Use when Edge computing mastery. Cloudflare Workers, Vercel Edge Functions, Durable Objects, edge-compatible data patterns, cold start elimination, caching policies (Stale-While-Revalidate), and global data locality. Use when designing globally distributed, extreme low-latency applications architectures.
Scanned 9/27/2026
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---
name: edge-computing
description: "Use when Edge computing mastery. Cloudflare Workers, Vercel Edge Functions, Durable Objects, edge-compatible data patterns, cold start elimination, caching policies (Stale-While-Revalidate), and global data locality. Use when designing globally distributed, extreme low-latency applications architectures."
version: 5.0.0
last-updated: 2026-09-13
skills:
- nextjs-react-expert
- local-first-architecture
- backend-security-expert
tools: Read, Grep, Glob, Bash, Edit, Write
scripts-binding:
- .agent/scripts/lint_runner.js
- .agent/scripts/verify_all.js
---
# Edge Computing — Global Latency Mastery
---
## 🛠️ Technical Architecture & Reference Recipes
---
## Hallucination Traps (Read First)
- ❌ Importing Node.js-only APIs (fs, net, child_process) in edge functions -> ✅ Edge runtime has NO Node.js APIs; use Web APIs only
- ❌ Using `global` or module-level mutable state in edge -> ✅ Edge functions are stateless across requests; use KV/Durable Objects for state
- ❌ Assuming edge functions have unlimited execution time -> ✅ Cloudflare Workers: 30s, Vercel Edge: 25s; design for millisecond responses
---
---
## 1. The Edge Model (V8 Isolates vs Node.js)
Edge functions (Cloudflare Workers, Vercel Edge) run on V8 Isolates, NOT standard Node.js environments.
**What This Means:**
1. Extremely fast cold starts (< 5ms) because there is no underlying OS process bootup.
2. Hard memory/time limits per request (e.g., 50ms CPU time max).
3. **NO NATIVE NODE MODULES.** You cannot use `fs`, `child_process`, or heavy native C++ binaries (e.g., standard `bcrypt`, `sharp`).
```typescript
// ❌ BAD: Attempting to use Node native core modules
import fs from 'fs';
import bcrypt from 'bcrypt'; // Has C++ bindings, will instantly crash on V8 edge
// ✅ GOOD: Utilizing standard Web APIs (Fetch, CryptoKey)
const hashBuffer = await crypto.subtle.digest('SHA-256', new TextEncoder().encode(password));
```
---
## 2. Advanced Route Caching (Stale-While-Revalidate)
The highest value proposition of the edge is intercepting requests _before_ they cross the ocean.
```typescript
// Standard Edge Proxy request handling
export default {
async fetch(request, env, ctx) {
const url = new URL(request.url);
// 1. Cache API responses at the edge
const cache = caches.default;
let response = await cache.match(request);
if (!response) {
// 2. Fetch Origin (The real server in Virginia)
response = await fetch(request);
// 3. Mutate Headers for SWR (Stale-While-Revalidate)
// Instructs the Edge CDN: Serve the stale version instantly to the user,
// but fire an async request in the background to update the cache for the next user.
response = new Response(response.body, response);
response.headers.set('Cache-Control', 's-maxage=60, stale-while-revalidate=86400');
// 4. Store in Cache asynchronously (do not block the user response)
ctx.waitUntil(cache.put(request, response.clone()));
}
return response;
},
};
```
---
## 3. Edge Data Locality (The Database Problem)
Running logic globally while querying a monolithic database in `us-east-1` is counter-productive. The latency of establishing a connection across the Atlantic will negate any Edge benefits.
### Solutions:
1. **Edge KV Stores**: (Cloudflare KV, Vercel KV) Eventually consistent, highly localized read-latency configs suitable for configuration routing, user sessions, or feature flags.
2. **Distributed SQLite**: (Cloudflare D1, Turso) Replicas distributed to edge nodes automatically.
3. **Connection Pooling**: Use an HTTP/Connection Pool proxy strictly (e.g., Prisma Accelerate, Supabase Edge Pooler). You cannot establish TCP `pg://` connections directly from millions of spinning V8 isolates, you will OOM crash the database.
```typescript
// ✅ Turso / LibSQL (Distributed Edge DB) usage:
import { createClient } from '@libsql/client/web';
const client = createClient({
url: env.TURSO_DATABASE_URL,
authToken: env.TURSO_AUTH_TOKEN,
});
const result = await client.execute('SELECT * FROM users WHERE id = ?', [userId]);
```
---
## 4. WebSockets at the Edge (Durable Objects)
Standard Edge functions are stateless. To hold persistent state (like a live multiplayer gaming room, or a chat room's WebSocket connections across multiple users), you must funnel those connections into a single point of state: a Durable Object.
```typescript
// A Durable Object serves as a single source of truth that users globally connect into
export class ChatRoom {
constructor(state, env) {
this.state = state;
this.sessions = [];
}
async fetch(request) {
// Upgrade standard HTTP to WebSocket
const pair = new WebSocketPair();
// Accept connection, store it globally
this.sessions.push(pair.server);
pair.server.accept();
// Handle incoming Chat messages
pair.server.addEventListener('message', msg => {
// Broadcast to all other connected edge users
this.sessions.forEach(session => session.send(msg.data));
});
return new Response(null, { status: 101, webSocket: pair.client });
}
}
```
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