Diagnose BGP session states, route exchange, prefix policies, and AS paths safely with read-only triage patterns.

Run a full-stack diagnostic on agent and LLM applications to uncover wrapper regression, memory pollution, and tool failures.

Diagnose interface errors, drops, CRCs, and duplex mismatches on network hardware.