Unit 12: Workflow Managers ========================== Workflow managers are tools that help you define, execute, and monitor complex, multi-step computational workflows in a structured and reproducible way. As analyses grow to involve many interdependent steps, large datasets, and heterogenous computing environments, workflow managers provide a systematic way to encode dependencies, handle failures, and scale execution beyond what manual execution or *ad hoc* scripting can reliably support. This unit introduces workflow managers at a high level, then dives into two popular tools for bioinformatics: Snakemake and Nextflow. .. toctree:: :maxdepth: 1 intro_to_workflow_managers snakemake nextflow