Assembly Line

OpenAdapt

For EHRs, payer portals, and any app your team clicks through. A person or an agent shows the task; OpenAdapt turns it into a local program that repeats the steps with no model calls, checks each save, and stops when something doesn't match.

OpenAdapt is an open-source workflow automation project on GitHub under the MIT license (permissive), with 1.9k stars. It is built with CPython. Its last push was today.

Stars
1.9k
License
MIT
Activity
Active
Latest release
openadapt-flow-v2.5.0

Code on GitHub Website

Judgement

What it is
Complete system
What it does
Records a person or agent doing a task in a desktop or browser app such as an EHR or payer portal, then replays it as a local program that checks each step and stops on mismatch.
Adopt it when
You have repetitive click-through work in apps without APIs, including over Citrix or RDP, and want deterministic replay rather than an AI agent guessing each time.
Watch out
The project has changed direction several times, and recorded flows break when the target app's screens change.
Ready for
Usable
Runs as
Desktop app
Built with
Python and TypeScript
How established
Established: started 3 years ago, latest release openadapt-flow-v2.5.0.
What the license allows
You can build it into a product you sell, as long as you keep its copyright notice.

Judged on 2026-11-03 from the project's README and GitHub data. The license and age lines are worked out directly.

Built from

Follow it down: OpenAdapt → CPython → GCC → LLVM project → runs on a microchip

How compilers were built, back to punched paper tape

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Stars, license and activity come from GitHub and refresh on a rolling hourly schedule. The project's own description is quoted as written.