DeepSeek Harness (dsh) uses an everything-is-a-plugin architecture and hit 214K stars in 3 weeks; ponytail proves with real benchmarks that one skill can cut Claude Code's code output by 54%; Magnitude auto-picks and tunes local models for your coding agent; wigolo gives agents API-key-free web search, crawling, and research
Unsloth is the fastest, most VRAM-efficient local LLM fine-tuning tool — 2× training speed and 70% less VRAM. In 2026 it added a Desktop app that bundles inference, training, image/video generation, web search, and agent integration into a complete local AI workstation.
Comparing the NVIDIA DGX Spark, Apple Mac Studio M4 Ultra, ASUS Ascent GX10, MSI AI Edge, and more — helping you find the right local inference hardware.
Ollama wraps llama.cpp in a Docker-style CLI + REST API, letting you run LLMs locally with a single command. This post covers core concepts, installation, API, hardware requirements, Modelfile customization, and what this tool is — and isn't — good for.