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@LinusEkenstam: A walkthrough of the current state of PLY. I know many are eager to give it a go, I'm currently in the process of impro…

X AI KOLs Timeline ↗ · 2026-10-01 Cached

Linus Ekenstam showcases the latest local version of PLY, a ramp and skatepark building tool, demonstrating the full workflow from component modeling, joists and construction details, materials and cut lists (including sheet layout and near-zero-waste optimization), to custom part joinery patterns, real-time time-lapse build guides, and exporting shop-ready PDFs, material CSVs, and SVGs that can be fed directly into a CNC. The tool emphasizes following real-world construction best practices and comes with a rich built-in library of preset components; it is still being refined and the team is recruiting beta testers.

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#construction-planning

Terminal Symmetry as a Decision Resource: Statewise Refinement for Anytime Verified Construction

arXiv cs.LG ↗ · 2026-08-13 Cached

This paper introduces SymBuild, a method that treats terminal symmetry as a reusable decision resource for sequential construction tasks, using a transport-refine-certify decomposition to improve anytime verified construction performance.

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