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Platform engineering teams are increasingly looking to provide developers with fast, self-service access to infrastructure while controlling cost and operational complexity.

This webinar will explore how vCluster enables lightweight, ephemeral Kubernetes environments that provide the compute and isolation required to develop and test changes without the overhead of maintaining fully integrated, permanent environments.

We will examine how platform teams can use vCluster to deliver purpose-built synthetic environments, improve developer productivity, and support shift-left testing. We will also consider how the same approach can provide isolated execution environments for AI agents, enabling them to safely test and validate changes before deployment.

You'll learn:

  • Why the shared staging environment is the wrong unit of isolation, and how virtual clusters give each team a real Kubernetes environment without a real cluster's cost.
  • How to spin up synthetic environments on demand so testing shifts down, instead of queuing behind a permanent environment someone has to keep alive.
  • How to give each AI agent its own disposable environment, so it validates changes against something real and torn down afterwards, not against production.

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