AI Code Review that Actually Runs Code

AI Code Review that Actually Runs Code

Jul 8, 2026  #sponsored

AI writes code faster than I can read it now. The problem? AI testing hasn't kept up with AI coding, so a lot of fast code ships with bugs nobody catches. In this video I plant a real bug in a real app on purpose, then let Ito run it and try to catch me.

Ito doesn't just run static checks like "tests pass, linter's happy, green check." It actually builds and runs your app, drives it like a real user through whatever your change touched, and posts a QA report right on the pull request — with a video of the run, screenshots, the exact lines responsible, and steps to reproduce. You don't write any test cases. Connect a repo, open a PR, and it writes its own test plan.

I hid a bug in my workout generator (no matter how many days per week you pick, it always returns 3). It still compiles, tests don't flag it — you'd only catch it by using the app. Ito caught it. It even found a real bug I didn't plant (a print link that breaks under strict CSP).

👉 Try Ito free — one-click GitHub install, no credit card, 10 free pull requests: https://www.ito.ai?james
Works on backend/API projects and frontend apps.

This video is sponsored by Ito. As always, my opinion is my own and I only work with tools I actually use. #sponsored

⏱️ Chapters
0:00 AI ships code faster than we can check it
0:25 What Ito actually does (runtime QA on your PR)
1:34 The workout app + the bug I planted
2:42 Ito catches it — video + repro steps
3:57 The real bug I didn't plant (strict CSP)
4:16 Try it free (10 PRs) + wrap-up

🔧 Tool in this video:
• Ito — runtime code verification on your pull requests: https://www.ito.ai?james

Follow on X: https://twitter.com/jamespelton18
👥 Join the 6 Million Dollar Apps community: https://www.skool.com/6-million-dollar-app-2514/about
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🙏 "In all toil there is profit, but mere talk tends only to poverty." — Proverbs 14:23 (ESV)