Build Your AI Workflow Before AI Tools Get More Expensive

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To learn more about AI (Community + Private calls) ► https://www.skool.com/ai-automation-lab-5849/about

Main Channel ► @FryingPan
Instagram ► https://www.instagram.com/fryingpan.ig
Vibecoding livestreams (weekly Sunday night EST, also live on YT) ► https://twitch.tv/fryingpan

Duke explains why AI tools are starting to feel pay-to-win: if you can pay for intelligence, video generation, words, and images, you get leverage. But his actual advice is workflow-first: figure out what you are building before buying the expensive local GPU setup.

[About Me]
I’m Duke Pan, a software engineer and creator. I’ve worked at Meta, Tesla AI, and Coinbase, then cofounded a YC-backed startup building one of the early AI code editors.

That startup didn’t beat the giants that came after, but it taught me a lot about where AI tools actually create value. Now I help companies implement real AI systems and agents inside their existing workflows, including agent infrastructure across massive enterprise data systems for big tech.

I also make videos about coding, AI, startups, lifestyle, and whatever I’m building next.
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