OpenAI Codex lets non-programmers build real software by describing what they want in plain English. Codex writes the code and proposes the change as a pull request on GitHub. Best practice: start with a simple personal website, change one thing at a time, and use GitHub's version history as your safety net even if you don't understand the code.
Watch: Greg Isenberg Explains Codex for Non-Technical People
In this 35-minute tutorial, Greg Isenberg and Ben Tossell walk through how non-technical founders and creators can use OpenAI Codex to build and change websites without writing code. The video was recorded when Codex first launched, so some screens look different today, but the workflow it teaches still holds. We've noted what changed below.
Before watching, read the key takeaways below to decide if the full video is worth your time.
Key Takeaways from the Video
Here's what you'll learn from Greg and Ben's tutorial:
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Codex translates plain English to code. Type a command like "add a contact form to the about page" and Codex writes the code and pushes it to GitHub automatically.
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You need a GitHub account. Think of GitHub as Google Docs for code. It tracks every change, so you can always roll back if something breaks. Even if you don't understand the code, GitHub is your safety net.
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Codex creates pull requests for review. When you request a change, Codex doesn't modify your site directly. It creates a "pull request" (like a draft) that you review before merging. This is similar to reviewing a support ticket before approving it.
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Start simple, iterate small. Don't try to build a complex app on day one. Start with a personal website. Add one feature at a time. Commands like "add another tab next to investments tools called food I like" work better than trying to describe an entire application.
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Codex beats text-to-app builders for learning. Tools like Bolt create entire apps at once, which results in complex projects with many hidden issues. Codex's iterative approach helps you understand what's happening and learn coding concepts gradually.
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GitHub's version control protects you. If a change breaks something, you can roll back to the previous working version. This makes experimentation safe even for complete beginners.
Who Should Use Codex?
Codex is ideal for:
- Non-technical founders who want to prototype ideas without hiring developers
- Content creators who want to customize their personal websites
- Entrepreneurs testing MVP concepts before investing in professional development
- Anyone curious about coding who wants a gentler learning curve than traditional programming
If you already know how to code, Codex and Claude Code can still speed up your workflow, but the biggest benefit is for people who have ideas but lack technical skills to build them.
What's Changed Since the Video (September 2026)
- Codex runs in more places. Besides the web version inside ChatGPT, there's a command-line tool, an IDE extension and an iOS app. For a non-technical start, the web version is still the simplest.
- It's part of your ChatGPT plan. Codex usage is included with paid ChatGPT plans (Plus, Pro, Business, Enterprise), and you can buy extra credits if you run out. Limits depend on the plan and the model you pick.
- The models changed. Codex now runs on newer GPT models than the one in the video. The workflow (describe, review the pull request, merge) is the same.
Codex vs Claude Code: Which Should You Use?
Both OpenAI Codex and Anthropic's Claude Code let you build software by describing what you want. Here's how they compare in September 2026:
| Feature | OpenAI Codex | Claude Code |
|---|---|---|
| Where it runs | Web (in ChatGPT), CLI, IDE extension, iOS | Terminal, IDE extensions, desktop app, web |
| What you need | A paid ChatGPT plan | A Claude subscription or Anthropic Console account |
| Easiest start for beginners | Web version connected to GitHub | Desktop app or web version |
| Works with GitHub | Yes, proposes changes as pull requests | Yes |
Both are now usable without touching a terminal. For a non-technical beginner, the deciding factor is usually which subscription you already pay for. If you have ChatGPT, start with Codex. If you have Claude, start with Claude Code. The habits in this guide (small changes, review before merging, GitHub as a safety net) apply to both.
Getting Started with Codex
Ready to try it yourself? Here's the recommended path:
- Create a GitHub account at github.com (free)
- Start with a template. Don't build from scratch. Copy a simple website template into your own repository.
- Make one small change. Ask Codex to change a heading or add a single element.
- Review the pull request. See what Codex actually did.
- Merge and repeat. Build confidence with small wins before you try bigger features.
The key insight from Greg's video: Codex isn't about replacing developers or building the next Facebook. It's about giving non-technical people the ability to iterate on ideas without being blocked by their lack of coding skills.
Common Mistakes to Avoid
Based on Greg and Ben's advice:
- Don't start too big. A personal website is the perfect first project. Don't try to build a SaaS product.
- Don't skip the review step. Always look at what Codex generated before merging. You'll learn and catch issues.
- Don't fear GitHub. It looks technical, but the basics (repositories, pull requests, merging) are learnable in an afternoon.
- Don't give up after one failure. If Codex doesn't understand your request, rephrase it. Be more specific about what you want.
Stay Updated on AI Coding Tools
AI coding tools change every month. The fastest way to keep up is following the people who test them on camera. A few channels worth following for this, all active in September 2026:
- Greg Isenberg: New AI tools for founders, often with live walkthroughs
- Starter Story: Solo founders showing the stack behind apps they built with AI coding tools
- Cole Medin: Hands-on videos on AI coding agents and workflows
- Fireship: Fast news and head-to-head tests of new coding models
Want to keep up without spending hours on YouTube?
TubeScout sends you one email every morning with a short summary of each new video from the channels you pick, like the ones above. Read the key points in a minute, then decide if the full video is worth your time.
Frequently Asked Questions
Do I need to know how to code to use OpenAI Codex?
No. Codex is designed for non-technical users who want to build or modify websites without writing code themselves. You describe what you want in plain English, and Codex handles the programming.
What is GitHub and why do I need it for Codex?
GitHub is a platform that stores and tracks versions of your code. Think of it like Google Docs for code, with a history of all changes. Codex proposes its changes on GitHub as pull requests, and the version history is your safety net if something goes wrong.
What's the difference between Codex and text-to-app builders like Bolt?
Text-to-app builders create entire apps at once, which can result in complex projects with hidden issues. Codex works iteratively on existing projects, making small changes you can review. This is less overwhelming and easier to understand as a beginner.
Can Codex build a website from scratch?
Yes. You can ask Codex to create a basic website structure, then iterate on it by adding features one at a time. However, it's recommended to start with a simple personal project rather than trying to build something complex immediately.
How much does OpenAI Codex cost?
As of September 2026, Codex usage is included with paid ChatGPT plans (Plus, Pro, Business and Enterprise), with higher limits on the pricier plans. If you hit your limit you can buy extra ChatGPT credits. Developers can also use it with an API key and pay per token.
Marc Page
Founder, TubeScout
Building tools to help knowledge workers learn faster