Gstack is an open-source AI orchestration framework created by Y Combinator CEO Garry Tan. It transforms Claude Code into a virtual software company with distinct AI personas. The framework includes role-based agents like CEO, Engineering Manager, and QA tester. A conductor agent enforces strategic thinking before any coding begins. Gstack GitHub repository homepage Gstack solves the problem of...
How to Get Native AirPods Integration on Windows with MagicPods
MagicPods is a free open-source Windows application that adds native AirPods integration to Windows 10 and 11. It provides real-time battery status popups, automatic pause/play when removing earbuds, and smooth connection management. The tool works with all AirPods models and most Windows-compatible Bluetooth adapters. MagicPods runs quietly in the background, requiring no configuration after...
Flash-moe: How to Stream 397B MoE Models from SSD on MacBook Pro
Flash-moe runs a 400-billion parameter model on a MacBook Pro by streaming weights from SSD. It turns a server-rack problem into a local one with pure C and Metal shaders. The engine streams Qwen3.5-397B-A17B from disk at 4.4 tokens per second. It achieves production-quality output including tool calling on consumer hardware. This breakthrough democratizes massive model inference for developers...
Code Review Graph: Add Local Project Context to Claude Code
Code Review Graph builds a local dependency graph of your entire codebase for AI coding assistants like Claude Code. It eliminates redundant full-repository scanning and reduces hallucinations by providing precise context. The tool runs entirely locally using Tree-sitter parsing and incremental tracking. It delivers only relevant files to AI assistants via the Model Context Protocol. Developers...
Small Robust AI Agent Architecture with Claw Code Rust
Claw Code is the public Rust implementation of the claw CLI agent harness used in flagship AI products. The project provides a transparent look at how production-grade AI agents are actually built. It serves as a rare educational resource for developers studying professional AI agent architecture. This isn’t a toy implementation but a real-world codebase from top-tier engineering teams...
