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Automated incident triage on GKE with Gemini 4 Argon and Model Context Protocol: Correlating cluster events and VPA logs

This story is from 2026-10-20. It is preserved in the archive; the latest stories are on the live feed.

When an on-call engineer gets paged at 2 AM for a degraded payment service, the hardest part of incident triage is rarely fixing the YAML manifest. Instead, the bottleneck is correlating telemetry across three different control loops: transient Kubernetes Pod events that expire after an hour, appli…

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  1. 2026-10-20 19:14 · DEV Community — AI
    Automated incident triage on GKE with Gemini 4 Argon and Model Context Protocol: Correlating cluster events and VPA logs

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