📰 Dev.to · Muhammad Masad Ashraf

16 articles · Updated every 3 hours · View all reads

All Articles 91,172 Blog Posts 109,451 Tech Tutorials 22,800 Research Papers 19,224 News 14,849 ⚡ AI Lessons

Dev.to · Muhammad Masad Ashraf 16h ago

Caching Shopify GraphQL: A Practical Guide for Developers

TL;DR: GraphQL can't be cached by URL like REST. Cache by query + variables, layer your caches...

Dev.to · Muhammad Masad Ashraf 1d ago

How I Cut Our Shopify API Usage in Half (Without Losing Features)

Practical tactics to reduce Shopify API consumption using GraphQL, webhooks, bulk operations, and caching.

Dev.to · Muhammad Masad Ashraf 1w ago

Shopify GraphQL Pagination: How to Handle Large Datasets Without Slowing Down Your App

A practical guide to Shopify GraphQL pagination, cursor-based pagination, query cost, page size, and Bulk Operations.

Dev.to · Muhammad Masad Ashraf 1w ago

Shopify Bulk Operations API at Scale: A Practical Developer Guide

Stop burning through rate limits on large Shopify data jobs. Learn how the Bulk Operations API works, its lifecycle, scaling patterns, and production-ready erro

Dev.to · Muhammad Masad Ashraf 1w ago

Shopify GraphQL Query Cost Optimization: Stop Burning API Points

Learn how Shopify's cost-based GraphQL throttling works, why queries fail at scale, and 7 practical strategies to reduce points consumed per request.

Dev.to · Muhammad Masad Ashraf 2w ago

How to Verify Shopify Webhooks Correctly (And Stop Getting It Wrong)

Originally published on KolachiTech I have reviewed a lot of Shopify app codebases. One thing...

Dev.to · Muhammad Masad Ashraf 3w ago

Shopify Webhooks Don't Arrive in Order - Here's How to Handle It

If you have ever built a Shopify integration and started seeing weird inventory counts, duplicate...

Dev.to · Muhammad Masad Ashraf 4w ago

How to Build a Shopify Webhook Replay System That Never Loses Events

A practical guide to building a Shopify webhook replay system with persistent event storage, exponential backoff, dead letter queues, and idempotent handlers.

Dev.to · Muhammad Masad Ashraf 4w ago

Stop Losing Shopify Webhooks: A Retry Strategy That Survives Real Outages

Shopify retries failed webhooks for only 4 hours. Real outages last longer. Here is how to build a retry layer that actually holds up in production.

Dev.to · Muhammad Masad Ashraf 🏭 MLOps & LLMOps ⚡ AI Lesson 1mo ago

Building a Dead Letter Queue for Shopify Webhooks (Production-Ready Guide)

Stop losing webhook events. Here's how to build a production-ready dead letter queue system for Shopify webhooks with code examples and architecture patterns.

Dev.to · Muhammad Masad Ashraf ⚡ AI Lesson 1mo ago

Scalable Shopify Integration Patterns Every Developer Should Know

Stop rebuilding your Shopify integration every time traffic spikes. These architecture patterns keep your systems reliable from day one to millions of requests.

Dev.to · Muhammad Masad Ashraf 1mo ago

Multi-Service Architecture for Shopify Ecosystems

Introduction Most Shopify stores start simple. One theme, a few apps, the Admin API, and a...

Dev.to · Muhammad Masad Ashraf 1mo ago

Handling Eventual Consistency in Shopify Integrations

If you have built a Shopify integration before, you have hit this wall. Your warehouse system shows...

Dev.to · Muhammad Masad Ashraf ⚡ AI Lesson 1mo ago

Designing Resilient Shopify Middleware

Learn how to build a Shopify integration layer that survives rate limits, webhook storms, race conditions, and third-party outages using battle-tested distribut

Dev.to · Muhammad Masad Ashraf 1mo ago

Distributed Shopify Inventory Sync: Architecture Guide for Scale

Learn how to design a distributed Shopify inventory sync system using microservices, event queues, and fault-tolerant patterns that keep stock counts accurate a

Dev.to · Muhammad Masad Ashraf 1mo ago

How Race Conditions Silently Break Shopify Orders (And How to Fix Them)

Flash sales. Product drops. Viral moments. They're what every Shopify merchant dreams of — and...