Six Phases, Twelve Agents, One Flask Library: A Day With Cloudflare's Vulnerability Harness
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. This time I was determined to break that pattern. The post was Cloudflare’s “Build Your Own Vulnerability Harness”. 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. 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. ...