UI and web interface

[laoliu5280]

The tool is CLI-only. A web interface would make it easier to submit ideas, monitor runs, and browse results.

Tasks

• Replace YAML file editing with a web form for idea submission
• Build a monitoring dashboard showing all runs, their status, and live progress
• Add a result browser to navigate experiment outputs (code, figures, reports) in the browser
• Integrate IdeaHub directly: browse and select ideas from IdeaHub in the UI

Research questions

• What is the right UX for a research automation tool?
• How to present complex experiment state in a way that is easy to understand?