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ShipSafe AI
Pre-launch security audits for vibe-coded apps
ShipSafe AI is a Notion control center and agent kit for running pre-launch security audits on AI-built apps. It helps Codex, Claude Code, or Cursor inspect your repo, create evidence-backed findings, track approved fixes, retest changes, and generate a final launch-readiness report. Built for indie developers, vibe coders, AI app builders, and small teams shipping fast.
Hey Product Hunt 👋,
I’m Matej, a full-stack developer and digital product creator. I’ve been building Notion-based products for developers for a while, and this one came from a very real problem I kept seeing with AI-coded apps.
AI makes it incredibly fast to build and ship software. But speed has a cost: auth checks get missed, public API routes go live without rate limits, Supabase policies are incomplete, secrets are left in local files, AI prompts get logged, and “it works on my machine” becomes “it’s public now”.
ShipSafe AI is my attempt to create a structured pre-launch security workflow for indie developers and vibe coders.
It is not a replacement for a professional penetration test or compliance audit. It is a practical pre-launch security operating system for builders who want to catch obvious and launch-blocking issues before going public.
I’m offering 20% off for the Product Hunt launch with code LAUNCH20.
Would love your feedback, especially from people shipping AI apps, SaaS products, or API-heavy projects.
What would you want your AI coding agent to check before launch?
About ShipSafe AI on Product Hunt
“Pre-launch security audits for vibe-coded apps”
ShipSafe AI was submitted on Product Hunt and earned 16 upvotes and 3 comments, placing #33 on the daily leaderboard. ShipSafe AI is a Notion control center and agent kit for running pre-launch security audits on AI-built apps. It helps Codex, Claude Code, or Cursor inspect your repo, create evidence-backed findings, track approved fixes, retest changes, and generate a final launch-readiness report. Built for indie developers, vibe coders, AI app builders, and small teams shipping fast.
On the analytics side, ShipSafe AI competes within Developer Tools, Notion and Vibe coding — topics that collectively have 518.3k followers on Product Hunt. The dashboard above tracks how ShipSafe AI performed against the three products that launched closest to it on the same day.
Who hunted ShipSafe AI?
ShipSafe AI was hunted by Matej Bendík. 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 ShipSafe AI including community comment highlights and product details, visit the product overview.
Matej Bendík