I Ran DeepSeek V4 Flash Across Two DGX Sparks Over Ethernet

There's a thread on the DeepSeek-R1 model page that's been sitting unresolved since March last year,...

There is a problem with most benchmarks for coding agents: they are not software development. They...

Overview Hey everyone 👋 I've spent the last few weeks running most of my daily coding...

LLM Price Watch Weekly Digest No price changes this week across the five providers we...

TL;DR While building a public advisory database for the Model Context Protocol...

I build Compresso, a local AI compression layer, using different techniques like Headroom, Rtk and...

How to build a production-grade drafting agent on local SLMs (Llama 3.2 3B) using deterministic Python verification, tri-state guardrails, QWK-calibrated evals, and continuous few-shot learning.

I had my own infrastructure context server running behind my editor, the way I do every day, and...

I've been writing Android for thirteen years. For the last two of them, a large share of the code...

This is a submission for Weekend Challenge: Generosity Edition What I Built Every...