Cloudflare audits repos with Mythos AI

Project Glasswing signals the end of "security through obscurity" as frontier models begin to automate the entire vulnerability discovery lifecycle at machine speed.

• –Mythos moves beyond pattern matching to active reasoning, autonomously combining multiple low-severity primitives into high-severity remote root exploits.
• –Cloudflare’s "vulnerability discovery harness" utilizes parallel agent architectures to prevent model wandering and maintain focus across large, complex codebases.
• –The results highlight a clear defensive advantage for memory-safe languages like Rust, which produced significantly fewer false positives than legacy C/C++ code.
• –With the window between discovery and weaponization collapsing to hours, defensive strategy must shift from "patching faster" to robust architectural isolation.