Run a 70B large language model on a single 4GB GPU with AirLLM — no quantization, no pruning. Step-by-step guide with tested commands and honest benchmarks.
Draco Tutorial: Self-Host Your Own Web Scraper
Draco is a single-binary Rust scraper that turns any URL into clean markdown, no browser fleet. Install it, run it in Docker, and use its Firecrawl-compatible API.
The $89 Million Coldcard Heist: How Weak Randomness Drained 4,585 Bitcoin Wallets
A five-year-old firmware bug let attackers rebuild Coldcard seeds offline and drain $89 million from 4,585 wallets. Here is what it means for self-custody.
Amazon’s $1.8M Claude Blunder: The Hidden Cost of AI Agents
Amazon’s Claude project ran 860% over budget for five months undetected. Here’s how silent AI agent overruns happen — and how to stop them.
Meet Collie: A Local-First Coding Agent That Proves Its Own Work
Collie is a new open-source coding agent that runs on your machine, reaches your real browser and desktop, and verifies every fix with a self-checking assertion gate. Here’s how to install and use it.