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Vibe coders and technical leads can use this as evidence that AI assistants materially compress delivery timelines on time-critical projects, while business stakeholders deploying AI tooling across teams should track similar velocity gains when evaluating ROI and rollout scope.
Stampli used OpenAI's Codex and ChatGPT Work to accelerate product launch timelines, compressing weeks of development work into days despite resource constraints. The case demonstrates how AI coding assistants can help teams meet fixed deadlines when engineering capacity is allocated elsewhere.
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CoFabrix summarises and comments on this story. The original reporting belongs to OpenAI.
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