The very first AI Agent for 3D is here! I am honored to have participated in the project's testing. The Meshy AI Agent empowers users with enhanced style-consistency capabilities, enabling a complete workflow that allows for the one-click generation of multiple sets of images and 3D models via conversational prompts—followed by one-click downloading or 3D printing. Link to try: https://www.meshy.ai

Exploring the intersection of AI agents and 3D design automation 🤖🖨️ I've been experimenting with agent capabilities in 3D modeling using a BambuLab P2S printer. The goal: enable designers and engineers to generate production-ready models through natural language descriptions, without traditional CAD workflows. Current focus areas: • Text-based part generation — converting design descriptions directly to 3D geometry • Iterative geometry refinement — using agent feedback loops to improve designs • Autonomous model optimization for manufacturing constraints The potential here is significant: reducing the cognitive load between concept and prototype, enabling rapid iteration for hardware projects, and making 3D design more accessible to developers who think in code, not CAD. What challenges do you see in this space? How would AI-assisted design change your hardware workflow? #AI #3DDesign #AgentEngineering #HardwareDevelopment #Design

🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨 AI 3D tools are shifting small spatial assets into fast prototype libraries. Sloyd is a useful signal: text or image input can lead to editable 3D output, not just a flat visual reference. For exhibitions and pop-ups, fixtures, props, display blocks and product stands can be tested before full CAD production. The value is not skipping 3D work. It is finding the right object logic faster, then checking scale, material and fabrication risk.

🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨 AI 3D tools are moving from image-like concepts toward editable, production-aware geometry. 🧩 Orca is interesting because it frames AI design around real CAD models, manufacturable output, and assembly-aware details. For exhibitions and pop-ups, that shift matters. A booth idea cannot stop at a pretty visual. It has to become dimensions, joints, material logic, and fabrication review. The stronger workflow is faster handoff from concept to buildable decision.

🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨 3D AI is moving from image inspiration toward editable asset checks. 🧩 SPAR3D is a useful signal: a single image can become a textured 3D mesh with an intermediate point-cloud editing step. For exhibitions, pop-ups and booths, the practical value is not instant final production. It is faster early review of fixture volume, prop shape, display objects and brand scene parts before CAD cleanup, fabrication detail and vendor checks begin.

The early sketch-to-3D race produced impressive demos and very little usable output. Solid mesh forms. 3D models that looked convincing. Patterns that couldn't be manufactured. The industry watched a lot of prompt-to-product systems get very good at the first half of that equation and very bad at the second. That's the representation-vs-simulation gap. It's real, and it'll take time to close. Here's what's already solvable — and it's not the thing the demos are chasing. Translation. The work of moving between stages of the pipeline. Sketch to pattern (a designer adjusts in the tool they already use). Pattern to simulation (no manual garment construction). Simulation to rendering (collapsed from 5 minutes to 90 seconds in the past year). AI isn't replacing the engineering work inside each stage. It's bridging the gaps between them — taking what one stage produces and transforming it into what the next stage needs. Translation is the tractable problem. Most brands are chasing creation. The middle of the pipeline isn't where AI generates. It's where AI connects. #DesignOps #DigitalProductCreation #AI #FootwearDesign #FashionTech

Will AI Replace 3D Artists? The State of AI 3D in 2026 - Stefan 3D AI AI is changing 3D faster than many are willing to admit. In this workshop, we discuss the inevitable shift AI is bringing to the 3D industry. From the earliest image-to-3D experiments to changes in game development, production pipelines, animation, 3D printing, and the role of specialists in this new reality. But the real question is - what should we do? #Games #VFX #FullSail #ai #SCAD https://lnkd.in/eSUNwXrE

For the past few months, my nights have looked a little different. Once the kids are asleep and my day job wraps up, I’ve been heads-down building a passion project for the laser engraving and physical fabrication community. If you’ve ever designed files for laser marking, CO2 cutting, or CNC engraving, you know how disjointed the design process is. You end up juggling four or five different tools: one for Art generation, another for vectorizing, another for dithering photos, and others for specialized tasks like box or tumbler templates. By the time you’ve manually exported and imported files between multiple apps, you’ve lost your creative flow—and probably wasted a few test burns in the process. To solve this, I built Reticle Red. It’s a unified, web-based design workspace built from the ground up for laser operators. Instead of hopping between disjointed subscriptions, it brings everything into one cohesive console: The Fabricator: AI-driven design generation and neural inpainting designed to style specific physical surfaces (like tool handles or custom templates). The Coin Designer: A dedicated engine for creating 3D medallions and challenge coins. The Image Lab: High-fidelity bitmap-to-SVG vectorization and dithering presets optimized for clean wood and metal engraving. The Command Center: Over 30 utility tools, including box generators, puzzle makers, rotary tumbler templates, and a shared database of speed/power parameters. I wanted to build a workspace where you can take a concept all the way to a clean, burn-ready vector or bitmap in seconds, without leaving the browser. Between my family and my day job, this has been a labor of love built entirely on late nights and caffeine. If you work with lasers, CNC, or physical product design, I’d love for you to check it out and let me know what you think. New accounts include 12 free credits to test out the AI engines. Link: https://reticle-red.com #laserengraving #lasercutting #fabrication #vectorgraphics #makers #solodeveloper

What if making 3D felt less like operating software and more like talking to a collaborator? That's the bet behind Meshy 3D Agent, now in Beta. The world's first AI agent for 3D creation. You just chat. The agent: 🧠 Brainstorms with you, pitching directions before you commit 🎨 Generates visuals in batches, refined through conversation 🧊 Turns your favorite into 3D, ready to print, download, or drop anywhere 📚 Answers your 3D questions in-line as you go No menus to memorize. No blank canvas paralysis. Just describe what you're after and shape it as you talk. Try it → https://lnkd.in/gtmR-dD2 What would you build first? #3D #GenerativeAI #GameDev

Anyone else experimenting with AI in their CAD workflows lately? From generative design to automated 2D drafting tools, the speed of iteration is getting wild. Are you using AI as a design co-pilot yet, or are you still holding out for traditional modeling? 🛠️🚀 #MechanicalDesign #CADSoftware #FutureOfWork #ProductDesign