检索增强生成（RAG）可以有效将大语言模型的输出与外部知识对齐，但它并不会建模运行时上下文，例如用户身份、会话状态或业务约束，而这些正是企业应用所依赖的关键要素。 上下文增强生成（CAG）是在现有 RAG 流程之上的扩展，通过引入一个显式的上下文 ...

如果这些都没有，那 AI 写得不好，真的不一定是 AI 的问题。未来真正会用 AI 的 Java 工程师，不是提示词写得最玄的人。而是能把复杂工程任务，拆成清晰任务单的人。这可能会成为 AI Coding 时代最重要的新能力。 最近这段时间，我连续测试了很多 Codex、Claude Code、Cursor 这类 AI Coding 工具。 很多人用 AI 写代码效果不好，并不是模型不行。 而是他 ...

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Artificial intelligence and related technologies are evolving rapidly, but until recently, Java developers had few options for integrating AI capabilities directly into Spring-based applications.

BARCELONA, Spain--(BUSINESS WIRE)--VMware Explore 2023—VMware, Inc. (NYSE: VMW) today announced new updates to Spring, the leading Java development framework, plus enhancements across VMware Tanzu ...

Broadcom rolled out security updates to the Spring and Java ecosystems tied to helping organizations navigate a surge in ...

Spring Boot's ability to auto-configure the development environment so that developers can quickly integrate databases, Kafka queues, cloud services and AI models into their apps is one of the popular ...

PALO ALTO, Calif., June 08, 2026 (GLOBE NEWSWIRE) -- Today, Broadcom Inc. (NASDAQ: AVGO), a global technology leader that designs, develops, and supplies semiconductor and infrastructure software ...