--- title: Animaquina: Controlling Industrial Robots Inside Blender description: Luis Pacheco, an architecture professor and founder of the Interactive Machines Lab, describes Animaquina — an open-beta tool that enables control of... canonical: https://daily.dev/posts/animaquina-controlling-industrial-robots-inside-blender-munfflprm twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Animaquina: Controlling Industrial Robots Inside Blender | daily.dev og:description: Luis Pacheco, an architecture professor and founder of the Interactive Machines Lab, describes Animaquina — an open-beta tool that enables control of... og:url: https://daily.dev/posts/animaquina-controlling-industrial-robots-inside-blender-munfflprm og:image: https://api.daily.dev/og/posts/MUnFflPrM.png og:image:alt: Animaquina: Controlling Industrial Robots Inside Blender og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # Animaquina: Controlling Industrial Robots Inside Blender **[80 LEVEL](https://daily.dev/sources/80lv)** · 8 min read · 0 upvotes · 0 comments ## Summary Luis Pacheco, an architecture professor and founder of the Interactive Machines Lab, describes Animaquina — an open-beta tool that enables control of industrial robots (KUKA, Universal Robots, xArm) directly inside Blender. The project grew from small Python API experiments into a full robotics programming environment. Blender's Geometry Nodes serves as the procedural core, letting users define toolpaths with embedded attributes like speed and extrusion rate. Animation tools like IK, constraints, and drivers handle reactive robot behaviors that are difficult to achieve in traditional robot software. Animaquina has been used in real production work, including a six-meter column at the Venice Biennale. Companion add-ons FabNodes and an MQTT integration extend the platform to G-code generation and IoT sensor data. Future development targets live OSC/MQTT data driving Geometry Nodes for real-time procedural robotics. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Questions this post answers ### Can Blender be used to control real industrial robots in real time? Yes, Blender can control real industrial robots in real time. Animaquina connects Blender to KUKA, Universal Robots, and xArm platforms, mirroring joint positions and TCP into the scene as a live digital twin. Geometry Nodes generates toolpaths with embedded attributes, and Blender's animation system drives the physical robot directly, enabling reactive behaviors like path following and live sensor response. _Robotics developers exploring Blender-based fabrication workflows track tools like Animaquina on daily.dev._ ### How does Blender Geometry Nodes work for robotic toolpath generation? Geometry Nodes generates toolpaths procedurally, where every point along a path carries attributes such as speed, extrusion rate, and cooling fan values. Custom node groups handle different slicing strategies — directional Z-axis slicing, non-planar slicing, geodesic slicing, and multi-axis reorientation. Changing the design automatically updates the toolpath, simulation, and physical robot output without manual recalculation. _Fabrication engineers adopting procedural Blender workflows find relevant developments on daily.dev._ ## Similar posts on daily.dev - [Neat Robot Leg Rig Made in Blender](https://daily.dev/posts/neat-robot-leg-rig-made-in-blender-dnq1cxtbt) · 80 LEVEL · 0 upvotes · 0 comments - [The Future of UI Design is Agentic Design](https://daily.dev/posts/the-future-of-ui-design-is-agentic-design-ylqjeyduw) · UX Planet · 21 upvotes · 1 comments - [Into the Omniverse: Physical AI Open Models and Frameworks Advance Robots and Autonomous Systems](https://daily.dev/posts/into-the-omniverse-physical-ai-open-models-and-frameworks-advance-robots-and-autonomous-systems-dtpus18ht) · NVIDIA · 0 upvotes · 0 comments - [How to Use AI Agents to Prepare 3D Scenes for Simulation](https://daily.dev/posts/how-to-use-ai-agents-to-prepare-3d-scenes-for-simulation-fsrfgl8eh) · NVIDIA Developer · 0 upvotes · 0 comments - [Enjoy This 3D Robot Arm's Clean Motions in This Rig](https://daily.dev/posts/enjoy-this-3d-robot-arm-s-clean-motions-in-this-rig-bezl68vib) · 80 LEVEL · 0 upvotes · 0 comments --- Tags: [#python](https://daily.dev/tags/python), [#robotics](https://daily.dev/tags/robotics), [#blender](https://daily.dev/tags/blender) [View this post on daily.dev](https://daily.dev/posts/animaquina-controlling-industrial-robots-inside-blender-munfflprm) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"TechArticle","headline":"Animaquina: Controlling Industrial Robots Inside Blender","url":"https://daily.dev/posts/animaquina-controlling-industrial-robots-inside-blender-munfflprm","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/animaquina-controlling-industrial-robots-inside-blender-munfflprm"},"datePublished":"2026-08-11T08:31:00.314Z","dateModified":"2026-08-11T08:31:32.774Z","description":"Luis Pacheco, an architecture professor and founder of the Interactive Machines Lab, describes Animaquina — an open-beta tool that enables control of...","image":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/deae0d4cebdf9515e42167ee23eb7402?_a=AQAEuop","thumbnailUrl":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/deae0d4cebdf9515e42167ee23eb7402?_a=AQAEuop","isAccessibleForFree":true,"articleSection":"80 LEVEL","inLanguage":"en","publisher":{"@type":"Organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180}},"author":{"@type":"Organization","name":"80 LEVEL","logo":"https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/78eebcd76c154e6bbfd565fed7dc4093","url":"https://daily.dev/sources/80lv"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/animaquina-controlling-industrial-robots-inside-blender-munfflprm","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":0},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"python,robotics,blender","timeRequired":"PT8M"} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"80 LEVEL","item":"https://daily.dev/sources/80lv"},{"@type":"ListItem","position":3,"name":"Animaquina: Controlling Industrial Robots Inside Blender"}]} {"@context":"https://schema.org","@type":"FAQPage","@id":"https://daily.dev/posts/animaquina-controlling-industrial-robots-inside-blender-munfflprm#faq","mainEntity":[{"@type":"Question","name":"Can Blender be used to control real industrial robots in real time?","acceptedAnswer":{"@type":"Answer","text":"Yes, Blender can control real industrial robots in real time. Animaquina connects Blender to KUKA, Universal Robots, and xArm platforms, mirroring joint positions and TCP into the scene as a live digital twin. Geometry Nodes generates toolpaths with embedded attributes, and Blender's animation system drives the physical robot directly, enabling reactive behaviors like path following and live sensor response. Robotics developers exploring Blender-based fabrication workflows track tools like Animaquina on daily.dev."}},{"@type":"Question","name":"How does Blender Geometry Nodes work for robotic toolpath generation?","acceptedAnswer":{"@type":"Answer","text":"Geometry Nodes generates toolpaths procedurally, where every point along a path carries attributes such as speed, extrusion rate, and cooling fan values. Custom node groups handle different slicing strategies — directional Z-axis slicing, non-planar slicing, geodesic slicing, and multi-axis reorientation. Changing the design automatically updates the toolpath, simulation, and physical robot output without manual recalculation. Fabrication engineers adopting procedural Blender workflows find relevant developments on daily.dev."}}]} ```