Local AI Agent Interfaces

Agent UI should expose state without asking the user to read logs all day: what is running, what changed, what is blocked, and what can be safely interrupted.

The best cockpit is not chat-only. It has threads, run cards, approvals, memory, and a fast lane back to the current task.

This note anchors the site’s new direction: less blog archive, more workshop surface.