Coding

Running a reasoning model locally doesn’t require a $10,000 workstation. Here’s how to build a capable DeepSeek-R1 setup on a budget. Continue reading The $1,500 […]

Apple’s unified memory meets NVIDIA’s dedicated VRAM. We benchmark both for local LLM running to help you choose the right hardware. Continue reading Mac M3

Build a question-answering system over your own documents using local models. Keep your data private while leveraging AI for knowledge retrieval. Continue reading Local RAG

We benchmark three leading open-source coding models on local hardware to determine the best choice for developer productivity. Continue reading MiniMax 2.5 vs Llama 3.1

Stop buying GPUs for everyone. Here’s how to set up a shared local AI infrastructure that serves your entire engineering team from a single workstation.

Set up an automated code review system using local LLMs. Catch bugs, security issues, and style violations before they reach production. Continue reading Self-Hosting AI

Learn how to efficiently run multiple LLM models simultaneously on a single GPU through proper memory management and model orchestration. Continue reading Running Multiple Local

Web browsers ship new features all the time, but what fun is it if we can’t build silly and fun things with them? In this

The z-index property is one of the most important tools any UI developer has at their disposal, as it allows you to control the stacking

Should you use AI for automation? Learn when AI agents add value vs. traditional automation, common mistakes small teams make, and a practical decision framework.