Traditional penetration testing is fundamentally flawed: it is expensive, episodic, point-in-time, and leaves organizations blind to newly introduced misconfigurations and emerging adversary ...

The agent you are monitoring is an autonomous coding agent with shell access, file system access, and API credentials. It operates with permissions similar to a human developer — it can push code, run ...