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Rollout Labs Audit

From Vibe Coded AI Prototype to Production Rollout

Developer Tools
Artificial Intelligence
Vibe coding
Visit WebsiteSee on Product Hunt

Hunted byDeniz VeliDeniz Veli

Most vibe-coded apps have the exact same hidden flaws and problems founders aren’t aware of. AI agents get you to 80% really fast, then disappear, leaving dangerous gaps between "works on lovable" and "ready for real users." After a year of manually fixing these exact issues for non-technical founders, I decided to automate myself (mostly). Rollout Labs AI Audit scans your AI-generated code and gives you an instant health check on architecture, security risks, data security and more.

Top comment

Hi all - I'm super excited to be launching my free AI audit at https://rolloutlabs.ai. It's free for now and allows non-technical founders to get a quick production readiness score of their vibe coded app. Keen to hear peoples thoughts on the reports!

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About Rollout Labs Audit on Product Hunt

From Vibe Coded AI Prototype to Production Rollout

Rollout Labs Audit was submitted on Product Hunt and earned 0 upvotes and 1 comments, placing #12 on the daily leaderboard. Most vibe-coded apps have the exact same hidden flaws and problems founders aren’t aware of. AI agents get you to 80% really fast, then disappear, leaving dangerous gaps between "works on lovable" and "ready for real users." After a year of manually fixing these exact issues for non-technical founders, I decided to automate myself (mostly). Rollout Labs AI Audit scans your AI-generated code and gives you an instant health check on architecture, security risks, data security and more.

Rollout Labs Audit was featured in Developer Tools (512.7k followers), Artificial Intelligence (469k followers) and Vibe coding (462 followers) on Product Hunt. Together, these topics include over 164.4k products, making this a competitive space to launch in.

Who hunted Rollout Labs Audit?

Rollout Labs Audit was hunted by Deniz Veli. 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.

Want to see how Rollout Labs Audit stacked up against nearby launches in real time? Check out the live launch dashboard for upvote speed charts, proximity comparisons, and more analytics.