Tag
#LLM
7 posts
BitNet: The Era of 1-bit LLMs is Finally Here
Explore bitnet.cpp, Microsoft's official framework for 1-bit LLMs that replaces multiplications with additions for massive speedups.
Khoj: The Open-Source AI Second Brain You Can Self-Host
Khoj is an open-source personal AI app that acts as your AI second brain — chat with any LLM, search your documents with semantic AI, build custom agents, and self-host it completely on your own machine.
Context Engineering: The Discipline That Separates Good AI Agents from Great Ones
A deep dive into Agent Skills for Context Engineering — the open-source toolkit cited in academic research that teaches you how to curate context windows like a professional AI engineer.
Inside the Black Box: What Leaked AI System Prompts Reveal About How Your Favorite Tools Actually Think
A deep-dive into the most comprehensive collection of leaked system prompts from Cursor, Manus, Windsurf, Devin, v0, and 30+ other AI tools — revealing their core architectures, tool designs, and agent philosophies.
5 Awesome Projects to Build with LM Studio's Local API
A quick guide on how to use LM Studio's Local Server for Python scripts, OpenClaw, AI coding assistants, and secure document chats.
LLM & RAG: The 'Smart Librarian' Mental Model
Why do LLMs hallucinate? A mastery guide to Retrieval Augmented Generation (RAG) — the architecture powering every serious AI product in 2026.
Prompt Engineering: The 'Director & Actor' Mental Model
Why does 'be concise' produce worse results than 'answer in 3 bullet points'? A mastery guide to system prompts, few-shot learning, chain-of-thought, and structured output.