How to Test Caching in Vibecoded Apps
Caching bugs are insidious because they are intermittent and hard to reproduce. AI-generated apps often cache too aggressively (showing stale data) or not at all (hammering the server on every request). Testing caching behavior helps you find the right balance.
Last updated: 2026-03-14
Testing Browser and HTTP Caching
Check response headers for every important resource using DevTools Network tab. Static assets (images, CSS, JS) should have long Cache-Control max-age values with unique filenames that change on deploy (cache busting). API responses should have appropriate caching — public data can be cached briefly, but user-specific data should include Cache-Control: no-store or short max-age values.
Test cache behavior by deploying an update and verifying that users see the new version without a hard refresh. AI-generated apps often cache the main HTML file, causing users to load old JavaScript bundles that do not match the new API. Verify that index.html has Cache-Control: no-cache so the browser always checks for updates, while hashed asset files can be cached indefinitely.
Testing Application-Level Data Caching
If your app uses client-side caching (React Query, SWR, Apollo cache), test that data updates are reflected across the app. Update a record through the API and verify the cached version updates on the next request. AI-generated caching configurations often cache data forever without revalidation, showing users stale information indefinitely.
Test cache invalidation after mutations. When a user creates, updates, or deletes a record, related cached queries should be invalidated or updated. For example, after creating a new item, the items list should include the new item without requiring a page refresh. Many vibecoded apps require the user to manually refresh to see their own changes.
Testing CDN and Service Worker Caching
If your app uses a CDN like Cloudflare or Vercel Edge, test that cache purging works after deployment. Access your app from different geographic locations (using a VPN) and verify content consistency. CDN caches can serve stale content for hours if purging is not configured correctly after deploys.
If your app registers a service worker, test its caching strategy carefully. Navigate offline and verify that cached pages work. Then go back online and verify the service worker fetches updates. AI-generated service workers often use cache-first strategies that prevent users from ever seeing updates. Test the update flow: deploy a change, verify the service worker detects the update, and confirm the user sees fresh content.
Frequently Asked Questions
How do I test caching without waiting for cache expiry?
Clear the browser cache manually, use DevTools 'Disable cache' option, or test in incognito mode. For CDN caching, use cache purge APIs. For application caching, you can often clear the cache through DevTools Application tab.
Why do users see old content after I deploy updates?
This usually means static assets are cached without proper cache busting (filename hashing). Ensure your build process generates unique filenames for each build and that your HTML file is not aggressively cached. Also check for service workers that serve stale cached content.
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