Personally. No I don't think they did, I think the researchers are discovering what I did already ! And I'm happy they are. I would love if you all could comment, share or tag Google in this though as I would love to work with them ! Video below. https://cloud.google.com/blog/products/data-analytics/how-the-open-knowledge-format-can-improve-data-sharing

Have not been on for a while. Whats up guys!

Six months in, I noticed I was outsourcing the thinking, not just the tasks to AI. I'd open a chat before I'd actually sit with the problem. I put the friction back deliberately: reading without it, first drafts without it, 20 minutes on a problem before I touch anything. I still use AI constantly. But I've found the line between tool and crutch is entirely about what you let it replace. Anyone else drawing lines like this? What did you fence off?

New module just dropped in Implementation Playbooks. Claude Design: Folder Structure as a Design System Anthropic released Claude Design. It builds brand design systems, slide decks, prototypes, and animated content from your existing assets. Underneath the interface it is Claude Code, skills, and a folder structure. If that sounds familiar, it should. It is a refined version of what we have been building in this community. This module covers three things: 1. How Claude Design actually works, what it does well, and where it burns tokens fast. 2. How to export the design system it builds and run it locally in Claude Code or VS Code. 3. *Lightly Touches* on how to swap in open source models like Qwen 3 Coder Next, Code Gemma, Devstral, or DeepSeek Coder V2 when you hit usage limits or want to cut costs. Claude Design is not a replacement for the workflow you have been learning. It is proof the workflow is correct. The people who built Claude Design are solving the same problem with the same tools as you are here. The difference is you now have a head start, because you already understand folder structure, skills, and routing. If you are new here, start with Foundation Lesson 2 for the history, Lesson 4 for the install, and Implementation Playbook Module 1 for the animation builds that predate all of this. Watch the video. Build your own system this week. Post your folder structure in the community. Claude Design: Folder Structure as a Design System - Implementation Playbooks · Clief Notes

Vote below, then tell us in the comments: where are you with computational orchestration right now?