AI Workstation began with a product boundary: a chat interface should handle materials and expression, while current discovery should remain dated and inspectable. The workspace supports text, files, images, links and repeatable work templates. Its public Global Topic Radar and AI Open Source Radar expose current signals, source paths and uncertainty before model interpretation. We publish engineering notes here about those choices and the tradeoffs behind them.
Our stack
Python, FastAPI, JavaScript, HTML/CSS, MySQL, Nginx, systemd, GitHub Actions, and read-only HTTP/MCP interfaces. Public Agent Skills are distributed through GitHub Releases and PyPI where applicable.
