Bridging AI Agents and Systems: MCP for Kernel Observability

Integrating AI agents with low-level kernel tracepoints via MCP marks a significant shift in automated system debugging and performance tuning. This approach enables LLMs to autonomously diagnose complex infrastructure issues by providing them with direct, real-time access to deep system telemetry.