Rollback

6 articles
Release Management for AI Model Deployments Release strategies for AI model deployments including canary releases, shadow mode, A/B testing, and rollback …Progressive Delivery for AI Deployments Combining feature flags, canary releases, and automated rollback for AI model deployments: AI-specific …Progressive Delivery What progressive delivery means, how feature flags, canary releases, and automated rollback combine to reduce …Model Versioning and Artifact Management Why model versioning matters and how to implement it: S3 for artifacts, Git for configuration, SageMaker Model …Blue-Green Deployment for AI Services Zero-downtime model updates using blue-green deployment: how it works, AWS implementation with Lambda aliases …Blue-Green Deployment What blue-green deployment is, how it works, why it matters for zero-downtime AI model updates, and how it …