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Execution Environments

Execution environments control how project actions are run and reviewed.

Environment Strategy

  • Development: fast iteration and experimentation.
  • Staging: validation before release.
  • Production: controlled, policy-driven execution.
  • Separate credentials and policies by environment.
  • Require approvals for high-impact actions.
  • Restrict production operations to trusted roles.

Operational Tips

  1. Validate changes in development first.
  2. Promote only reviewed outputs.
  3. Maintain clear rollback procedures.
  4. Monitor environment activity and outcomes.

Implementation-specific runtime details are intentionally excluded from this guide.