Core Web Vitals Tuner
Improve LCP, INP, and CLS systematically.
LCP Optimization (<2.5s)
Prioritized Fixes:
Optimize images (Biggest impact)


Preload LCP resource
Inline critical CSS
Use CDN
Serve images from CloudFront/Cloudflare Enable HTTP/2 or HTTP/3 INP Optimization (<200ms)
Fixes:
Debounce expensive interactions
import { debounce } from "lodash";
const handleSearch = debounce((query) => { fetchResults(query); }, 300);
Use Web Workers for heavy tasks
const worker = new Worker("processor.js"); worker.postMessage(largeData); worker.onmessage = (e) => console.log(e.data);
Code splitting
const HeavyComponent = lazy(() => import("./HeavyComponent"));
CLS Optimization (<0.1)
Fixes:
Reserve space for images/ads

Use CSS aspect-ratio
.video-container { aspect-ratio: 16 / 9; }
Avoid injecting content above existing
.notification { position: fixed; top: 0; }
Verification
Lighthouse CI
npm run lighthouse -- --url=https://example.com
Web Vitals in production
import { getCLS, getFID, getLCP } from 'web-vitals';
getCLS(console.log); getFID(console.log); getLCP(console.log);
Output Checklist LCP optimized (<2.5s) INP optimized (<200ms) CLS optimized (<0.1) Monitoring in place Performance regression tests ENDFILE