Okteto AI provides isolated temporary environments via Kubernetes, ensuring that each AI agent runs in a configuration identical to the production environment. Specific implementations include:
- Automatically loads the ConfigMap and Secrets of the production environment to ensure the consistency of configuration and sensitive data.
- Use the same dependencies and services to avoid problems caused by differences in environments
- Define the environment requirements through the okteto.yml file to ensure that the deployment environment has the same specifications as the production environment
This approach effectively solves the common "local normal, production failure" problem in the development process and improves the reliability of the code.
This answer comes from the articleOkteto AI: A Cloud Development Platform for Running Trusted AI AgentsThe
May not be reproduced without permission:AI productivity tools " How does Okteto AI ensure consistency between development and production environments?
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