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Sets the active infrastructure stack to ensure pipelines run on the intended environment and resources.
Distinct from Container Stack Management: Distinct from Container Stack Management: focuses on switching between pre-configured infrastructure environments rather than managing container services.
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ZenML is an orchestration platform designed for building, deploying, and monitoring reproducible machine learning pipelines and agentic workflows. It provides a unified framework that manages the entire lifecycle of machine learning assets, from data processing and model training to the deployment of persistent inference services. By decoupling pipeline logic from underlying compute and storage, the platform enables teams to transition workflows seamlessly from local development environments to production-grade cloud infrastructure. The platform distinguishes itself through a service-oriented
Sets the active infrastructure stack to ensure pipelines run on the intended environment and resources.