ZenML

ZenML is built for ML or AI Engineers working on traditional ML use-cases, LLM workflows, or agents, in a company setting. ZenML allows you to write workflows (pipelines) that run on any infrastructure backend (stacks). You can embed any Pythonic logic within these pipelines, like training a model, or running an agentic loop. ZenML then handles: - Automatically containerizing and tracking your code. - Tracking individual runs with metrics, logs, and metadata. - Abstracting away infrastructure