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Meliss.Spa
Meliss.Spa
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Tuesday 03 November 2026 22:27:13 GMT
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Most people learn AI tools one by one. The better approach is to understand where each tool fits in the architecture. 🧠 User Request → App/UI → Agent Orchestrator → RAG + Models → MCP Tools → Response/Action. Then underneath it all: data, observability, and deployment. Once you understand the map, tools like LangGraph, Qdrant, Ollama, MCP, Claude Code, Phoenix, and Docker stop feeling random. Don’t memorize the tools. Understand the stack. 🚀 #AIEngineering #AIAgents #SystemDesign #RAG #MCP LangGraph LLM hackproduct
Most people learn AI tools one by one. The better approach is to understand where each tool fits in the architecture. 🧠 User Request → App/UI → Agent Orchestrator → RAG + Models → MCP Tools → Response/Action. Then underneath it all: data, observability, and deployment. Once you understand the map, tools like LangGraph, Qdrant, Ollama, MCP, Claude Code, Phoenix, and Docker stop feeling random. Don’t memorize the tools. Understand the stack. 🚀 #AIEngineering #AIAgents #SystemDesign #RAG #MCP LangGraph LLM hackproduct
#CapCut #capcutpioneer #fyp #trending #capcuttemplate
#CapCut #capcutpioneer #fyp #trending #capcuttemplate

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