CI/CD and Retraining Triggers – Making the Pipeline Fully Autonomous

With training, evaluation, and deployment now fully automated, the final layer of a robust MLOps pipeline is automation triggers and governance. This part transforms your workflow into a fully autonomous system that reacts to new data, code changes, or scheduled retraining intervals. You’ll implement event-driven triggers, CI/CD integration, test validations, monitoring hooks, and rollback strategies—giving your pipeline both agility and resilience in a production setting.