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For months, we’ve been adding new features and functions to Copilot to help make it the most powerful AI for hardware design in the world. Today we’re announcing what might be the biggest upgrade to Copilot yet: Copilot Vision.

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Get help with initial brainstorming

Starting a new hardware project can be overwhelming, but the completely overhauled Copilot simplifies the process by guiding you through component selection, spec verification. Just describe your goals and Copilot engages in a focused conversation to refine your requirements like a seasoned hardware engineer.

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Get help defining your project requirements, block diagram, and research components

Ask me a structured set of questions (about 5 one at a time) to help brainstorm and outline the most important parts of a project including the critical technical requirements, including power, components, performance, constraints, Use case etc  

Always provide multiple options where applicable, considering trade-offs in cost, efficiency, size, and performance. By the end of this process, I want:  

1. A block diagram illustrating the system architecture.  

2. A complete list of all components, including passives and active components.

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Go from a block diagram to specific components in a BOM

Here's a block diagram of this design. Please recommend at least three ICs from the @library for each block, highlighting their electrical characteristics and the reasons for your recommendations.

Streamline Parts Research

Instead of wading through datasheets and Google searches, use Copilot to select appropriate parts for implementation, recommending main and alternative components that meet design requirements. Tip: You can use tool like @library to direct Copilot to search the part library, or @file to direct Copilot to use datasheet details in it’s responses.

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Get a list of part recommendations based on your requirements

@library List out 5 switching regulators that I can use for my project with a maximum output current of 2A. Include key parameters such as input voltage range, output voltage range, switching frequency, efficiency, and package type.

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Extract reference design information from a part’s datasheet

@file extract the following details from the datasheet of @U2  

1. Key features  

2. Functional Pin Description  

   - List each pin with its name, function, and relevant electrical characteristics.  

3. From the Typical Application Circuit:  

   - List all components present along with their values in a table format.  

   - Describe explicitly how each pin is connected.  

4. Any circuit-Specific Design Notes

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Alternative parts recommendations

Identify alternative components for @U4 with similar functionality, pin configurations, and electrical characteristics. Include key differences and trade-offs.

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Obtain part’s maximum ratings

@file extract the absolute maximum ratings of @U1 including voltage, current, and thermal limits. Present the data in a clear table format.

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Component research

@file Explain @U1 in detail, including its purpose, key functions, and common applications. Describe how it operates within a circuit and any notable characteristics. Also, explain the family or series this component belongs to, highlighting its variations, key differences, and typical use cases compared to other models in the series.

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Obtain component operating conditions

@file Extract the recommended operating conditions for @IC2. Retrieve key parameters such as supply voltage range, operating temperature range, input/output voltage levels, and other relevant conditions specified for optimal performance.

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Compare different parts

Compare LMR33630ADDAR and MP2451DJ-LF-Z in terms of efficiency, output ripple, load regulation, and thermal performance. Highlight key differences in topology, switching frequency, and suitability for a [specific application, e.g., battery-powered wearable]. Provide a recommendation based on [input voltage range, output voltage, current requirements.

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Consolidate the BoM

Analyze all the parts in the project context and generate a consolidated parts table that optimizes component selection. Specifically, apply the following consolidation rule:

- Identify passive components (resistors, capacitors, inductors) with the same values but different MPNs (Manufacturer Part Numbers).

- Propose a single standardized MPN for each unique value, prioritizing parts with better availability, and popular supplier.

Present the table clearly. The table must strictly list and analyze all passive components in the project context. It must not use vague terms such as “etc.” or truncate the list in any way. The table should have the following headers (Original Part Category (e.g., Resistor, Capacitor, Inductor), Original Values/Specs (e.g., 10kΩ, 1μF, 100mH), Original MPNs (List all variants found in the project), Proposed Consolidated MPN (Recommended single part), Reason for Consolidation (e.g., same specs, better tolerance, reduced part diversity)

Edit Projects with Copilot

Copilot isn’t just here to answer questions—it can take direct action in your project, helping you place components, modify properties, and refine your design faster than ever. Instead of manually searching for parts or tweaking values one by one, you can ask Copilot to handle specific tasks, like adding a resistor with a defined value or updating a component’s footprint.

When Copilot detects an action it can execute, you’ll see an action button appear—click it to apply the change instantly. If you don’t see a button, try rephrasing your request or breaking it into smaller steps. While Copilot can’t yet generate an entire schematic at once, it’s great at guiding you through the process, handling tedious tasks, and keeping your workflow smooth.

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Add parts to the project

I want the 555 timer to operate at a frequency of 1.5 kHz.

@library add the following components to the project:

- NE555 Timer IC

- 2-Pin Terminal Block Connector (for power input)

- Resistors:

   - R1 = 10kΩ

   - R2 = 100Ω

   - R3 (Current-limiting resistor for output)

- Capacitors:

   - C1 = 100nF (0.1µF)

   - C2 = 0.1µF (Decoupling capacitor)

- Diode: 1N4148

- LED

- Ground connection

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Add a part to the project

@library add the following components to this project; NE555 Timer IC, 2-Pin Terminal Block Connector (for power input) and two 0603 1k ohm resistors

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Replace parts

Replace @U1 with an LM2596

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Quick batch edits to properties

Replace all 100nF capacitors with 10nF

Performing Quick Calculations

When working on a design, precise calculations are key—but instead of crunching numbers manually, Copilot can help streamline the process. Whether you need to size a resistor, calculate power consumption, or verify signal integrity, you can use Copilot to gather equations and relevant data before running calculations.

Start by pulling in the necessary formulas and values using @file or @library, ensuring you have all the details upfront. Once you’ve gathered the required inputs, use the @calculator tool to perform the calculations accurately. Taking this structured approach will help you get the most reliable results from Copilot.

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Size passives - Sizing passives happens in two steps. First obtain the equations specified in the datasheet. Then perform the calculation

@file obtain the equation for sizing the inductor for @U2, along with the required parameter values needed for the calculation.

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@calculator calculate the inductor size for U2 needed for my project (Vin = 5V, Vout = 3.3V, Iout = 1A)

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Using IPC standards calculate ... (e.g., trace width)

@calculator calculate the required PCB trace width for the 12V power rail according to the IPC-2221 standard. The trace should handle a current of 3A with a maximum allowable temperature rise of 10°C. Assume a copper thickness of 1oz and an ambient temperature of 25°C.

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Calculate decoupling capacitance

@calculator calculate the required decoupling capacitance for @C2 and @C3 considering ±50mv noise/ripple range.

Initial Planning and Brainstorming

Focuses on early project development to establish a solid project foundation.

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Generate high level block diagram

@copilot, use mermaid-formatted block diagrams to generate 2 well-detailed architecture design of this project for comparison. Make sure to use the technical and functional requirements information.

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Write a product requirement document with AI

@copilot, I’m designing a custom voice-controlled speaker and I initially want it to have buttons, Bluetooth, Wi-Fi, and rechargeable battery. Help me brainstorm and develop a comprehensive product requirements document. Ask me one question at a time, waiting for my response before moving to the next question.

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Architecture design review

@copilot, validate the the suggested architecture in the block diagram matches the product requirements set for this project. Point out any missing blocks that would be needed to satisfy the requirements.

Design Circuit Blocks

Brainstorm and optimize modular circuit blocks for faster hardware development.

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Power tree design

@copilot, based on my requirements, help me figure out the best power architecture for this project. What should the power tree look like?

Select Components

Involves choosing appropriate parts for implementation, recommending main and alternative components that meet design requirements.

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Main part recommendation

@copilot, here's the block diagram of this design. In a table format, recommend at least 3 IC for each block highlighting the electrical characteristics of the IC and why you recommended it.

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Minimum set of components to implement the typical circuit

@copilot, list all components specified in the datasheet of U1 for building the typical application circuit. Present the information in a detailed table format with equations needed to size the components.

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Alternative parts recommendation

@copilot, outline the electrical characteristics of U4 as detailed in the datasheet. Then, suggest at least four drop-in replacement parts, presented in a table format with the columns

  • Replacement Part Number
  • Manufacturer
  • Key Specifications
  • Pin Compatibility
  • Performance Comparison
  • Notes/Comments
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General parts selection

@copilot, query all components in the schematic that do not have an assigned manufacturer part number (MPN). Compile these components into a table format with the following details: Designator, Component Function, Electrical Properties, and Recommended MPN (Provide a list of recommended part numbers based on the component's properties, focusing on the most popular and widely available parts).

Improve Supply Chain

Focuses on optimizing component selection and management, including consolidating similar passive components and addressing part obsolescence to streamline the bill of materials and reduce costs.

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Passive component consolidation

@copilot, perform a BoM consolidation review to identify passive components (resistors, capacitors, and inductors) that have similar but different values (within ±50%) and the same package code. The goal is to simplify the BoM and reduce costs by replacing these components with a single value where possible, without affecting the circuit's functionality.

For each group of similar components, compare their electrical and mechanical characteristics, then identify a single value that can replace the others. Provide a detailed comparison table for each group, listing the designators, component values, package codes, and the proposed consolidated value, along with key specifications and any additional notes. Document the final proposed consolidated BoM in a table format.

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Part obsolescence management

@copilot, identify all components in the schematic that are either obsolete or not recommended for new designs (NRND). Compile these components into a table with the following details: Designator, Description/Function, Obsolete/NRND Status, Recommended Alternative Parts (Suggest at least 2 alternative components and their MPN that are current, widely available, and suitable replacements, based on the original component's specifications).

Calculate Component Values

Involves precise calculations for sizing various components often using Python for accuracy and presenting results in detailed tables.

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Size passive components of voltage regulator

@copilot, from the datasheet of U1 obtain equations used to

  • set the output voltage to 3.3V
  • size C8, R3 and R7 (Reference the typical application circuit)
  • Size inductor

Calculate these values using python and present the results in a clear and detailed table.

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Size oscillators and load capacitors

@copilot, use Python to calculate the load capacitors for Y1 using the information from its datasheet.

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Size limiting current resistors

@copilot, use the datasheets of LED D5 and D2 to obtain electrical characteristics needed to calculate the appropriate current-limiting resistor value. Then use python to calculate the value and present it in a well detailed table forma.

Research Components

Involves detailed examination of integrated components to ensure proper component selection and usage in the design.

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List IC Pin names and functions

@copilot, from the datasheet of U2 List the pin names, functions, and additional attributes for the IC. Include the following details for each pin in a table format: Pin Name, Function, Pin Type (e.g., power, ground, signal), Pin Direction (e.g., input, output, bidirectional, passive), Default State (e.g., high, low, floating), Voltage Level (if applicable), Additional Notes (e.g., pull-up/pull-down resistor, special considerations).

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Absolute maximum rating considerations

@copilot What are the absolute maximum ratings for U5? Identify any critical components that must be carefully selected to stay within these limits and present the results in a well detailed table format.

Data Visualization and Analysis

Utilizes Python to create visual representations of design data to assist in analysis and decision-making.

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Visualize with charts

@copilot, use python to plot a bar graph showing the most expensive components in this design.

Design Reviews

Provides thorough checks of specific circuit elements to verify correct calculations and implementation in the schematic and layout.

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Review decoupling capacitor presence

@copilot, list all ICs and the decoupling capacitors attached to each. Ensure to include all ICs present in the design, including digital ICs, power converters, LDOs, etc. For every IC, clearly state:

  • What power net the decoupling capacitors are attached to. What is the stated voltage of that net.
  • The voltage rating and value of the attached decoupling capacitors.
  • Signal with the expression “[WARNING]” if any of the following conditions are met: no decoupling capacitors are attached; the voltage of the power net is higher than the voltage rating of the capacitor; No voltage range was stated for the capacitor. Give a separate “[WARNING]” for each condition. Signal with the expression “[OK]” if none of those conditions are met
  • Express the result in a markdown-formatted table
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Review my current limiting resistors

@copilot, review the design to ensure all current-limiting resistors for LEDs are correctly calculated for a current range of 1mA to 10mA. Follow these steps:

  1. Identify all LEDs and their resistors.
  2. Reference the datasheets for forward voltage (Vf) and current (If). Make no assumptions in this step
  3. Calculate the correct resistor values.
  4. Verify that schematic values match calculations.
  5. Document findings in a table with LED designator, Vf, If, calculated resistor value, schematic value, status, and notes.
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Calculates and analyzes the efficiency of PMIC in varying load conditions

@copilot, determine the efficiency of U4 at various load conditions, considering that the input is a battery with a voltage range from 4.2V (fully charged) to 3.3V (low battery level). Identify which components in the circuit affect this efficiency and present that in a detailed table. Finally, use python to plot a graph showing the efficiency of U1 across the range of load conditions and input voltages.

Testing and Reliability Analysis

Generates test plans and collaborative workflows, ensuring your hardware is manufactured error-free.

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Test Plan

@copilot, create a detailed step-by-step plan table for this project to verify its functionality.

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FMEA Report

@copilot, develop an FMEA (Failure Mode and Effects Analysis) report in a table format that analyzes the systems schematic, each unique component specification, and operational parameters. It should identify critical failure modes, assess their impact, and recommend mitigation actions based on severity, occurrence probability, and detectability. Include columns such as: process step, potential failure mode, potential failure effect, S, O, D, RPN, Action Recommended, and any other you see fit.

Initial Brainstorming

Copilot can help get you started quickly by understanding the requirements and providing guidance.

Architecture diagram of an electronics project
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@copilot here's a block diagram I've been working on. Can you suggest ICs I might use to implement this in Flux?

A esp32 and couple of relay module with a DC motor
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@copilot I'd like to build a smart curtain that opens or closes based on the amount of sunshine I want to enter my room. How would you approach designing this? Please ask me questions to help with the development.

A prototype of an electronics project consisting of buzzer, a coin cell battery and looks like an 555 timer IC
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@copilot I'm designing a PCB for a medical device that measures heart rate and temperature. Can you give me the list of components I will need?

Prototype of a smart watch with an old rare classic LED display
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@copilot I'd like to build geeky wristwatch with LED display. How would you approach building this? Please ask me questions to help me design this.

Faster Design Iteration

Copilot can connect complex parts for you, explore design options, and provide a bill of materials for a target project.

A graph of battery charging phase
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@copilot here's a plot of the charging profile of U2. What charging phase would it be in at 3.2V?

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@copilot, how would I connect these parts to make the LED flash at 1kHz?

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@copilot, how would I connect these two HDMI connectors as a pass through?

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@copilot, how should I connect RP2040 and TFT LCD?

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@copilot can you choose 4 digital pins on the ATMega328P-AU that I have here to use as GPIO given that I am already using some pins for reset, the external clock, UART, and I2C.

Combing Through Huge Datasheets

Copilot can understand datasheets and reference them in its responses. This means you get more accurate responses when asking Copilot questions about specific parts.

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@copilot what's the max voltage I can supply to U2?

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@copilot can U2 withstand intense operating temperatures even without a heatsink?

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@copilot what is the maximum frequency I can reach without an external crystal on U6?

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@copilot I'm a firmware engineer. How do I configure an interrupt on a pin for U4?

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@copilot what are the clock requirements for U4?

Copilot as your Flux Tutor

Copilot answers questions about how to use Flux by referencing our documentation. So, instead of getting stuck and searching documentation, you can stay in the flow and get the help you need without leaving your project!

a soic-8 intergrated circuit pin out and its dimension
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@copilot can you explain the different dimensions of this footprint diagram?

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@copilot how do I know if a part has a simulation model?

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@copilot how do I connect ground to these components?

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@copilot I can't find part on the library what do I do?

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@copilot how do I know my projects are safe and private?

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@copilot what resistor do I need to limit the current on LED1 while being driven by U1?

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@copilot can you help me debugging this circuit, and help me understand if there's any problems?

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@copilot can you check all my components in my schematic and tell me if I am missing any manufacturer part number fields?

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@copilot how would I decrease the distance between my ground fill and my vias?

Part Selection

Copilot can provide valuable recommendations to optimize your design based on constraints and specifications.

Architecture diagram of an electronics project
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@copilot please review this block diagram and compare it to my project, is there anything I'm missing?

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@copilot what components do I need to power a 30w speaker to this audio driver amplifier?

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@copilot can you suggest a suitable ADC for microphone pickup going through an Arduino Uno?

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@copilot can I use U1 to make a 20db gain op-amp?

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@copilot I want to build a PCB that uses a solar panel to charge a single cell LiPo battery. I want to measure ambient pressure with a microcontroller and send that over WiFi. What are all the components I would need?

Find Alternate Parts

Copilot can offer tailored suggestions and analyze tradeoffs based on your project goals, constraints, and specifications.

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@copilot can you suggest an alternative to C1 that meets the same specs but is more cost-effective?

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@copilot are there any alternatives to U2 that have better availability?

✨ Pro Tip: Use @tools to give Copilot more direction

Flux Copilot has a range of tools to help you through your design process. For the best results, use one tool at a time. This helps Copilot focus on a single task, making its responses more accurate and actionable.

  • Use @library to direct Copilot to search Flux’s library of components. This is useful when you want to insert components that are in the parts library.
  • Use @file when you want to direct Copilot to access datasheets, PDFs, or other documents that are attached to your project or components when conducting detailed analysis. You can also attach files to the prompt itself.
  • Use @calculator when you want Copilot to calculate a value with deterministic instead of relying solely on AI reasoning.
  • Use @code to create Python code snippets to create graphs, simulate, or validate design ideas.
  • Use @help to get guidance on using Flux features and best practices.

Flux Copilot is here to make hardware design more straightforward and efficient. By following these prompts and tips, you can streamline your workflow, reduce errors, and tackle each step of your project with confidence. Feel free to share your results and favorite prompts in our Slack Community.

Happy designing!

Copy the Prompt and Try it Now
Design a low-noise microphone preamplifier for an electret condenser mic feeding a 24-bit ADC. You must calculate the bias network, gain-setting resistors, coupling capacitors, input high-pass cutoff, output anti-aliasing RC, and decoupling layout. Follow the op-amp and microphone capsule datasheets, ADC input requirements, and industry best practices. It will be integrated into a design. Supply: 3.3V analog rail. Mic bias: 2.0 V through resistor, current ~0.5 mA. Target gain: 20 dB to 40 dB switchable. Bandwidth: 20 Hz to 20 kHz. Input noise target: as low as practical. Include pop-suppression considerations and star-grounding strategy.
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Now, not only can you chat with Copilot, but you can also show it what you're working on. What does that mean? Copilot is now the first multi-modal AI for hardware design, and with that, a whole new world of possibilities has opened up for Flux users.

Introducing: Image Input Capability!

Hardware design can be tricky because so much of the thinking is visual and requires context. As an engineer, you’re expected to rely on visual resources like block diagrams, charts, and drawings. But these resources are usually confusing to interpret and separate from your actual design, making them lose their value quickly.

With Copilot Vision, you can now provide Copilot with images as a more natural way to communicate ideas and integrate those resources into your design. Imagine snapping a photo of a block diagram and Copilot instantly understanding what you're trying to build.

Simply provide Copilot an image as a file upload and ask your questions. Suddenly, visual resources are relevant and even powerful for sanity checks. Now, you can ask questions, learn, and get design reviews in entirely new and more effective ways.

Unlocking New Workflows

Imagine you’re working on a project that’s based on an existing block diagram. You need to turn that block diagram into a working circuit, selecting the right components and connecting them in the right way. Normally this would mean reading through datasheets and application notes, but that gets confusing, time-consuming, and hard to keep track of.

Now that Copilot has vision, you have access to powerful new use cases that improve your hardware design workflow.

Part Recommendations: Trying to find the right parts to implement your design? You can now input a block diagram to Copilot and watch it recommend suitable parts for your design by intelligently parsing the diagram into functional sections.

Design Review: Once you make your design, you’ll want to make sure you didn’t miss anything. Copilot can help ensure design quality by comparing your schematic diagram against a block diagram. Copilot's analysis catches discrepancies, such as missing elements in your design that appear in the diagram, and offers you suggestions for improvement.

Chart Interpretation: Confused about how to interpret a chart on a datasheet? Just provide Copilot with an image of the chart and ask it in-depth questions. It will interpret your input and explain any aspect of the chart and how it relates to your hardware design needs.

Dimensional Analysis for Footprints: Have you ever looked at the part drawings and been overwhelmed by all the information and dimensions? Now you can provide an image to Copilot and ask it any question about part dimensions. Copilot efficiently interprets and correlates them to real component footprints, even making educated guesses about component types based on project context.

More Down the Road

This is a major step forward for Copilot, but we’re just scratching the surface of what’s possible. We believe that vision unlocks the doors to so much more down the road, but we’ll need your help! By trying out Copilot with vision, you can help us identify new use cases and steer the direction of Copilot’s future.

Try out Copilot today, and share your feedback with us through our Slack community. Tell us what works well, what could be better, and what other modes of interaction would you want to see us build into Copilot.

Profile avatar of the blog author

Lance Cassidy

Lance is Co-Founder & CDO of Flux, a hardware design platform that’s revolutionizing how teams create and iterate on circuits. Find him on Flux @lwcassid

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Build PCBs with an AI Teammate
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Build PCBs with an AI Teammate
An AI-powered eCAD platform featuring Flux Copilot—an AI teammate that reviews schematics, reads datasheets, and can even route your board.
Screenshot of the Flux app showing a PCB in 3D mode with collaborative cursors, a comment thread pinned on the canvas, and live pricing and availability for a part on the board.
Build PCBs with an AI Teammate
An AI-powered eCAD platform featuring Flux Copilot—an AI teammate that reviews schematics, reads datasheets, and can even route your board.
Screenshot of the Flux app showing a PCB in 3D mode with collaborative cursors, a comment thread pinned on the canvas, and live pricing and availability for a part on the board.
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