Guides
Claude Code's Source Just Leaked: What 500K Lines of TypeScript Reveal About AI Coding Agents
Claude Code's full source was exposed via npm source maps. Here's what the leaked architecture reveals about multi-agent orchestration, and what it means for local AI agent builders.
TurboQuant Explained: How Google's KV Cache Trick Cuts Memory 6x With Zero Quality Loss
Google's TurboQuant compresses the KV cache 6x with zero accuracy loss. Here's what it actually does, how it works in llama.cpp and MLX, and what it means for running bigger models on your GPU.
Mistral Voxtral TTS: Open-Weight Voice AI You Can Run Locally
Voxtral TTS is a 4B open-weight text-to-speech model that beats ElevenLabs Flash v2.5 in blind tests. 70ms latency, 9 languages, voice cloning from 3 seconds. Here's how to run it.
epsiclaw: OpenClaw Stripped to 515 Lines of Python (The Karpathy Treatment)
epsiclaw is a minimal, readable reimplementation of OpenClaw in 515 lines of Python with 6 files and one dependency. Inspired by Karpathy's approach to autoresearch. Here's what it does and why it matters.
Is LM Studio Infected? How to Check Your Install (March 2026)
Reports of possible malware in LM Studio are circulating on Reddit. Here's what we know, how to verify your installation, and what to do if you're affected.
Intel's $949 GPU Has 32GB VRAM and 608 GB/s Bandwidth: What It Means for Local AI
Intel is launching a 32GB VRAM GPU for $949. Here's how it compares to the RTX 3090, RTX 4090, and used GPU market for running local LLMs and Stable Diffusion.
Local AI Upscaling: Make Blurry Images Sharp Without the Cloud
Upscayl, Real-ESRGAN, chaiNNer, and ComfyUI can upscale your photos for free on your own hardware. No subscriptions, no uploads, no per-image fees. Even a GTX 1060 works. Here's how to pick the right tool and start.
Local AI for Accounting and Tax: Keep Your Financial Data Off the Cloud
Local LLMs can categorize transactions, draft client letters, extract receipt data, and answer questions over tax documents — without sending a single number to OpenAI or Google. What works, what doesn't, and how to set it up.