Architecture and Processing

Webhook Circuit Breaker Pattern

Webhook processing often triggers downstream systems such as billing services, email pipelines, or third-party APIs. When those dependencies fail, the webhook worker can become stuck retrying indefinitely.

What is a circuit breaker

A circuit breaker prevents repeated calls to a failing dependency. When failures exceed a threshold, the system temporarily stops sending requests to that dependency.

Why webhook systems need circuit breakers

Webhook handlers frequently depend on external services. For example:

  • billing updates
  • email notifications
  • analytics pipelines
  • CRM integrations

If one service fails, webhook workers may retry continuously, overloading the system.

Circuit breaker states

  • Closed — normal operation
  • Open — failures detected, requests blocked
  • Half-open — limited test requests allowed

Example workflow

                              
Webhook event received
      ↓
Process event
      ↓
Call external billing API
      ↓
Failures detected
      ↓
Circuit opens
      ↓
Events queued for retry later
                              
                        

Benefits

  • prevents cascading system failures
  • reduces retry storms
  • protects external dependencies

Related guides:

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