Vercel Known Pitfalls

Overview

Catalog of the most common Vercel anti-patterns with severity ratings, detection methods, and fixes. Organized by category: secret exposure, serverless function mistakes, edge runtime violations, configuration errors, and cost traps.

Prerequisites

• Access to Vercel codebase for review
• Understanding of Vercel's deployment model
• Familiarity with

  vercel-common-errors

  for error codes

Instructions

Category 1: Secret Exposure (Critical)

P1: Secrets in NEXT_PUBLIC_ variables

// BAD — exposed in client JavaScript bundle, visible to anyone
const apiKey = process.env.NEXT_PUBLIC_API_SECRET;
// This value is inlined at build time into the browser bundle

// GOOD — server-only access
const apiKey = process.env.API_SECRET;
// Only accessible in serverless functions and server components

• Detection:

  grep -r 'NEXT_PUBLIC_.*SECRET\|NEXT_PUBLIC_.*KEY\|NEXT_PUBLIC_.*TOKEN' src/

• Fix: Remove

  NEXT_PUBLIC_

  prefix, rotate the exposed secret immediately

P2: Hardcoded credentials in source

// BAD
const client = new Client({ apiKey: 'sk_live_abc123' });

// GOOD
const client = new Client({ apiKey: process.env.API_KEY });

• Detection:

  grep -rE 'sk_live|sk_test|Bearer [a-zA-Z0-9]{20,}' src/ api/

• Fix: Move to environment variables, add pre-commit hook

P3: Secrets in vercel.json

// BAD — vercel.json is committed to git
{
  "env": { "API_KEY": "sk_live_abc123" }
}

// GOOD — use Vercel dashboard or CLI
// vercel env add API_KEY production

Category 2: Serverless Function Mistakes (High)

P4: Heavy initialization at module level

// BAD — runs on every cold start, adds 500ms+
import { PrismaClient } from '@prisma/client';
const prisma = new PrismaClient(); // Connects on import
const cache = await loadLargeDataset(); // Blocks cold start

// GOOD — lazy initialization
let prisma: PrismaClient | null = null;
function getDb() {
  if (!prisma) prisma = new PrismaClient();
  return prisma;
}

export default async function handler(req, res) {
  const db = getDb(); // Only connects on first request
  // ...
}

P5: Not returning responses from all code paths

// BAD — some paths don't return, causing NO_RESPONSE_FROM_FUNCTION
export default function handler(req, res) {
  if (req.method === 'GET') {
    res.json({ data: 'ok' });
  }
  // POST, PUT, DELETE — no response returned!
}

// GOOD
export default function handler(req, res) {
  if (req.method === 'GET') {
    return res.json({ data: 'ok' });
  }
  return res.status(405).json({ error: 'Method not allowed' });
}

P6: Ignoring function timeout limits

// BAD — no timeout awareness, function silently killed
export default async function handler(req, res) {
  const results = await processMillionRecords(); // Takes 5 minutes
  res.json(results);
}

// GOOD — chunk work, respect timeout
export default async function handler(req, res) {
  const batch = req.query.batch ?? 0;
  const results = await processBatch(batch, 100); // Process 100 at a time
  res.json({
    results,
    nextBatch: batch + 1,
    done: results.length < 100,
  });
}

P7: Connection pool exhaustion

// BAD — each function instance creates its own connection pool
// With 100 concurrent functions × 10 pool connections = 1000 DB connections
const pool = new Pool({ max: 10 });

// GOOD — use a connection pooler
// Use Prisma Accelerate, PgBouncer, or Supabase connection pooler
// Configure pool size to 1-2 per function instance
const pool = new Pool({ max: 2 });

Category 3: Edge Runtime Violations (High)

P8: Node.js APIs in edge functions

// BAD — these crash silently in Edge Runtime
export const config = { runtime: 'edge' };

import fs from 'fs';           // Not available
import path from 'path';       // Not available
import crypto from 'crypto';   // Use crypto.subtle instead
import { Buffer } from 'buffer'; // Use Uint8Array instead

// GOOD — Web Standard APIs
const hash = await crypto.subtle.digest('SHA-256', data);
const encoded = btoa(String.fromCharCode(...new Uint8Array(hash)));

• Detection:

  grep -rn "from 'fs'\|from 'path'\|from 'crypto'\|from 'child_process'" --include="*edge*" --include="*middleware*"

P9: Dynamic code evaluation in edge

// BAD — throws "Dynamic Code Evaluation not allowed"
export const config = { runtime: 'edge' };
const fn = new Function('return 42'); // Not allowed
eval('console.log("hi")');            // Not allowed

// GOOD — use static code only
const fn = () => 42;

Category 4: Configuration Errors (Medium)

P10: Missing environment variable scoping

# BAD — variable only in Production, preview deployments break
vercel env add DATABASE_URL production

# GOOD — add to all environments that need it
vercel env add DATABASE_URL production preview development

P11: Using deprecated builds property

// BAD (deprecated)
{
  "builds": [
    { "src": "api/**/*.ts", "use": "@vercel/node" }
  ]
}

// GOOD (current)
{
  "functions": {
    "api/**/*.ts": {
      "runtime": "nodejs20.x",
      "maxDuration": 30
    }
  }
}

P12: Middleware running on static assets

// BAD — middleware runs on every request including static files
export function middleware(request) { /* auth check */ }

// GOOD — exclude static assets
export const config = {
  matcher: ['/((?!_next/static|_next/image|favicon.ico).*)'],
};

Category 5: Cost Traps (Medium)

P13: Uncached high-traffic endpoints

// BAD — every request invokes a function
export default function handler(req, res) {
  res.json({ config: getConfig() }); // No cache headers
}

// GOOD — cache at the edge, save function invocations
export default function handler(req, res) {
  res.setHeader('Cache-Control', 's-maxage=3600, stale-while-revalidate=86400');
  res.json({ config: getConfig() });
}

P14: Over-allocated function memory

// BAD — 3GB for a simple JSON response
{
  "functions": { "api/config.ts": { "memory": 3008 } }
}

// GOOD — right-size per endpoint
{
  "functions": {
    "api/config.ts": { "memory": 128 },
    "api/image-process.ts": { "memory": 1024 }
  }
}

P15: Middleware doing heavy work

// BAD — database query on every request
export async function middleware(request) {
  const user = await db.user.findUnique({ where: { id: token.sub } });
  // Runs on EVERY matched request, expensive at scale
}

// GOOD — validate JWT locally, no DB call
export function middleware(request) {
  const token = request.cookies.get('session')?.value;
  // Verify JWT signature locally (cheap, no external call)
}

Quick Audit Script

#!/usr/bin/env bash
echo "=== Vercel Pitfall Audit ==="

echo "P1: Secrets in NEXT_PUBLIC_:"
grep -rn 'NEXT_PUBLIC_.*SECRET\|NEXT_PUBLIC_.*KEY\|NEXT_PUBLIC_.*TOKEN' src/ api/ 2>/dev/null || echo "  PASS"

echo "P2: Hardcoded credentials:"
grep -rnE 'sk_live|sk_test|Bearer [a-zA-Z0-9]{20,}' src/ api/ 2>/dev/null || echo "  PASS"

echo "P8: Node.js APIs in edge files:"
grep -rn "from 'fs'\|from 'path'\|from 'child_process'" src/middleware.ts api/*edge* 2>/dev/null || echo "  PASS"

echo "P11: Deprecated builds:"
jq -e '.builds' vercel.json 2>/dev/null && echo "  FAIL: deprecated builds" || echo "  PASS"

echo "P12: Middleware without matcher:"
grep -L 'matcher' src/middleware.ts 2>/dev/null && echo "  WARN: no matcher configured" || echo "  PASS"

Output

• Anti-patterns identified and classified by severity (Critical/High/Medium)
• Security issues fixed and exposed secrets rotated
• Performance improvements from lazy initialization and caching
• ESLint and CI prevention measures blocking future regressions

Error Handling

Pitfall	Severity	Detection	Fix
P1: NEXT_PUBLIC_ secrets	Critical	grep scan	Remove prefix, rotate secret
P4: Heavy cold starts	High	Cold start timing	Lazy initialization
P5: Missing response	High	502 errors in logs	Return from all paths
P7: Connection exhaustion	High	DB connection errors	Use connection pooler
P8: Node.js in edge	High	EDGE_FUNCTION_INVOCATION_FAILED	Use Web APIs
P13: No cache headers	Medium	High function invocations bill	Add s-maxage

Resources

• Vercel Best Practices
• Edge Runtime Limitations
• Function Configuration
• Vercel Security
• Vercel Limits

Next Steps

Return to

vercel-install-auth

for setup or

vercel-reference-architecture

for project structure.