OpenAdapt Blog

OpenAdapt is built on the idea that AI agents work better when they can learn from human demonstrations. Rather than starting from scratch on every task, a demo-conditioned agent retrieves a relevant past demonstration and uses it as a reference — like having a worked example before attempting a problem. To develop and evaluate this approach, we record humans performing real desktop tasks: spreadsheet formulas in LibreOffice Calc, file management in Windows Explorer, system settings changes, and more. Each recording captures every click, keystroke, and screenshot in sequence. ...

We are excited to announce that Wright, our dev automation worker, has successfully created its first automated pull request. This milestone marks a key step in our vision of AI-driven development workflows where routine engineering tasks are handled end-to-end by an autonomous agent. What is Wright? Wright is OpenAdapt’s dev automation bot. It receives task descriptions via Telegram, then uses the Claude Agent SDK to clone the target repository, detect the test runner, install dependencies, make the requested code changes, run the test suite, and open a pull request – all without human intervention. The name comes from the concept of a “wright” (a maker or builder), reflecting its role as an autonomous craftsman in the development pipeline. ...