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AI AgentsLangGraph vs CrewAI vs AutoGen: Which Agent Framework Should You Use?LangGraph vs CrewAI vs AutoGen in 2026: graphs vs role-based crews, AutoGen archived. A comparison table, code for each, and when to pick which (plus n8n). · 9 min read
Local and Private AILocal LLM Hardware Guide: How Much VRAM and RAM You Really NeedWork out the memory any local LLM needs: weights by quantization, KV cache for context, a sizing table from 3B to 120B, and how GPUs and Macs compare. · 8 min read
MCP and IntegrationsMCP vs API: What's the Difference and When to Use EachAn API is a service's own interface; MCP is one protocol AI apps use to discover and call tools. Side-by-side table, examples and when to use each. · 7 min read
MCP and IntegrationsMCP vs RAG: Different Jobs, and How They Work TogetherRAG grounds answers in retrieved text; MCP connects AI apps to tools and live data. A clear comparison table, when to use each and how to combine them. · 7 min read
Local and Private AIOllama vs LM Studio: Which Local LLM Tool Should You Use?Ollama is the open-source, CLI-first runner for developers; LM Studio is the polished desktop app. Compare engines, APIs, platforms and licensing, and pick one. · 7 min read
AI FundamentalsRAG vs Fine-Tuning: When to Use Each (and When to Use Neither)RAG gives a model knowledge; fine-tuning changes its behaviour. A decision table, costs as of October 2026, what vendors still allow and how to combine both. · 9 min read
Local and Private AIHow to Run an LLM Locally in 2026: Tools, Hardware and ModelsRun an LLM on your own computer: compare Ollama, LM Studio, llama.cpp, vLLM and Jan, size memory for any model, set up Ollama step by step and pick a model. · 9 min read
AI AgentsWhat Is Agentic AI? How AI Agents Work, Types, Examples and LimitsAgentic AI explained: a model that plans, uses tools and acts toward a goal in a loop. How agents work, types, examples, failure modes and when not to use one. · 9 min read
AI FundamentalsWhat is llms.txt? The format, who uses it and whether AI actually reads itllms.txt is a proposed Markdown file that gives LLMs a map of your site. Here is the format, who publishes one, and what Google and AI tools really do with it. · 6 min read
MCP and IntegrationsWhat Is MCP? The Model Context Protocol Explained (2026)MCP is the open standard that connects AI apps to tools and data. How it works, the 2026-07-28 spec changes, a working server in Python, and security. · 10 min read
AI CodingWhat Is Vibe Coding? Meaning, Origin, Risks and When It WorksVibe coding means building software by prompting an AI and accepting its code unread. Where the term came from, how it works, the risks and when to use it. · 5 min read