Glossary
AI & autonomy

Dead-letter queue

A holding area for integration messages that exhausted normal processing, preserving them for diagnosis and controlled replay instead of silent loss.
A dead-letter queue, often shortened to DLQ, isolates events or jobs that could not be processed after the permitted attempts. It keeps one malformed or persistently failing item from blocking the main flow while preserving enough context for a person or repair process to investigate.
The control record should show the source queue, message identity, property or account scope, original receipt time, failure code, attempt count, last attempt, retention deadline, assigned owner, and replay decision. Sensitive payloads should be minimized or protected. A DLQ is not an archive and not a substitute for an alert.
Suppose a webhook reports a lease charge for a unit identifier that no longer maps to the accounting file. After bounded retries, the event moves to the DLQ. The landlord or support owner corrects the mapping, previews the effect, and replays that one item. Blindly replaying the whole queue could post obsolete events or duplicate items already repaired manually.
Evaluate whether the product exposes queue age and count, alerts before retention expires, supports item-level inspection, and requires authorization for replay. A claim that failed events “go to a queue” is incomplete when nobody owns it or when redrive bypasses idempotency and reconciliation.

Quarantine, repair, replay

A controlled lifecycle is: isolate the item, classify the cause, repair configuration or data, preview the new effect, replay with the original identity, and confirm the destination state. Preserve the original failure even after recovery.

When not to replay

Do not redrive an expired instruction, an event superseded by a later source state, or a money movement already completed through another path. Close it with a documented reason and reconciliation evidence instead.
Editorial ownership
Written and maintained by the Aptoria editorial team
Repository and source review completed July 28, 2026. Aptoria reviews scope, source fit, examples, limitations, links, and publication gates. This record does not claim attorney, CPA, lender, appraiser, or other independent professional sign-off.

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