
Not long ago, the thing you feared was one smart hacker.
One person, working one target at a time. Slow, manual, and expensive enough that a small app usually wasn't worth their while.
Attackers used to work by hand. Now they automate reconnaissance and exploitation with AI agents — probing far more apps, far faster than any single person ever could. The economics of attacking a small app flipped.

One person, working one target at a time. Slow, manual, and expensive enough that a small app usually wasn't worth their while.
One operator now directs a swarm that scans, fingerprints and probes apps around the clock. There's no longer such a thing as too small to notice — if it's online, it's in range.
A full manual security audit takes weeks and costs thousands — and most people shipping a vibe-coded app will never get one. So the real choice isn't audit versus scan. It's a quick, honest first pass versus nothing at all.
SafeLaunch is that first pass: an automated scan of your repo and your live site that any beginner can run before they deploy. It won't catch everything a human auditor would — no automated scan does, and we say so plainly. What it does is catch the handful of mistakes that sink most AI-built apps, and hand you a prompt to fix each one. That's the scan that matters, because it's the one that actually happens.
Leaked keys
API keys and secrets baked into the frontend or committed to the repo, where anyone can lift them.
Open databases
Tables shipped without row-level security, so every user's data is readable by anyone who finds the endpoint.
Missing access rules
Login that only exists in the browser — change a URL and the "protected" route answers anyway.
Vulnerable dependencies
Packages a few versions behind a known CVE, or plausible-sounding ones that were never real.
Hidden malware
Malicious code slipped in through a dependency an attacker registered and filled.
You built something real over a weekend and you're about to put it in front of people. You don't have a security team — you have a deadline. The first scan tells you, in plain language, whether it's safe to ship.
You ship apps for clients, fast. Your reputation rides on every launch. One leaked key on a client's site is one too many. A quick first pass before handoff is cheap insurance on every project.
Your team is suddenly shipping vibe-coded internal apps nobody reviewed. The same first scan that protects a solo founder's side project protects the apps now touching company data.
Your repo and live site, checked in about 30 seconds — with a fix prompt for every finding.