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Codeward
AI code review that actually runs your PR before review
Codeward is an open-source autonomous AI code review and architecture refactoring platform. It runs your PR in an isolated environment to uncover security, performance, concurrency, architectural, and technical debt issues — with 100+ automated checks built in.
Hey Product Hunt 👋
I'm Maina, the founder of Codeward.
I started building Codeward after becoming increasingly frustrated with a simple limitation in code review: most tools can read your code, but they don't actually run it.
A PR can look completely reasonable in a diff and still introduce a race condition, a database problem, a security issue, or architectural debt that only becomes obvious when the application is running.
So I wanted to build something different.
Codeward puts the PR into an isolated environment, runs the application, seeds realistic data, exercises it under concurrent traffic, and uses specialized AI agents to investigate what happens.
We're also working toward autonomous architecture refactoring — going beyond “here's a problem” to “here's the change, and here's the validated PR that fixes it.”
We're currently around $2K MRR, but we're still very early. The biggest thing I'm trying to learn now is where engineers draw the line between useful AI autonomy and something they don't trust touching their codebase.
If you try Codeward today, I'd genuinely love your feedback — especially if you can give it a PR where you already know there are tricky edge cases.
What would you want an AI code reviewer to catch that your current review process misses?
About Codeward on Product Hunt
“AI code review that actually runs your PR before review”
Codeward was submitted on Product Hunt and earned 1 upvotes and 2 comments, placing #149 on the daily leaderboard. Codeward is an open-source autonomous AI code review and architecture refactoring platform. It runs your PR in an isolated environment to uncover security, performance, concurrency, architectural, and technical debt issues — with 100+ automated checks built in.
On the analytics side, Codeward competes within Open Source, Software Engineering and Developer Tools — topics that collectively have 631.8k followers on Product Hunt. The dashboard above tracks how Codeward performed against the three products that launched closest to it on the same day.
Who hunted Codeward?
Codeward was hunted by Maina Kelvin. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of Codeward including community comment highlights and product details, visit the product overview.
Maina Kelvin