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

Hacker News reports on Traceforce, a new security platform for monitoring AI applications in the workplace. The startup installs a lightweight binary and browser extension on company devices to track tools like ChatGPT and Claude, along with the connections those tools make to other systems through MCPs. Already deployed across more than a thousand devices at ten organizations, Traceforce has helped companies spot exposed secrets in configurations and prevent developers from accidentally running destructive database commands. The goal is to give security teams full visibility into AI tool usage without slowing down productivity.

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