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Edgewise Lab
Catch what breaks AI-built apps before you launch
Free, open-source tool that checks your AI-built app and tells you, in plain English, what is not safe to launch yet.
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?
About Edgewise Lab on Product Hunt
“Catch what breaks AI-built apps before you launch”
Edgewise Lab was submitted on Product Hunt and earned 0 upvotes and 1 comments, placing #149 on the daily leaderboard. Free, open-source tool that checks your AI-built app and tells you, in plain English, what is not safe to launch yet.
On the analytics side, Edgewise Lab competes within Open Source, Developer Tools, GitHub and Security — topics that collectively have 630.3k followers on Product Hunt. The dashboard above tracks how Edgewise Lab performed against the three products that launched closest to it on the same day.
Who hunted Edgewise Lab?
Edgewise Lab was hunted by Filipe Rodriguez. 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 Edgewise Lab including community comment highlights and product details, visit the product overview.
Filipe Rodriguez