Most AI code review tools read your code and guess what might go wrong. Ito takes a different approach: on every pull request, it spins up your actual application in an isolated sandbox and clicks through it like a real user would, catching bugs that only show up when the app is genuinely running — the software equivalent of a mechanic test-driving your car instead of just reading the repair manual. Technically, Ito builds your full stack (frontend and backend together) in a sandbox, generates test plans from the PR diff automatically, and uses computer-use agents to simulate real user flows, including authenticated sessions and multi-factor auth. It's framework-agnostic (React, Vue, Next.js, Rails, Django) and produces video evidence plus reproduction steps for every bug found. Ito reports that 81% of the bugs it catches are unique to runtime execution — meaning static analysis tools like SonarQube or linters would have missed them — and claims a 50% reduction in regressions for teams using it. It's SOC 2 Type II certified and used by companies including DoltHub, Truemed, and Inkeep.
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