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Rollout Labs Audit
From Vibe Coded AI Prototype to Production Rollout
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.
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!
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.
On the analytics side, Rollout Labs Audit competes within Developer Tools, Artificial Intelligence and Vibe coding — topics that collectively have 982.2k followers on Product Hunt. The dashboard above tracks how Rollout Labs Audit performed against the three products that launched closest to it on the same day.
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.
For a complete overview of Rollout Labs Audit including community comment highlights and product details, visit the product overview.
Deniz Veli