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JimmyJohnson
JimmyJohnson
April 14, 2026

OpenAI engineer Ryan Lopopolo details an internal experiment forcing teams to use AI for all coding. Under a no-human-coding rule, they developed the Harness system. With models like GPT-5.4, efficiency surpassed human teams. Key tactics included sub-one-minute build times and post-merge code reviews. The vision shifts from AI as copilot to independent teammate, with AI potentially rendering software dependencies obsolete by dynamically generating ghost libraries.

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