Stencil

Hand the cheap model a trajectory, not a plan: /prewalk keeps 92-97% of the frontier pass rate at roughly half the cost, measured on SWE-Bench Pro.

Render the context window into dense pixel-font bitmaps and hand it back as images: near-verbatim recall at a third of the input price, benchmarked on four frontier models and probed layer-by-layer on Qwen2.5-VL.

Free DIY online tool to generate 3D-printable solder paste stencils from your Gerber files. Convert Gerber to STL/3MF for FDM 3D printing at home. Compatible with KiCad, Eagle, Altium. Free PCB stencil generator for SMD/SMT reflow soldering.

Sixteen models, three edit tools, one variable: hashline, an edit format built on content-hash line anchors, beats patch for 14/16 models - and the weakest models gain the most.

The world's oldest art has an unintentional story to tell about human exploration.

The world's oldest known example of cave art, dating back at least 67,800 years, has been discovered by researchers studying handprints in Indonesia.

The work suggests early Homo sapiens developed enduring artistic practices as they moved through the islands of Southeast Asia.

This project, sent in by Henk, goes through a few different ways to make a solder stencil using a vinyl cutter, a CO2 laser, and a fiber laser.The project starts with identifying a method to conve...

Uncover the impact of open governance on Stencil amidst its growth under OutSystems and the integration of new contributors.