I've been building software where an AI coding agent writes Ruby code that generates a verified 3D model of a stone and timber building. Every detail, defined in code, implemented by AI, verified computationally before I start building I over the last few months I've asked Claude to search the internet for anyone doing something similar. It never found anything The project: I describe what I want to build. Claude researches the technique, creates reference documentation, implements the geometry, and a verification pipeline checks everything is in the right place The AI doesn't just generate geometry, it proves the geometry is correct, then fixes what doesn't pass I asked Claude to search for similar projects more than a dozen times across different conversations. Always said it couldn't find anything So I tried something different. Instead of asking Claude to search, I asked it to deeply understand my project and write me a search prompt I could give to Grok Claude read through 25,000 lines of modeler code, over a hundred craft knowledge docs, the full build pipeline, the verification system, and distilled it into a prompt describing exactly what to look for and what to exclude. No AI image generators, no generic copilots, no chatbot Q&A. Only projects where AI writes executable code that produces verified geometry I gave that prompt to Grok Grok found a whole ecosystem: @mfranz_on using Claude Code build123d for parametric CAD with manufacturing-ready STEP output @ruben_kostard building ForgeCAD, open-source AI-native code-first CAD @data_shapes building "Claude Code for Revit" (OkPy Agent) @BIMOpsStudio connecting Claude agents to live Revit BIM models for geometry and compliance checks — FreeCAD AI workbench turning natural language into executable Python for 3D models @tom_doerr's vcad, an AI agent system for parametric CAD @OtivDev's grandpacad using LLMs to generate OpenSCAD models @yongyuanxi doing end-to-end AI code generation in Rhino/Grasshopper The space is growing fast. CadQuery, build123d, OpenSCAD, FreeCAD on the code-first side. Revit and Grasshopper on the architecture and BIM side I'd been building in what I thought was an empty field, but lot's of people had the same insight. AI is great with code, so if you define your design in code, AI can build it The thing that found them wasn't a web search. It was asking one AI to understand my project deeply enough to describe it in terms another AI could search for Claude couldn't find these projects on the open web But Claude understood what made mine distinctive And Grok leveraged its X data access to find recent posts about similar projects

Today we launch the OkPyTools website ! We'll be sharing free automation tools for Revit, Civil 3D and Rhino using @OrkestraOnline OkPy. We're open to suggestions and will be adding new entries on a weeky basis :) So let us know if you have suggestions ! Link in comments !

I post about a lot of different things here. An AI agent that writes Revit code. A geometry engine built from scratch in Rust. A visual programming environment that runs in the browser. A script deployment platform for AEC teams. Looks like I can't focus 😅 Actually the opposite!! It's all one system. Orkestra Online is the hub. It connects your scripts, your tools, your workflows across @AutodeskRevit , @DynamoBIM , @McNeelEurope , @RhinoGrass , @AutodeskCivil3D - and soon, Forma for OkNode workflow player and sharing. OkPy Agent is how you create automation without being a developer. OkNodes is how you build computational logic without installing anything. OkGeometry is what makes the geometry run natively in the browser. Every piece feeds the others. The AI agent generates scripts that Orkestra deploys. OkNodes runs on OkGeometry. Orkestra ties it all together. Automation that's easy to deploy, create, and maintain, across all your design tools. That's the whole vision !

We launched OkPy Agent a few weeks ago. An AI agent that creates beautiful / powerful / sharable / reusable Revit tools for you (we like to call it "Claude Code for Revit"). I expected slow adoption as we often see. BIM managers are careful. Enterprise teams usually evaluate things for a long time.... Instead it became the fastest-growing feature in @OrkestraOnline 's entire history. Crazy times!

3 minutes from opening OkPy to Deployed to @OrkestraOnline ! In between, a tool the cleanup unused view templates is created and tested. The output is a deterministic, reusable tool with a user friendly interface for @AutodeskRevit .

Quick video showing @OrkestraOnline OkPy Agent in action inside Autodesk hashtag#Revit , from install to a working tool in 5 minutes. It's free to try, you just need the latest version of Orkestra!

Orkestra 2.0 is out 🚀 Biggest release we've ever done. Quick rundown: - Full redesign. Dark mode. Every screen rebuilt. - Batching : run scripts across multiple models, including ACC cloud models. For free. - Scheduling : automate your batches overnight. - Sharable playlists : chain scripts, deploy to the ribbon, share with your team. - Delta sync for Dynamo packages : only downloads what changed. - Full Grasshopper plugin environment management. - Rhino Inside Revit full support. - Orkestra Package for Dynamo & Orkestra Components for Grasshopper : pull content from the platform directly into your scripts. And the one I'm most excited about: OkPy Agent : describe what you need in plain English, get a working Revit automation tool with a real UI. Save it, iterate on it, deploy it to your team's ribbon through Orkestra. This is our take on the much discussed topic of AI in Revit. And we believe it's not a chatbot. Not MCP. It's a tool builder that builds, helps, tests. The output is a real, deployable tool. On a side note: the signup button in Orkestra now works haha 😄 ! Anyone can get an account without having to go through us. As much as I LOVE to discuss Orkestra with people, onboard them and get a better feel of their needs, I totally get that sometimes you just want to get the tool. Free to try. Link in comments .

Ale przecież wiecie, że skoro nie ma poboru to i tak macie kategorie i wrazie W, wyślą was w okpy i nie beda pytać? 100x lepiej być wyszkolonym, zwłaszcza do obsługi SpW niż dostać łopatę i trafić na 1 linie. Przy tej demografii nawet nie macie co się łudzić, że wyjedziecie.

You should seriously give the new release of @OrkestraOnline 's #OkPy a try ! 🚀🚀

はてなブログに投稿しました #はてなブログ 🚀 [徹底比較] AWS DynamoDB Streams vs Firestore Realtime Updates vs Azure Cosmos DB Change Feed: リアルタイムデータ同期の最適解を見つける！ - okpy okpy.net/entry/2026/01/06/09…

🚀 @OrkestraOnline 1.9.10 is out This release brings some of the most requested improvements across AutoUiForm, Rhino, Ribbon Builder, and the Run Inspector. The focus: smoother workflows, faster feedback, and better reliability for teams building automation with Dynamo, Grasshopper, and OkPy. Some highlights : • ⏯️ AutoUiForm defaults : Platform-level settings that make deployment easier and more consistent for teams. • 👮‍♀️ Required fields & improved selection feedback : More guidance for users, fewer failed runs. • 🔴 Live Preview for Rhino : Quickly see results as you adjust inputs, with a manual mode for heavier scripts. • 🏎️ Faster environment listing in Rhino : Popup loads in seconds instead of… sometimes never. • 🎄 Ribbon Builder customization : More control over panel and title bar colors. • 🕵 Run Inspector upgrades : New Error state for Dynamo/Grasshopper, and full console visibility for OkPy. • 🐞 A long list of smaller fixes and quality-of-life improvements. This is our most stable and performance-focused release so far, a lot of polish, a lot of cleanup, and features that make day-to-day work meaningfully easier for creators and deployment teams. If you’re using Orkestra, you can update now. If you’re not… this is a pretty good time to give it a try. @AutodeskRevit @DynamoBIM @RhinoGrass @McNeelEurope

Alma is more haunty other girl okpy really comes in at the end

#OKAPY #虹色侍 #ご本家様と #歌ってみた #弾いてみた #ベース #はいよろこんで ご本家様情報(こっちのけんとさん。) YouTube youtube.com/@suppokopeppoko?… 虹色侍さん情報 YouTube youtube.com/@nijiirozamurai?… OKPYさん情報 YouTube youtube.com/@okapyyoutube?si… ギリギリダンス〜♪

HAPPY HRITHRAY GANYU!!!! MY PFIEN HASE BEEEN OKPY UP SIVCE I FOUND YOU!! also happy birthday to @ann_teasocial the goat !!! BUT OMGGG GANYUUUU

Great session today for Day 2 of @DbeiGlobal #BILTANZ from @data_shapes "Revit Python Al : Supercharge your scripting skills" This session touched on many of the hot topics of the conference, showcasing how easy it is to use OkPy (part of Orkestra) and AI to get things done! We also saw LIVE that AI doesn't always get it right. It was brave (and a little fun to watch) of Mostafa to create a Python script that works with the Revit API & the Stable Diffusion Web API in real-time during a one-hour presentation! In the end, he was able to demonstrate a working version of a script (with a backup copy, in case AI didn't play nice—which, in this case, it didn't... but it came very close). The script took a screenshot from the active Revit window and had Stable Diffusion create a rendering of the image via text-to-image (see the final picture). #BIM #AI #Python #Orkestra #OkPy #RevitAPI #AEC #BILTANZ2024 #DataShapes @OrkestraOnline

I haven’t laughed this hard in a long time. Wait. I laughed almost this hard last night when TK & @PaulTesori called. I think it’s safe to say I’m a fan of this duo. #OKPY < that’s for you TK.

@OrkestraOnline 's @AutodeskForma extension starting to look real good! We hope to be able to make it available in Beta soon ! #Autodesk #Forma #Orkestra #Dynamo #Grasshopper #OkPy

Okpa. As in Okpachukwu. Nicknames: Okpy, Okpanwamama,

I'm having a TON of fun with @OrkestraOnline 's #OkPy in @McNeelEurope #Rhino ! Nothing but #Python used to build the Inputs and the "backend" of the tool .

@OrkestraOnline 's #OkPy on it's way to @McNeelEurope #Rhino !! Building tools with a nice #UI with the sole use of #Python is going to get easier than ever 😁 🚀🔥