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Toil Adds CWL Loops and Container Resource Accounting

Toil is a workflow engine for batch pipelines, with strong CWL and WDL support. This week’s activity is worth reading because it adds CWL loop execution, injects container resource accounting, and tightens restart coverage for WDL jobs that die on purpose.

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Jul 15, 2026 5 min read batch data-engineering etl scheduler toil
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