Show HN: Agents infer Lego mechanisms from sources, then animate them

Hi there :) Around a month ago, I released LDraw Nova, an agentic toolset for assembling LEGO CAD models by generating LDraw source code files.

For more details, here's the Show HN post:

[https://news.ycombinator.com/item?id=49937916](https://news.ycombinator.com/item?id=49937916)

From the comments, I got the impression that there was quite an interest in seeing not only AI-generated LEGO models, but also AI-animated LEGO ones.

I took a look at results from past experiments, and found it feasible to use agentic LLMs for:

• analyzing the LDraw source code for LEGO models - reverse-engineer! the mechanisms present by reading the descriptions and sequence for the parts there - and then, animate them via Blender!

This new project I'm presenting, LDraw Mecha, is the end result and proof that can be done:

• Read specially annotated LDraw LEGO models .mpd source files - Infer the model structure in terms of submodels - Select from those the ones that are mechanisms - Plan animations - Execute them in Blender

In summary, from an initial .mpd source file, get a rigged and animated version for the model as a Blender (.blend) file.

See the results here:

- Repo (v0.5.0): [https://github.com/anteloc/ldraw-mecha/tree/v0.5.0](https://github.com/anteloc/ldraw-mecha/tree/v0.5.0)
- Gallery: [https://github.com/anteloc/ldraw-mecha/blob/v0.5.0/GALLERY.m...](https://github.com/anteloc/ldraw-mecha/blob/v0.5.0/GALLERY.md)
- Process: [https://github.com/anteloc/ldraw-mecha/blob/v0.5.0/PROCESS.m...](https://github.com/anteloc/ldraw-mecha/blob/v0.5.0/PROCESS.md)

This project is very unusual, I'd really appreciate some feedback from the community.

Cheers!

Comments URL: [https://news.ycombinator.com/item?id=50397325](https://news.ycombinator.com/item?id=50397325)

Points: 1