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Kubernetes management in 2026: mastering Day-2 ops with agentic control

calendar_today April 22, 2026 person melanie domain qovery

The cluster coming up is the easy part. What catches teams off guard is what happens six months later: certificates expire without a single alert, node pools run at 40% over-provisioned because nobody revisited the initial resource requests, and a manual kubectl patch applied during a 2am incident is now permanent state. Agentic control planes enforce declared state continuously.

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