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You have two engines: one runs on symbols (CPU), the other on vision (GPU). Use both 🔥
Symbolic reasoning is a valuable but i think Spatial reasoning is more accessible.
Mathematical ideas are still communicating in very narrow bandwidth medium and legacy static pdf/paper
I spend a lot of time for typography on a design.
@nota_md 's is still the most eye soothing for me, with just default font family! but a lot care in weights, alignments and tiny details...
The prompt was "look at this [x post*], what is that, go fetch all specs in the internet, use classcad.ai mcp, model it"
The result is live here → buerligons.io
It is fully parametric. The ASM uses mate & gear constraints.
*Had a screenshot of this thing
Aung Kyaw Soe (AK) retweeted
My dear friends, I’d like to show you my latest toy project
Introducing Handwired: turn your regular JavaScript code into a neural net!
- no training
- exact outputs vs the JS program
- fully differentiable
All runnable in a browser, without GPU
We officially release smlibpy open source. A python API for the smlib nurbs kernel (inspired by cad-query, build123d & classcad). A wasm compile for javascript/ts (1.8mb dl/brotli total). And a MCP for agents.
→ smlibpy.classcad.ch
→ github.com/awv-informatik/sm…
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This is diamond 💎
Hi, I'm Felix. I'm an eng lead working on Claude. I love watching people take flight and do things they never thought possible.
We often describe that as "being more ambitious" when using AI, which is tricky advice to follow. I wrote a tutorial:
felixrieseberg.com/how-to-be…
Super effort
Aung Kyaw Soe (AK) retweeted
After six years in stealth, Atomic Machines is out. Our mission: on-demand, universal command of matter. First beachhead: the Matter Compiler, an AI-native manufacturing system that builds working micro-machines from code alone. No per-product tooling. No process development. Different code, different machine.
Built a little companion that lives in the corner of every web page.
⌘K and it stretches into a prompt. Ask it anything about what you're reading.
Next: have it take notes as we go, so the next rabbit hole can connect to something I’ve already learned.
Aung Kyaw Soe (AK) retweeted
I've started a new company: @superlogical! We're going to begin by building a terminal multiplexer. The entire vision is much larger, but the multiplexer is the foundation. Sign up for the newsletter to get beta access and devlogs (product updates only I promise).
superlogical.com/
The iOS Photos app has one of the most impressive interactions and UIs like you can pinch to control photos density timeline.
Recreated the photo-editing “styles” pad, experimenting with an imperial blue color.
Neither ClaudeCode/Cursor nor Figma can replace this workflow yet
Until a device with 120fps, without backlit exists 😄
Started exploring what an AI-native design tool that runs in the browser on WebGPU looks like. I learned how to:
draw shapes with SDFs in a single draw call so they stay crisp at any zoom xitter.cf/kernelsoe/status/20204…
















