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OpenAI Codex adoption in production applications across engineering and scientific research

Deployment Provisional 75% confidence first seen

OpenAI published case studies demonstrating how Codex is being used in real-world applications. Nextdoor engineers deployed Codex with GPT-5.5 to accelerate development and reduce time spent on repetitive coding tasks, while astrophysicist Chi-kwan Chan uses Codex to streamline development of black hole simulations and computational physics models.

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