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Show HN: See what your employees are prompting LLMs (without network proxies)
Hey HN,<p>Most enterprises are "shadow-prompting"—employees use personal accounts on Gemini/ChatGPT/Claude, and security teams have zero visibility. We saw the recent reports on malicious extensions harvesting these prompts and decided to build a "defensive" version.<p>It’s a lightweight Chromium extension for Privent. No heavy proxies or network changes. It categorizes outgoing data and scores risk locally.<p>We’re keeping it 100% free because we want to see the actual scale of data leakage across different industries. We're looking for 10 teams to run a pilot this week and get a 24-hour visibility report.<p>Demo: <a href="https://cal.com/asilozyildirim/30min" rel="nofollow">https://cal.com/asilozyildirim/30min</a> Trust: <a href="https://trust.privent.ai/" rel="nofollow">https://trust.privent.ai/</a>
Privent targets a high-growth niche in AI governance with a frictionless 'no-proxy' deployment model, but currently lacks the traction and technical moat needed to compete with established cybersecurity giants. The project is in its earliest stages, essentially a pilot-seeking MVP, making it a high-risk speculative play.