Going Autonomous: How Auto-SRE Automates Incident Response and Self-Healing with LangGraph and Splunk MCP
Going Autonomous: How Auto-SRE Automates Incident Response and Self-Healing By Neeshant A deep dive into an enterprise-grade agentic site reliability assistant powered by LangGraph, Splunk MCP, and automated rollback workflows. The Dawn of Agentic Site Reliability Engineering In modern cloud systems, microservice architectures have solved the challenges of scale and agility, but they have simultaneously turned debugging into a complex, distributed puzzle. When an outage occurs in production, every second represents lost revenue, compromised SLA thresholds, and customer frustration. The typical workflow of resolving high-severity incidents has historically remained manual. An engineer is paged at 3:00 AM, logs into an observability panel like Splunk or Datadog, sifts through hundreds of traces, correlations, and Git VCS checkins, manually attempts to isolate the root cause, and finally triggers a deployment rollback or schema migration script t...