Node.js & TypeScript Production Engineering

Complete methodology for building production-grade Node.js backends with TypeScript. Covers architecture, frameworks, error handling, database patterns, security, testing, observability, and deployment.

Quick Health Check (/16)

Run through these 8 signals — score 0 (missing) or 2 (present):

Score interpretation: 0-6 = critical gaps, 8-10 = needs work, 12-14 = solid, 16 = production-grade.

Phase 1: Architecture & Project Structure

Framework Selection Matrix

Decision rules:

• New project, small team → Hono (portable, fast, minimal)
• High throughput JSON API → Fastify (proven, benchmarked)
• Enterprise, 10+ developers → NestJS (structure enforced)
• Full-stack TypeScript monorepo → tRPC (end-to-end types)
• Existing Express codebase → Stay on Express, migrate incrementally
• Bun runtime → Elysia or Hono

Recommended Project Structure

src/
├── index.ts              # Entry point — bootstrap only
├── app.ts                # App factory (createApp)
├── config/
│   ├── env.ts            # Environment validation (Zod)
│   └── database.ts       # DB connection config
├── routes/
│   ├── index.ts          # Route registry
│   ├── users.ts          # /users routes
│   └── orders.ts         # /orders routes
├── services/
│   ├── user.service.ts   # Business logic
│   └── order.service.ts
├── repositories/
│   ├── user.repo.ts      # Data access (Drizzle/Prisma)
│   └── order.repo.ts
├── middleware/
│   ├── auth.ts           # Authentication
│   ├── validate.ts       # Request validation
│   ├── error-handler.ts  # Global error handler
│   └── request-id.ts     # Correlation ID
├── errors/
│   └── index.ts          # Custom error classes
├── types/
│   └── index.ts          # Shared types
├── utils/
│   └── index.ts          # Pure utility functions
├── jobs/                 # Background jobs/queues
│   └── email.job.ts
└── __tests__/            # Tests mirror src/ structure
    ├── services/
    └── routes/
drizzle/                  # Database migrations
├── 0001_create_users.sql
└── meta/
tsconfig.json
package.json
Dockerfile
docker-compose.yml
.env.example

7 Architecture Rules

1. Routes → Services → Repositories — never skip layers
2. Services contain business logic — routes are thin (validate + call service + respond)
3. Repositories own data access — services never import DB client directly
4. No circular dependencies — dependency flow is strictly downward
5. One export per file — makes imports predictable, testing easy
6. Config validated at startup — fail fast, not at runtime
7. ≤50 lines per function, ≤300 lines per file — split when exceeded

Phase 2: TypeScript Configuration

Production tsconfig.json

{
  "compilerOptions": {
    "target": "ES2022",
    "module": "NodeNext",
    "moduleResolution": "NodeNext",
    "lib": ["ES2022"],
    "outDir": "dist",
    "rootDir": "src",
    "strict": true,
    "noUncheckedIndexedAccess": true,
    "noImplicitOverride": true,
    "noPropertyAccessFromIndexSignature": true,
    "exactOptionalPropertyTypes": true,
    "forceConsistentCasingInFileNames": true,
    "isolatedModules": true,
    "declaration": true,
    "declarationMap": true,
    "sourceMap": true,
    "skipLibCheck": true,
    "esModuleInterop": true
  },
  "include": ["src"],
  "exclude": ["node_modules", "dist", "**/*.test.ts"]
}

8 TypeScript Rules

1. Never use any — use unknown and narrow, or define proper types
2. noUncheckedIndexedAccess: true — forces null checks on array/object access
3. Branded types for IDs — type UserId = string & { __brand: 'UserId' }
4. Zod schemas derive types — type User = z.infer<typeof UserSchema>
5. Discriminated unions for states — { status: 'active'; data: T } | { status: 'error'; error: E }
6. satisfies over as — preserves narrowed types: config satisfies Config
7. Enums → const objects — const Status = { ACTIVE: 'active', INACTIVE: 'inactive' } as const
8. Return types on public APIs — explicit return types on exported functions

Branded Types Pattern

// types/branded.ts
declare const __brand: unique symbol;
type Brand<T, B extends string> = T & { [__brand]: B };

export type UserId = Brand<string, 'UserId'>;
export type OrderId = Brand<string, 'OrderId'>;
export type Email = Brand<string, 'Email'>;

export function UserId(id: string): UserId { return id as UserId; }
export function Email(email: string): Email {
  if (!email.includes('@')) throw new ValidationError('Invalid email');
  return email as Email;
}

Phase 3: Environment & Configuration

Validated Configuration with Zod

// config/env.ts
import { z } from 'zod';

const EnvSchema = z.object({
  NODE_ENV: z.enum(['development', 'test', 'production']).default('development'),
  PORT: z.coerce.number().int().min(1).max(65535).default(3000),
  DATABASE_URL: z.string().url(),
  REDIS_URL: z.string().url().optional(),
  JWT_SECRET: z.string().min(32),
  JWT_EXPIRES_IN: z.string().default('15m'),
  LOG_LEVEL: z.enum(['fatal', 'error', 'warn', 'info', 'debug', 'trace']).default('info'),
  CORS_ORIGINS: z.string().transform(s => s.split(',')).default('*'),
  RATE_LIMIT_MAX: z.coerce.number().default(100),
  RATE_LIMIT_WINDOW_MS: z.coerce.number().default(60_000),
});

export type Env = z.infer<typeof EnvSchema>;

// Validate at import time — fail fast
const parsed = EnvSchema.safeParse(process.env);
if (!parsed.success) {
  console.error('❌ Invalid environment variables:', parsed.error.flatten().fieldErrors);
  process.exit(1);
}

export const env = parsed.data;

5 Configuration Rules

1. Validate ALL env vars at startup — never read process.env directly elsewhere
2. Type-safe access only — import env object, not process.env
3. Secrets via vault/env — never hardcoded, never committed
4. .env.example always current — document every var with description + default
5. Different configs per environment — use NODE_ENV for branching, never feature flags in env

Phase 4: Error Handling Architecture

Custom Error Hierarchy

// errors/index.ts
export class AppError extends Error {
  constructor(
    message: string,
    public readonly code: string,
    public readonly statusCode: number,
    public readonly details?: Record<string, unknown>,
  ) {
    super(message);
    this.name = this.constructor.name;
    Error.captureStackTrace(this, this.constructor);
  }
}

export class ValidationError extends AppError {
  constructor(message: string, details?: Record<string, unknown>) {
    super(message, 'VALIDATION_ERROR', 400, details);
  }
}

export class NotFoundError extends AppError {
  constructor(resource: string, id: string) {
    super(`${resource} not found: ${id}`, 'NOT_FOUND', 404, { resource, id });
  }
}

export class UnauthorizedError extends AppError {
  constructor(message = 'Authentication required') {
    super(message, 'UNAUTHORIZED', 401);
  }
}

export class ForbiddenError extends AppError {
  constructor(message = 'Insufficient permissions') {
    super(message, 'FORBIDDEN', 403);
  }
}

export class ConflictError extends AppError {
  constructor(message: string, details?: Record<string, unknown>) {
    super(message, 'CONFLICT', 409, details);
  }
}

export class RateLimitError extends AppError {
  constructor(retryAfterMs: number) {
    super('Too many requests', 'RATE_LIMITED', 429, { retryAfterMs });
  }
}

Global Error Handler

// middleware/error-handler.ts
import type { ErrorHandler } from 'hono';
import { AppError } from '../errors/index.js';
import { logger } from '../utils/logger.js';

export const errorHandler: ErrorHandler = (err, c) => {
  const requestId = c.get('requestId');

  if (err instanceof AppError) {
    if (err.statusCode >= 500) {
      logger.error({ err, requestId }, 'Server error');
    } else {
      logger.warn({ err, requestId }, 'Client error');
    }

    return c.json({
      error: { code: err.code, message: err.message, details: err.details },
    }, err.statusCode as any);
  }

  // Unexpected errors — don't leak internals
  logger.error({ err, requestId }, 'Unhandled error');
  return c.json({
    error: { code: 'INTERNAL_ERROR', message: 'An unexpected error occurred' },
  }, 500);
};

6 Error Handling Rules

1. Throw custom errors, catch at boundary — services throw, routes/middleware catch
2. Never throw strings — always throw new SomeError(message)
3. Don't leak internals — 5xx returns generic message, log the real error
4. Include error codes — machine-readable codes for client handling
5. Validate early, fail fast — Zod at route level before business logic
6. Async errors auto-caught — use frameworks that handle rejected promises (Hono/Fastify do this natively)

Phase 5: Input Validation

Zod Schema Patterns

// routes/users.ts
import { z } from 'zod';
import { zValidator } from '@hono/zod-validator';

const CreateUserSchema = z.object({
  email: z.string().email().max(255).toLowerCase(),
  name: z.string().min(1).max(100).trim(),
  role: z.enum(['user', 'admin']).default('user'),
});

const PaginationSchema = z.object({
  cursor: z.string().optional(),
  limit: z.coerce.number().int().min(1).max(100).default(20),
});

const UserIdParamSchema = z.object({
  id: z.string().uuid(),
});

// Usage with Hono
app.post('/users', zValidator('json', CreateUserSchema), async (c) => {
  const body = c.req.valid('json'); // Fully typed!
  const user = await userService.create(body);
  return c.json({ data: user }, 201);
});

app.get('/users', zValidator('query', PaginationSchema), async (c) => {
  const { cursor, limit } = c.req.valid('query');
  const result = await userService.list({ cursor, limit });
  return c.json({ data: result.items, nextCursor: result.nextCursor });
});

Validation Rules

1. Validate at the edge — every route handler validates input before calling services
2. Schemas define the contract — derive TypeScript types from Zod, not the other way around
3. Transform in schemas — .trim(), .toLowerCase(), .default() in Zod, not in services
4. Reuse common schemas — PaginationSchema, DateRangeSchema, SortSchema
5. Validate path params too — UUIDs, slugs, numeric IDs

Phase 6: Database Patterns

ORM Selection Guide

Decision: Drizzle for new projects (matches SQL mental model, best TypeScript inference, edge-compatible).

Drizzle Schema Example

// drizzle/schema.ts
import { pgTable, text, timestamp, uuid, varchar, boolean, index } from 'drizzle-orm/pg-core';

export const users = pgTable('users', {
  id: uuid('id').primaryKey().defaultRandom(),
  email: varchar('email', { length: 255 }).notNull().unique(),
  name: varchar('name', { length: 100 }).notNull(),
  role: text('role', { enum: ['user', 'admin'] }).notNull().default('user'),
  isActive: boolean('is_active').notNull().default(true),
  createdAt: timestamp('created_at', { withTimezone: true }).notNull().defaultNow(),
  updatedAt: timestamp('updated_at', { withTimezone: true }).notNull().defaultNow(),
}, (table) => [
  index('idx_users_email').on(table.email),
  index('idx_users_created').on(table.createdAt),
]);

Repository Pattern

// repositories/user.repo.ts
import { eq, desc, gt } from 'drizzle-orm';
import { db } from '../config/database.js';
import { users } from '../../drizzle/schema.js';
import type { UserId } from '../types/branded.js';
import { NotFoundError } from '../errors/index.js';

export class UserRepository {
  async findById(id: UserId) {
    const [user] = await db.select().from(users).where(eq(users.id, id)).limit(1);
    if (!user) throw new NotFoundError('User', id);
    return user;
  }

  async list(opts: { cursor?: string; limit: number }) {
    const query = db.select().from(users).orderBy(desc(users.createdAt)).limit(opts.limit + 1);
    if (opts.cursor) query.where(gt(users.id, opts.cursor));
    const rows = await query;
    const hasMore = rows.length > opts.limit;
    return { items: rows.slice(0, opts.limit), nextCursor: hasMore ? rows[opts.limit - 1].id : undefined };
  }

  async create(data: { email: string; name: string; role?: string }) {
    const [user] = await db.insert(users).values(data).returning();
    return user;
  }

  async update(id: UserId, data: Partial<{ name: string; role: string; isActive: boolean }>) {
    const [user] = await db.update(users).set({ ...data, updatedAt: new Date() }).where(eq(users.id, id)).returning();
    if (!user) throw new NotFoundError('User', id);
    return user;
  }
}

Database Rules

1. Cursor-based pagination — never OFFSET for user-facing lists
2. Migrations in version control — drizzle-kit generate → commit → drizzle-kit migrate in CI
3. Connection pooling — use pg pool (min: 2, max: 10 per process) or serverless driver for edge
4. Transactions for multi-write — db.transaction(async (tx) => { ... })
5. Index query patterns — add indexes for WHERE + ORDER BY columns, monitor slow queries
6. SQLite for dev, Postgres for prod — Drizzle supports both with same schema (use better-sqlite3 locally)

Phase 7: Authentication & Authorization

JWT Auth Middleware (Hono)

// middleware/auth.ts
import { jwt } from 'hono/jwt';
import { env } from '../config/env.js';
import type { UserId } from '../types/branded.js';

type JwtPayload = { sub: UserId; role: 'user' | 'admin'; iat: number; exp: number };

export const authenticate = jwt({ secret: env.JWT_SECRET });

export const requireRole = (...roles: string[]) => {
  return async (c: any, next: any) => {
    const payload = c.get('jwtPayload') as JwtPayload;
    if (!roles.includes(payload.role)) {
      throw new ForbiddenError(`Required role: ${roles.join(' or ')}`);
    }
    await next();
  };
};

Security Checklist

Phase 8: Structured Logging & Observability

Pino Logger Setup

// utils/logger.ts
import pino from 'pino';
import { env } from '../config/env.js';

export const logger = pino({
  level: env.LOG_LEVEL,
  ...(env.NODE_ENV === 'development' && { transport: { target: 'pino-pretty' } }),
  serializers: { err: pino.stdSerializers.err },
  redact: ['req.headers.authorization', '*.password', '*.token', '*.secret'],
  formatters: {
    level: (label) => ({ level: label }),
  },
});

Request ID Middleware

// middleware/request-id.ts
import { randomUUID } from 'node:crypto';

export const requestId = () => {
  return async (c: any, next: any) => {
    const id = c.req.header('x-request-id') || randomUUID();
    c.set('requestId', id);
    c.header('x-request-id', id);
    await next();
  };
};

Request Logging Middleware

// middleware/request-logger.ts
import { logger } from '../utils/logger.js';

export const requestLogger = () => {
  return async (c: any, next: any) => {
    const start = performance.now();
    const requestId = c.get('requestId');

    await next();

    const duration = Math.round(performance.now() - start);
    const level = c.res.status >= 500 ? 'error' : c.res.status >= 400 ? 'warn' : 'info';

    logger[level]({
      requestId,
      method: c.req.method,
      path: c.req.path,
      status: c.res.status,
      durationMs: duration,
      userAgent: c.req.header('user-agent'),
    }, `${c.req.method} ${c.req.path} ${c.res.status} ${duration}ms`);
  };
};

Health Endpoints

// routes/health.ts
app.get('/health', (c) => c.json({ status: 'ok', timestamp: new Date().toISOString() }));

app.get('/ready', async (c) => {
  const checks = {
    database: false,
    redis: false,
  };

  try {
    await db.execute(sql`SELECT 1`);
    checks.database = true;
  } catch {}

  try {
    await redis.ping();
    checks.redis = true;
  } catch {}

  const ready = Object.values(checks).every(Boolean);
  return c.json({ status: ready ? 'ready' : 'degraded', checks }, ready ? 200 : 503);
});

Phase 9: Testing Strategy

Test Pyramid

Vitest Configuration

// vitest.config.ts
import { defineConfig } from 'vitest/config';

export default defineConfig({
  test: {
    globals: true,
    environment: 'node',
    include: ['src/**/*.test.ts'],
    coverage: { provider: 'v8', reporter: ['text', 'lcov'], thresholds: { lines: 80, branches: 75 } },
    setupFiles: ['./src/__tests__/setup.ts'],
    pool: 'forks', // Isolation for DB tests
  },
});

Service Unit Test Pattern

// __tests__/services/user.service.test.ts
import { describe, it, expect, vi, beforeEach } from 'vitest';
import { UserService } from '../../services/user.service.js';
import type { UserRepository } from '../../repositories/user.repo.js';

describe('UserService', () => {
  let service: UserService;
  let repo: jest.Mocked<UserRepository>;

  beforeEach(() => {
    repo = { findById: vi.fn(), create: vi.fn(), update: vi.fn(), list: vi.fn() } as any;
    service = new UserService(repo);
  });

  it('creates user with normalized email', async () => {
    repo.create.mockResolvedValue({ id: '1', email: 'test@example.com', name: 'Test' } as any);
    const result = await service.create({ email: 'Test@Example.COM', name: 'Test' });
    expect(repo.create).toHaveBeenCalledWith(expect.objectContaining({ email: 'test@example.com' }));
    expect(result.email).toBe('test@example.com');
  });
});

Integration Test Pattern

// __tests__/routes/users.test.ts
import { describe, it, expect, beforeAll, afterAll } from 'vitest';
import { createApp } from '../../app.js';
import { testDb, migrate, cleanup } from '../helpers/db.js';

describe('POST /users', () => {
  let app: any;

  beforeAll(async () => {
    await migrate(testDb);
    app = createApp({ db: testDb });
  });

  afterAll(async () => { await cleanup(testDb); });

  it('creates user and returns 201', async () => {
    const res = await app.request('/users', {
      method: 'POST',
      headers: { 'Content-Type': 'application/json' },
      body: JSON.stringify({ email: 'new@example.com', name: 'New User' }),
    });

    expect(res.status).toBe(201);
    const body = await res.json();
    expect(body.data.email).toBe('new@example.com');
  });

  it('rejects invalid email with 400', async () => {
    const res = await app.request('/users', {
      method: 'POST',
      headers: { 'Content-Type': 'application/json' },
      body: JSON.stringify({ email: 'not-an-email', name: 'Bad' }),
    });

    expect(res.status).toBe(400);
  });
});

7 Testing Rules

1. Test behavior, not implementation — assert outputs, not internal method calls
2. Each test is independent — no shared mutable state between tests
3. Name tests as specifications — it('rejects expired JWT with 401')
4. Fast unit tests, isolated integration tests — use pool: 'forks' for DB tests
5. Mock at boundaries — mock repositories in service tests, real DB in integration tests
6. Test error paths — 400s, 404s, 409s, 500s, not just happy paths
7. CI enforces coverage — fail build if coverage drops below threshold

Phase 10: Graceful Shutdown & Process Management

Shutdown Handler

// index.ts
import { serve } from '@hono/node-server';
import { createApp } from './app.js';
import { logger } from './utils/logger.js';
import { env } from './config/env.js';
import { db } from './config/database.js';

const app = createApp();
const server = serve({ fetch: app.fetch, port: env.PORT });

logger.info({ port: env.PORT }, 'Server started');

const shutdown = async (signal: string) => {
  logger.info({ signal }, 'Shutdown signal received');

  // Stop accepting new connections
  server.close(() => { logger.info('HTTP server closed'); });

  // Drain existing work (give 10s)
  const timeout = setTimeout(() => {
    logger.error('Forced shutdown after timeout');
    process.exit(1);
  }, 10_000);

  try {
    // Close DB pool, Redis, queues, etc.
    await db.$client.end();
    logger.info('Database pool closed');
    clearTimeout(timeout);
    process.exit(0);
  } catch (err) {
    logger.error({ err }, 'Error during shutdown');
    process.exit(1);
  }
};

process.on('SIGTERM', () => shutdown('SIGTERM'));
process.on('SIGINT', () => shutdown('SIGINT'));

// Catch unhandled errors
process.on('unhandledRejection', (err) => {
  logger.fatal({ err }, 'Unhandled rejection');
  process.exit(1);
});

Phase 11: Production Deployment

Multi-Stage Dockerfile

# Build stage
FROM node:22-alpine AS builder
WORKDIR /app
COPY package*.json ./
RUN npm ci --ignore-scripts
COPY tsconfig.json ./
COPY src/ src/
COPY drizzle/ drizzle/
RUN npm run build
RUN npm ci --omit=dev --ignore-scripts

# Production stage
FROM node:22-alpine
RUN apk add --no-cache tini dumb-init
WORKDIR /app
COPY --from=builder /app/dist dist/
COPY --from=builder /app/drizzle drizzle/
COPY --from=builder /app/node_modules node_modules/
COPY --from=builder /app/package.json .

ENV NODE_ENV=production
USER node
EXPOSE 3000
ENTRYPOINT ["tini", "--"]
CMD ["node", "dist/index.js"]

GitHub Actions CI

name: CI
on: [push, pull_request]
jobs:
  test:
    runs-on: ubuntu-latest
    services:
      postgres:
        image: postgres:16
        env: { POSTGRES_DB: test, POSTGRES_PASSWORD: test }
        ports: ['5432:5432']
        options: >-
          --health-cmd pg_isready --health-interval 10s --health-timeout 5s --health-retries 5
    steps:
      - uses: actions/checkout@v4
      - uses: actions/setup-node@v4
        with: { node-version: 22, cache: npm }
      - run: npm ci
      - run: npm run lint
      - run: npm run typecheck
      - run: npm test -- --coverage
        env: { DATABASE_URL: 'postgresql://postgres:test@localhost:5432/test' }
      - run: npm run build

Production Checklist

P0 — Mandatory:

• NODE_ENV=production
• Strict TypeScript (tsc --noEmit passes)
• All env vars validated at startup
• Health + readiness endpoints
• Graceful shutdown handles SIGTERM
• Structured JSON logging (no console.log)
• Error handler doesn't leak stack traces
• Rate limiting enabled
• CORS configured (not wildcard)
• Security headers set

P1 — Recommended:

• Request ID tracing through all logs
• Database connection pooling configured
• Dependency audit clean (npm audit)
• Docker image < 200MB
• Response compression (gzip/brotli)
• API versioning strategy decided
• Monitoring/alerting configured

Phase 12: Performance Optimization

Priority Stack

Common Optimizations

// N+1 prevention — batch with dataloader or SQL JOIN
// ❌ Bad: for loop with individual queries
for (const order of orders) {
  order.user = await db.query.users.findFirst({ where: eq(users.id, order.userId) });
}

// ✅ Good: single query with join
const ordersWithUsers = await db
  .select()
  .from(orders)
  .leftJoin(users, eq(orders.userId, users.id))
  .where(inArray(orders.id, orderIds));

// In-memory caching for hot data
import { LRUCache } from 'lru-cache';
const cache = new LRUCache<string, any>({ max: 1000, ttl: 60_000 });

async function getCachedUser(id: string) {
  const cached = cache.get(id);
  if (cached) return cached;
  const user = await userRepo.findById(id);
  cache.set(id, user);
  return user;
}

Phase 13: Background Jobs & Queues

BullMQ Pattern

// jobs/email.job.ts
import { Queue, Worker } from 'bullmq';
import { env } from '../config/env.js';
import { logger } from '../utils/logger.js';

const connection = { url: env.REDIS_URL };

export const emailQueue = new Queue('email', { connection });

export const emailWorker = new Worker('email', async (job) => {
  const { to, subject, body } = job.data;
  logger.info({ jobId: job.id, to }, 'Sending email');
  // Send via provider
  await sendEmail({ to, subject, body });
}, {
  connection,
  concurrency: 5,
  limiter: { max: 10, duration: 1000 }, // 10 per second
});

emailWorker.on('failed', (job, err) => {
  logger.error({ jobId: job?.id, err }, 'Email job failed');
});

Job Rules

1. Idempotent jobs — same job ID running twice produces same result
2. Retry with backoff — exponential backoff for transient failures
3. Dead letter queue — failed jobs after max retries go to DLQ for inspection
4. Job timeout — set removeOnComplete and removeOnFail TTLs
5. Monitor queue health — queue length, processing time, failure rate

Phase 14: Advanced Patterns

Dependency Injection (Manual)

// app.ts — compose dependencies explicitly
export function createApp(deps?: { db?: Database; redis?: Redis }) {
  const database = deps?.db ?? defaultDb;
  const app = new Hono();

  // Compose service graph
  const userRepo = new UserRepository(database);
  const userService = new UserService(userRepo);

  // Mount routes with injected services
  app.route('/users', createUserRoutes(userService));

  return app;
}

Rate Limiting

// middleware/rate-limit.ts (using hono-rate-limiter)
import { rateLimiter } from 'hono-rate-limiter';

export const apiRateLimit = rateLimiter({
  windowMs: 60_000,
  limit: 100,
  keyGenerator: (c) => c.get('jwtPayload')?.sub || c.req.header('x-forwarded-for') || 'anonymous',
  message: { error: { code: 'RATE_LIMITED', message: 'Too many requests' } },
});

WebSocket Pattern (Hono + @hono/node-ws)

import { createNodeWebSocket } from '@hono/node-ws';

const { injectWebSocket, upgradeWebSocket } = createNodeWebSocket({ app });

app.get('/ws', upgradeWebSocket((c) => ({
  onOpen(evt, ws) { logger.info('WebSocket connected'); },
  onMessage(evt, ws) {
    const data = JSON.parse(evt.data.toString());
    // Handle message
    ws.send(JSON.stringify({ type: 'ack', id: data.id }));
  },
  onClose() { logger.info('WebSocket disconnected'); },
})));

2025+ Recommended Stack

10 Commandments

1. Validate everything at the boundary — Zod on every route
2. Fail fast at startup — env vars, DB connection, migrations
3. Structured logging everywhere — JSON, request IDs, no console.log
4. Custom errors with codes — never throw strings
5. Cursor pagination — never OFFSET
6. Graceful shutdown — drain connections on SIGTERM
7. Test error paths — 4xx/5xx matter more than happy paths
8. Type everything — no any, branded IDs, Zod-derived types
9. Security by default — rate limit, helmet, CORS, audit deps
10. Keep it simple — 50 lines/function, 300 lines/file, flat is better than nested

10 Common Mistakes

Quality Scoring (0-100)

Edge Cases

Startup/MVP

• Start with Hono + SQLite (Drizzle) + Vitest — ship in hours
• Add Postgres when you need concurrent writes
• Skip Redis until you need caching or queues

Monorepo (Turborepo/Nx)

• Shared packages: @org/types, @org/db, @org/validation
• Each service is its own package with independent build/test
• Use workspace protocol: "@org/types": "workspace:*"

Serverless (Vercel/Cloudflare Workers)

• Hono runs everywhere — same code, different adapters
• Use serverless DB drivers (Neon, PlanetScale, Turso)
• No graceful shutdown needed — stateless by design

Legacy Express Migration

• Add TypeScript incrementally (.ts files alongside .js)
• Wrap Express routes with Zod validation middleware
• Replace console.log with Pino one file at a time
• Migrate to Hono/Fastify route-by-route using adapter

Natural Language Commands

• "Set up a new TypeScript API project" → Phase 1-3 (structure + config + env)
• "Add authentication to my API" → Phase 7 (JWT + RBAC)
• "Review my error handling" → Phase 4 (error hierarchy + handler)
• "Add database with Drizzle" → Phase 6 (schema + repository + migrations)
• "Set up testing" → Phase 9 (Vitest + unit + integration patterns)
• "Prepare for production deployment" → Phase 11 (Docker + CI + checklist)
• "Optimize API performance" → Phase 12 (priority stack + patterns)
• "Add background jobs" → Phase 13 (BullMQ + patterns)
• "Audit my API security" → Phase 7 security checklist
• "Set up logging and monitoring" → Phase 8 (Pino + request ID + health)
• "Review my project structure" → Phase 1 (structure + rules)
• "Full health check" → Quick Health Check + Quality Scoring

⚡ Built by AfrexAI — AI-powered business automation.