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AI & Agents11 min read

How to Find the Best AI Model to Optimize Your PC Hardware

A pragmatic guide to choosing local LLMs for your GPU with LM Studio. Understand VRAM limits, quantization trade-offs, and full GPU offload.

#ai#hardware#lm-studio
Updated
AI & Agents9 min read

Defuddle: What It Is, Architecture & Web Markdown Extractor Guide

Defuddle by kepano: TypeScript extractor isolating clean Markdown, preserving LaTeX and code blocks - built for Obsidian, RAG pipelines, and LLM ingestion.

#typescript#web-scraping#obsidian
Updated
AI & Agents11 min read

Khoj AI: What It Is, Self-Host Personal Second Brain & Setup Guide

Khoj AI: self-hosted second brain for devs. Index Obsidian, Notion and PDFs, chat with local LLMs via Ollama, and run autonomous agents - 100% private.

#ai#llm#rag
Updated
AI & Agents11 min read

OpenSandbox: What It Is, AI Agent Sandbox & Docker/K8s Setup Guide

OpenSandbox (alibaba/OpenSandbox): universal AI agent sandbox isolating code execution in Docker and Kubernetes with gVisor, Kata Containers, and Firecracker.

#ai#sandbox#mlops
Updated
AI & Agents6 min read

Get Shit Done (GSD): What It Is & How It Fixes AI Context Rot for Coding Agents

Get Shit Done (GSD): open-source meta-prompting for Claude Code, Gemini & Codex that kills context rot with wave-based parallel sub-agents and atomic XML task plans.

#ai#ai-agents#claude
AI & Agents10 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.

#ai#llm#ai-agents
AI & Agents3 min read

Unleashing the Super Agent Harness: A Deep Dive into Bytedance's DeerFlow

Discover how DeerFlow 2.0 transforms from a deep research tool into a full-fledged agent harness with sandboxing, sub-agents, and persistent memory.

#ai#python#langchain
Updated
AI & Agents16 min read

GitNexus: What Is It? MCP Codebase Graph for AI Agents (Cursor & Claude)

What is GitNexus? Index any codebase into KùzuDB via 7 MCP tools - stop AI agents breaking refactors with blast-radius queries before they edit code.

#ai#mcp#knowledge-graph
Updated
AI & Agents19 min read

Massive Collection of System Prompts for Different AI Models: 700 Items List

Browse the massive collection of system prompts for different ai models (list of 700 items) on GitHub: Cursor, Manus, Windsurf, Devin, and Claude Code prompts.

#ai#llm#ai-agents