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What is Sensbench?

Sensbench is a web-based simulator tailored for circuits and microcontrollers, serving as a fantastic resource for education, prototyping, and testing with platforms like Arduino, ESP32, and Raspberry Pi Pico. Users have the ability to set up virtual boards and components on a digital breadboard, create circuit connections, adjust sketches, compile firmware, and run it on an emulated microcontroller while observing serial outputs and component behavior. The platform further supports SPICE analog simulations and mixed digital-analog circuits, providing a comprehensive toolkit for users. It includes a wide range of guided examples and features virtual components such as sensors, displays, LEDs, and relays to enrich the user experience. An innovative AI builder can convert a written project specification into a complete parts list, wiring diagram, and firmware, while an MCP server enables compatible AI clients to interact with the workbench effortlessly. While the essential features of Sensbench are accessible for free via a web browser, users have the option to purchase additional AI credits and subscription plans for more advanced project functionalities. Additionally, Sensbench offers physical project kits that come equipped with pre-flashed boards and detailed instructional guides, including specialized kits for integration with Home Assistant through local Wi-Fi. This unique blend of virtual resources and tangible project kits positions Sensbench as an adaptable solution for both novices and seasoned enthusiasts in the field. Its commitment to fostering hands-on learning ensures that users can effectively bring their electronic ideas to life.

What is Copperhead?

Copperhead serves as a collaborative open-source AI platform designed to support hardware teams in the intricate tasks of circuit board design, validation, and production. Users can effortlessly initiate the process by providing a description of a modification or a product brief, prompting the AI to accurately edit existing KiCad files, update associated documentation, and execute KiCad's built-in validation checks until they all succeed. The thorough workflow includes multiple stages such as outlining specifications, defining architecture, selecting components, designing schematics, creating layouts, generating outputs, developing firmware, and establishing a development strategy, ensuring that each step yields a concrete artifact saved on disk before moving forward. Validation gates assess various factors including adherence to budget, analysis of logical subsystems, component numbers backed by datasheets, compliance with ERC standards in schematics, DRC-compliant layouts, generation of Gerber files, firmware source code preparation, and detailed bring-up plans. Furthermore, Copperhead can accommodate changes to pre-existing boards; users can point it to a KiCad repository, initiate the project, and request particular modifications. The adjustments made are specifically targeted at the KiCad source files, ensuring they are minimal and easily reviewable, while preserving the integrity of other sections. This efficient methodology facilitates a smooth revision process that significantly reduces potential disruptions to the overall project timeline, ultimately enhancing the productivity of hardware teams.

Media

No images available

Media

Integrations Supported

Claude Code
Claude Desktop
Cursor
Model Context Protocol (MCP)

Integrations Supported

JSON
KiCad EDA

API Availability

Has API

API Availability

Pricing Information

$0
The circuit simulator is free, and a free account includes one AI build per day. AI credits cost $1.99 for 5 builds or $6.99 for 20 builds; credits do not expire. Maker is $14.99/month and includes 12 AI builds per day, unlisted projects, and priority compilation. Pro is $19.99/month and includes 50 AI builds per day, private projects, and export features. Physical kits are sold separately.
Free Version

Pricing Information

$49 per month
Free Version

Supported Platforms

SaaS
On-Prem

Supported Platforms

SaaS

Customer Service / Support

Web-Based Support

Customer Service / Support

Web-Based Support

Training Options

Documentation Hub

Training Options

Documentation Hub
Online Training

Company Facts

Organization Name

SensBench

Company Website

sensbench.com

Company Facts

Organization Name

Copperhead

Date Founded

2026

Company Location

India

Company Website

copperhead.sh/

Categories and Features

Circuit Simulation

Not specified

Categories and Features

AI Coding Agents

Not specified

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