AI开发工作流程:与AI代理合作的完整系统

📄 中文摘要

AI的工作不仅仅是让聊天机器人编写代码,而是构建一个自我改进的系统。在这个系统中,AI代理能够进行头脑风暴、规划、构建、审查、审计和监控,所有这些活动通过问题作为连接的纽带。整个工作流程包括一个持续的循环,涵盖了创意、规划、执行和完善的各个阶段,依赖于问题、反馈循环和持久的记忆层,以确保系统的高效运作。

📄 English Summary

The AI Development Workflow: A Complete System for Working with AI Agents

Working with AI transcends simply asking a chatbot to write code; it involves orchestrating a self-improving system. In this system, AI agents engage in brainstorming, planning, building, reviewing, auditing, and monitoring, all interconnected by issues that serve as the connective tissue. The workflow follows a continuous cycle encompassing ideation, planning, execution, and refinement, driven by issues, feedback loops, and a persistent memory layer to ensure efficient operation.

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