OpenAI PM Reveals How He Uses Codex to Do Product Work | Rohan Varma

OpenAI PM Reveals How He Uses Codex to Do Product Work | Rohan Varma

Author: Peter Yang July 5, 2026 Duration: 39:21

As a product manager for OpenAI Codex, Rohan has a firsthand look at how one of the most AI-native teams in the world operates. He showed me how he uses Codex to trigger work from Slack replies, prototype designs with image generation, replace stale PRDs with live project sites, and more. Watch this episode if you’re tired of all the nonsense around “AI-native PM” and want to see how a real one actually operates.


Rohan and I talked about:

(00:00) Codex can do more than you think

(01:53) Use Codex to pull context from Slack, docs, Linear, and email

(03:28) How Codex flips planning from docs to demos

(13:14) Demo: Do the task once with Codex, then automate it

(14:30) Demo: Trigger Codex automations from Slack replies

(17:26) Demo: Use Image Gen to explore design variants fast

(19:58) Demo: Turn any Codex thread into a reusable skill

(29:55) Demo: Turn project context into a shareable Site

(33:33) Use one Codex thread to manage other Codex threads

(37:18) Aim 10x more ambitious than feels reasonable


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📌 Get the takeaways: https://creatoreconomy.so/p/openai-pm-reveals-how-he-uses-codex-for-product-work-rohan-varma


📌 Get my personal AI OS with useful AI skills, $270 in AI tool credits, live monthly workshops, and courses on Hermes and Codex agents: https://www.behindthecraft.com/


Where to find Rohan:

LinkedIn: https://www.linkedin.com/in/rohannvarma

X: https://x.com/TheRohanVarma

Codex: https://openai.com/codex/


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For anyone building the future, Behind the Craft is a conversation with Peter Yang that moves beyond theory and into the tangible details of creation. This podcast lives in the messy, rewarding space where ideas become real products. Each episode is built on candid interviews with experts who have been in the trenches, dissecting the pivotal decisions, the unexpected hurdles, and the hard-won lessons that rarely make it into a polished case study. You’ll hear the unvarnished stories behind the features and companies shaping our world, focusing on the practical frameworks and mental models that effective product leaders and creators rely on daily. It’s about understanding the craft from the inside out-the strategic shifts, the team dynamics, the user insights that truly move the needle. Tune in for a direct, no-fluff dialogue designed to accelerate your own journey, providing actionable guidance you can apply immediately to level up your own work. This is where the blueprint meets the build.
Author: Language: English Episodes: 50

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