For nearly 20 years, I have worked in logistics operations and R&D, building 系统 that keep AINNA's supply chain moving.
I have seen how complex logistics 系统 require teams with different expertise—inventory management, route planning, warehousing, data analytics, and real-time tracking.
I still remember spending two consecutive 天数 building a route optimization algorithm because of an urgent delivery deadline.
今天, the 游戏 is changing.
With the right workflow and AI智能体, we no longer need long prompts.
"构建 me a dynamic routing 系统 that adjusts to real-time traffic and warehouse stock levels."
can allow an AI 智能体 to analyse demand patterns, 设计 the optimal flow, select the best algorithms, generate SOPs, write integration code, test under simulated conditions, and continuously 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
