Front-end
- Analyze the waterfall and find gaps in time between loading landmarks. I like WebPageTest
- Test on different devices and geographic locations
- Use Search Console to identify pages with bad web vitals metrics.
- Look for pages that have the same types of issues so the solution is magnified across the site
- Use CrUX to get bad pages and filter by device, etc.
- Same process as search console
- Use PageSpeed to get performance tips and basic metrics.
- Use Yellow Lab Tools to find issues with compression and requests.
- Use Treo to see the distribution of CWV data and compare it.
- Reduce blocking and see if you can self-host critical assets (CSS, JS, Font, LCP element if image).
- Add measurements with performance observer to measure blocking time for the
<head> or individual components
- Use RUM tools to analyze the last mile
- Where is it slow?
- Under what conditions?
- Profile in DevTools
- Find and fix long tasks
- Highlight painting and layout shifts. Throttle it to slow down the shifts and help highlight issues.
Backend
- Use the page cache hit rate from server side metrics or CDN to find misses and potential improvements
- Examine server-side performance with APM. See if your server load is spiking or if servers are scaled accordingly.
- Find slow DB queries. Add anything above a threshold to a searchable log (e.g. > 50ms)
- Find object cache misses for slow for frequent queries on the backend. Use in-memory caching for these.
- Add the Server-Timing header and consume on the front-end.