ManiMage is an experiment in generative education: bite-size, narrated math animations arranged in a prerequisite graph — so when something doesn't click, you can always step down to the concept you're missing instead of falling behind. First grimoire: the Transformer, the architecture behind modern AI.
An AI agent decomposes a topic into standalone lessons and their prerequisite edges, writes each animation in Manim (the engine behind 3Blue1Brown), narrates it, and reviews every video frame-by-frame before it lands in the tree. Lessons are AI-generated and machine-checked — spotted an error? Tell the wizard above.
Built by Parth Patil and a language-model agent running in a loop — the same think→act→observe loop the Agents lesson explains. The whole site, every video, and this paragraph came out of that loop.