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Top 18 Python Workflow Projects
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StackStorm
StackStorm (aka "IFTTT for Ops") is event-driven automation for auto-remediation, incident responses, troubleshooting, deployments, and more for DevOps and SREs. Includes rules engine, workflow, 160 integration packs with 6000+ actions (see https://exchange.stackstorm.org) and ChatOps. Installer at https://docs.stackstorm.com/install/index.html
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CodeRabbit
CodeRabbit: AI Code Reviews for Developers. Revolutionize your code reviews with AI. CodeRabbit offers PR summaries, code walkthroughs, 1-click suggestions, and AST-based analysis. Boost productivity and code quality across all major languages with each PR.
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patchwork
Open-source framework to review and patch code using your preferred LLM. (by patched-codes)
Project mention: Launch HN: Patched (YC S24) – AI workflows for post-code tasks | news.ycombinator.com | 2024-10-31 -
gh-action-pypi-publish
The blessed :octocat: GitHub Action, for publishing your :package: distribution files to PyPI, the tokenless way: https://github.com/marketplace/actions/pypi-publish
Here is the GitHub issue you can subscribe to for automatically generated attestations in the GitHub CI PyPi upload action: https://github.com/pypa/gh-action-pypi-publish/issues/288
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hera
Hera makes Python code easy to orchestrate on Argo Workflows through native Python integrations. It lets you construct and submit your Workflows entirely in Python. ⭐️ Remember to star!
Finally, not everybody on the Pipekit team was familiar with Groovy and writing Jenkins pipelines. So, it helped to have a tool that we could write with YAML. Also, Python developers could use the Hera SDK to spin up CI.
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PlayBooks
Runbook automation platform with deep observability integrations for SRE & On-Call Teams (by DrDroidLab)
Project mention: Show HN: PlayBooks – Convert on-call documents into executable notebooks | news.ycombinator.com | 2024-06-04 -
astro-sdk
Astro SDK allows rapid and clean development of {Extract, Load, Transform} workflows using Python and SQL, powered by Apache Airflow.
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SaaSHub
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flytekit
Extensible Python SDK for developing Flyte tasks and workflows. Simple to get started and learn and highly extensible.
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github-readme-youtube-cards
Workflow for displaying recent YouTube videos as SVG cards in your readme
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domino
User friendly and open source platform for workflow creation and monitoring (by Tauffer-Consulting)
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airflow-docker
This is my Apache Airflow Local development setup on Windows 10 WSL2/Mac using docker-compose. It will also include some sample DAGs and workflows.
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SaaSHub
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A note from our sponsor - SaaSHub
www.saashub.com | 8 Feb 2025
Index
What are some of the best open-source Workflow projects in Python? This list will help you:
# | Project | Stars |
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1 | StackStorm | 6,152 |
2 | Wooey | 2,149 |
3 | patchwork | 1,226 |
4 | gh-action-pypi-publish | 990 |
5 | hera | 645 |
6 | PlayBooks | 422 |
7 | astro-sdk | 360 |
8 | flytekit | 257 |
9 | agent-toolkit | 246 |
10 | github-readme-youtube-cards | 217 |
11 | domino | 161 |
12 | generate-sitemap | 78 |
13 | pyaoscx | 38 |
14 | memer-action | 36 |
15 | Bludger | 31 |
16 | airflow-docker | 27 |
17 | blazer | 7 |
18 | aiida-hyperqueue | 6 |