AI workloads, including those using agentic AI , will only add to and change the questions Kubernetes teams have to answer. It’s no longer merely enough to ask if the pods are running. Or how long it takes a model to produce its first token. Or what happens when inference traffic spikes and no additional GPU capacity is available. Increasingly, questions like those are becoming platform questions that sit next to the already familiar work of upgrades, recovery, and security. That’s why The New Stack has just published Kubernetes in 2027: Building Platforms for AI, Autonomy, and Scale , a new...

Source: The New Stack