You can use Okteto to spin up realistic, isolated development environments on your Kubernetes infrastructure for your engineering team and AI coding agents. The service provides preview environments automatically generated on every pull request, allowing developers and QA engineers to test code against real dependencies before merging. You can connect local code directly to remote clusters without running heavy Docker setups on your personal machine. Platform teams maintain resource limits, governance, and visibility while developers get instant access to preconfigured service catalogs.
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