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Environment Management

Use environment boundaries to keep experimentation, validation, and release workflows safe.

Typical Environments​

  • Development for rapid iteration.
  • Staging for QA and stakeholder review.
  • Production for approved delivery workflows.

Configuration Guidance​

  • Keep values environment-specific.
  • Use secure storage for secrets.
  • Avoid reusing production credentials in non-production contexts.

Promotion Checklist​

  1. Validate output quality in staging.
  2. Confirm approvals are complete.
  3. Promote with clear owner accountability.
  4. Track post-release outcomes.