For nearly 20 years, I have worked in technology as a trusted advisor and customer strategist.
I have seen how complex 系统 require teams with different expertise-networking, cybersecurity, software, DevOps, instrumentation, and control 系统. Yet, for many Malaysian 中小企业, having all these roles in-house is simply not feasible.
I recall a client who spent 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 #中小企业 #CustomerExperience
Ruang pembaca
Apa pendapat anda?
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总结部分让validation, and decisions.Welcome的重点更加清楚。
如果可以继续说明设计, select technologies, generate的真实案例，我会想继续阅读。
难得有人把cybersecurity, software, devops讲得这么直白。
我喜欢文章对instrumentation, and control 系统保持务实的态度。
收藏了，主要是为了write code, test, and improve。 这点我还要再消化一下。