Top AI Product

Every day, hundreds of new AI tools launch across Product Hunt, Hacker News, and GitHub. We dig through the noise so you don't have to — surfacing only the ones worth your attention with honest, no-fluff reviews. Explore our latest picks, deep dives, and curated collections to find your next favorite AI tool.


Strix (open-source AI pentest agents) won’t report a bug until it’s exploited it

Static scanners flood you with maybes. Strix flips the rule: no working proof-of-concept, no finding. It’s an open-source fleet of autonomous AI agents that hack your app like a real attacker would — run the code, poke the endpoints, and actually break in before saying a word.

What it actually does

Strix isn’t a linter reading your source. Each agent gets a real toolkit: an HTTP proxy to tamper with requests and responses, a headless browser to chase XSS and CSRF through client-side flows, a terminal to run commands, and a Python runtime to write custom exploits. Find a SQL injection? It runs the injection, pulls the data, and hands you the full attack chain — not a “possible vulnerability.”

Why it’s worth watching

The company behind it, usestrix, raised $117M and still open-sourced the core under Apache 2.0. You run it locally or drop it into a GitHub Actions pipeline with your own API key, where it can block a pull request the moment new vulnerabilities show up. Autonomous pentesting is the hottest agent niche in security right now, and “prove it or it didn’t happen” is a much harder standard than the scan-and-pray tools it’s replacing.


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