Observed arrival · 2026-09-13
AI with UI: one folder, two interfaces
A filesystem-native workspace where AI agents and people work from the same Markdown and JSON project files.
Field notes
The project keeps the folder as its source of truth: an agent writes a short ai-with-ui.yaml manifest, while the Studio projects the underlying Markdown and JSON into dashboards, tables, calendars, or boards. The supplied setup uses one public Docker image, a compose file, and a mounted volume, with the example image hosted at ghcr.io/jmavieira/ai-with-ui:latest. The page also describes AES-256-GCM protection for credentials and connection tokens, which remain outside the agent’s reach.
Observed signals
Read the marks
Editorial observations of this landing page, not a rating.
One card from the complete issue