# 5 Pro Tips for Better Routing with AI Auto-Layout Optimize your PCB routing with AI Auto-Layout by following these 5 expert tips on differential pairs, power traces, rulesets, zones, and convergence for professional results. Written by [Ryan Fitzgerald](https://www.flux.ai/ryanf) Published Jan 2025 - 5 min read [![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)](#) ## AI in hardware design is rapidly evolving, and [Flux's AI Auto-Layout](https://docs.flux.ai/tutorials/auto-layout) is leading the way. Whether you're a seasoned PCB designer or just starting out, AI Auto-Layout can generate professional routing results when paired with these 5 tips and by following good [component placement.](https://www.youtube.com/watch?v=CtxEjmoIRpI) AI Auto-Layout is not just another autorouter—it’s an intelligent assistant that continuously learns and refines its results based on user feedback. If you've ever felt frustrated with traditional auto-routing tools, this guide will show you how to achieve clean, professional layouts with minimal effort. Let’s dive in! ### 1\. Setup Your Board for Automatic Differential Pairs Differential pairs are essential for high-speed designs, ensuring minimal signal distortion and optimal power transfer. Flux's AI Auto-Layout can route differential pairs automatically if your components and nets are correctly configured. - **Understanding Differential Pairs in Flux**: Differential signals require matched impedance and trace lengths to function properly. Flux simplifies this by allowing users to define differential pairs at the schematic level, ensuring AI Auto-Layout routes them correctly. For more information check [Flux’s documentation](https://docs.flux.ai/tutorials/advanced-routing). [ ![](https://www.flux.ai/p/assets/blogs/5-tips-for-ai-auto-layout/diff-pair.webp) ](https://www.flux.ai/vasy_skral/raspberry-pi-pico-2-w-board?editor=pcb_2d) [Raspberry Pi Pico 2W](https://www.flux.ai/vasy_skral/raspberry-pi-pico-2-w-board?editor=pcb_2d) USB\_DP and USB\_ DN differential pair - **Best Practices for Using AI Auto-Layout with Differential Pairs**:**‍** - **Configure Components Correctly**: Ensure the differential pair properties are assigned to component pins or nets to enable AI-based routing by adding the ‘Signal type’ property. Also ensure the pin and net names match the protocol standard naming conventions like D+ and D- for the USB protocol. **‍** - **Maintain Manufacturable Spacing**: AI Auto-Layout enforces a minimum spacing and trace width of 5 mils to align with common PCB manufacturing standards.**‍** - **Validate Impedance and Length Matching**: After routing, verify impedance-controlled traces and ensure net length consistency to meet high-speed design requirements. ### 2\. Setup Your Components for Automatic Power Tracewidths Power integrity is crucial for any PCB design, and AI Auto-Layout incorporates an automatic copper width calculator to optimize power traces efficiently. - **Understanding Power Routing in Flux**: Power traces must support current requirements while minimizing resistance and heat buildup. AI Auto-Layout considers these factors when determining trace widths. - **Best Practices for Power Traces in AI Auto-Layout**: - Set Current and Thermal Constraints: Assign 'Current' and 'Desired Temperature Rise' properties to power pins to ensure AI Auto-Layout selects appropriate trace widths. - Ensure Copper Pour Connectivity: Verify that power traces properly connect to ground and power planes to maintain voltage stability. - Review High-Current Paths: Identify critical high-current traces and manually validate their routing to prevent excessive resistance or overheating. ### 3\. Create Rulesets for Repeatable Design Rule sets in Flux allow you to efficiently apply layout rules across multiple objects using selector-based syntax, making design more consistent and AI Auto-Layout more effective. - **Understanding Rulesets in Flux**: Unlike [object-specific](https://docs.flux.ai/reference/object-specific-pcb-rules) layout rules, [selector-based](https://docs.flux.ai/reference/pcb-layout-rule-selectors#adding-a-selector-based-rule) rules can apply to multiple objects simultaneously. These rules use selectors, which are inspired by CSS Selector Syntax, enabling you to define broad but precise layout constraints. By applying rulesets across multiple objects, AI Auto-Layout can use them to optimize routing decisions. This ensures that design constraints are consistently enforced across your project. ![](https://www.flux.ai/p/assets/blogs/5-tips-for-ai-auto-layout/rulesets.gif) - **Best Practices for Creating Rulesets**:**‍** - **Standardize Naming Conventions**: When creating nets in your schematic, ensure that net designators follow a structured format. For instance, power nets can use prefixes like “PP,” “VCC,” or “VDD,” followed by voltage levels such as “3V3” or “5V0.” This makes it easier to select and apply rulesets to all nets of a given voltage.**‍** - **Reuse Rulesets Across Projects**: Many designs have similar rulesets for power, signal, and high-speed traces. By reusing established rulesets, you can accelerate the design process and reduce errors. ### 4\. Use Zones to Keep Your Layout Clean [Zones in Flux](https://docs.flux.ai/tutorials/creating-copper-cutouts#zones) are a powerful way to define keep-out regions of any shape or size on any layer, allowing you to control where AI Auto-Layout routes traces. - **Understanding Zones in Flux**: Zones are primarily used for specialized design areas, such as antenna sections or high-voltage isolation, but they can also play a crucial role in AI Auto-Layout by restricting routing paths. ![](https://www.flux.ai/p/assets/blogs/5-tips-for-ai-auto-layout/zones.gif) - **Best Practices for Using Zones with AI Auto-Layout** - **Prevent Routing Under Sensitive Components**: Use zones to avoid routing under components like crystal oscillators, power inductors, and ADCs; where signal integrity is critical.**‍** - **Permanent Keep-Outs Reflected in Gerber Exports**: Since zones define copper voids, when exporting your PCB for manufacturing, ensure you remove the temporary zones. A quick way to do this is to standardize their designators and create a ruleset to enable them for routing and disable them for manufacturing. ### 5\. Handling Long Run Times & Ensuring Convergence AI Auto-Layout continuously optimizes routing decisions, but for complex boards, it may take longer to converge on an ideal solution. Following these best practices will ensure more efficient routing. - **Understanding Convergence in AI Auto-Layout**: The AI engine iterates through multiple routing strategies, refining the design progressively. The process can be accelerated by pre-optimizing constraints. ![](https://www.flux.ai/p/assets/blogs/5-tips-for-ai-auto-layout/convergence.gif) - **Best Practices for Managing Run Time and Convergence**:[‍](https://docs.flux.ai/reference/design-rule-check--drc-) - [Review DRCs](https://docs.flux.ai/reference/design-rule-check--drc-) Before Running AI Auto-Layout: Fixing design rule violations beforehand ensures smoother execution and prevents unnecessary re-routes. - Identify Critical Nets for Manual Routing: High-speed and impedance-controlled traces may benefit from manual pre-routing before engaging AI Auto-Layout. - Monitor Airwires and Copper Connectivity: If routing appears incomplete, review airwires and ensure nodes are correctly connected to avoid unintended open circuits. - Evaluate Early Convergence Points: AI Auto-Layout often finds valid solutions before full convergence—review interim results and determine if additional iterations are necessary. ### AI Auto-Layout is Evolving – And So Can You! AI Auto-Layout is the fastest-evolving AI-driven PCB design feature in history. We’re actively listening to user feedback and prioritizing enhancements based on real-world use cases. If you haven't tried it yet, now’s the perfect time to experience the future of PCB design. Get started today and see how AI Auto-Layout can transform your workflow. With continuous improvements rolling out, this tool will only get better—and your designs will too! ## About the author [Ryan Fitzgerald](https://www.flux.ai/ryanf) Electronics Engineer at Flux Ryan is an electronics and electrical systems engineer with a focus on bridging the gap between deep learning intelligent algorithms and innovative hardware design. Find him on Flux [@ryanf](https://www.flux.ai/ryanf) 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. 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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)