Build, test, and operate AI Studio workloads

Deployment

• Promote tested configurations from draft to active environments.
• Use staged rollouts for critical production paths.
• Track release metadata and rollback options per deployment.

Keep deployment and evaluation records linked so regressions are traceable to specific versions.