DeepSeek-V4 paper's hidden lesson about retries

Analysis of the DeepSeek-V4 paper highlights what its retry-handling logic reveals: how to run reliable inference against models that throw transient failures. The article extracts practical engineering guidance on backoff and retry strategies from the paper's approach.