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Codanopy
Scan AI-built apps. Get prompt-ready fixes.
AI coding tools ship fast — but they don't check for security holes. Codanopy scans your AI-generated app for vulnerabilities (auth flaws, injection risks, exposed secrets, and more), then turns each finding into a fix prompt you paste back into your AI coding assistant. Scan, paste, fix. No security background needed, no manual patching.
Hey Product Hunt! 👋
Codanopy started as side project of mine.
Idea hit when I saw AI models getting good enough to pentest webservices on their own — same speed AI writes app, AI (or bad actor) can find hole in it. Gap between "ship fast with AI" and "check if it's safe" kept growing, and most vibe-coded apps never get security review at all.
Built it to be dead simple — no security background needed, no setup headache, just scan and go. Works great on AI-generated apps, but just as well on any regular codebase too.
No security background needed.
Would love feedback — especially from anyone shipping AI-generated apps fast and curious how secure they really are.
About Codanopy on Product Hunt
“Scan AI-built apps. Get prompt-ready fixes.”
Codanopy was submitted on Product Hunt and earned 2 upvotes and 1 comments, placing #149 on the daily leaderboard. AI coding tools ship fast — but they don't check for security holes. Codanopy scans your AI-generated app for vulnerabilities (auth flaws, injection risks, exposed secrets, and more), then turns each finding into a fix prompt you paste back into your AI coding assistant. Scan, paste, fix. No security background needed, no manual patching.
On the analytics side, Codanopy competes within SaaS, Developer Tools and Security — topics that collectively have 566k followers on Product Hunt. The dashboard above tracks how Codanopy performed against the three products that launched closest to it on the same day.
Who hunted Codanopy?
Codanopy was hunted by Bendegúz Szatmári. 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 Codanopy including community comment highlights and product details, visit the product overview.
Bendegúz Szatmári