MLOps and DevOps Practices Comparison
MLOps与DevOps实践对比
Analyze similarities and differences between MLOps and DevOps practices, with focus on model management compared to traditional CI/CD.
分析MLOps与DevOps实践之间的异同，重点关注模型管理与传统CI/CD流程的对比。
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.