/tags/python-security/ Recent content in Python-Security on Napat's Inverse Blog Hugo en-us Fri, 19 Jun 2026 17:30:00 +0700 /ai-analysis/six-phases-twelve-agents-one-flask-library/ Fri, 19 Jun 2026 17:30:00 +0700 /ai-analysis/six-phases-twelve-agents-one-flask-library/ <p>I have a bad habit. When I read a good blog post, I read it once, nod, and never actually try the thing it describes.</p> <p>This time I was determined to break that pattern. The post was <a href="https://blog.cloudflare.com/build-your-own-vulnerability-harness/">Cloudflare&rsquo;s &ldquo;Build Your Own Vulnerability Harness&rdquo;</a>. It described a 6-phase multi-agent security audit pipeline. I had been wanting to test something like this for months. So I read the post, closed the tab, and opened a terminal.</p> <p>This is what happened next. The good parts, the embarrassing parts, and the part where I found a real authentication bypass in a 6,000-line Python library that downloads 50 million times a month.</p>