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Browse AI posts covering agents, model comparisons, local LLMs, chatbots, and RAG workflows.
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AIBuilding Production AI Agents & RAG: Architecture Lessons & Practical Tips
Moving beyond simple chatbots to autonomous AI agents. Key lessons on temperature and sampling, prompt caching, RAG vs fine-tuning tradeoffs, and state management with LangGraph.
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AIDemystifying MCP (Model Context Protocol): Giving Hands and Feet to AI Agents
How the open-standard Model Context Protocol connects LLMs to databases, GitHub, and local tools. A developer walkthrough of the Host-Client-Server model, Tools vs Resources, and comparisons with RAG.