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A job fails five times. Then it's just gone.
What you'll have at the end
A dead letter queue holding the original job and a full record of every failed attempt
You need
A task that already retries itself a fixed number of times before giving up, running behind a queue you already have working.
Not covered
Automatically replaying a dead-lettered job once its cause is fixed; this stops at making sure the failure and its full history are captured and someone is told.
Leans on
Catch the one poison message that retries forever and starves every worker
for a job that never counts down its retries at all and just keeps hammering forever, not one that quietly gives up after a fixed number.
Exponential backoff stops a retry storm from hammering a flaky API
for spacing the retries themselves out so they don't hammer a struggling API in the same second, a concern that sits before this recipe's own retries ever run out.
Give a poison message its own dead-letter queue
for the same idea at the raw broker level, routing individual messages instead of framework-managed jobs.
Checked 19 Aug 2026
Part of the Background Job Processing Systems cookbook