Project Speedrun: The First Computer Designed by AI
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Overview

Generate multiple candidates in hours. Physics validates every trace.

Technology

Quilter uses reinforcement learning to actively explore thousands of generated candidate boards.

Workflow

PCB design remains a critical discipline, but engineers don’t need to spendtime on non‑core layout tasks.

Solutions

By Design Type

Test Fixtures & Harnesses

Shave 4–6 weeks off board bring-up

IC Evaluation Boards

Cuts layout cycles from weeks to hours; enables rapid, fabrication-ready design iteration

Design Validation Boards

Shrinks validation cycles from months to days

Backplane & Interconnect Boards

From 30+ days to under 24 hours

By Industry

Semiconductors

Bring-up ready in a single workday (first candidates often appear within the first hour).

Robotics

Compress board bring-up from 4 weeks to under 1 day

Consumer Electronics

Boards ready in a single workday (first candidates often appear within the first hour)

Aerospace & defense

Faster board bring-up for validation and TRR

By Role

R&D managers

Accelerate board bring-up

PCB Designers

Full fab-ready designs in under 4 hours

Electrical engineers

Schematic to fab-ready in under 4 hours

Resources

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Blog

Product updates, engineering insights, and company news from the Quilter team.

Workbench

A behind-the-scenes microblog about our hardware projects and the AI that designs them.

Resources

Guides, documentation, and support to help you design faster with Quilter.

Hardware Rich Development

How physics‑first AI enables faster, more iterative hardware programs.

Learn More

Explore Quilter’s approach, product, and solutions for demanding programs.

Pricing

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Pricing

Quilter for Enterprise

Quilter matches your pace; today and tomorrow. Explore freely, pay only for approved designs. Pricing scales by pin count, not by seats, so your entire organization can iterate without restriction.

Quilter for Startups

Unlimited commercial access for teams racing towards product-market fit.

Quilter for Free

Whether you’re delivering a single board or scaling across entireprograms, Quilter matches your pace; today and tomorrow. Explore freely, pay only for approved designs. Pricing scales bypin count, not by seats, so your entire organization can iteratewithout restriction.

Design capacity that grows with you

Whether you’re delivering a single board or scaling across entire programs, Quilter matches your pace; today and tomorrow. Explore freely, pay only for approved designs. Pricing scales by pin count, not by seats, so your entire organization can iterate without restriction.

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Bet Big, Break Rules — A Fireside with Sergiy Nesterenko

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Designs

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December 10, 2025
Validating an AI-Designed Computer: Running Under Real Workloads (Part 4/4)
Designs
December 10, 2025
Cleaning Up an AI-Designed Computer: Refining the Layout for Production-Ready Hardware (Part 3/4)
Designs
December 10, 2025
Compiling an AI-Designed Computer: Quilter Converts Constraints Into Layout (Part 2/4)
Designs
December 10, 2025
Preparing an AI-Designed Computer: Setting Up the i.MX 8M Mini for Physics-Driven Layout (Part 1/4)
Designs

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Solutions

By Design Type

Test Fixtures & Harnesses

Shave 4–6 weeks off board bring-up

IC Evaluation Boards

Cuts layout cycles from weeks to hours; enables rapid, fabrication-ready design iteration

Design Validation Boards

Shrinks validation cycles from months to days

Backplane & Interconnect Boards

From 30+ days to under 24 hours

By Industry

Semiconductors

Bring-up ready in a single workday (first candidates often appear within the first hour).

Robotics

Compress board bring-up from 4 weeks to under 1 day

Consumer Electronics

Boards ready in a single workday (first candidates often appear within the first hour)

Aerospace & defense

Faster board bring-up for validation and TRR

By Role

R&D managers

Accelerate board bring-up

PCB Designers

Full fab-ready designs in under 4 hours

Electrical engineers

Schematic to fab-ready in under 4 hours

Hardware-Rich Development

Technology Is Easy. People Are Hard. Pooya Tadayon.

Stephanie Ngo and the Invisible Architecture of Momentum

Learning as a Discipline, Engineering as a Craft | Quilter’s Osman Romero

Finding the Possible in the Impossible: James Krejcarek on Toolmaking, Trust, and the Joy of Discovery

Stephen Newberry and the Discipline of Signal Integrity

FPGA to AI: Ben on Curiosity, Integrity, and Building Better Boards

Signals to Smarter Systems — Harshat on Math, AI Learning & Hardware Evolution

Aerospace to AI: Boris on Curiosity and Craft

From Silicon Valley to Startups: Dan Gudino on Curiosity and Circuitry

From Geometry to Circuits: Chi-Han Peng on Seeing the Patterns Beneath It All

From Nanometers to New Dimensions: Fei on Rediscovering the Thrill of Zero to One

CAD Automation to Circuit Comprehension: Jarvis Autey on Learning What Machines Can’t Yet Know

From Rockets to Rapid Iteration: Sam on Purposeful Engineering

Staying Under Dunbar’s Number: Nick Faughey on Infrastructure, Agility, and the Joy of Building

From Research to Routing: Fayaz Rahman on Learning Fast and Building Smarter Systems

ML OPs Engineers | Open Source Roots, Hardware Frontiers, and Fariz Rahman

Beyond Parity: Geometry in AI and Superhuman Engineering

Lessons on Power Integrity from Scott Witcher

Curiosity in Power Electronics: Reflections with Jovana Plavšić

From GaN to Magnetics: How Jovana Plavšić Builds Hardware with Curiosity and Precision

Scott Witcher on Power Integrity, Systems Thinking, and Humble Leadership

Technical Leadership Skills and Meditations: What It Means to Truly Build with Derrek Cooper

Lasers, Electrons, and the Courage to Build the Impossible

Aircraft Systems Engineering Beyond the Review: Human Chemistry, and the Quiet Craft of Good Engineering

What is a Technical Leader? Derrek Cooper's Answer

Björn Manuel Hegelich on Dangerous Lasers, the Art of Letting Go, and Building the Next Collider by Hand

Carol Erikson on Systems Thinking, Technical Leadership, and Building Teams That Actually Work

The Hidden Hero of Hardware: Test Engineering and Paul McDonald

Design for Reliability, Design for Manufacturability: Building Smarter Test Systems

Design with Your Hands, Lead with Your Eyes — Nancy Smith and the Grounded Future of PCB Design

On T-Shaped Engineers and Hardware Development: Transparency and the Generalist Path

The Joy is the Job: Nancy Smith on Crafting Beautiful Hardware, One PCB at a Time

Transparency, T-Shaped Engineers, and FPGAs: Interview with Jami Friedman

Just Ship It: Lessons in Grit, Test, and Team from Paul Robinson’s Hardware Odyssey

What Hardware Teaches You About Leadership and Letting Go with Paul Robinson

Bet Big, Break Rules — A Fireside with Sergiy Nesterenko

Rethinking Hardware: Agile Lessons from Dr. Lucas Fraile

Engineering Is an Art: Hardware Interview with Carolina Hubbard

The Truth About Engineering: We’re All Just Trying Not to Redesign the Whole Thing Again

Design for Quality: Dr. Lucas Fraile’s Insights

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