Plan mode now shows an interactive panel to choose between implementing or refining instead of typing a numbered choice. Agent Manager chat tools can discover and select models by name, with automatic provider resolution. Jupyter notebook support includes autocomplete, direct cell editing with conflict detection, and safe execution within Kilo. Marketplace suggestions now filter to your workspace and extensions, with one-click install buttons. The model picker opens expanded by default with Kilo Auto models grouped separately and backend-provided efficient options displayed.