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Stop memorizing AI frameworks. Memorize the architecture. Every production AI agent is built from the same building blocks: 🧠 Model Layer 📚 Memory & RAG 🔌 Tools 🎼 Orchestration 🛡️ Guardrails 🔍 Observability 🚀 Deployment The frameworks will change. The APIs will change. The models will change. But this mental model stays the same. If you’re interviewing for AI Engineering or building agents in production, think in systems—not libraries. Save this as your AI Agent Architecture cheat sheet. What’s the one layer you spend the most time debugging? 👇 #AIEngineering #AIAgents #AgenticAI #LLM #RAG LangGraph MCP GenerativeAI MachineLearning SoftwareEngineering Python OpenSource SystemDesign BuildInPublic HackProduct