Blog

First-person technical writing on local AI, RF and SDR, Linux hardware, reproducible testing, cyberdeck builds, and the evidence behind what I actually built.

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esp32-marauder-local-llm-capture-analyst

ft. JustCallMeKokoI paired an ESP32 Marauder with two small Linux boxes, a local 4B model, and a d...

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youyeetoo-x1s-ollama-llamacpp-matched-re...

ft. YouyeetooI reran Ollama vs llama.cpp with matched GGUFs on a Celeron N5095, then tested I...

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youyeetoo-x1s-ollama-llamacpp-vulkan-ben...

ft. YouyeetooI tested Ollama, llama.cpp CPU, Intel Vulkan, Qwen3.5, Gemma 4, and BitCPM on a ...

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budget-cyberdeck-youyeetoo-x1s-kali

ft. YouyeetooA measured Youyeetoo X1S build with Kali Linux on NVMe: installer recovery, sust...

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millclock-in-14-review-nixie-clock-desk

ft. MillclockHands-on Millclock IN-14 review covering six real Nixie tubes, Ukrainian craftsm...

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crowview-cyberdeck-build

ft. ElecrowBuild a field-ready cyberdeck using CrowView Note and CrowPanel HMI. Complete gu...

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indiedroid-nova-wifi-fix

The RTL8821CS driver was failing during boot, but reloading it only solved half ...

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building-ai-radio-scanner-rtl-sdr-machin...

ft. RTL-SDRHow I rebuilt an automatic radio signal classifier around 800 validated captures...

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run-llama-3-locally-rk3588-npu-vs-raspbe...

ft. AmeriDroidThe Raspberry Pi 5 16GB removed the RAM barrier for local LLMs. The Indiedroid N...

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2026IN DEVELOPMENT

building-home-soc-protectli-vault

ft. ProtectliAn in-development Protectli Vault security build focused on measured network vis...

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2026IN DEVELOPMENT

minisforum-ms-s1-max-local-ai-finetuning

ft. MinisforumA bounded local fine-tuning project on the 64 GB MS-S1 MAX, with the training se...

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2026IN DEVELOPMENT

solar-lora-meshtastic-relay

A later off-grid RF project focused on a solar-powered Meshtastic relay and meas...

total 12 posts

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