Transactions should allow exponential backoff retries like pub sub
Transactions allow passing an options object with maxRetries, but all retries are immediate. If there are many other functions writing the same document, transactions will fail after all retries (lock will time out). Maybe a better strategy would be to delay with exponential backoff like pub sub does.
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