Introduction
As a developer working with Shopify's ecosystem, I recently encountered a familiar yet frustrating challenge: implementing the resource picker API. What should have been a straightforward integration turned into a lesson about the limitations of AI powered development tools when dealing with rapidly evolving APIs.
The Challenge
I needed to implement a product picker in my Shopify app that would allow users to select multiple products from their store. The concept seemed simple enough - use Shopify's resource picker API to open a modal where users can search and select products.
However, the implementation proved more challenging than expected, primarily due to the frequent changes in Shopify's API versions and documentation.
The Solution
After several attempts and much trial and error, I finally got the resource picker working. Here's the working implementation:
import { useAppBridge } from '@shopify/app-bridge-react';
export default function ProductResourcePicker() {
const app = useAppBridge();
const openProductPicker = async () => {
const productPicker = await app.resourcePicker({
type: "product",
multiple: true,
initialQuery: 'macbook',
options: {
showHidden: false
}
});
if (productPicker && productPicker.selection && productPicker.selection.length > 0) {
console.log("Selection made:", productPicker.selection);
}
};
return (
<button onClick={openProductPicker}>Open Product Picker</button>
);
}
The key components that made this work:
-
useAppBridge(): Properly initializing the Shopify app bridge -
app.resourcePicker(): Using the correct method call - Proper configuration: Setting the right parameters for product selection
The AI Frustration
Here's where things got interesting - and frustrating. I initially turned to AI coding assistants for help, but they consistently provided outdated or incorrect information.
Conclusion
While AI development tools are incredibly powerful and can significantly speed up development, they have limitations when dealing with rapidly evolving APIs like Shopify's.
My experience with the Shopify resource picker API taught me that sometimes the "old-fashioned" approach of reading documentation, testing incrementally, and learning from the community is still the most reliable path to success.
Top comments (1)
This frustration is familiar to anyone who's built multiple Shopify apps. The resource picker specifically has changed a few times since App Bridge 2 to App Bridge 3 to the React-native version.
A few things that help with the version drift problem:
Shopify API Versioning Changelog — Shopify publishes a quarterly release schedule and a deprecation changelog at shopify.dev. When an API version hits 'deprecated,' you usually have 12 months before forced migration. Subscribing to the changelog or checking it at the start of each project is faster than discovering breakages.
Pin to a specific version string, not
unstable— Locking to a named version (e.g.2025-01) gives you predictable behavior during development. Unstable can change mid-project.Separate admin-facing from storefront-facing apps — Some of my apps use the Admin API to write content (like syncing WordPress posts into Shopify's Blog/Article API), while others are theme extensions that inject JavaScript into the storefront. The versioning challenges are different: admin API changes follow the quarterly cadence, while theme extension APIs are more stable but have different review requirements. Worth knowing which pattern you're building before you start.
Your conclusion about reading docs directly is right — the quarterly deprecation notices in the Shopify Partner Dashboard are more reliable than AI-generated code for APIs that change this frequently.
(Disclosure: I'm a Shopify app developer — WP Simple WordPress Feed and Prefetch.)
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