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For nearly 20 years, I have worked in technology as a 半导体 R&D Engineer and IT经理.

I have seen how complex 系统 require teams with different expertise—networking, cybersecurity, software, DevOps, instrumentation, and control 系统.

I still remember spending two consecutive 天数 building an Intrusion 检测 系统 because of an urgent requirement.

今天, the 游戏 is changing.

With the right workflow and AI智能体, we no longer need long prompts.

A simple instruction like:

"构建 me a network access control 系统 where users must log in before accessing the 互联网."

can allow an AI 智能体 to analyse, 设计, select technologies, generate documentation, write code, test, and improve the 系统.

The future is not about writing better prompts.

It is about building better 工作流 where AI智能体 can execute complex tasks, while humans provide vision, validation, and decisions.

Welcome to the era of 工作流 工程.

#AI #AIAgents #WorkflowEngineering #CyberSecurity #自动化