movement. Event counts and bucket share are ecosystem signals only, not proof of private enterprise implementation. Pipeline is bounded and resumable with queue/retry status exposed at `/api/external/gharchive/status`. Directional signal — not proof of production security maturity at any organization.
Seeded GitHub repos classified into AI security taxonomy buckets.
Stars, forks, PRs, issues — combined activity signal across all repos.
Most common GitHub topic tag across classified repos.
Primary implementation language of classified repos.
Charts
External Signals
First-seen repository signal — builder ecosystem growth rate.
External Signals
Event proxy count per month across AI security classification buckets.
External Signals
Number of unique GitHub actors contributing per classification bucket.
External Signals
Repos with AI-security-scoped GHArchive activity per month.
External Signals
Dominant GitHub event types in the scoped stream.
External Signals
Estimated long-lived activity retention at 30/90/180 day windows.
External Signals
Highest-volume repos in the current ingest window.
| month | repo name | classification bucket | event proxy count | actor count | stars | language |
|---|---|---|---|---|---|---|
| 2026-05 | muaddibco/RealWorldProblems | agentic_action_security | 272 | 1 | 0 | Unknown |
| 2026-05 | vellum-ai/vellum-assistant | agentic_action_security | 272 | 8 | 0 | Unknown |
| 2026-05 | google-gemini/gemini-cli | detection_and_runtime_monitoring | 254 | 13 | 0 | Unknown |
| 2026-05 | anthropics/claude-code | prompt_and_generation_security | 252 | 53 | 0 | Unknown |
| 2026-05 | prasinus-automation/bladeboyz | ai_governance_and_assurance_engineering | 251 | 1 | 0 | Unknown |
| 2026-05 | NousResearch/hermes-agent | agentic_action_security | 209 | 75 | 0 | Unknown |
| 2026-05 | judgemind/judgemind | detection_and_runtime_monitoring | 203 | 4 | 0 | Unknown |
| 2026-05 | manaflow-ai/cmux | detection_and_runtime_monitoring | 183 | 9 | 0 | Unknown |
| 2026-05 | openclaw/openclaw | prompt_and_generation_security | 145 | 55 | 0 | Unknown |
| 2026-05 | badMadeC0/html2md | secure_ai_software_supply_chain | 138 | 6 | 0 | Unknown |
External Signals
Average actors per repo from scoped GHArchive stream.
External Signals
PR/review to push ratio by bucket.
External Signals
Top-10 repo share of bucket event volume (%).
External Signals
Average classifier evidence-hit strength per repo by bucket.
External Signals
Avg control/governance artifact signals per repo by bucket.
External Signals
Release events normalized per 100 repos by bucket.
