---
title: "Comment by Julian Neagu on \"Agentic AI: Good Upfront Design Pays You Back Later\" | Hashnode"
description: "This matches what I've seen with AI tools. A few clean extension points early on save a lot of prompt and code cleanup later."
url: "https://hashnode.com/posts/agentic-ai-good-upfront-design-pays-you-back-later/6a4d923eecd47c59fa91f5b3/comment/6a5086fdacb64e892fa5610e"
---

[Discussion](https://hashnode.com/posts/agentic-ai-good-upfront-design-pays-you-back-later/6a4d923eecd47c59fa91f5b3)

Comment [Agentic AI: Good Upfront Design Pays You Back Later](https://hashnode.com/posts/agentic-ai-good-upfront-design-pays-you-back-later/6a4d923eecd47c59fa91f5b3)

[Julian Neagu](https://hashnode.com/@julianneagulab)

[Jul 10](https://hashnode.com/posts/agentic-ai-good-upfront-design-pays-you-back-later/6a4d923eecd47c59fa91f5b3/comment/6a5086fdacb64e892fa5610e)

This matches what I've seen with AI tools. A few clean extension points early on save a lot of prompt and code cleanup later.

[Jason Agostoni](https://hashnode.com/@jagostoni)

[Jul 10](https://hashnode.com/posts/agentic-ai-good-upfront-design-pays-you-back-later/6a4d923eecd47c59fa91f5b3/comment/6a5086fdacb64e892fa5610e#reply-6a50c22765dc086758cb84b9)

Glad to hear it! Do you find you are able to use more economical models during coding?