Lyounessi
Built at Meta Global AI Developer Hackathon · Oct 26, 2026 · Remote

Smart RPA Builder turns workflow instructions and captured web elements into Python automation robots using Meta Muse. Users create a project, define input fields, upload CSV or Excel records, and capture website elements through a visual inspector. Muse helps clarify the workflow and generates a robot using the project’s selectors, data mappings, success criteria, and Python framework contract. Users review the generated code before running it locally. The platform tracks processing status, execution history, timing, outputs, and technical logs. Optional browser recordings provide playback evidence, while results can be exported as CSV or Excel. The MVP demonstrated an unchanged Muse-generated robot completing the RPA Challenge with 100% success—70 fields across 10 records in approximately 9.6 seconds. Built with Django, HTMX, Playwright, and Python, Smart RPA Builder gives users access to their generated robot source code and a local environment for building, running, and reviewing web automations.