A practical guide to the four strategies of agentic adaptation, from "plug-and-play" components to full model retraining.

岁末年初，科技圈再次掀起波澜。智谱科技最新的GLM-4.7模型不仅在Code Arena的WebDev排行榜上超越了GPT-5.2，位列开源大模型第一，还在网民中引发了热烈的讨论和测试热情。这款被誉为“Claude Code最佳替代品”的国产模型，以其出色的编程性能和灵活的应用能力给人们留下了深刻的印象。

At the core of every AI coding agent is a technology called a large language model (LLM), which is a type of neural network ...

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