Agents should show, not ask: Prototyping better AI planning interfaces

Maggie Appleton, a design engineer at GitHub Next, argues that the current chat-and-CLI interface for planning with AI agents is fatiguing and primitive. She is prototyping a graphical user interface where agents present decisions through mini-documents, multiple-choice cards, and visual aids like design prototypes and architecture diagrams rather than endless text questions. Open article →