---
title: "What AI is actually good for, according to developers"
url: https://daily.dev/posts/what-ai-is-actually-good-for-according-to-developers-gahr7f5ez
source_url: https://github.blog/ai-and-ml/generative-ai/what-ai-is-actually-good-for-according-to-developers/
type: article
source: "GitHub Blog"
author: "Cassidy Williams"
published: 2026-01-13T18:43:22.210Z
updated: 2026-01-14T15:00:14.669Z
tags: ["ai", "github", "productivity"]
reading_time: 7
upvotes: 81
comments: 4
language: en
---

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# What AI is actually good for, according to developers

**[GitHub Blog](https://daily.dev/sources/ghblog)** · [@cassidoo](https://daily.dev/cassidoo) · 7 min read · 81 upvotes · 4 comments

## Summary

AI coding tools work best when they support developer flow rather than interrupt it. Chat interfaces have limitations and can break concentration, while contextual suggestions that blend into existing workflows prove most valuable. Effective AI empowers developers by handling repetitive tasks like boilerplate and documentation while leaving architectural decisions and complex logic to human judgment. Developers should review all AI suggestions, use explanation features for learning, customize tool intrusiveness, and provide feedback to shape better tools. The key is keeping humans at the center with AI as an assistant, not a replacement.

## Full article

daily.dev links to this article rather than hosting it. Read it at the original source: <https://github.blog/ai-and-ml/generative-ai/what-ai-is-actually-good-for-according-to-developers/>

## Community discussion

Top comments from developers on daily.dev.

**@elmarchavez** · 4 upvotes

> > And we want them to learn because the students—the early-career developers of today—are the senior developers of tomorrow, and everything’s changing.
>
> I believe this line alone is enough to clear the minds of every starting developers like myself. To not be easily discouraged but rather be motivated to learn more with AI and how to use it to better our own workflow.

**@a\_meb\_a** · 2 upvotes

> yes , AI can be a good bug finder, teacher, oracle.

**@stuartgreig** · 0 upvotes

> It is very good at repeating things, say you have lots of similar components that follow a pattern or some kind of logic, like for this thing I need a model a view a controller etc. If you've already done it one, it'll be able to do it again. This speeds up development massively and frees you up to do the hard stuff

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---

Tags: [#ai](https://daily.dev/tags/ai), [#github](https://daily.dev/tags/github), [#productivity](https://daily.dev/tags/productivity)

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