Robotics, AI and building actual things that work.

Australia
One of my favourite tools. Knippex strippers. 12.62.180. Makes short work of prep'ing cables. Even older GPU cables that don't follow a standard in a specific Dell PowerEdge rack server.
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Phew, only 14 DIMM slots left to fill, better start hunting for 32Gb not 16Gb sticks ;)
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I asked Claude Opus 5.5 to design a gear and set up the CAM for my LDO Milo 1.5 CNC milll using only open-source tools. Opus 5.5 is more than capable, designed the gear, then the CAM and gave suggested feeds and speeds for my specific set up. Note: My CNC is temporarily out of action currently, video shows other people's Milo LDO 1.5 making chips.
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Claude Opus 5.5 just made a completely new PCB for PCBA with JLCPCB. STM microcontroller, usb-c, i2c and power. This summarises the steps taken to make it. Let me know if you want me to provide a longer video with more details.
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Since I had existing CAD images to start with, I decided to test Claude Opus 5.5 against Grok 4.7 (xhigh) for animation creation. They started with the same images, hence they look similar but I do like the Opus 5.5 output a lot more. Which do you think has more promise?
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Replying to @FilipNevezi
This is starting to look a bit better
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Love when more RAM arrives in the mail. My poor-man's DGX Spark build (a Dell Poweredge R730) now has 160Gb of RAM. This will allow a Q6_0 quant on Qwen3.8-flash-next and a bump up in the Context Window. Should get 10-12 token/s.
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Better USB-C placement
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Looking better with all the components on
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A preliminary view of a second PCB done completely with Claude Opus 5.5. Only a first draft for review. This is to drive multiple ST3215 Digital Servo from i2c. A few things are missing but not bad Claude for first pass!
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Replying to @S2SmeX
For me that link is just to:
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Replying to @AlexanderJoh10
I might just buy a few of these as they are cheap enough:
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Slightly slower animation:
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Claude Opus 5.5 seems to learn really quickly. Here is the second Kicad Schematic I asked it to build. I didn't need to repeat all the feedback from the first to get a useful artefact. The more you use it for a task like circuit schematics the more it quickly understands.
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It came up with a novel-to-me way to print a DIN clip
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Claude Opus 5.5 continues to amaze me. Claude Opus 5.5 created a 3D printable enclosure for an existing PCB. Then it created this promo video for it. The PCB, the printable STLs and this animation are 100% just from prompting in Claude Code.
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This is my vibe right now. The game has changed for sure.
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Interesting, every brand of TPU I have printed will absorb moisture whilst the print is happening, here is a demo of not-drying, some drying and a lot of drying for me: Same filament roll, same printer, same settings
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Replying to @kanwisher
Is it a bit like this?
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And every step of the process is visible to me.
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Letting Claude Opus 5.5 design actual PCB hardware. Prompted on Friday, sent to JLCPCB Friday evening and it is in Production Saturday morning (China time). A project idea I never had the time to complete. Now done in a single afternoon.
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This board allows hot-swapping batteries on a robot and measuring battery levels. Never have to stop ROS2 and robot development to recharge a battery! It is compatible with QWIIC and Piicodev.
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My first Claude Opus 5.5 designed PCB by Claude Opus 5.5. This has been sent to JLCPCB for fabrication and assembly. Input: prompt >> Output: Assembled working board. Can you guess what it does and what I am using it for?
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This is an under-rated feature of using Claude Opus 5.5 to design a PCB. Here is a BOM that Opus 5.5 researched, checked stock levels, found the cheapest option and found replacement parts in stock if there was an issue. I didn't lose 2 hours of my life to component BOM admin!
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I asked Claude Opus 5.5 for a Electrical Engineering Hype Video. This is what it delivered (sound on):
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I am working on an open source EE benchmark (TestEE Bench). In the coming days it should be ready for release. It runs on a text interface but just for fun, it visualises the real time testing in a web page:
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The next version of llm-visuals has improved colour theme across all screens. It also can show you the full logs across all sessions to show exactly how many tokens you have generated locally.
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A little sneak peak of an open source Electrical Engineering Test Bench for Local and Cloud AI Models I am working on. It is called TestEE 😀 Benchmarks the agentic use of KiCAD, FreeCAD, NGSpice and Blender. End-to-end tests: component selection, schematic design, PCB layout, enclosure design.
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Grok and Opus given the same task: design a USB temperature sensor PCB in KiCad. Left: Grok 4.7 | Right: Claude Opus 5.5 Grok 4.7 went with a STM32 MCU + MCP9808, 52×24 mm PCB Claude Opus 5.5 did a MCP2221A USB-I²C bridge + MCP9808, 30×26 mm Which would you send to fab?
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llm-visuals v0.9.0 is out: a live terminal dashboard for local LLMs. New: • Intel Arc GPU telemetry • NVIDIA stats via in-process NVML, no nvidia-smi spawning • Finds containerized vLLM/SGLang and relative GGUF paths Thanks @Cyrag6 @seth586!
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Advice I keep giving friends before big conversations. If you've got an interview, assessment, or cold call coming up, use Grok Voice to play the other side. I set up a text file with notes, ask it to go easy, then hard, then give feedback. Sounds dumb until you do it once. Practice still wins.
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I have a Grok Bot searching for cheap RDIMM ram. It tells me the market moved up... yep I bought all the RAM left at AUD$75 / 16Gb yesterday. I was buying this for AUD$50 only 2 months ago.
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Grok 4.7 is meant to be good at Electrical Engineering. So I gave it this small task in KiCAD. Just a USB-C temp sensor. The layout looks pretty good. The schematic was functional but not very human friendly. Anyone have a special prompt for human friendly schematics with Grok?
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I tested the range of local image generation with Qwen-Image 2.1 and found it handles every type of image I could think of, sci-fi, posters, photos, paintings, maps, technical drawings. Just check out these, all made by Qwen-Image 2.1
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@QwenDevs have really given us another great tool, this time for making stunning images locally. It really seems to understanding lighting. If you have a GPU you should try out some of your ideas for local image generation with it.
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LLM-visuals v0.8.2 has just been released New features thanks to three new contributors. Thanks @Cyrag6 @melroy89 and @mrpliberty now we have AMD support, improved endpoint detection under Docker & WSL2, and improved support for LM Studio's llama-server.
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Is it great that AI can speed up hardware development with nice little TUI based tools. Gone are the days of printing debug statements to the terminal. Now a mini test suite.
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When you need a Steering Wheel, on Sunday and nothing is open. Just print one.
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Multiple local LLMs can be used together to develop a single program in Grok Build by asking Grok Build to orchestrate how each model is used. Here is 2 servers, running 3 Qwen models over 4 GPUs make a single game:
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Replying to @GaelOffmysoul
Absolutely, it is llm-visuals, open source tool for Mac, Linux and Windows: github.com/DingoOz/llm-visua…
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Replying to @meta_alex
Some numbers whilst running SWE Bench. Pre-fill in pink.
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All blame rests with @_ryu15_ for telling me about the v100😉 Resulting in this vibe basically
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llm-visuals just got a v0.8.1 release. Now supports Windows, Mac (and still Linux) on x86 and arm. Binaries included. Thanks to @sethx86 for naive vLLM support and @skalyanaraaman for improving model detection and @IronWolve for SLang support.
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Qwen3.8-flash-next Q3_K_XL runs on average 12 token/s with an Nvidia V100 16Gb VRAM + 128 Gb DDR4 RAM This was my poor-man's DGX Spark build. Dell r730 with 128Gb of RAM + 16Gb VRAM and an SSD for engram. Total cost is roughly $1000 to $1200 all up.
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