... founder, even with the experience, developing at the pace required to keep up with everyone else shipping was pretty tough and it was easy to make mistakes and leave security gaps in my code. So I originally built  Vibio  for myself and genuinely found a fair few vulnerabilities that needed fixing. It's basically used to scan your production URL or your Github repo, and gives you a fix plan and score containing all your vulnerabilities and security ... ... guessing. Just reproducible signals. Then AI DOES validate and explains the findings, adding context without inventing problems. So yes, if something is flagged, the AI will review it within context < This is pretty powerful! This hybrid approach means Vibio