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super curious,how are you handling constraint resolution under the hood when user modifies via prompt vs direct manipulation? are you maintaining a shared parametric model or diffing against a scene graph? also how’s geometry validation handled postgen to avoid non-manifold trash?


For "parametric" everything ultimately updates the OpenSCAD code behind the scenes. Prompt edits and sliders both just modify the same parameters in that script, which we recompile into a new model.

For "creative" its a little different.




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