Shopify Reliability Patterns

Overview

Build fault-tolerant Shopify integrations that handle API outages, webhook retry storms, and rate limit exhaustion gracefully.

Prerequisites

• Understanding of circuit breaker pattern
• Queue infrastructure (BullMQ, SQS, etc.) for async processing
• Cache layer for fallback data

Instructions

Step 1: Circuit Breaker for Shopify API

import CircuitBreaker from "opossum";