MindFort

MindFort is basically an AI red team that hacks your app while getting smarter about it — their recursive learning thing means each pentest run theoretically makes the agents better at finding worse bugs, which is the opposite of how most security tooling works. The MF-1 LLM built specifically for chaining exploits is the real differentiator here, and shipping validated findings as actual PRs with GitHub and Jira integrations is a flex on every other tool that just spits out a PDF and calls it a day. That said, I'm low-key skeptical until I see actual customer names instead of "top startups" speak — the space is getting crowded with AI security claims and words are cheap.