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Agent Architecture Overview: From Prompt to Context

Background In examining the recent discourse on “Prompt Engineering,” we can observe a subtle yet important divergence. On one hand, leading practitioners focused on building scalable systems (such as Andrej Karpathy) have actively advocated for the term “Context Engineering”, arguing that “Prompt Engineering” is insufficient to capture the complexity involved. In their view, prompt engineering […]

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9 Core Technologies of AI Agent Architecture Design

The 9 core technologies of AI agent architecture design include: AI Agent, Agentic AI, Workflow, RAG, Fine-tuning, Function Calling, MCP, A2A, and AG-UI. Below are the detailed analysis. Core Technology 1: AI Agent An AI Agent is an autonomous software entity capable of perceiving its environment, reasoning, making decisions, and taking actions. It can be compared

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