Project Speedrun: The First Computer Designed by AI
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Product & Technology

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Product

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

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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

Environmental Test Boards

Engineers prioritize high-impact boards

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

Program manager

More cycles before DVT freeze

R&D managers

Accelerate board bring-up

PCB Designers

Full fab-ready designs in under 4 hours

Product managers

From schematic to board in under 4 hours

Electrical engineers

Schematic to fab-ready in under 4 hours

Hardware Rich Development

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Overview

Product delays by even nine months can cost you up to 50% of projected revenue. The hard truth of hardware design: anyone still treating development like production will be left behind.

Hardware Rich Development Articles

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Featured

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

Pricing

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Pricing

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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

Hobbyists, students, and eligible professionals with less than 10 employees/$50,000 in revenue use Quilter at no cost.

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.

About

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About

Learn more

The Layout Bottlenecks End Here

Quilter is creating the first autonomous PCB design engine. It is not an autorouter, a co-pilot, or an LLM. It is a physics-first AI system that learns from natural law itself, not from human shortcuts. A world with Quilter is a world where boards are as plentiful and iterative as software builds, powering a new paradigm we call Hardware-Rich Development™.

Autonomous by Physics

Quilter generates complete layouts using AI trained on real-world physics and manufacturing constraints, not human examples. This lets engineers explore design spaces closed off by human intuition, surfacing solutions that would have remained undiscovered without physics-first computation.

Parallel Exploration

Dozens of layouts are generated simultaneously, each ranked for manufacturability and constraint coverage. Teams explore 100× more design variants without delay or compromise.

Continuous Verification

Physics checks are built into generation. DDR length matching, impedance control, and clearances validated during design, not after.

Team Insights

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Featured

Quilter Raises $25M Series B

Bet Big, Break Rules — A Fireside with Sergiy Nesterenko

Careers

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Careers

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The Team

We’re engineers and researchers from MIT, Johns Hopkins APL,and NASA.

Benefits & Support

Our benefits are designed for clarity and impact.

Open Roles

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Senior Scaled ML Engineer
US Time zone
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Remote
Engineering
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Senior ML Systems Engineer
US Time zone
Full time
Remote
Engineering
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Senior Full Stack Engineer
US Time zone
Full time
Remote
Engineering
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Product Updates

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August 18, 2025
Why Do Startups Still Wait Weeks for a Board?
Product Updates
July 16, 2025
Quilter can now create power pours!
Product Updates
August 22, 2024
Quilter can now route differential pairs!
Product Updates
July 2, 2024
More speedups mean jobs now complete in < 1 hour
Product Updates
April 2, 2024
🏎️ Quilter's router is now 7x faster
Product Updates
February 10, 2024
A brand new Quilter app
Product Updates
December 29, 2023
Thin-to-thick traces
Product Updates
October 23, 2023
Octilinear trace routing
Product Updates
October 10, 2023
Quilter v0.5.0 release
Product Updates
September 11, 2023
Constraints manager
Product Updates
September 11, 2023
Schematic-informed placement
Product Updates
November 19, 2024
Introducing: Physics Rule Checks
Product Updates
December 11, 2024
Quilter can now automatically place bypass capacitors
Product Updates
June 16, 2025
Quilter can now create power pours!
Product Updates
Physics-Driven AI for Electronics Design

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