Technical topic
SRE and root cause analysis
Evidence-aware incident investigation across traces, logs, metrics, topology, and operational change.
Questions answered
- Can an AI agent really find root cause from OpenTelemetry data?
A practical test for deciding when an AI-assisted incident investigation has enough evidence to state a root cause, a contributing factor, or only a hypothesis.
- How do I join traces, logs, and metrics without false correlations?
A join-order and evidence worksheet for correlating OpenTelemetry signals through explicit identity, time, exemplars, topology, and change data.
Primary field guide
AI Agents for SRE — Building LLM Root Cause Analysis on OpenTelemetry Traces, Logs, and Metrics
Related books
Reusable resources
- Agent run envelope schema (JSON Schema)