Edgewise Lab - Catch what breaks AI-built apps before you launch
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Free, open-source tool that checks your AI-built app and tells you, in plain English, what is not safe to launch yet.
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Maker
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Hey Product Hunt! 👋 Filipe here, fractional CTO and maker of Ship Kit.
Between my own ventures and fractional work, I kept seeing the same handful of holes in apps built with AI tools (Lovable, Cursor, Replit, Bolt): open databases, secrets left in the code, launch emails going to spam, no idea when something breaks. Same list, every time.
So I collected the lessons from a pile of real production launches and built Ship Kit: a free, open-source tool that reads your app and tells you, in plain English, what is not safe to ship yet. It works out your stack on its own, no config, and hands your AI (Claude, Cursor, Codex) a fix-it list.
It runs entirely on your machine. Nothing is ever uploaded.
It's not just a security scanner. Emails, legal pages, SEO, payments, deploy, the whole launch.
MIT licensed, zero dependencies, free forever. 🙌
Would love your feedback, especially anything that reads like it assumes my own stack rather than yours. What would you want it to check that it doesn't yet?
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Ran it against a small side project and it caught a hardcoded api key i had completely missed. plain english explanations made it easy to fix right away, no jargon to wade through.
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@clement_hardy nice to see in the wild and working as intended! Thanks for sharing!
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Ran it against a small side project and it caught a hardcoded api key i had completely missed. plain english explanations made it easy to fix right away, no jargon to wade through.
@clement_hardy nice to see in the wild and working as intended! Thanks for sharing!