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Quilter

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Reinforcement-learning engine that auto-places and routes PCB layouts from existing CAD files, validated against physical constraints.

What it does

Quilter is physics-driven AI software for electronics engineers that automates PCB component placement and trace routing. It ingests existing Altium, Cadence, Siemens, or KiCAD projects, generates many candidate board layouts using reinforcement learning, and checks each against physical constraints like impedance-controlled nets and differential pairs before handing back fab-ready files in the original CAD format.

How to use: 1. Upload your existing ECAD project files. 2. Define the board outline, pre-place connectors, and establish the floor plan. 3. Submit to Quilter for automated candidate generation. 4. Review candidates and make adjustments. 5. Export to your CAD tool for final processing and fab file generation.

Core features

Imports existing projects from major ECAD tools
Generates thousands of candidate board layouts via reinforcement learning
Flags bypass capacitors, impedance nets, and differential pairs for review
Supports parallel iteration across stack-ups and manufacturers
Transparent design review against a full constraint checklist
Returns files in the same CAD format for DRC and fab-file generation

Best for

→Speeding up IC evaluation board layout from weeks to hours
→Cutting design validation board cycles from months to days
→Reducing backplane and interconnect board bring-up time
→Iterating multiple layout candidates in parallel before fabrication
Toolspool rankingby monthly traffic

Reviews

Big-picture takes: what it's for and whether it delivers. High-engagement YouTube videos — not sponsored.

Andy's Personal Pedalboard Through the Quilter InterBlock 45 Compact Guitar Amp | Reverb Tone Report
Reverb · 92K views
Quilter Aviator Cub - Full Independent Review
Texas Blues Alley · 50K views
Forget the Digital Stuff, Get a Quilter Solid State Amp (Aviator Cub Review)
intheblues · 46K views

Tutorials

Step-by-step: exactly how to get things done with it.

Top 10 Items I WISH I'd Known About as a Beginner Quilter
Mary B · 374K views