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Practical notes from real engagements, including the mistakes and the parts that surprised us.
Retries are not an edge case, they are the normal operating condition of any distributed system. Here is the design that keeps a duplicate request from becoming a duplicate charge.
Arjun Nair · 31 Aug 2026