For developers on the OpenAI API: repeated prompt content can now stay cached for 12 hours instead of 30 minutes, so requests spread across a workday still get the cheaper rate.
Agents and assistants that reuse the same long instructions, tool lists, or reference material all day
Your requests land hours apart, so the 30-minute cache keeps expiring and you pay full price to reload the same context
Developers and ops teams running always-on agents who keep an eye on the API bill
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