How to build your SRE agent: The missing runtime layer for AI in operations

AI models are powerful, but production operations require more than intelligence. Reliable automation depends on structured telemetry, deterministic workflows, and controlled access to operational context.

In this live demo, the speakers will show how teams can build a practical foundation for AI-driven incident analysis. First, they will demonstrate how Mezmo's Active Telemetry reduces noise, routes data, and surfaces the signals most relevant to troubleshooting. Then they will introduce AURA, an open-source agentic harness that orchestrates how AI agents access telemetry, runbooks, and operational workflows.

By combining optimized telemetry with structured context orchestration, teams can move beyond experimental AI tooling toward real-world root cause analysis and operational automation.