Kannoun Labs

AI-powered security audits that find what traditional tools miss. Autonomous vulnerability detection, intelligent risk analysis, and real-ti...
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@punyshadow81Profile pictureMay 2

Why most freelance devs ship insecure code (and how to fix it in 5 minutes)

Hot take: if you're a freelance developer or agency shipping client projects, you're probably deploying vulnerabilities you don't even know about.


Not because you're bad at your job. Because security audits are designed for enterprises with $200k budgets and 3-month timelines. The tools are complex, the reports are unreadable, and by the time you get results, you've already shipped.


Here's what we see over and over:

  • SQL injection in APIs that "work fine" in testing

  • Hardcoded secrets in repos that got pushed to main

  • Dependency vulnerabilities from packages nobody's updated in 18 months

  • Auth bypasses hiding behind "it works on my machine" logic


Traditional scanners catch maybe 60% of this. They drown you in false positives and miss the stuff that actually gets exploited.


We built Kann Security Audit to fix this. It's an AI-powered scanner that:

→ Finds what traditional tools miss across your entire codebase

→ Prioritizes by real-world exploit probability (not just CVSS scores)

→ Gives you actual remediation steps, not just a list of problems

→ Runs in minutes, not months


We're in beta right now. $49/mo gets you unlimited scans, community access, and direct input into the roadmap.


If you're shipping client code without a security audit, you're one breach away from losing that client forever. Fix it before it's a problem.