ML pipelines were DAGs. Agents are loops. The orchestration layer that worked for training jobs doesn’t work for autonomous systems, and the industry is scrambling to catch up.
From Pipelines to Agents: How Orchestration is Being Rewritten
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March 12, 2026
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zenml