# How AI Performs at React Coding and How Developers Can Improve Its Results

DevFeed: [How AI Performs at React Coding and How Developers Can Improve Its Results](<https://devfeed.tech/articles/how-good-is-ai-at-coding-react-really-18051.md>)

Original publisher: [Read original article](<https://addyo.substack.com/p/how-good-is-ai-at-coding-react-really>)

Author: Addy Osmani

Published: 2025-12-29T15:31:06Z

Content type: tutorial

Language: en

Sources: [Elevate](<https://devfeed.tech/sources/elevate.md>)

Topics: [React](<https://devfeed.tech/topics/react.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [ai-coding](<https://devfeed.tech/topics/ai-coding.md>), [coding](<https://devfeed.tech/topics/coding.md>), [Development](<https://devfeed.tech/topics/development.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [ai-assistants](<https://devfeed.tech/tags/ai-assistants.md>), [ai-coding](<https://devfeed.tech/tags/ai-coding.md>), [benchmarks](<https://devfeed.tech/tags/benchmarks.md>), [coding](<https://devfeed.tech/tags/coding.md>), [context-engineering](<https://devfeed.tech/tags/context-engineering.md>), [guide](<https://devfeed.tech/tags/guide.md>), [react](<https://devfeed.tech/tags/react.md>)

## AI overview

This article examines how AI coding tools perform for React developers. It reports stronger results on isolated tasks such as scaffolding components and implementing explicit requirements, but weaker results on multi-step integrations involving complex state management and design judgment. It argues that context engineering, specific prompts, structured workflows, guardrails, and deep React knowledge can improve outcomes.

## Source excerpt

A data-driven look at what AI can and can't do for React developers - and what you can do about it