A game developer’s take on AI coding tools

A senior backend developer with 13 years of experience asked a game development community why people dislike AI for code. They say they have used Codex, Claude Code, local LLMs, and other tools. They say AI saves time when writing code, but often fails with context, design patterns, and architecture.

Key points

  • The author says they are a senior backend developer with 13 years of experience.
  • They mention using Codex, Claude Code, local LLMs, and other AI coding tools.
  • They say AI can make code writing much faster.
  • They say AI often gets context, design patterns, and architecture wrong.
  • They describe their view as neutral, with both gains and losses.

Quick term guide

local LLMs
AI language models you run on your own computer instead of through a company's online service
local LLM
An AI language model that runs on your own computer instead of on a remote server.
design patterns
Common ways to organize code for repeated software problems.
Architecture
The overall structure and organization of a software project.
Solo developer
An individual who handles all parts of creating a project or product alone.
developers
Developers are people who build software, apps, or websites.
AI coding tools
Programs like Claude, Cursor, or ChatGPT that write code for you when you describe what you want in plain language.
AI coding tool
Software that uses AI to help write, edit, or explain code.
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