Miraia

Manualize turns an assembly PDF, photos and a note into a 3D assembly Guide. A root agent reads every page and plans the product as a tree; subagents build each part in Blender and compare their renders with the PDF. Checks the agent can't switch off must pass before a Run finishes. The result: plain-language Steps, each citing its page or note. On our TV bench: 14/14 Checks, $2.27, 19 minutes.