SREAIOpsLLMKubernetes
Building an SRE Agent: From Playbook to Autonomous Incident Response
What happens when you put an LLM in the incident response loop? We built an SRE Agent on AKS that runs playbooks, queries Grafana, and generates post-mortems. Here's what worked, what didn't, and what we learned about trusting AI in production.
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ObservabilityAlloySREPlatform Engineering
On-Prem Observability Breaks Every Assumption Your Cloud Collector Made
The Alloy config that works flawlessly as an AKS DaemonSet becomes a liability on a plant-floor VM. No elastic compute means a retry storm starves the workload it shares a host with. No managed identity means static token rotation. Egress restrictions mean the Grafana Cloud endpoint isn't reachable the way you assume. On-prem isn't cloud with worse latency — it's a different set of constraints.
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