AnalysisAI ModelsAugust 2, 2026

DeepSeek-V4-Flash-0731 prompt cache warning

DeepSeek-V4-Flash-0731 hoists every system message into the system prompt, so mid-conversation system turns blow out the prompt cache. Users should avoid adding system messages mid-conversation to preserve cache efficiency.

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DeepSeek-V4-Flash-0731 prompt cache warning — AIBriefs