Testing Gatsby Sites Built with AI
Gatsby's GraphQL data layer and plugin ecosystem provide powerful static site generation, but AI-generated Gatsby code often produces incorrect queries, misconfigures plugins, and creates pages with missing data. DidItWork.app testers verify that your Gatsby site renders correctly and all features work as expected in the production build.
Last updated: 2026-03-14
GraphQL and Data Layer Issues
AI-generated Gatsby sites frequently contain GraphQL queries that work in development but fail in production. Queries may reference fields that do not exist in the schema, use incorrect filter syntax, or fail to handle null values in source data.
Gatsby's image processing pipeline is another common failure point. AI tools generate image queries with incorrect transformations, broken lazy loading, or missing alt attributes. The result is pages with broken images, placeholder images that never resolve, or images that load at the wrong dimensions.
Testers on DidItWork.app visit every page of your Gatsby site, verifying that content displays correctly, images load properly, and data-driven pages contain all expected information. They catch the gaps that automated build checks miss.
Plugin Configuration and Compatibility Issues
Gatsby's plugin ecosystem is extensive, and AI tools frequently configure plugins with incorrect options, incompatible versions, or conflicting settings. Source plugins may fail to fetch data, transformer plugins may produce incorrect output, and SEO plugins may generate malformed meta tags.
AI-generated gatsby-config files sometimes include plugins that are deprecated or no longer maintained, leading to build warnings that hide genuine errors. Plugin ordering matters in Gatsby, and AI tools rarely get this right, causing data transformation pipelines to break.
Testers verify the end result: that all pages render, that meta tags are correct, that images are optimized, and that third-party integrations like CMS content and analytics work properly.
What Testers Check on Your Gatsby Site
Testers evaluate your production Gatsby build comprehensively. They test page navigation, link prefetching behavior, dynamic client-only routes, and any server-side rendered or deferred static generation pages. They verify that the site works correctly with and without JavaScript.
Client-only routes in Gatsby are a frequent source of bugs. AI tools generate client-only routes that flash a 404 page before rendering, lose state on refresh, or fail to handle direct URL access. Testers check all of these scenarios.
Frequently Asked Questions
Can testers find issues that only appear in the Gatsby production build?
Since testers work with your deployed site, they are testing the production build by default. This means they catch issues like failed static queries, broken image processing, and missing pages that only manifest after the build step.
Do testers check Gatsby sites connected to headless CMS platforms?
Yes. Testers verify that CMS content appears correctly on all pages, that dynamic content updates are reflected, and that content-driven features like search and filtering work with real CMS data.
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