Proof of exploit: what it is and why it beats scanning
Reproducible evidence that a vulnerability is genuinely exploitable — not a list of maybes — and the mechanism that collapses false positives.
How to test an Electron app for security vulnerabilities
The high-risk areas in Electron — nodeIntegration, IPC, preload, ASAR, secrets and auto-update — and how to prove a finding is real.
How to check if a leaked API key is still active
A found key is not a live leak. How to safely confirm whether a leaked secret still works — with read-only calls, without leaking it again.
Why so much AI-generated code is insecure
Studies keep finding 40–60% of AI-written code ships with a flaw. Why it happens, the vulnerabilities that show up most, and how to test it.
Proof of exploit vs proof of concept
One shows a bug could be exploited; the other proves it was, against the live target. A clear breakdown of the difference and when each is used.
Is your Supabase database exposed? How to check
An anon key in your frontend is normal — but with Row Level Security off, it can mean anyone reads your tables. How to check, safely.
Why vulnerability scanners drown you in false positives
Most scanner findings are never exploitable. Why the noise is structural, what it costs, and how proof of exploit cuts it down.
AI security testing for AI-generated code
How an AI cybersecurity agent attacks your app in a sandbox, proves each vulnerability, and ships a verified fix.