I Built a 200+ Plugin Security Scanner Using Python Metaclasses (Zero Boilerplate)
Managing 200+ security check plugins without decorators or manual registration—here’s the metaclass pattern that makes it work.
How We Built Vibe Eval — From One Monolith to 200 Security Agents Running in Parallel
The story of how Vibe Eval evolved from a single FastAPI script scanning one app to a distributed system catching vulnerabilities across thousands of …
Building an Extensible Security Scanner with 200+ Checks (Without Collapsing Under Its Own Weight)
Most security scanners start with 5 checks and die at 20. Here’s the three-layer architecture that lets you scale from 5 to 500 without …