PSA: DeepSeek-V4-Flash-0731 system messages blow out prompt cache
DeepSeek-V4-Flash-0731's chat format hoists every mid-conversation system message to the top system prompt, so adding system role turns mid-chat invalidates the prompt cache. Users should keep system content in the initial message.
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