
How to Use ChatGPT for Coding: A Developer's Guide
84% of developers use or plan to use AI tools, but only about a third trust the output. ChatGPT can generate boilerplate, explain unfamiliar code, draft tests, and debug stack traces faster than a reference lookup. It can also introduce subtle security vulnerabilities, confidently produce outdated API calls, and miss edge cases in ways that pass a quick review. This guide covers the workflows that extract real value, the evidence on speed and security, and the rules that keep you out of trouble.









