Real-Time Monitoring for AI Agents: Beyond Log Streaming

Most agent monitoring is "log everything and grep later." That's not monitoring — that's archaeology. Live execution view — Which agent is running right now? State inspection — What data is Agent C holding? Failure forensics — Why did Agent B timeout? What were its inputs? Performance metrics — Per-