Describe goals to complete cross-app tasks automaticallyStart natural voice conversations anytime with GPT-LiveGet better work quality at lower costLong tasks can move from draft to presentation more easilyTrack the latest safety rules for bigger modelsTranslate naturally during calls, meetings, and travelEasily automate multi-step daily tasks at lower costMake Claude easier to deploy through AWSClaude Fable 5 is usable again after the pauseKeep research tools and analysis in one placeDelegate more everyday coding work to ClaudeMeasure how well AI agents handle ambiguous biology research judgmentsClaude Sonnet 5 is built for heavier coding and work tasksHP partnership makes enterprise rollout easierTag Claude in Slack to delegate tasks with your whole teamHand Slack tasks to Claude more easilyConfidential AI gets stronger for sensitive workloadsGemini API key management is moving to safer auth keysClaude expands more easily into Korean businesses and researchAnthropic expands Claude adoption and research in KoreaDescribe goals to complete cross-app tasks automaticallyStart natural voice conversations anytime with GPT-LiveGet better work quality at lower costLong tasks can move from draft to presentation more easilyTrack the latest safety rules for bigger modelsTranslate naturally during calls, meetings, and travelEasily automate multi-step daily tasks at lower costMake Claude easier to deploy through AWSClaude Fable 5 is usable again after the pauseKeep research tools and analysis in one placeDelegate more everyday coding work to ClaudeMeasure how well AI agents handle ambiguous biology research judgmentsClaude Sonnet 5 is built for heavier coding and work tasksHP partnership makes enterprise rollout easierTag Claude in Slack to delegate tasks with your whole teamHand Slack tasks to Claude more easilyConfidential AI gets stronger for sensitive workloadsGemini API key management is moving to safer auth keysClaude expands more easily into Korean businesses and researchAnthropic expands Claude adoption and research in Korea
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OpenAI documents Prompt Caching to cut latency and cost

For repeated prompts, you can speed up responses and lower costs.

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Key Points

  • 1Cache works on exact prompt-prefix matches
  • 2Put static text first, variable inputs last
  • 3Benefits grow with longer, repeated prompts

OpenAI’s Prompt Caching guide explains how reusing identical prompt prefixes can reduce latency and input costs for long prompts. It recommends placing static instructions/examples first and variable user content last to maximize cache hits.

Key point

OpenAI’s Prompt Caching guide explains how reusing identical prompt prefixes can reduce latency and input costs for long prompts. It recommends placing static instructions/examples first and variable user content last to maximize cache hits.

Impact

For repeated prompts, you can speed up responses and lower costs. Key checks: Cache works on exact prompt-prefix matches / Put static text first, variable inputs last / Benefits grow with longer, repeated prompts.

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