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#LLM

7 posts

Tech 3 min read

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.

# Tech # GitHub # AI # LLM
Tech 7 min read

Khoj: The Open-Source AI Second Brain You Can Self-Host

Khoj is an open-source AI second brain — chat with any LLM, search documents with natural language, and build custom agents. Fully self-hostable.

# Tech # GitHub # AI # LLM
Tech 8 min read

Context Engineering: The Discipline That Separates Good AI Agents from Great Ones

Open-source toolkit for Context Engineering that teaches AI agents to pull only the context they need — cited in academic research.

# Tech # GitHub # AI # LLM
Tech 8 min read

Inside the Black Box: What Leaked AI System Prompts Reveal About How Your Favorite Tools Actually Think

The most comprehensive collection of leaked AI system prompts from Cursor, Manus, Windsurf, Devin, v0, and 30+ tools — what they reveal about AI engineering.

# Tech # GitHub # AI # LLM
AI 6 min read

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.

# AI # LLM # LM Studio # Python
Tech 5 min read

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.

# AI # LLM # RAG # Python
Tech 5 min read

Prompt Engineering: The 'Director & Actor' Mental Model

Why does 'be concise' produce worse results than '3 bullet points'? A mastery guide to system prompts, few-shot examples, and chain-of-thought.

# AI # Prompt Engineering # LLM # Python
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