热门产品

Ito

Ito

Ito是一款AI代码审查工具,通过运行应用验证代码流程,帮助开发团队在代码合并前发现实际运行错误。

热门评论

PH 用户
Hey Product Hunt. I'm Evan, cofounder of Ito.

Coding agents produce more code than you can review. Existing code review tools only stare at the code, so you still have to review tons of code or build complex internal systems to verify it.

Ito is a runtime code review tool. On every pull request:Creates test plan from code, PR description, ticket, your inputBuilds your app in a single-use isolated container with the ability to use credentials, seed data to reach the state that matters, and use external services just as an engineer would on their local machine. Mocks data/code when it doesn’t have access.Drives the app with a swarm of agents (click, navigate, API call, db verification)Catches runtime issues: concurrency, failure handling, data migration, authentication, etc.Posts results on PR with evidence: video, logs, screenshotsWe built Ito with a team of 8 MIT engineers, and spent many cycles to arbitrarily build any application.

Ito gets better the more you use it:Responds to feedbackFaster runtimes every run as Ito learns how to navigate your application and builds tools to manipulate your environmentReviews focused on the areas you care about (sees what gets fixed vs ignored)Test instruction per org, per repo, or per authorFirst 100 reviews free, no card. $40/mo after that. Free forever for open source (already supporting >100k stars): app.ito.ai?ph

You can also try out open source PRs without signing up here: https://www.ito.ai/review?ph
PH 用户
Love the runtime angle. How do you handle PRs that touch external services — mock them in the ephemeral env, or spin up real instances?
PH 用户
Hi, I'm Barron Caster, Co-Founder of Ito AI.

The thing I love most about Ito: gives me confidence to ship fast as a non-engineer. I've fully taken over our marketing site and don't have to bother engineers to check my code. Vibecoding our entire marketing site & infra (design, content, performance improvements, SEO, etc)Knows entire context of our codebase so nothing gets left behind. Can request specific tests if I want them (e.g. focus on mobile usability of the blog)Videos of everything working for every change (and feature demo videos coming soon)Now the whole team is shipping faster.

Easy to try and see how Ito can help your team: app.ito.ai?ph
PH 用户
It's a neat approach that is differentiated from and complimentary to the standard AI review tools. We use it and it has surfaced bugs other tools missed on multiple occasions.

The team moves fast too and is very responsive to feedback. They are a pleasure to work with.
PH 用户
Really interesting approach to code review. The fact that Ito actually runs the app and returns runtime evidence makes this feel much more actionable than reviews based purely on diffs. Especially compelling for the edge cases static analysis can miss. Congrats on the launch! 🚀
PH 用户
祝贺你和团队,Evan!这是一个巨大的问题,而且我知道它会一直存在。很高兴你们能帮助工程团队解决它。
热门产品Barron Caster2026-08-13原文

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