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TaskVine Insights: Picking the Right Task Surface in Python (Task, PythonTask, FunctionCall)
In the TaskVine API, Task, PythonTask, and FunctionCall are three ways to describe work. This post explains how each one expresses dependencies with File objects, and why libraries help avoid Python cold starts and reuse imports and global state.
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Floability Winter Research Retreat 2026
Snow kept falling as we hosted our Floability winter retreat at Notre Dame, catching up with friends from UIUC, DePaul, and Missouri and hashing out some tough workflow problems together.
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TaskVine Insights - Intermediate Data Model
Large DAGs often bottleneck on intermediate data. Here's how TaskVine's temp files keep intermediates on workers and cut manager-side transfers.
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TaskVine Insights - Example Workflow Logs
TaskVine users can explore these example logs and gain insights into how workflows are executed, what information TaskVine provides for developers, and which visualization tools are available.
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Graduate Students Share Research and Systems Insights at SC25
Two of our graduate students participated in SC25, presenting work on inference services at NERSC and edge-to-HPC workflows.