Windmill is a self-hosted workflow automation platform where every script is real code — Python, TypeScript, or Go — with git history, LSP autocomplete, and isolated testing. Deploy it with Docker Compose to stop writing automation logic in textarea boxes and start building version-controlled, testable flows.