📄 中文摘要
随着大型语言模型（LLMs）的不断进步，是否仍然需要智能体框架的问题再次引发关注。经过三代智能体框架的构建，每一代都有所不同。当前的观点认为，尽管LLMs的能力在提升，但智能体框架依然具有重要的价值和必要性。智能体框架能够提供结构化的方式来管理和协调智能体的行为，从而提升其在复杂任务中的表现和可控性。未来的发展将继续关注如何优化这些框架，以适应不断变化的技术环境和用户需求。
关于智能体框架与智能体可观察性
出处: On Agent Frameworks and Agent Observability
发布: 2026年2月13日
📄 English Summary
On Agent Frameworks and Agent Observability
As large language models (LLMs) continue to improve, the question of whether an agent framework is still necessary resurfaces. Having built three generations of agent frameworks, each with distinct characteristics, the current perspective asserts that despite the advancements in LLM capabilities, agent frameworks remain valuable and essential. These frameworks offer a structured approach to manage and coordinate agent behaviors, enhancing their performance and controllability in complex tasks. Future developments will focus on optimizing these frameworks to adapt to the evolving technological landscape and user requirements.