# Generative AI for Hardware Design Discover the power of Flux Copilot, an AI hardware assistant that can wire up your schematic diagrams effortlessly. Harnessing Generative AI for Cutting-Edge Hardware Design: Embrace the Future Written by [Matthias Wagner](https://www.flux.ai/natarius) Published Jun 2023 - 3 min read [![A schematic diagram with two integrated circuit symbols with a message bubble above it, featuring Copilot AI hardware assistant](https://www.flux.ai/p/assets/blogs/generative-ai-for-hardware-design/main.webp)](#) ## Flux Copilot can now wire up your schematic for you and more Last month we [launched Flux Copilot](https://www.flux.ai/p/blog/flux-copilot-the-first-ai-powered-hardware-design-assistant), the industry’s first AI-powered hardware design assistant integrated into a PCB design tool. The innovative ways in which you’ve employed it to brainstorm, debug, conduct part research, and answer project-specific queries have truly amazed us. To celebrate this, we've compiled a page featuring all [our favorite Flux Copilot prompts.](https://www.flux.ai/p/blog/amazing-flux-copilot-prompts) Today, we're excited to reveal a major upgrade - Flux Copilot is transitioning from being a helpful guide to a proactive partner. It no longer just advises but, with your approval, can now wires components together! This is a small step towards fully generative AI, reducing the time and complexity often associated with component connections. ### **Not Just Advice. Action.** Imagine working on a complex electronic circuit project, only to realize that you're not entirely sure how to connect the components. With the upgraded Flux Copilot, you can now simply ask, > [@copilot,](https://docs.flux.ai/reference/copilot#getting-started-with-copilot) *how would I connect these parts to make the LED flash at 1kHz?* Instead of just providing advice, Flux Copilot gives you the option to wire it up for you, saving you significant time and reducing the tedious parts of the hardware design process. ### No More Sifting Through Datasheets Dealing with a complex circuit and unsure about connecting components such as the RP2040 and SPI TFT LCD? No need to spend hours poring over datasheets to figure out which pins are capable of what. Simply ask, > [@copilot](https://docs.flux.ai/reference/copilot#getting-started-with-copilot), *how should I connect U1 and U2?* where U1 and U2 are reference designators (REFDES) of RP2040 and TFT LCD in the schematic editor, respectively. Just watch as Copilot smartly wires up your components in the schematic editor. Discover how to construct an RPi-pico-like board in just 20 minutes using Flux Copilot [in this tutorial!](https://www.flux.ai/p/blog/raspberry-pi-pico-schematic-in-20-minutes-using-flux-copilot) ### Navigate High-Speed Design Effortlessly High-speed design is often a daunting domain, requiring specialized knowledge. There are a whole host of these requirements that make impedance control difficult to implement. Flux Copilot makes it as straightforward as any other design. Ask, > [@copilot](https://docs.flux.ai/reference/copilot#getting-started-with-copilot), *how would I connect these two HDMI connectors as a pass through?* and allow Flux Copilot to establish the advised connections. Then, route your high-speed traces as usual. Flux takes care of all impedance control and calculations, allowing you to concentrate on the broader design. Learn more about [high speed design with Flux](https://docs.flux.ai/tutorials/advanced-routing). ### Mastering Copilot: Best Practices To make the most of Flux Copilot, remember these key tips: - **Be Precise**: Copilot operates by scrutinizing the details you provide within your project's context. Clear project objectives, constraints, and specifications help Copilot produce effective results. - **Explore Options**: Copilot offers multiple suggestions for each query. Make the most of this by reviewing all proposals and assessing their suitability for your project. - **Encourage Feedback**: Improve the quality of Copilot's suggestions by providing feedback. This helps you refine your queries and offer more insights, helping Copilot better understand your design requirements. ### Be a Part of the Revolution This is just one small step towards our vision of taking the hard out of hardware, and we couldn’t do it without your participation and feedback. We’re particularly excited about empowering individuals to iterate faster with Flux Copilot, using it like a senior electrical engineer that’s always there to brainstorm solutions, debug circuits, and discuss challenges with you. We can't wait for you to experience the new and improved Flux Copilot and discover the difference it can make in your projects. Please let us know if you have any feedback or questions via help@flux.ai. We're excited to see the incredible designs you create! Best, Matthias Wagner ## About the author [Matthias Wagner](https://www.flux.ai/natarius) Founder & CEO at Flux Matthias is the Founder and CEO of Flux, a hardware design platform that's revolutionizing how teams create and iterate on circuits. Find him on Flux [@natarius](https://www.flux.ai/natarius). Let’s start building Build your big idea together with Flux. All you need to do is describe what you want to make, or what problem you want to solve. Flux will work with you to make it a reality. ![Close-up photo of a PCB made with Flux, with an ESP32 module, buttons, and a microSD slot.](https://www.flux.ai/p/assets/blogs/miscellaneous/sidebar-cta-pcb.webp) [Try it Free](https://www.flux.ai/signup) ## More in AI & Prompt Engineering for Hardware [ ![What Makes a Perfect PCB Design Prompt](https://www.flux.ai/p/assets/blogs/how-to-write-a-perfect-pcb-design-prompt/main.webp) ### What Makes a Perfect PCB Design Prompt 8 Min Read](https://www.flux.ai/p/blog/what-makes-a-perfect-pcb-design-prompt)[ ![Flux, an AI hardware engineer pointing out the dos and don'ts when prompting.](https://www.flux.ai/p/assets/blogs/prompting-guide/main.webp) ### Prompting Guide: Working with Flux from Idea to Schematic 9 Min Read](https://www.flux.ai/p/blog/prompting-guide-working-with-flux-from-idea-to-schematic)[ ![A space-themed image with a central cartoon astronaut helmet against a backdrop of stars and nebulae in shades of purple. Surrounding the helmet are eight speech bubbles with text relating to electronic design considerations, such as 'Review unconnected pins,' 'Check my design for errors,' and 'Radiation Hardness.' A ninth bubble says 'Share Review Template,' with a share icon.](https://www.flux.ai/p/assets/blogs/ai-design-reviews/main.webp) ### AI Design Reviews 6 Min Read](https://www.flux.ai/p/blog/ai-design-reviews)[ ![5 Pro Tips for Better Routing with AI Auto-Layout](https://www.flux.ai/p/assets/blogs/5-tips-for-ai-auto-layout/main.webp) ### 5 Pro Tips for Better Routing with AI Auto-Layout 5 Min Read](https://www.flux.ai/p/blog/5-pro-tips-for-better-routing-with-ai-auto-layout)[ ![Top 20+ Flux Copilot Prompts for Hardware Design](https://www.flux.ai/p/assets/blogs/top-copilot-prompts-2/main.webp) ### Top 20+ Flux Copilot Prompts for Hardware Design 9 Min Read](https://www.flux.ai/p/blog/top-20-flux-copilot-prompts-for-hardware-design)[ ![More than 20 amazing Flux Copilot prompts on a starry background](https://www.flux.ai/p/assets/blogs/top-copilot-prompts/main.webp) ### 20+ Amazing Flux Copilot Prompts for Hardware Design 5 Min Read](https://www.flux.ai/p/blog/amazing-flux-copilot-prompts)[ ![Top 20+ Flux Copilot Prompts (Refreshed)](https://www.flux.ai/p/assets/blogs/top-copilot-prompts-3/main.webp) ### Top 20+ Flux Copilot Prompts (Refreshed) 7 Min Read](https://www.flux.ai/p/blog/top-20-flux-copilot-prompts-refreshed)[ ![a space-themed background with stars and a floating astronaut helmet to the left. Large, bold text reads '6 Prompting Tips to Get the Most Out of Copilot', indicating a focus on maximizing the use of a digital assistant or tool.](https://www.flux.ai/p/assets/blogs/copilot-6-prompting-tips/main.webp) ### 6 Prompting Tips to Get the Most Out of Copilot 6 Min Read](https://www.flux.ai/p/blog/6-prompting-tips-to-get-the-most-out-of-copilot)[ ![Graphic showing a red printed circuit board design with a list of common asked questions in Flux, such as overlapping copper and missing footprints. Based on the most common questions we hear from our users, it walks through practical solutions to unblock your designs and give you more confidence as you build.](https://www.flux.ai/p/assets/blogs/top-10-troubleshooting-tips-n-tricks/main.webp) ### Top 9 Most Asked Questions in Flux 6 Min Read](https://www.flux.ai/p/blog/top-9-most-asked-questions-in-flux)[ ![A screen that looks like the part of a game where you choose your character. Except the characters are different helmets, representing how Copilot can change for each application. The categories are Aerospace, Edge Computing, UAV, Telecom, Robotics, Audio, Marine and Defense](https://www.flux.ai/p/assets/blogs/copilot-templates/main.webp) ### Flux Copilot Can Adapt To Your Objectives 4 Min Read](https://www.flux.ai/p/blog/flux-copilot-ai-hardware-assistant-adapts-to-your-requirements)[ ![Design Circuits with Natural Language: Copilot Upgrade](https://www.flux.ai/p/assets/blogs/copilot-takes-action/main.webp) ### Design Circuits with Natural Language: Copilot Upgrade 6 Min Read](https://www.flux.ai/p/blog/design-circuits-with-natural-language-copilot-upgrade)[ ![Flux Copilot can learn how you work—your design principles, part selection preferences, schematic, and testing workflows—and remember them automatically](https://www.flux.ai/p/assets/blogs/copilot-knowledge/main.webp) ### Teach Copilot How You Work with Knowledge 4 Min Read](https://www.flux.ai/p/blog/teach-copilot-how-you-work-with-knowledge)[ ![The First AI Hardware Engineer](https://www.flux.ai/p/assets/blogs/first-ai-hardware-engineering-intern/main.webp) ### The First AI Hardware Engineer 5 Min Read](https://www.flux.ai/p/blog/the-first-ai-hardware-engineer)[ ![A schematic diagram of a project on Flux showing an electrical engineer accessing the Copilot shortcut](https://www.flux.ai/p/assets/blogs/ai_shortcut/main.webp) ### AI Shortcuts for PCB Design 2 Min Read](https://www.flux.ai/p/blog/ai-shortcuts-for-pcb-design)[ ![Flux Copilot’s faster workflows with the new AI-first UI](https://www.flux.ai/p/assets/blogs/new-ai-first-ui/main.webp) ### Less Clicking, More Building: The New AI-First UI 4 Min Read](https://www.flux.ai/p/blog/less-clicking-more-building-the-new-ai-first-ui)[ ![Screenshot of a PCB design tool showing an AI-powered review panel. The review panel highlights capacitor C56 with a red error indicating a voltage rating of 16V, below the required safe margin. A chat response suggests replacement capacitors with part numbers, demonstrating the AI's capability to recommend fixes for flagged issues.](https://www.flux.ai/p/assets/blogs/ai-drc-panel/main.webp) ### Introducing the AI Design Review Tab 4 Min Read](https://www.flux.ai/p/blog/introducing-the-ai-design-review-tab)[ ![Flux Copilot - The First AI Powered Hardware Design Assistant can now route your PCB. Introducing AI Auto-Layout. With just one click, Copilot tackles the repetitive task of routing your board, delivering clean, human-like results that are easy to work with and iterate on.](https://www.flux.ai/p/assets/blogs/ai-auto-layout-v1/main.webp) ### Introducing AI Auto-Layout 4 Min Read](https://www.flux.ai/p/blog/introducing-ai-auto-layout)[ ![Flux Copilot astronaut points at a PCB with the text “Smarter AI Auto‑Layout” overlaid, highlighting the intelligence of Flux’s AI Auto‑Layout feature.](https://www.flux.ai/p/assets/blogs/ai-auto-layout-summer-update/main.webp) ### AI Auto-Layout Just Got Smarter 3 Min Read](https://www.flux.ai/p/blog/ai-auto-layout-just-got-smarter)[ ![An astronaut placing electronics components and tracing complex signals on a complex glowing PCB board.](https://www.flux.ai/p/assets/blogs/ai-auto-layout-v2/main.webp) ### AI Auto-Layout Winter Update 9 Min Read](https://www.flux.ai/p/blog/ai-auto-layout-winter-update)[ ![Flux Copilot suspended in space, intellegently scanning electronic components datasheets](https://www.flux.ai/p/assets/blogs/ditch-datasheets/main.webp) ### Ditch Datasheets with this Flux Copilot Upgrade 2 Min Read](https://www.flux.ai/p/blog/ditch-datasheets-with-this-flux-copilot-upgrade)[ ![Illustration of an astronaut helmet superimposed over a circuit board background, stylized as 'Flux Copilot Vision.' The helmet is detailed with a prominent, reflective visor in shades of purple and white, with a simplified antenna on the side, set against a complex pattern of digital circuits and glowing nodes. This is Copilot Vision, first multi-modal AI for hardware design for electronics and PCB engineers](https://www.flux.ai/p/assets/blogs/copilot_vision/main.webp) ### Flux Copilot Can Now See 3 Min Read](https://www.flux.ai/p/blog/copilot-can-now-see)[ ![Flux copilot writing and optimizing a firmware code of an electronic project](https://www.flux.ai/p/assets/blogs/firmware-productivity-with-ai/main.webp) ### AI for Firmware Development: How to Code Firmware Faster 3 Min Read](https://www.flux.ai/p/blog/code-firmware-faster-with-ai)[ ![Research Components Faster with AI](https://www.flux.ai/p/assets/blogs/ai-component-selection/main.webp) ### Research Components Faster with AI 5 Min Read](https://www.flux.ai/p/blog/research-components-faster-with-ai)[ ![Flux copilot, a hardware design assistant is responding to a user request to provide him drop-in replacement for an electronic component in his project. Behind is a complicated realistic printed circuit board.](https://www.flux.ai/p/assets/blogs/streamline-component-research-with-ai/main.webp) ### Streamline Component Research with AI 2 Min Read](https://www.flux.ai/p/blog/streamline-component-research-with-ai)[ ![Instant Hardware Analysis with AI: Meet Copilot's Code Interpreter](https://www.flux.ai/p/assets/blogs/code-interpreter/main.webp) ### Instant Hardware Analysis with AI: Meet Copilot's Code Interpreter 4 Min Read](https://www.flux.ai/p/blog/instant-hardware-analysis-with-ai-meet-copilots-code-interpreter)[ ![This image displays a sophisticated electronics testing setup. In the foreground, a person's hand holds a probe connected to a circuit board densely populated with various electronic components. The background features an oscilloscope screen showing waveform outputs and a digital meter displaying the number 0.95. A digital overlay on the image presents a test plan for signal integrity checks, listing steps such as confirming a voltage level of 3.3V, checking for a PWM signal at 1 kHz, and ensuring zero voltage (ground). The layout emphasizes precision and methodical testing in electronic design and development.](https://www.flux.ai/p/assets/blogs/ai-electronic-testing-and-debugging/main.webp) ### AI for Electronics Testing and Debugging 3 Min Read](https://www.flux.ai/p/blog/ai-for-electronics-testing-and-debugging)[ ![A hardware design assistant wearing a spacesuit helmet, automatically reading test points in a complex printed circuit board and doing design analysis](https://www.flux.ai/p/assets/blogs/ai-functional-testing/main.webp) ### AI for Functional Testing 4 Min Read](https://www.flux.ai/p/blog/ai-for-functional-testing)[ ![AI design assistant named Copilot wearing a space helmet is scanning an electronic schematic diagram to optimize for production total cost by looking at every single electronic components, stackup configuration and packages](https://www.flux.ai/p/assets/blogs/ai-driven-cost-optimization/main.webp) ### AI-Driven PCB Cost Optimization 4 Min Read](https://www.flux.ai/p/blog/ai-driven-pcb-cost-optimization)[ ![Simulate Circuits with a Prompt](https://www.flux.ai/p/assets/blogs/simulate-circuits-with-a-prompt/main.webp) ### Simulate Circuits with a Prompt 5 Min Read](https://www.flux.ai/p/blog/simulate-circuits-with-a-prompt)[ ![Meet Files: AI-Native Project Documentation](https://www.flux.ai/p/assets/blogs/meet-files-ai-native-project-documentation/main.webp) ### Meet Files: AI-Native Project Documentation 5 Min Read](https://www.flux.ai/p/blog/meet-files-ai-native-project-documentation)[ ![Flux copilot under the hood - an AI agent with access to real tools, structured data, and your active design context. Because it understands your schematic — the parts you’ve used, their interconnections, net names, designators, and annotations — it can reason about your design.](https://www.flux.ai/p/assets/blogs/flux-copilot-under-the-hood/main.webp) ### Flux Copilot: Under the Hood 8 Min Read](https://www.flux.ai/p/blog/flux-copilot-under-the-hood)[ ![An illustration showing AI-driven PCB design workflows with automated routing and placement optimization](https://www.flux.ai/p/assets/blogs/how-ai-is-changing-pcb-design/main.webp) ### How AI Is Changing PCB Design 11 Min Read](https://www.flux.ai/p/blog/how-ai-is-changing-pcb-design)[ ![A screenshot displaying the Flux Copilot Chat dialog box on a computer screen, featuring a selection of specialized AI models, each uniquely tailored for various aspects of hardware design.](https://www.flux.ai/p/assets/blogs/copilot_got_smarter/main.webp) ### Flux Copilot Just Got Smarter 2 Min Read](https://www.flux.ai/p/blog/flux-copilot-just-got-smarter)[ ![An astronaut in silhouette stands on a ledge, gazing at stars and planets that resemble electronic circuits, imagining the endless possibilities Flux Copilot offers in realizing his dream](https://www.flux.ai/p/assets/blogs/future-of-copilot/main.webp) ### The Future of Flux Copilot 5 Min Read](https://www.flux.ai/p/blog/the-future-of-flux-copilot)[ ![Flux Copilot is creating a block diagram or architectural diagram of an electronic PCB project](https://www.flux.ai/p/assets/blogs/ai-powered-architecture-design/main.webp) ### AI-Powered Architecture Design 4 Min Read](https://www.flux.ai/p/blog/ai-powered-architecture-design)[ ![An illustration of astronaut helmet spacesuit suspended in space.](https://www.flux.ai/p/assets/blogs/copilot_v1/main.webp) ### Flux Copilot - The First AI Powered Hardware Design Assistant 8 Min Read](https://www.flux.ai/p/blog/flux-copilot-the-first-ai-powered-hardware-design-assistant)[ ![Flux copilot optimizing the initial phase of hardware development process](https://www.flux.ai/p/assets/blogs/ai-research-and-planning/main.webp) ### AI Research & Planning 5 Min Read](https://www.flux.ai/p/blog/ai-research-planning)[ ![Flux copilot just got smarter, cleaner layouts, fewer bugs. An astronaut traversing the galaxy having full control.](https://www.flux.ai/p/assets/blogs/copilot-getting-smarter/main.webp) ### Smarter Copilot, Cleaner Layouts, Fewer Bugs 2 Min Read](https://www.flux.ai/p/blog/smarter-copilot-cleaner-layouts-fewer-bugs)[ ![Introducing Copilot Knowledge Base for Flux Engineers](https://www.flux.ai/p/assets/blogs/how-to-transfer-your-knowledge-to-copilot/main.webp) ### Introducing Copilot Knowledge Base for Flux Engineers 6 Min Read](https://www.flux.ai/p/blog/introducing-copilot-knowledge-base-for-flux-engineers)[ ![Flux + GPT-5 (Beta)](https://www.flux.ai/p/assets/blogs/flux-and-gpt-5/main.webp) ### Flux + GPT-5 (Beta) 4 Min Read](https://www.flux.ai/p/blog/flux-gpt-5-beta)[ ![Design hardware in the fast lane with Flux's new steerable agent](https://www.flux.ai/p/assets/blogs/new-steerable-hardware-agent/main.webp) ### Design hardware in the fast lane with Flux's new steerable agent 3 Min Read](https://www.flux.ai/p/blog/new-steerable-hardware-agent) See All (41) ## Let’s start building. Let’s build your idea together. All you need to do is describe what you want to make, or what problem you want to solve. Flux will work with you to make it a reality. [Try it Free](https://www.flux.ai/signup) ![Close-up of a Flux-designed printed circuit board](https://www.flux.ai/p/assets/homepage-v2/mission-visual.webp)