Writing

Deconstructing ai-eval-lab and its inner working

A deconstruction of the workings of ai-eval-lab, a platform that streams desktop applications from a docker container (like KiCad) to the browser via VNC, captures real-time board state telemetry, and evaluates the student's process using LLMs.