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OpenAI Eating Anthropic Lunch: Codex inside Claude Code

11.4K views· 245 likes· 12:43· Mar 31, 2026

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OpenAI just released an official plugin that brings Codex inside Claude Code, now letting you review, challenge, and delegate code to a completely different model without leaving your workflow. In this video, I break down every command, show you how the interaction works under the hood, and explain why using two different AI providers for writing and reviewing code is something every developer should be doing. Links for description box: 🔗 Codex Plugin for Claude Code (GitHub): https://github.com/openai/codex-plugin-cc 🔗 Codex Pricing & Usage Limits: https://developers.openai.com/codex/pricing 🔗 Codex App Server Docs: https://developers.openai.com/codex/app-server 🔗 Codex CLI Reference: https://developers.openai.com/codex/cli 🔗 Codex Config Reference: https://developers.openai.com/codex/config-reference 🔗 Addy Osmani — Code Review in the Age of AI: https://addyo.substack.com/p/code-review-in-the-age-of-ai 🔗 Codex vs Claude Code Token Comparison: https://www.morphllm.com/comparisons/codex-vs-claude-code 🔗 VB's Announcement Tweet: https://x.com/reach_vb/status/2038670509768839458 My Dictation App: www.whryte.com Website: https://engineerprompt.ai/ RAG Beyond Basics Course: https://prompt-s-site.thinkific.com/courses/rag Signup for Newsletter, localgpt: https://tally.so/r/3y9bb0 Let's Connect: 🦾 Discord: https://discord.com/invite/t4eYQRUcXB ☕ Buy me a Coffee: https://ko-fi.com/promptengineering |🔴 Patreon: https://www.patreon.com/PromptEngineering 💼Consulting: https://calendly.com/engineerprompt/consulting-call 📧 Business Contact: engineerprompt@gmail.com Become Member: http://tinyurl.com/y5h28s6h 💻 Pre-configured localGPT VM: https://bit.ly/localGPT (use Code: PromptEngineering for 50% off). Signup for Newsletter, localgpt: https://tally.so/r/3y9bb0

About This Video

OpenAI just made a genuinely smart distribution move: they shipped an official Codex plugin that runs inside Claude Code. In this video I break down what it is, how to install it, and how the interaction works under the hood—Claude Code collects your diffs, hands them to the locally running Codex CLI/app server, and then Codex sends a review report back into your workflow. The point is you don’t have to leave Claude Code to get a second model’s opinion, which is exactly how OpenAI gets Codex in front of more developers without asking them to switch tools. I walk through the three patterns you’ll actually use: basic `codex review` (one-way review, no file edits), gated/adversarial review (a stop hook triggers a review loop that challenges design decisions, not just syntax), and `codex rescue` (Codex as a sub-agent that can implement changes while Claude Code orchestrates). My core takeaway is simple: don’t use the same model to write and review code—biases compound and you get stuck in loops. Use two providers on purpose, but be aware of token burn when you set up iterative gated review, because you’ll pay Anthropic for regeneration and OpenAI for review in the same loop.

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