docker

Agentic Server Primer: Llama.cpp MCP Lesson 6: Adding mysql Database Docker Toolsets.

We give our LLM it's own Database to play with!

javascript

Agentic Server Primer: Llama.cpp MCP Lesson 5: Adding javascript via a Python api plugin.

We go through a full working example of creating your own MCP tools.

Qwen3-Coder

Qwen3-Coder-Next-UD-Q4-K_XL.gguf on a Ryzen 9/4080ti. Run a 48GB SOTA Tensor-Balanced on a $2K set of House Parts.

We field test a Qwen3-Coder-Next-UD-Q4_K_XL.gguf

llmfit

llmfit - Fast LLM Metric Fitter and Pulling Tool

We have a look at a fast fitting tool for comparing our hardware to the LLM market.

Qwen3.5

Qwen3.5-122B-A10B-Q4_K_M.gguf - Run it at 13 Tokens/s with 262,000 Contexts on a Ryzen 9 3900 and a 4080ti. w/128GB RAM.

Qwen3.5-122B-A10B-Q4_K_M.gguf - Run it at 13 Tokens/s with 262,000 Contexts on a Ryzen 9 3900 and a 4080ti. w/128GB RAM.

agentic

Agentic Server Primer: Llama.cpp MCP Lesson 4: Weather Polling via api.weather.gov

Agentic Server Primer: Llama.cpp MCP Lesson 4: Weather Polling via api.weather.gov

House LLM

Agentic Server Primer: Llama.cpp MCP Lesson 3: Adding Python Tooling Capability To your HouseLLM.

Agentic Server Primer: Llama.cpp MCP Lesson 3: Python

docker

Agentic Server Primer: Llama.cpp MCP Lesson 2: Dockerization.

Agentic Server Primer: Llama.cpp MCP Lesson 2: Dockerization.

agentic

Agentic Server Primer: Llama.cpp MCP Lesson 1: A Calculator.

Agentic Server Primers: Llama.cpp MCP Lession 1: A Calculator

TurboQuant

The TurboQuant BreakThrough. Running Qwen3.5-35B-A3B-UD-IQ3_XXS.gguf with a Hermes Agent. Get $80K Enterprise Server Performance on a $800 House GPU.

The TurboQuant BreakThrough. Running Qwen3.5-35B-A3B-UD-IQ3_XXS.gguf with a Hermes Agent. Get $80K Enterprise Server Performance on a House GPU.

hermes

Hermes Review. Basic LLM / OpenRouter.ai Setup Example with Guardrail.

We took an honest effort at getting Hermes to work.

LLM

LLM TurboQuant Example! Qwen3.5 27B Agentic Workflow Primer (A Basic Example - Part 4)

LLM TurboQuant Example! Qwen3.5 27B Agentic Workflow Primer (A Basic Example)

LLM

LLM TurboQuant Example! Qwen3.5 27B Agentic Workflow Primer. Saving $900/month in Tokens Speed Running our House LLM and Clobbering the Claudes.. (Part 3)

LLM TurboQuant Example! Qwen3.5 27B Agentic Workflow Primer. Speed Running our House LLM.

agentic

LLM TurboQuant Example! Qwen3.5 27B Agentic Workflow Primer. Running Unlimited Token Code Bot on a $800 4080ti 16GB VRAM House GPU!! (Part 2)

Qwen3.5 27B Agentic Workflow Primer. Running Unlimited Token Code Bot on a $800 4080ti 16GB VRAM House GPU!!

LLM TurboQuant Example! Running Llama.cpp Qwen3.5-27B-TQ3_1S Entirely on a 16GB 4080ti! 32,000 tokens!! (All on the GPU Part 1)

If you have ever ran a LLM inside the RAM only of a computer it is disastrously slow.  To remedy this required very large amounts of RAM on the GPU, and Nvidia seeing this made sure to charge appropriately.The bottleneck every time is the slow speed of the PCIe

raspberry pico

Setting up a pico-sdk ToolChain

We go over setting up the environment for a raspberry Pi Pico, and running a test project!

LLMs

LLM Diet Recipes! Reducing LLM Costs!

We Kick Up-Selling LLM Services to the Curb and Look at Other Options. You can do a LOT for free.

Raspberry Pi Zero

Software Based SPI for Raspberry Pi Kernels > 5.1 API V2

We go over Raspberry Pi GPIO Software SPI using V2 API using > 4.8 Kernel!

raspberry pi

Software Based SPI for Raspberry Pi Kernels > 4.8 API V1

We go over software defined SPI on a Raspberry Pi Kernel > 4.8!

raspberry pi

Raspberry Pi Glitch Catcher. Find Erroneous Glitches in Pins out of Baud Range

Raspberry Pi Glitch Catcher!

raspberry pi

Raspberry Pi: Understanding GPIO Pins in the System Context

Understanding how pins are driven high and low in a Raspberry Pi.

SPI

Software Based SPI for Raspberry Pi Kernel <=4.8

We get Grok 4 to write us a Software based SPI bus protocol for testing purposes!

NRF24L01

NRF24L01 Diagnostic Software. Testing

NRF24L01 The Little Module That Finally Does

PlatformIO

Raspberry Pi PIO Installation Guide

We show a guide to install and use PlatformIO on a Raspberry Pi!

lora

SX1262+STM32 LORA SPI Review!

We go over review of the brand new STM32F103C8T6 development boards with their LLCC68 Lora Hats!