Open Source Automation Tools
Automation is easy to build and brutal to maintain - every workflow you wire up becomes a silent dependency that breaks the day an API changes its response shape, and the failures show up downstream where they're hard to trace. The open source options below let you self-host the engine so your credentials and data never transit someone else's servers, and they keep flow definitions as files or records you can version, diff, and restore when a working automation suddenly stops.
Dify
Open-source LLM app development platform for workflows, RAG pipelines, and agent apps
Playwright
Cross-browser end-to-end testing and automation for Chromium, Firefox, and WebKit
Coolify
Self-hostable PaaS for deploying apps, databases, and 280+ services to your own servers
Flowise
Open source visual platform for building AI agents and LLM workflows
Cypress
JavaScript testing framework for end-to-end and component testing in the browser
Huginn
Self-hosted automation for building agents that watch events and act on your behalf
Apache Airflow
Programmatically author, schedule, and monitor workflows as code
EasySpider
No-code visual web crawler and browser automation tool with command-line execution
Appsmith
Open-source low-code platform for building internal tools, dashboards, and admin panels