Cursor 3.1 has launched the Canvas feature, enabling its AI Agent to generate interactive React interfaces instead of just code or markdown text. This new capability allows for the creation of charts, tables, and custom logic directly within the Agent's workspace, enhancing information density and usability. Previously, tasks like compiling time-series data required manual visualization, but now the Agent can consolidate data into a single Canvas chart, streamlining processes such as incident response and PR reviews. The Canvas feature also supports custom extensions, allowing users to create Skills that define the type of Canvas generated. For instance, the Docs Canvas Skill on the Cursor Marketplace enables the generation of interactive architecture diagrams from code repositories. This innovation has significantly reduced troubleshooting time for the Cursor team, particularly during model deployments, by providing a more efficient workflow for analyzing rollout data and categorizing failure causes.