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Thursday, 16 July 2026

Launch HN: Traceforce (YC S26) – Company-wide security monitoring for AI apps

Hacker News 3 months ago 30

Traceforce, a startup from Y Combinator's S26 batch, launched a security monitoring platform that tracks AI application usage and connections across company devices by installing a lightweight binary and browser extension. The product currently monitors over 1,000 devices at 10 organizations and discovers an average of 15 AI applications per device, each connected to 5–10 Model Context Protocols (MCPs). Organizations can now gain visibility into AI tool usage and implement controls to prevent security breaches like API key leaks and destructive database commands without restricting employee productivity.

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