---
title: "Discussion on \"Stop Using AI Widgets: How I Built a Human-in-the-loop Chatbot\" | Hashnode"
description: "Discussion on \"Stop Using AI Widgets: How I Built a Human-in-the-loop Chatbot\". Why I rejected complex realtime infrastructure for simple polling. A design engineer’s guide to connecting Next.js, Redis & Telegram without the bloat"
url: "https://hashnode.com/posts/stop-using-ai-widgets-how-i-built-a-human-in-the-loop-chatbot/698778060cac5ae1c529819a"
---

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# [Stop Using AI Widgets: How I Built a Human-in-the-loop Chatbot](https://blogs.babacreates.in/stop-using-ai-widgets-how-i-built-a-human-in-the-loop-chatbot?utm_source=hashnode&utm_medium=feed)

Why I rejected complex realtime infrastructure for simple polling. A design engineer’s guide to connecting Next.js, Redis & Telegram without the bloat

Feb 7 · 4 min read · blogs.babacreates.in  
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-   [#system-design](https://hashnode.com/tag/system-design)
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-   [#telegram-bot](https://hashnode.com/tag/telegram-bot)
-   [#redis](https://hashnode.com/tag/redis)
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## Written by

[Anmol](https://hashnode.com/@anmoldotx)

@anmoldotx · Ranchi, India

  
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