Bespoke: Interactively Synthesizing Custom GUIs from Command-Line Applications By Demonstration
summary
Bespoke converts command lines into editable GUIs by parsing commands, inferring type and range from examples, recognizing pipes and repeated patterns, and mapping parameters to widgets then exporting a simple YAML representation that teammates can share. It runs as a Jupyter-style notebook with a fallback terminal. In a 6-participant study users build custom GUIs (ffmpeg, Ludwig for Kaggle, lecture-podcast OCR) in ~30–60 seconds each; limitations include no exclusivity inference or loop synthesis and reliance on a correct example trace.
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chapters (17)
- 0:00Introduction
- 0:18Why GUI
- 1:17ffmpeg
- 2:15notebook
- 2:44workflow
- 3:58how it works
- 6:14exploratory study
- 6:46examples
- 7:55use cases
- 8:29the main idea
- 8:45bootstraps declarative
- 9:13empower user choice
- 9:37empower user narrative
- 10:03conclusion
- 10:25quick question
- 10:46podcast to PDF
- 11:29Questions
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