DEVELOPER GUIDE

How to build a reliable WhatsApp message queue

Bound concurrency, preserve ordering where needed and make failures visible to an operator.

Developer guide for a message queue. Validate the behavior in your own stack before production rollout.

The problem

Partition by connection or recipient when ordering matters and apply workspace/provider rate limits.

Design the boundary

Use exponential backoff with jitter for retryable failures and a dead-letter state for permanent failures.

A partitioned WhatsApp send queue with exponential backoff retries and a dead-letter state for permanent failures
Retry what can recover; dead-letter what cannot.

Process the interaction

Pause a partition when the linked session is unhealthy; resume only after reconciliation.

Measure the outcome

Measure queue age, send latency, retry rate and dead-letter volume.

BUILD IT SAFELY

Make the failure path part of the design.

Reliable messaging is an operational system, not only an API call.

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