人工智能是否正在拖慢你的脚步?

4 分•作者: charbz•大约 1 个月前
我非常好奇这个问题,想了解大家的经验。我是一名拥有数十年经验的首席工程师,目前正在处理一个庞大的代码库,该代码库用于 RPA(旧软件的数据录入自动化)。我可以让我的代理从头开始构建复杂的功能,但是,如果我不详细说明需要如何构建(低级别规范),或者我不知道如何更新当前代码库以支持此更改,事情很快就会失控。换句话说,如果我信任代理自己做出任何设计决策,那么很多细微之处就会完全被忽略,导致出现重大错误或违反 SLA 的问题。 总而言之,我发现构建足够详细的规范、审查和评估 AI 更改所需的工作比我自己实现这些功能更耗时(且认知要求更高)。 我哪里做错了?
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I am genuinely curious about this question and want to understand people&#x27;s experiences. I&#x27;m a principal engineer with decades of experience, I am currently working on a massive codebase that does RPA (data entry automation for old software). I can get my agents to build complex features from scratch, However, if I don&#x27;t describe exactly how it needs to be built (low level specs), or if I don&#x27;t know how the current codebase needs to be updated to support this change things quickly get out of control. So in other words, if I trust the agents to make any design decisions on their own, then a lot of nuance will be completely missed, leading to major bugs or issues with the SLA.<p>To summarize my problem, I am finding that the work required to build detailed enough specs, review and evaluate AI changes is far more time consuming (and cognitively demanding) than implementing the features myself.<p>Where am I going wrong?