1Password reported a 20.9% productivity improvement among engineers using OpenAI's Codex, along with a 10.9% reduction in median pull request cycle time. The company integrated Codex across its software delivery lifecycle, using it for planning, implementation, code review, testing, and production investigation. 1Password estimates roughly $784,000 in annual engineering capacity value for a cohort of 50 users. Security standards were maintained throughout, and access is being expanded to finance and marketing teams.
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