Rendering Patterns

Web Rendering Patterns

Overview

Rendering determines when and where HTML is generated. Each pattern has distinct performance, SEO, and infrastructure implications.

Rendering Pattern Summary

Client-Side Rendering (CSR)

Browser generates HTML using JavaScript after page load.

Flow

1. Browser requests page
2. Server returns minimal HTML shell + JS bundle
3. JS executes in browser
4. JS fetches data from API
5. JS renders HTML into DOM

Timeline

Request → Empty Shell → JS Downloads → JS Executes → Data Fetches → Content Visible
         [--------------- Time to Interactive (slow) ---------------]

Characteristics

• First Contentful Paint (FCP): Slow (waiting for JS)
• Time to Interactive (TTI): Slow (JS must execute + fetch data)
• SEO: Poor (crawlers see empty shell unless they execute JS)
• Server load: Low (static files only)
• Caching: Easy (static assets)

When to Use

• Authenticated dashboards (no SEO needed)
• Highly interactive apps
• Real-time data that can't be pre-rendered
• When server infrastructure is limited

Code Pattern

// Pure CSR - data fetched in browser
function ProductPage() {
  const [product, setProduct] = useState(null);
  
  useEffect(() => {
    fetch('/api/products/123')
      .then(res => res.json())
      .then(setProduct);
  }, []);
  
  if (!product) return <Loading />;
  return <Product data={product} />;
}

Server-Side Rendering (SSR)

Server generates complete HTML for each request.

Flow

1. Browser requests page
2. Server fetches data
3. Server renders HTML with data
4. Server sends complete HTML
5. Browser displays content immediately
6. JS hydrates for interactivity

Timeline

Request → Server Fetches Data → Server Renders → HTML Sent → Content Visible → Hydration → Interactive
          [--- Server Time ---]                              [--- Hydration ---]

Characteristics

• FCP: Fast (complete HTML from server)
• TTI: Depends on hydration time
• SEO: Excellent (full HTML for crawlers)
• Server load: High (render on every request)
• Caching: Complex (varies by user/request)

When to Use

• SEO-critical pages with dynamic content
• Personalized content (user-specific)
• Frequently changing data
• Pages that need fresh data on every request

Code Pattern (Framework-agnostic concept)

// Server-side: runs on each request
async function renderPage(request) {
  const data = await fetchData(request.params.id);
  const html = renderToString(<Page data={data} />);
  return html;
}

Static Site Generation (SSG)

HTML generated once at build time.

Flow

Build Time:
1. Build process fetches all data
2. Generates HTML for all pages
3. Outputs static files

Runtime:
1. Browser requests page
2. CDN serves pre-built HTML instantly

Timeline

Request → CDN Cache Hit → HTML Delivered → Content Visible (instant)

Characteristics

• FCP: Fastest (pre-built, CDN-cached)
• TTI: Fast (minimal JS, or none)
• SEO: Excellent (complete HTML)
• Server load: None at runtime (static files)
• Caching: Trivial (immutable until next build)

When to Use

• Blogs, documentation, marketing pages
• Content that changes infrequently
• Pages where all possible URLs are known at build time
• Maximum performance is required

Limitations

• Content stale until rebuild
• Build time grows with page count
• Can't handle dynamic routes unknown at build time
• Personalization requires client-side hydration

Incremental Static Regeneration (ISR)

SSG with automatic background regeneration.

Flow

1. Initial build generates static pages
2. Pages served from cache
3. After revalidation time expires:
   - Serve stale page (fast)
   - Regenerate in background
   - Next request gets fresh page

Revalidation Strategies

Time-based:

Page generated → Serve for 60 seconds → Regenerate on next request after 60s

On-demand:

CMS publishes → Webhook triggers regeneration → Page updated immediately

Characteristics

• FCP: Fast (cached HTML)
• Freshness: Configurable (seconds to hours)
• SEO: Excellent
• Server load: Low (regenerate occasionally)
• Scalability: High (mostly static)

When to Use

• E-commerce product pages
• News sites
• Content that updates but not real-time
• High-traffic pages that need freshness

Streaming / Progressive Rendering

Server sends HTML in chunks as data becomes available.

Flow

1. Browser requests page
2. Server immediately sends HTML shell
3. Server fetches data (possibly in parallel)
4. Server streams HTML chunks as ready
5. Browser renders progressively

Timeline

Request → Shell Sent → [Chunk 1 Streams] → [Chunk 2 Streams] → Complete
          [Visible]    [More Visible]      [Fully Visible]

Characteristics

• FCP: Very fast (shell immediate)
• TTFB: Fast (no waiting for all data)
• User Experience: Progressive disclosure
• Complexity: Higher implementation

When to Use

• Pages with multiple data sources
• Slow API dependencies
• Long pages where top should render first
• Improving perceived performance

Rendering Decision Flowchart

Does the page need SEO?
├── No → Does it need real-time data?
│        ├── Yes → CSR
│        └── No → SSG or CSR
│
└── Yes → Is content the same for all users?
          ├── Yes → Does content change often?
          │         ├── Rarely → SSG
          │         ├── Sometimes → ISR
          │         └── Every request → SSR
          │
          └── No (personalized) → SSR with caching strategies

Hybrid Approaches

Modern apps mix patterns per route:

Performance Metrics Impact

Deep Dive: Understanding How Rendering Actually Works

What Does "Rendering" Actually Mean?

Rendering is the process of converting your application code into HTML that a browser can display. Understanding this deeply requires knowing what happens at each layer.

The Rendering Pipeline:

Your Code (JSX, Vue template, Svelte)
        ↓
Framework Virtual Representation (Virtual DOM, reactive graph)
        ↓
HTML String or DOM Operations
        ↓
Browser's DOM Tree
        ↓
Browser's Render Tree (DOM + CSS)
        ↓
Layout (position, size calculations)
        ↓
Paint (pixels on screen)
        ↓
Composite (layers combined)

When we say "server rendering" vs "client rendering", we're talking about WHERE the first few steps happen.

The Fundamental Trade-off: Work Location

Every web page requires work to be done. The question is: who does the work?

SERVER RENDERING:
┌─────────────────────────────────────────────────────────────────┐
│ SERVER (powerful, shared)                                       │
│                                                                 │
│  [Fetch Data] → [Build HTML String] → [Send HTML]              │
│                                                                 │
└─────────────────────────────────────────────────────────────────┘
                                          │
                                          ▼
┌─────────────────────────────────────────────────────────────────┐
│ CLIENT (varies, individual)                                     │
│                                                                 │
│  [Parse HTML] → [Build DOM] → [Display]                        │
│                                                                 │
└─────────────────────────────────────────────────────────────────┘


CLIENT RENDERING:
┌─────────────────────────────────────────────────────────────────┐
│ SERVER (powerful, shared)                                       │
│                                                                 │
│  [Send static JS bundle]                                        │
│                                                                 │
└─────────────────────────────────────────────────────────────────┘
                                          │
                                          ▼
┌─────────────────────────────────────────────────────────────────┐
│ CLIENT (varies, individual)                                     │
│                                                                 │
│  [Download JS] → [Execute JS] → [Fetch Data] → [Build DOM]     │
│                                                                 │
└─────────────────────────────────────────────────────────────────┘

Server rendering: Server does more work, client does less Client rendering: Server does less work, client does more

How Server-Side Rendering Works Internally

When a server renders HTML, it runs your component code to produce a string:

// What your React component looks like
function ProductPage({ product }) {
  return (
    <div className="product">
      <h1>{product.name}</h1>
      <p>${product.price}</p>
    </div>
  );
}

// What the server actually does (simplified)
function renderToString(component) {
  // 1. Execute component function
  const virtualDOM = component({ product: { name: 'Shoes', price: 99 } });
  
  // 2. virtualDOM is a tree structure:
  // {
  //   type: 'div',
  //   props: { className: 'product' },
  //   children: [
  //     { type: 'h1', children: ['Shoes'] },
  //     { type: 'p', children: ['$99'] }
  //   ]
  // }
  
  // 3. Convert tree to HTML string
  return '<div class="product"><h1>Shoes</h1><p>$99</p></div>';
}

The server runs JavaScript to produce HTML. It's executing your React/Vue/Svelte code, but instead of updating a browser DOM, it builds a string.

How Client-Side Rendering Works Internally

CSR works differently - it manipulates the live DOM:

// Browser receives empty HTML:
// <div id="root"></div>

// JavaScript bundle executes:
const root = document.getElementById('root');

// Framework creates elements and appends them
const div = document.createElement('div');
div.className = 'product';

const h1 = document.createElement('h1');
h1.textContent = 'Shoes';

const p = document.createElement('p');
p.textContent = '$99';

div.appendChild(h1);
div.appendChild(p);
root.appendChild(div);

// Each DOM operation triggers browser work

Every DOM manipulation can trigger layout and paint. This is why virtual DOM exists - to batch changes.

Why SSG is Fastest: CDN Edge Caching

Static Site Generation's speed comes from CDN distribution:

Traditional SSR:
User (Tokyo) → Request → Origin Server (New York) → Process → Response
              [───────────── 200-500ms ──────────────]

Static + CDN:
User (Tokyo) → Request → CDN Edge (Tokyo) → Cache Hit → Response
              [──────────── 20-50ms ────────────]

How CDNs Work:

First Request (cache miss):
1. User requests /products
2. CDN edge has no cache
3. Request goes to origin
4. Origin returns HTML
5. CDN caches it
6. User receives response

Subsequent Requests (cache hit):
1. User requests /products
2. CDN edge has cached HTML
3. Immediate response (no origin contact)

With SSG, the HTML is pre-built and distributed to CDN edges worldwide BEFORE any user requests it.

ISR: How Stale-While-Revalidate Works

ISR combines caching with freshness. Understanding the timeline is key:

Build Time: Page generated, cached with revalidate: 60

Timeline:
[0s]     Page built, served to all users
[30s]    User A requests → Gets cached page (age: 30s, still fresh)
[60s]    Page is now "stale" but still cached
[61s]    User B requests → Gets stale page immediately
         Background: Server regenerates page
[62s]    New page ready, replaces old in cache
[70s]    User C requests → Gets fresh page (age: 8s)

The key insight: the user who triggers revalidation gets the stale page. The NEXT user gets fresh content. This is "stale-while-revalidate" strategy.

Streaming: How HTTP Chunked Transfer Works

Streaming isn't magic - it uses HTTP's chunked transfer encoding:

Normal Response:
HTTP/1.1 200 OK
Content-Length: 5000

[...waits until all 5000 bytes ready...]
[...sends all at once...]


Chunked/Streaming Response:
HTTP/1.1 200 OK
Transfer-Encoding: chunked

100                          ← Chunk size in hex (256 bytes)
<html><head>...</head><body> ← Actual content
0                            ← More chunks coming

200                          ← Next chunk (512 bytes)
<main>Content here...</main>
0

0                            ← Final chunk (0 means done)

The browser can start rendering BEFORE the full response arrives.

React Streaming Example:

// Server Component
async function Page() {
  return (
    <html>
      <body>
        <Header />  {/* Immediate - no data */}
        
        <Suspense fallback={<LoadingSkeleton />}>
          <SlowDataComponent />  {/* Streams when ready */}
        </Suspense>
        
        <Footer />  {/* Immediate - no data */}
      </body>
    </html>
  );
}

// What gets streamed:
// Chunk 1: <html><body><Header>...</Header><LoadingSkeleton />
// [... server fetching SlowDataComponent data ...]
// Chunk 2: <script>swapContent('slow-component', '<SlowData>...</SlowData>')</script>
// Chunk 3: <Footer>...</Footer></body></html>

Time to First Byte (TTFB) vs Time to Last Byte

Understanding these metrics clarifies rendering tradeoffs:

CSR Request:
[Request]─────[TTFB: 50ms]─────[TTLB: 100ms]
              Small static file, fast to send

SSR Request (blocking):
[Request]─────────────────────[TTFB: 500ms]─────[TTLB: 520ms]
              Server processing delays first byte

SSR Request (streaming):
[Request]───[TTFB: 50ms]─────────────────────────[TTLB: 500ms]
            Shell immediate      Content streams progressively

Streaming improves TTFB dramatically while allowing complex server work.

The N+1 Problem in Rendering

Both SSR and CSR can suffer from N+1 data fetching:

// Waterfall problem
async function ProductsPage() {
  const products = await fetch('/api/products');  // 1 request
  
  return products.map(product => (
    <Product 
      product={product}
      reviews={await fetch(`/api/reviews/${product.id}`)}  // N requests
    />
  ));
}

// If you have 50 products = 51 requests (serial!)
// Each awaits the previous = massive latency

Solution - Parallel fetching:

async function ProductsPage() {
  const products = await fetch('/api/products');
  
  // Fetch all reviews in parallel
  const reviewsPromises = products.map(p => 
    fetch(`/api/reviews/${p.id}`)
  );
  const reviews = await Promise.all(reviewsPromises);
  
  // Now render with all data
}

Cache Invalidation: The Hard Problem

"There are only two hard things in Computer Science: cache invalidation and naming things."

Problem Scenario:
1. Page generated with product price $99
2. Price changes to $89 in database
3. Cached page still shows $99
4. User sees wrong price

Cache Strategies:

TIME-BASED (ISR):
- Revalidate every 60 seconds
- Pros: Simple, predictable
- Cons: Up to 60s stale data

EVENT-BASED (On-demand revalidation):
- CMS webhook triggers rebuild
- Pros: Immediate freshness
- Cons: Complex, webhook reliability

CACHE TAGS:
- Tag pages by dependency: ['product-123', 'category-shoes']
- Invalidate by tag when data changes
- Pros: Precise invalidation
- Cons: Complex dependency tracking

Edge Rendering vs Origin Rendering

Modern architectures introduce edge computing:

ORIGIN RENDERING (traditional SSR):
User → CDN Edge → Origin Server (single location) → Response
       [20ms]     [─────── 200ms ───────]

EDGE RENDERING:
User → CDN Edge (runs your code) → Response
       [──────── 50ms ───────]
       No origin round-trip needed

EDGE + ORIGIN:
User → Edge (static parts) → Origin (dynamic parts)
       [──── 50ms ────]     [─── 150ms for dynamic ───]
       Shell immediate       Data streams in

Edge functions run your server code geographically close to users. Platforms like Cloudflare Workers, Vercel Edge, Deno Deploy enable this.

Memory and CPU: The Rendering Costs

CSR Memory Pattern:

Browser Memory Over Time:
[Page Load] → [JS Parsed: 50MB heap] → [App Runs: 80MB] → [Navigation: 100MB] → ...
                                       Memory grows, garbage collected periodically
                                       Memory leaks possible if state not cleaned

SSR Memory Pattern:

Server Memory Per Request:
[Request] → [Render: 20MB allocated] → [Response Sent] → [Memory freed]
            Fresh start each request
            No memory leaks across requests
            But: concurrent requests = concurrent memory

CPU Considerations:

CSR: Each user's device does rendering work
     1000 users = 1000 CPUs doing work (distributed)

SSR: Server does all rendering work
     1000 users = 1 server CPU doing 1000x work (concentrated)
     
Solution: Caching (SSG/ISR) or scaling servers

When to Use What: Deep Analysis

Choose CSR when:

• Users are authenticated (can't cache anyway)
• Data is real-time (WebSockets, polling)
• Heavy interactivity (dashboards, editors)
• Server costs must be minimal
• SEO doesn't matter

Choose SSR when:

• SEO is critical AND data is dynamic
• Personalization needed (user-specific content)
• Data changes every request
• You can handle server costs
• First paint must include real content

Choose SSG when:

• Content changes rarely (docs, blogs)
• All URLs known at build time
• Maximum performance needed
• Minimal server infrastructure
• Content is same for all users

Choose ISR when:

• Content changes but not constantly
• SEO needed but data updates
• Can tolerate brief staleness
• Want SSG benefits with some dynamism

Choose Streaming when:

• Parts of page have slow data dependencies
• Want fast first paint with SSR
• Page has mixed static/dynamic content
• User experience during load matters

For Framework Authors: Implementing Rendering Systems

Implementation Note: The patterns and code examples below represent one proven approach to building rendering systems. There are many valid implementation strategies—the direction shown here is based on patterns from React, Preact, Solid, and other frameworks. Your implementation may differ based on your virtual DOM design, component model, and performance goals. Use these as architectural guidance rather than prescriptive solutions.

Building a Server-Side Renderer

Core SSR implementation for React-like frameworks:

// MINIMAL SSR IMPLEMENTATION

// 1. Component to HTML string conversion
function renderToString(element) {
  if (typeof element === 'string' || typeof element === 'number') {
    return escapeHtml(String(element));
  }
  
  if (element === null || element === undefined || element === false) {
    return '';
  }
  
  if (Array.isArray(element)) {
    return element.map(renderToString).join('');
  }
  
  const { type, props } = element;
  
  // Function component
  if (typeof type === 'function') {
    const result = type(props);
    return renderToString(result);
  }
  
  // HTML element
  const attributes = renderAttributes(props);
  const children = renderToString(props.children);
  
  // Void elements (no closing tag)
  if (VOID_ELEMENTS.has(type)) {
    return `<${type}${attributes}>`;
  }
  
  return `<${type}${attributes}>${children}</${type}>`;
}

function renderAttributes(props) {
  return Object.entries(props || {})
    .filter(([key]) => key !== 'children' && !key.startsWith('on'))
    .map(([key, value]) => {
      if (key === 'className') key = 'class';
      if (key === 'htmlFor') key = 'for';
      if (typeof value === 'boolean') {
        return value ? ` ${key}` : '';
      }
      return ` ${key}="${escapeHtml(String(value))}"`;
    })
    .join('');
}

// 2. Full HTML document wrapper
function renderDocument(app, { head, scripts, styles }) {
  return `<!DOCTYPE html>
<html>
<head>
  <meta charset="utf-8">
  ${head}
  ${styles.map(s => `<link rel="stylesheet" href="${s}">`).join('\n')}
</head>
<body>
  <div id="app">${app}</div>
  ${scripts.map(s => `<script src="${s}"></script>`).join('\n')}
</body>
</html>`;
}

// 3. Server handler
async function handleSSR(request) {
  const url = new URL(request.url);
  const route = matchRoute(url.pathname);
  
  // Fetch data on server
  const data = await route.loader?.({ request, params: route.params });
  
  // Render component tree
  const app = renderToString(
    createElement(route.component, { data })
  );
  
  // Serialize data for hydration
  const serializedData = `<script>window.__DATA__=${JSON.stringify(data)}</script>`;
  
  const html = renderDocument(app, {
    head: renderHead(route),
    scripts: ['/client.js'],
    styles: ['/styles.css'],
  }) + serializedData;
  
  return new Response(html, {
    headers: { 'Content-Type': 'text/html' },
  });
}

Implementing Streaming SSR

// STREAMING SSR IMPLEMENTATION

async function* renderToStream(element, context) {
  // Yield shell immediately
  yield '<!DOCTYPE html><html><head></head><body><div id="app">';
  
  // Render with suspense boundaries
  yield* renderWithSuspense(element, context);
  
  // Yield closing tags
  yield '</div></body></html>';
}

async function* renderWithSuspense(element, context) {
  if (element.type === Suspense) {
    const suspenseId = context.nextSuspenseId++;
    
    // Yield fallback immediately
    yield `<template id="S:${suspenseId}">`;
    yield renderToString(element.props.fallback);
    yield `</template>`;
    
    // Start async work
    context.pendingBoundaries.push({
      id: suspenseId,
      promise: renderChildren(element.props.children, context),
    });
    
    return;
  }
  
  // Regular element - render synchronously
  yield renderToString(element);
}

// Stream pending boundaries as they complete
async function* flushPendingBoundaries(context) {
  while (context.pendingBoundaries.length > 0) {
    const completed = await Promise.race(
      context.pendingBoundaries.map(b => 
        b.promise.then(html => ({ id: b.id, html }))
      )
    );
    
    // Remove from pending
    context.pendingBoundaries = context.pendingBoundaries.filter(
      b => b.id !== completed.id
    );
    
    // Yield swap script
    yield `<script>
      const template = document.getElementById('S:${completed.id}');
      const content = document.createElement('div');
      content.innerHTML = ${JSON.stringify(completed.html)};
      template.replaceWith(content.firstChild);
    </script>`;
  }
}

// HTTP handler with streaming
async function handleStreamingSSR(request) {
  const stream = new ReadableStream({
    async start(controller) {
      const context = {
        nextSuspenseId: 0,
        pendingBoundaries: [],
      };
      
      // Stream initial content
      for await (const chunk of renderToStream(<App />, context)) {
        controller.enqueue(new TextEncoder().encode(chunk));
      }
      
      // Stream pending boundaries
      for await (const chunk of flushPendingBoundaries(context)) {
        controller.enqueue(new TextEncoder().encode(chunk));
      }
      
      controller.close();
    },
  });
  
  return new Response(stream, {
    headers: {
      'Content-Type': 'text/html',
      'Transfer-Encoding': 'chunked',
    },
  });
}

Building a Static Site Generator

// STATIC SITE GENERATOR IMPLEMENTATION

async function buildStaticSite(config) {
  const routes = await discoverRoutes(config.pagesDir);
  const outputDir = config.outputDir;
  
  // Parallel build with concurrency limit
  const limit = pLimit(10);
  
  await Promise.all(
    routes.map(route => 
      limit(async () => {
        console.log(`Building ${route.path}...`);
        
        // For dynamic routes, get all possible values
        if (route.isDynamic) {
          const paths = await route.getStaticPaths();
          await Promise.all(
            paths.map(p => buildPage(route, p, outputDir))
          );
        } else {
          await buildPage(route, {}, outputDir);
        }
      })
    )
  );
  
  // Copy static assets
  await copyDir(config.publicDir, outputDir);
  
  // Generate sitemap
  await generateSitemap(routes, outputDir);
}

async function buildPage(route, params, outputDir) {
  // Fetch data at build time
  const data = await route.loader?.({ params });
  
  // Render to string
  const html = renderToString(
    createElement(route.component, { data, params })
  );
  
  // Wrap in document
  const fullHtml = renderDocument(html, {
    head: renderHead(route, data),
    scripts: route.hasInteractivity ? ['/hydrate.js'] : [],
    styles: ['/styles.css'],
  });
  
  // Write to file
  const filePath = path.join(outputDir, route.path, 'index.html');
  await mkdir(path.dirname(filePath), { recursive: true });
  await writeFile(filePath, fullHtml);
}

Implementing ISR (Incremental Static Regeneration)

// ISR IMPLEMENTATION

class ISRCache {
  constructor() {
    this.cache = new Map();
    this.regenerating = new Set();
  }
  
  async get(key, regenerate, { revalidate = 60 }) {
    const entry = this.cache.get(key);
    const now = Date.now();
    
    if (entry) {
      const age = (now - entry.timestamp) / 1000;
      
      // Fresh - return cached
      if (age < revalidate) {
        return { html: entry.html, status: 'HIT' };
      }
      
      // Stale - return cached but regenerate in background
      if (!this.regenerating.has(key)) {
        this.regenerating.add(key);
        this.regenerateInBackground(key, regenerate);
      }
      
      return { html: entry.html, status: 'STALE' };
    }
    
    // Miss - generate synchronously
    const html = await regenerate();
    this.cache.set(key, { html, timestamp: now });
    
    return { html, status: 'MISS' };
  }
  
  async regenerateInBackground(key, regenerate) {
    try {
      const html = await regenerate();
      this.cache.set(key, { html, timestamp: Date.now() });
    } finally {
      this.regenerating.delete(key);
    }
  }
  
  // On-demand revalidation
  revalidate(key) {
    this.cache.delete(key);
  }
  
  // Revalidate by tag
  revalidateTag(tag) {
    for (const [key, entry] of this.cache) {
      if (entry.tags?.includes(tag)) {
        this.cache.delete(key);
      }
    }
  }
}

// HTTP handler with ISR
const isrCache = new ISRCache();

async function handleISR(request) {
  const url = new URL(request.url);
  const route = matchRoute(url.pathname);
  
  const { html, status } = await isrCache.get(
    url.pathname,
    async () => {
      const data = await route.loader({ request });
      return renderToString(createElement(route.component, { data }));
    },
    { revalidate: route.revalidate || 60 }
  );
  
  return new Response(html, {
    headers: {
      'Content-Type': 'text/html',
      'X-Cache-Status': status,
      'Cache-Control': `s-maxage=${route.revalidate}, stale-while-revalidate`,
    },
  });
}

Edge Rendering Architecture

// EDGE RENDERING IMPLEMENTATION

// Edge-compatible rendering (V8 isolates)
export default {
  async fetch(request, env, ctx) {
    const url = new URL(request.url);
    
    // Check edge cache first
    const cacheKey = new Request(url.toString(), request);
    const cache = caches.default;
    let response = await cache.match(cacheKey);
    
    if (!response) {
      // Render at edge
      const html = await renderPage(url.pathname, {
        // Edge has access to geolocation
        country: request.cf?.country,
        city: request.cf?.city,
      });
      
      response = new Response(html, {
        headers: {
          'Content-Type': 'text/html',
          'Cache-Control': 's-maxage=60',
        },
      });
      
      // Cache at edge
      ctx.waitUntil(cache.put(cacheKey, response.clone()));
    }
    
    return response;
  },
};

// Personalization at the edge
async function renderPage(pathname, context) {
  const route = matchRoute(pathname);
  
  // Personalize based on location
  const data = await route.loader({
    country: context.country,
    locale: countryToLocale(context.country),
  });
  
  return renderToString(createElement(route.component, { data }));
}

Related Skills

• See web-app-architectures for SPA vs MPA
• See seo-fundamentals for SEO implications
• See hydration-patterns for hydration strategies