All posts tagged with sre
$ cd /blog/
Eight microservices on EKS, CloudWatch logs with no trace IDs, and a 45-minute MTTD on every payment incident. We instrumented the full stack with OpenTelemetry Collector, Grafana Tempo, and auto-instrumentation — and found an N+1 query that had been adding 200ms to every payment for months.
We built an autonomous SRE agent that connects to Datadog, Kubernetes, AWS, and Cloudflare simultaneously — then gave it RAG access to every runbook, post-mortem, and line of source code the company ever wrote. MTTR dropped from 45 minutes to 8. Here's the architecture.
We built an AI agent that reads logs, correlates traces, and suggests fixes before the on-call engineer finishes their coffee. Here's exactly how we did it.