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Yongcheng Mu
Yongcheng Mu

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Codex in 2026: A Practical First-Hour Walkthrough

Codex in 2026: A Practical First-Hour Walkthrough

I keep getting asked "what does a first session with Codex actually look like?" — so here's a real, unedited run from this week, with the exact prompts and the gotchas I hit.

What Codex is, in one sentence

It's an agent that lives in your terminal and in your editor. You give it a goal, it does the work, you review the diff.

My first hour, step by step

  1. Install + auth. Five minutes, including the OAuth dance.
  2. Pick a small, well-scoped task. I chose "add a --dry-run flag to my deploy script". Bad first task would be "refactor my whole backend."
  3. Write a one-line goal. Not a paragraph. Add --dry-run to scripts/deploy.sh that prints the commands without running them. Update the README.
  4. Watch, but don't interrupt. The first time I used Codex I kept tabbing in to "help." That's a trap — let it finish.
  5. Review the diff like a human PR. I caught two bugs it introduced. Both real, both subtle.

The 3 gotchas nobody warns you about

  • It will over-engineer if you let it. Cap the scope in your prompt.
  • It doesn't know your secret conventions. Tell it up front.
  • It will confidently make up API names. Always run the code.

TL;DR for a busy dev

Codex is a real productivity unlock, but only if you treat it like a junior: tight scope, fast review, trust but verify. After a week you'll wonder how you shipped without it.

ai #llm #devtools #codex

Top comments (1)

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Aliaksei Zelianouski

It will over-engineer if you let it. Cap the scope in your prompt.

This is hardly a blocker for Codex and similar on their way to the kingdom of over-engineering :) They will do it anyway, especially when facing issues. Just look into the code from time to time to prevent it. Or rewrite when prevention has failed.