Open source
Horus: the open-source engine that runs scientific workflows
Describe a pipeline once, in Python or YAML, and run it wherever the compute lives. Horus tracks every artifact, moves it between machines, and skips work that's already done. AGPL-3.0, no account required.

Install it
pip install horus-runtime
horus --helpPublished on PyPI as horus-runtime. Requires Python 3.13 or newer. Installs the horus command-line tool. Licensed under AGPL-3.0.
The Horus API
A single file you can commit and diff. Each task declares runtime, executor and target; edges form the graph. Re-runs skip tasks whose output already exists.
name: example_pipeline
kind: horus_workflow
tasks:
- id: producer
kind: horus_task
runtime:
kind: command
command: "mkdir -p /tmp/horus_example && echo 42 > $data"
executor:
kind: shell
target:
kind: local
outputs:
- id: data
kind: file
path: /tmp/horus_example/data.txt
# edges connect tasks into the DAG; add a consumer task that
# declares data as an input and it runs after this one
horus run workflow.yaml