---
title: "Discussion on \"How to Build Production-Grade Generative AI Applications\" | Hashnode"
description: "Discussion on \"How to Build Production-Grade Generative AI Applications\". Generative AI applications are everywhere today, from chatbots to code assistants to knowledge tools. With so many frameworks and models available, getting started seems pretty easy. But taking an LLM prototype and turning it into a reliable, scalabl..."
url: "https://hashnode.com/posts/how-to-build-production-grade-generative-ai-applications/693775071df2bd7125d8e5f3"
---

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[Wisamul Haque](https://hashnode.com/@Wisamulhaque)

AI Engineering

Dec 9, 2025

# [How to Build Production-Grade Generative AI Applications](https://freecodecamp.org/news/how-to-build-production-grade-generative-ai-applications?utm_source=hashnode&utm_medium=feed)

Generative AI applications are everywhere today, from chatbots to code assistants to knowledge tools. With so many frameworks and models available, getting started seems pretty easy. But taking an LLM prototype and turning it into a reliable, scalabl...

freecodecamp.org 32 min read

[#llm](https://hashnode.com/tag/llm) [#gen-ai-in-software-development](https://hashnode.com/tag/gen-ai-in-software-development) [#development](https://hashnode.com/tag/development) [#ai](https://hashnode.com/tag/ai)

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