Can I use this to build a multi-step AI automation without writing any code?
Yes — you can drag and drop steps onto a visual canvas, or describe what you want in plain English and let it generate the workflow for you.
Can I use this to have several AI agents work on different parts of a task at once?
Yes — you can set up one agent to split a request into pieces and hand them to helper agents that run at the same time, then combine their answers.
Which apps can I use this with?
You can call your workflows from Claude Desktop, ChatGPT, and Cursor, or run them straight from the visual canvas or a shareable chat page.
Do I need an account or a key to use this?
Yes — you host it yourself and connect it to a key from an AI provider such as OpenAI, Claude, or Gemini so your agents can think and respond.
How hard is it to set up?
It takes some technical comfort. You install and run it with Docker on your own computer or server rather than clicking a link to add it.
Can I see what an automation actually did after it runs?
Yes — every run keeps a step-by-step record, including the messages sent to the AI, logs, and the real cost in dollars.
Is this free to use?
The core product, including team features, run history, and dashboards, is free and self-hosted. A paid plan is available for teams that want extra support, hosting help, or added security.
Can other people on my team use the workflows I build?
Yes — you can share workflows through a public chat page or give teammates access so they can review and run them together.