Luigi is a Python module that helps you build complex pipelines of batch jobs. It handles dependency resolution, workflow management, visualization etc. It also comes with Hadoop support built in.
Cost / License
- Free
- Open Source
Platforms
- Linux


Kestra is described as 'Infinitely scalable orchestration and scheduling platform, creating, running, scheduling, and monitoring millions of complex pipelines' and is an app. There are more than 10 alternatives to Kestra for a variety of platforms, including Web-based, Self-Hosted, Linux, SaaS and Windows apps. The best Kestra alternative is n8n, which is free. Other great apps like Kestra are Google Opal, Flowise, Gumloop and CTFreak.
Luigi is a Python module that helps you build complex pipelines of batch jobs. It handles dependency resolution, workflow management, visualization etc. It also comes with Hadoop support built in.


Shuffle is a low-code / no-code workflow automation program primarily aimed at security automation. Features include:



