# AI Coding Best Practices for Today

DevFeed: [AI Coding Best Practices for Today](<https://devfeed.tech/articles/ai-coding-best-practices-for-today-37551.md>)

Original publisher: [Read original article](<https://colintheshots.com/writing/ai-coding-best-practices-for-today/>)

Published: 2026-02-25T21:59:05Z

Content type: tutorial

Language: en

Sources: [Colin The Shots](<https://devfeed.tech/sources/colin-the-shots.md>)

Topics: [ai-coding](<https://devfeed.tech/topics/ai-coding.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [coding](<https://devfeed.tech/topics/coding.md>), [GitHub Copilot](<https://devfeed.tech/topics/github-copilot.md>), [Claude](<https://devfeed.tech/topics/claude.md>), [cursor](<https://devfeed.tech/topics/cursor.md>), [Development](<https://devfeed.tech/topics/development.md>), [Vulnerabilities](<https://devfeed.tech/topics/vulnerabilities.md>), [Code](<https://devfeed.tech/topics/code.md>), [Security](<https://devfeed.tech/topics/security.md>), [pair\_programming](<https://devfeed.tech/topics/pair-programming.md>), [Maintainability](<https://devfeed.tech/topics/maintainability.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [ai-coding](<https://devfeed.tech/tags/ai-coding.md>), [ai-coding-assistants](<https://devfeed.tech/tags/ai-coding-assistants.md>), [best-practices](<https://devfeed.tech/tags/best-practices.md>), [claude](<https://devfeed.tech/tags/claude.md>), [code](<https://devfeed.tech/tags/code.md>), [coding](<https://devfeed.tech/tags/coding.md>), [copilot](<https://devfeed.tech/tags/copilot.md>), [cursor](<https://devfeed.tech/tags/cursor.md>), [developers](<https://devfeed.tech/tags/developers.md>), [github-copilot](<https://devfeed.tech/tags/github-copilot.md>), [llms](<https://devfeed.tech/tags/llms.md>), [maintainability](<https://devfeed.tech/tags/maintainability.md>), [pair-programming](<https://devfeed.tech/tags/pair-programming.md>), [research](<https://devfeed.tech/tags/research.md>), [uncategorized](<https://devfeed.tech/tags/uncategorized.md>)

## AI overview

A practical guide to using AI coding assistants such as GitHub Copilot, Claude, and Cursor while managing risks in code quality, deprecated APIs, security, performance, and maintainability. It emphasizes human responsibility, reviewing all generated code, and verifying it with tests, linters, and personal judgment.

## Source excerpt

Why This Document Exists AI coding assistants like GitHub Copilot, Claude, Cursor, and others can significantly accelerate development. However, research shows they also introduce systematic risks: