DeepSeek Cache Hits Rely on the Model Itself; Agent Tooling Faces Different Challenges

teortaxesTex · x · 2026-08-03

A developer points out that DeepSeek's high cache hit rate is primarily achieved by the model itself, and the testing harness only needs to avoid actively breaking it. The truly interesting and tricky challenges currently lie in agent tooling. The author has high expectations for the upcoming Whale Harness.

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DeepSeek Cache Hits Rely on the Model Itself; Agent Tooling Faces Different Challenges

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