在真实工程项目中，不使用 LangChain、LangGraph、CrewAI 等框架，纯用 Python + LLM API 手动实现 AI Agent 不仅完全可行，而且在许多场景下是更优选择。 Anthropic 官方明确建议开发者”从直接使用 LLM API 开始” (当然，各有各的立场)，而非框架。Octomind ...

Application programming interfaces allow for the linking of databases and the sharing of data across apps. With APIs, two applications can communicate with each other without understanding how the ...

Service-oriented architectures are at the heart of modern application development. By building applications out of a mix of services, we can take advantage of the current generation of platforms to ...