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Hey everyone!
I've been vibe-coding apps with Cursor and Codex for a while now, and I noticed a pattern: most of us don't spend time reviewing our code line by line. A lot of people building with AI are non-technical. The code ships fast, but nobody's checking if it's actually secure or maintainable.
So I built AbyssGuard.
Link your GitHub repo, set up scan schedules, and AbyssGuard notifies you when it finds security or maintainability issues. It gives you an AI repair prompt and suggests specific code changes so you know exactly what to fix and why. We also have a scan-on-commit feature, so you can just keep shipping while AbyssGuard keeps your codebase clean in the background.
I'm always updating and adding new scan methods. Would love to hear your feedback:
What kind of issues do you worry about most in AI-generated code?
Anything you'd want a tool like this to catch that it might not today?
Here's the link: https://www.abyssguard.app/?utm_...
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About AbyssGuard on Product Hunt
“Scan. Repair. Ship.”
AbyssGuard was submitted on Product Hunt and earned 0 upvotes and 1 comments, placing #158 on the daily leaderboard. Security, reliability, and maintainability reports for SaaS founders and AI-agent-built projects.
AbyssGuard was featured in SaaS (43k followers) on Product Hunt. Together, these topics include over 48.9k products, making this a competitive space to launch in.
Who hunted AbyssGuard?
AbyssGuard was hunted by Steven Wang. 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 AbyssGuard stacked up against nearby launches in real time? Check out the live launch dashboard for upvote speed charts, proximity comparisons, and more analytics.
Steven Wang