---
title: "Comment by aitoolsreviewhub PK on \"From Idea to MVP: How I Use AI Before Writing a Single Line of Code\" | Hashnode"
description: "While building AI-powered automation and educational platforms, I've found that AI is most valuable during the planning stage. It helps explore user needs, comp"
url: "https://hashnode.com/posts/from-ai-idea-to-mvp/6a323f2f0097a263f3181441/comment/6a354c09fb1e997918f6ce2b"
---

[Discussion](https://hashnode.com/posts/from-ai-idea-to-mvp/6a323f2f0097a263f3181441)

Comment [From Idea to MVP: How I Use AI Before Writing a Single Line of Code](https://hashnode.com/posts/from-ai-idea-to-mvp/6a323f2f0097a263f3181441)

[aitoolsreviewhub PK](https://hashnode.com/@aitoolsreviewhub)

[Jun 19](https://hashnode.com/posts/from-ai-idea-to-mvp/6a323f2f0097a263f3181441/comment/6a354c09fb1e997918f6ce2b)

While building AI-powered automation and educational platforms, I've found that AI is most valuable during the planning stage. It helps explore user needs, compare approaches, and shape the MVP before a single line of code is written. That often prevents costly rework later.

[Navaneetha Manickam](https://hashnode.com/@navaneetha)

[Jun 21](https://hashnode.com/posts/from-ai-idea-to-mvp/6a323f2f0097a263f3181441/comment/6a354c09fb1e997918f6ce2b#reply-6a37c3d5266122bb1c903366)

That's been my experience as well. A few hours spent exploring assumptions and shaping the MVP can save weeks of unnecessary development later. Planning doesn't eliminate mistakes, but it definitely helps reduce them.