How AI context compression actually works, part 1

TL;DR: Two 128GB GB10 computers can run the official FP8 DeepSeek V4 Flash 0731 checkpoint as one...

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

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...

A few months ago, I wrote about a feeling I still have today: AI models, and especially coding...

How I built HealthMitra, a Hindi/English voice agent for India's health-access gap, on LiveKit and Murf Falcon — plus three real bugs it took to get the multi-agent handoffs working.

Claude Code writes every session to ~/.claude/projects as JSONL. I wanted to know what I'd actually...

We measured whether AI-written code is messier than human-written code, across 500 real bugs where a...