@yablokolabs4
Santhosh BalasaFounder▲12
Founder & CEO, Yabloko Labs Ltd.
Oct 15 · New project · Agents, Infra · London

Shipped: Mender: Kubernetes Incident-to-Fix Agent

Mender investigates broken Kubernetes services, identifies a likely root cause, patches only approved files, tests the fix in a network-isolated Docker container, and prepares a PR for human review. In an evaluation of 23 injected faults, 20 fixes passed verification and 9 root causes matched strict labels. Median time from collected evidence to a prepared PR was 33.8 seconds. Nothing merges automatically.

Mender: Kubernetes Incident-to-Fix Agent logoMender: Kubernetes Incident-to-Fix Agent@yablokolabs/mender-kubernetes-incident-agent · github.com/yablokolabs/mender
kubernetesincident-responseai-agentsdevopsautomated-testing

Comments1

  • @ryanallis
    Ryan Allis
    Founder of AI Lounge and SaasRise, helping founders reach $100M+ exits
    Oct 18

    Twenty fixes passing verification but only nine root causes matching strict labels is the most interesting gap here. Are the other eleven fixes working by treating a symptom, like a restart or a resource bump, and does the PR flag when the diagnosis is uncertain?

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