Okteto AI primarily achieves consistency between development and production environments in the following way: when a developer runs the okteto up The platform automatically deploys a container environment with the same configuration as the production environment. Specifically, it will automatically load the ConfigMap and Secrets of the production environment to ensure that all configurations and services used in the development environment are identical to the actual production environment.
In addition, Okteto AI uses Kubernetes as the underlying technology, and all development environments run on the same Kubernetes cluster as the production environment, which fundamentally ensures the uniformity of the environment configuration. This consistent architecture is designed to eliminate the "it works on my machine" problem, allowing developers to identify and resolve potential problems that may affect the production environment in advance.
This answer comes from the articleOkteto AI: A Cloud Development Platform for Running Trusted AI AgentsThe
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