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AI · August 29, 2026

Mugiwara Security

Proves vulnerabilities before reporting them.

What it does

Most scanners flag anything suspicious and leave you to sort out what's real. Mugiwara proves it instead. It generates a proof-of-concept exploit, runs it in an isolated container, and only marks a finding verified if the attack actually works. For verified issues, an AI patches a disposable copy and we re-run the same exploit to confirm it's blocked. Everything runs locally-your code never leaves your machine. V0: injection classes in Python. Feedback welcome, especially on false positives.

Autonomous AI-powered security testing and vulnerability verification platform.

Mugiwara Security combines AI-powered vulnerability discovery with dynamic sandbox verification, so every reported issue is actively tested and backed by evidence — not just flagged by heuristics. Mugiwara Security is an autonomous, AI-powered application security testing platform. Upload your project or source archive and it maps the attack surface, discovers suspected vulnerabilities, and — crucially — actively verifies each one by running a safe proof-of-concept probe in a secure, ephemeral sandbox. The result is an honest, severity-ranked report where every claim is either verified with evidence or explicitly labeled as not proven, plus AI-generated fixes that are sandbox-tested before…from dashboard-seven-self-13.vercel.app

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