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Verdikt
The trust layer for AI agents shipping to production
AI agents can write code, but shipping that code safely is still a human decision. Verdikt brings together signals from tests, evaluations, performance, and production to certify every AI-generated change before it reaches users. Instead of another testing tool, Verdikt creates an auditable release verdict, enforces deployment policies, and learns from production outcomes so teams can confidently scale autonomous software development.
Hi Product Hunt! 👋 I'm Joseph, founder of Verdikt.
As AI agents become capable of writing and shipping software, one question keeps coming up: How do you know when it's safe to trust them?
Today's release is our answer.
Verdikt isn't another testing framework or code reviewer. It sits above your existing tools, combining signals from tests, evaluations, performance, and production into a single, auditable release verdict. Every decision is backed by evidence, can be enforced in CI/CD, and improves over time through production feedback.
I'm building this for teams moving towards autonomous software development, where humans shouldn't need to inspect every change, but should always be able to understand why a release was approved or blocked.
I'd love to hear:
How are you validating AI-generated code today?
What gives you confidence (or stops you trusting) AI agents in production?
Thanks for checking out Verdikt. Look forward to your feedback and questions!
About Verdikt on Product Hunt
“The trust layer for AI agents shipping to production”
Verdikt was submitted on Product Hunt and earned 0 upvotes and 2 comments, earning #2 Product of the Day. AI agents can write code, but shipping that code safely is still a human decision. Verdikt brings together signals from tests, evaluations, performance, and production to certify every AI-generated change before it reaches users. Instead of another testing tool, Verdikt creates an auditable release verdict, enforces deployment policies, and learns from production outcomes so teams can confidently scale autonomous software development.
On the analytics side, Verdikt competes within Productivity, Developer Tools and Artificial Intelligence — topics that collectively have 1.6M followers on Product Hunt. The dashboard above tracks how Verdikt performed against the three products that launched closest to it on the same day.
Who hunted Verdikt?
Verdikt was hunted by Joseph Ajilore. 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 Verdikt including community comment highlights and product details, visit the product overview.
Joseph Ajilore