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OpenAI Codex Individual User Usage Surges 137 Times, AI Programming Has Gone Beyond Programmers

OpenAI Codex Individual User Usage Surges 137 Times, AI Programming Has Gone Beyond Programmers

August 28, 2026
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OpenAI Codex Individual User Usage Surges 137 Times, AI Programming Has Gone Beyond Programmers

On June 25, OpenAI published a report highlighting substantial growth for its AI agent product, Codex, since August 2025. Individual user activity jumped 137-fold, organizational adoption surged 189-fold, and internal usage at OpenAI increased 12-fold. These figures suggest that Codex’s user base has rapidly expanded beyond professional developers to encompass a much wider audience.

Non-technical users are the primary catalyst for this growth, demonstrating strong proficiency in managing long-term tasks.

Inside OpenAI, daily Codex usage has risen to 97.9% among employees, up from approximately 40% in August 2025. External organizational adoption has also climbed to 17.3%, with growth rates continuing to accelerate. Overall, active users of agent AI in the first half of 2026 have grown by more than five times, with the fastest-growing segment being non-technical users outside the software development community.

OpenAI also highlighted Codex’s unique capability as an agent AI to handle long-term tasks continuously. Since early 2026, the share of Codex users submitting at least one task estimated to take over eight hours for a human has increased nearly tenfold. This indicates the product is rapidly evolving from a simple auxiliary tool into a collaborative partner capable of independently executing complex work.

This data reflects a fundamental shift in the AI programming tools market—once dominated by developers, it is now being reshaped by broader office scenarios and general user needs. As non-programmers increasingly complete complex tasks through natural language-driven AI, Codex’s growth trajectory may simply mark the beginning of true AI democratization.

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