---
title: "Discussion on \"Good Automation Ages Slowly\" | Hashnode"
description: "Discussion on \"Good Automation Ages Slowly\". I have started to notice that AI automation workflows are a lot like APIs. The ones that impress people the fastest are often the ones that quietly create the most problems later.\nI don’t mean this as"
url: "https://hashnode.com/posts/good-automation-ages-slowly/69e73e7f84846b95c53787e0"
---

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# [Good Automation Ages Slowly](https://jessblogs08.hashnode.dev/good-automation-ages-slowly?utm_source=hashnode&utm_medium=feed)

I have started to notice that AI automation workflows are a lot like APIs. The ones that impress people the fastest are often the ones that quietly create the most problems later. I don’t mean this as

Apr 21 · 6 min read · jessblogs08.hashnode.dev  
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## Written by

[Jess Wamai](https://hashnode.com/@hfs-ke)

@hfs-ke · Nairobi, Kenya

  
[View profile](https://hashnode.com/@hfs-ke)

I turn ideas into interactive magic

Hi, I’m Jess, a software developer who loves turning ideas into clean, functional digital experiences. I build no-code websites with Webflow, create custom apps, and use AI and automation to help businesses work smarter, not harder. This blog is my space to share what I’m learning along the way - usually fueled by curiosity, real projects, and a good cup of coffee ☕.

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