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Leo Yang
Leo Yang

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How I Use Codex CLI to Ship AI Features Without Losing My Mind

Codex CLI in action: terminal showing a multi-file edit session

I have been using Codex CLI as my daily driver for AI-assisted coding for a few months now, and I keep coming back to a handful of patterns that made my work faster and less error-prone. This post is a short, opinionated tour of the workflow that finally clicked for me.

Why another AI coding tool?

I bounced off several chat-only assistants because they forget context the moment I switch files. Codex CLI runs in the same terminal where my project lives, so it can actually read what I am looking at, run tests, and propose diffs I can review line by line.

The three commands I actually use

  1. codex "explain this function in plain English"
  2. codex --edit to let the model propose and apply small refactors
  3. codex --plan when I want a written plan before any code changes

Lessons from the trenches

  • Always commit before letting it edit. It is rare, but it does occasionally nuke something.
  • Treat the first response as a draft, not an answer. I almost always ask for a second pass.
  • Keep the change scope tiny. The smaller the diff, the better the review.

What is next

I am still figuring out how to use it well for non-code tasks like writing tests, reviewing PRs, and triaging issues. If you have a workflow that works for you, I would love to hear it in the comments.

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