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Every AI agent framework — LangGraph, CrewAI, AutoGen, OpenAI Agents SDK, Mastra, Claude Agent SDK — is independently rebuilding the same 6 primitives on top of the same 10-line loop. Once you see the pattern, framework docs read in 5 minutes instead of 5 hours. The core cognitive loop of any modern AI agent is ~10 lines of Python: build context, call the model, run tools, repeat. The other ~50,000 lines in every framework do the same 6 things — just with different vocabulary. The 4 cognitive primitives: 1. Context Assembly — what goes into each prompt 2. Tool Dispatch Loop — ReAct (Yao et al., Oct 2022) 3. Memory Tiers — ephemeral, persistent, shared 4. Agent-as-Tool — when one agent calls another The 2 physical primitives (production-only): 5. Execution Sandbox — isolated environments for tool calls 6. Durable State Gating — pause, serialize, resume across crashes Pick a framework based on which primitive matters most for your problem — not based on which marketing page looked cleanest. Sources & further reading: • ReAct paper (Yao et al., 2022): https://arxiv.org/abs/2210.03629 • MRKL paper (Karpas et al., AI21 Labs, 2022): https://arxiv.org/abs/2205.00445 • Lilian Weng on LLM-powered agents: https://lilianweng.github.io/posts/2023-06-23-agent/ • LangGraph docs: https://langchain-ai.github.io/langgraph/ • CrewAI docs: https://docs.crewai.com/ • OpenAI Agents SDK: https://openai.github.io/openai-agents-python/ • Claude Agent SDK: https://code.claude.com/docs/en/agent-sdk/ Chapters: 0:00 Every AI agent is 10 lines of code 0:20 The think → act → observe loop 0:42 Where the other 49,990 lines go 0:50 6 things that can go wrong 1:25 Primitive 1: Context Assembly 1:45 Primitive 2: Tool Dispatch Loop 2:08 Primitive 3: Memory Tiers 2:30 Primitive 4: Agent-as-Tool 2:53 Primitive 5: Execution Sandbox 3:18 Primitive 6: Durable State Gating 3:43 The 6×4 vocabulary map 4:00 99% is systems engineering, not cognition 4:15 How to pick a framework Subscribe for more architect-level breakdowns of AI engineering — no hype, just the patterns underneath. #AIAgents #LangGraph #CrewAI #AutoGen #ClaudeAgentSDK #aiarchitecture

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