编码代理的工作原理

出处: How coding agents work

发布: 2026年3月16日

📄 中文摘要

编码代理是一种软件工具,作为大型语言模型(LLM)的框架,扩展了LLM的功能,利用隐形提示和可调用工具实现额外的能力。编码代理的核心是大型语言模型,如GPT-5.4、Claude Opus 4.6、Gemini 3.1 Pro和Qwen3.5-35B-A3B等。理解编码代理的工作原理有助于更好地应用这些工具,从而做出更明智的决策。

📄 English Summary

How coding agents work

A coding agent is a software tool that serves as a harness for a Large Language Model (LLM), enhancing the LLM's capabilities through invisible prompts and callable tools. The core of any coding agent is an LLM, with examples including GPT-5.4, Claude Opus 4.6, Gemini 3.1 Pro, and Qwen3.5-35B-A3B. Understanding how coding agents function can lead to better decision-making regarding their application.

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数据源: OpenAI, Google AI, DeepMind, AWS ML Blog, HuggingFace 等