Building an Autonomous SRE Agent: From Raw Telemetry to Safe, AI-Driven Remediation
Modern Site Reliability Engineering (SRE) teams manage hundreds of microservices with complex interdependencies. When an incident occurs, engineers must manually query multiple observability backends, correlate signals across layers, consult historical post-mortems, and execute runbooks. This manual process leads to high Mean Time to Recovery (MTTR), alert fatigue, and operational toil. To solve this, I built the Autonomous SRE Agent—an AI-powered reliability system that executes the full incid...
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