Your public repos and job postings confirm active agentic development: Show HN: "Show HN: Forge – Guardrails take an 8B model from 53% to 99% on agentic tasks" — "agentic" — but HF Hub: "caisarl76/HI_motorcycle_trunk_cls_model" (model) published with no safety or alignment tags — no public AI security posture. That's the gap benchmark is designed to close.

AI Surface Exposure

103%

Agent Authority

85%

Security Evidence Gap

80%

Signal evidence (5 signal types)

ai_surface

Full JSON record (44 fields)

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  "recommended_service": "Agentic Workflow Abuse Review",
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}