MLOps and DevOps Practices Comparison
「MLOpsとDevOpsの実践比較」
Analyze similarities and differences between MLOps and DevOps practices, with focus on model management compared to traditional CI/CD.
「MLOpsとDevOpsの実践における類似点と相違点を分析し、従来のCI/CDと比較したモデル管理に焦点を当てる。」
Prompt
Help me explore the MLOps → DevOps analogy. How are ML teams handling model versioning, evaluation, rollout, observability, and rollback? Compare that to how software teams run CI/CD pipelines. Highlight best practices and where the analogy breaks down.