This product was not featured by Product Hunt yet. It will not be visible on their landing page and won't be ranked (cannot win product of the day regardless of upvotes).
Product upvotes vs the next 3
Waiting for data. Loading
Product comments vs the next 3
Waiting for data. Loading
Product upvote speed vs the next 3
Waiting for data. Loading
Product upvotes and comments
Waiting for data. Loading
Product vs the next 3
Loading
ShipFix
Catch why your AI-built app breaks in production
ShipFix scans AI-built apps for launch blockers, scores production readiness, and generates fix prompts for Claude, Codex, and Cursor.
Hey Product Hunt 👋
I built ShipFix after watching the same thing happen over and over: an app gets built fast with AI, works great on localhost, and then breaks on the basics the moment it's live — a Stripe webhook that was never signature-verified, an admin page that wasn't actually protected, a secret sitting in the repo, or a production build that fails on the first real deploy.
The feature code is usually fine. It's the production surface around it that nobody checked.
So ShipFix does one job: scan an AI-built app before launch, score launch-readiness 0-100, and hand back copy-paste fix prompts for Claude, Codex, and Cursor so you can fix things in the same tool you built with.
A few things I want to be upfront about:
- It's not a full penetration test or a security guarantee. It's a heuristic launch-readiness checklist.
- Defensive live checks are consent-based and non-offensive: GET/OPTIONS only, against targets you confirm you own.
- Exposed secrets are masked in the report.
I'd genuinely love feedback: what launch blocker has bitten you that ShipFix should catch? What would make you trust, or not trust, a tool like this?
Thanks for taking a look.
About ShipFix on Product Hunt
“Catch why your AI-built app breaks in production”
ShipFix was submitted on Product Hunt and earned 0 upvotes and 1 comments, placing #32 on the daily leaderboard. ShipFix scans AI-built apps for launch blockers, scores production readiness, and generates fix prompts for Claude, Codex, and Cursor.
On the analytics side, ShipFix competes within SaaS, Developer Tools and Artificial Intelligence — topics that collectively have 1M followers on Product Hunt. The dashboard above tracks how ShipFix performed against the three products that launched closest to it on the same day.
Who hunted ShipFix?
ShipFix was hunted by wqwda44. 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 ShipFix including community comment highlights and product details, visit the product overview.
wqwda44