// ❌ BAD: Renaming but keeping old export
export { newName };
export { newName as oldName }; // "for backwards compatibility"

// ❌ BAD: Unused parameter with underscore
function process(_legacyParam: string, data: Data) { ... }

// ❌ BAD: Deprecated comments instead of deletion
/** @deprecated Use newMethod instead */
export function oldMethod() { ... }

// ❌ BAD: Re-exporting removed functionality
export { removed } from './legacy'; // Keep for existing consumers

// ❌ BAD: Feature flags for old behavior
if (config.useLegacyMode) { ... }

// ✅ GOOD: Just delete and update all usages
// Old: export { fetchData as getData }
// New: export { fetchData }
// Then: Find & replace all getData → fetchData

// ✅ GOOD: Remove unused parameters entirely
function process(data: Data) { ... }

// ✅ GOOD: Delete deprecated code, update callers
// Don't mark as deprecated, just remove it

// ✅ GOOD: Breaking changes are fine in active development
// Semantic versioning handles this for libraries

// ❌ BAD: Adding optional fields "for compatibility"
interface User {
  id: string;
  name: string;
  firstName?: string; // New field, name kept for compatibility
  lastName?: string;
}

// ✅ GOOD: Clean break, update all usages
interface User {
  id: string;
  firstName: string;
  lastName: string;
}
// Then update ALL code that uses User.name

# Run LiteLLM proxy (Docker)
docker run -p 4000:4000 ghcr.io/berriai/litellm:main-stable

# Or install locally
pip install litellm[proxy]
litellm --model gpt-4o

// adapters/llm.adapter.ts
import { OpenAI } from 'openai';

// Connect to LiteLLM proxy using OpenAI SDK
const llm = new OpenAI({
  baseURL: process.env.LITELLM_URL || 'http://localhost:4000',
  apiKey: process.env.LITELLM_API_KEY || 'sk-1234', // Proxy API key
});

export async function complete(prompt: string, model = 'gpt-4o'): Promise<string> {
  const response = await llm.chat.completions.create({
    model, // Can be any model: gpt-4o, claude-3-opus, gemini-pro, etc.
    messages: [{ role: 'user', content: prompt }],
  });
  return response.choices[0]?.message?.content ?? '';
}

// ❌ BAD: Direct provider SDKs everywhere
import Anthropic from '@anthropic-ai/sdk';
import OpenAI from 'openai';
import { GoogleGenerativeAI } from '@google/generative-ai';

// ❌ BAD: Provider-specific code scattered across codebase
if (provider === 'anthropic') { ... }
else if (provider === 'openai') { ... }

// ✅ GOOD: Single LiteLLM adapter, switch models via config
const response = await llm.chat.completions.create({
  model: config.llmModel, // "gpt-4o" or "claude-3-opus" or "gemini-pro"
  messages,
});

# Using Bun (recommended)
bun init
bun add zod
bun add -d typescript @types/bun @biomejs/biome

# Using Node.js
npm init -y
npm i zod
npm i -D typescript @types/node tsx @biomejs/biome

{
  "dependencies": {
    "zod": "latest"
  },
  "devDependencies": {
    "@biomejs/biome": "latest",
    "typescript": "latest"
  }
}

project/
├── src/
│   ├── index.ts           # Entry point
│   ├── lib/               # Core utilities
│   │   ├── config.ts      # Configuration management
│   │   ├── errors.ts      # Custom error classes
│   │   ├── logger.ts      # Logging infrastructure
│   │   └── types.ts       # Shared type definitions
│   ├── services/          # Business logic
│   │   └── *.service.ts
│   └── adapters/          # External integrations
│       └── *.adapter.ts
├── tests/                 # Test files
│   └── *.test.ts
├── tsconfig.json
├── package.json
└── biome.json             # or eslint.config.js

// lib/types.ts — Shared type definitions
export interface Result<T, E = Error> {
  ok: boolean;
  data?: T;
  error?: E;
}

// lib/errors.ts — Custom errors
export class AppError extends Error {
  constructor(
    message: string,
    public code: string,
    public statusCode: number = 500
  ) {
    super(message);
    this.name = 'AppError';
  }
}

// lib/config.ts — Configuration
export const config = {
  env: process.env.NODE_ENV || 'development',
  port: Number(process.env.PORT) || 3000,
  db: {
    url: process.env.DATABASE_URL!,
  },
} as const;

// lib/logger.ts — Logging (see structured-logging skill)

// services/user.service.ts
export class UserService {
  constructor(private readonly userRepo: UserRepository) {}

  async create(input: CreateUserInput): Promise<User> {
    const existing = await this.userRepo.findByEmail(input.email);
    if (existing) throw new AppError('Email exists', 'USER_EXISTS', 409);
    return this.userRepo.save(User.create(input));
  }
}

// adapters/postgres.adapter.ts
export class PostgresUserRepository implements UserRepository {
  constructor(private readonly db: Database) {}

  async findByEmail(email: string): Promise<User | null> {
    const row = await this.db.query('SELECT * FROM users WHERE email = $1', [email]);
    return row ? User.fromRow(row) : null;
  }
}

{
  "compilerOptions": {
    "target": "ES2022",
    "module": "NodeNext",
    "moduleResolution": "NodeNext",
    "lib": ["ES2022"],
    "outDir": "dist",
    "rootDir": "src",
    "strict": true,
    "noUncheckedIndexedAccess": true,
    "noUnusedLocals": true,
    "noUnusedParameters": true,
    "esModuleInterop": true,
    "skipLibCheck": true,
    "declaration": true,
    "sourceMap": true
  },
  "include": ["src/**/*"],
  "exclude": ["node_modules", "dist"]
}

{
  "name": "my-project",
  "version": "1.0.0",
  "type": "module",
  "main": "dist/index.js",
  "scripts": {
    "dev": "bun run --watch src/index.ts",
    "build": "bun build src/index.ts --outdir dist --target bun",
    "start": "bun dist/index.js",
    "test": "bun test",
    "typecheck": "tsc --noEmit"
  }
}

import { z } from 'zod';

// Define schemas
export const CreateUserSchema = z.object({
  email: z.string().email(),
  name: z.string().min(2).max(100),
  age: z.number().int().positive().optional(),
});

// Infer types from schemas
export type CreateUserInput = z.infer<typeof CreateUserSchema>;

// Validate at boundaries
export function validateInput<T>(schema: z.ZodType<T>, data: unknown): T {
  return schema.parse(data);
}

// lib/errors.ts
export class AppError extends Error {
  constructor(
    message: string,
    public readonly code: string,
    public readonly statusCode: number = 500,
    public readonly context?: Record<string, unknown>
  ) {
    super(message);
    this.name = 'AppError';
    Error.captureStackTrace(this, this.constructor);
  }

  static notFound(resource: string, id: string) {
    return new AppError(`${resource} not found: ${id}`, 'NOT_FOUND', 404);
  }

  static validation(message: string, context?: Record<string, unknown>) {
    return new AppError(message, 'VALIDATION_ERROR', 400, context);
  }
}

// Usage
throw AppError.notFound('User', userId);

// tests/user.service.test.ts
import { describe, it, expect, beforeEach } from 'bun:test';
import { UserService } from '../src/services/user.service';
import { InMemoryUserRepository } from './helpers/in-memory-repo';

describe('UserService', () => {
  let service: UserService;
  let repo: InMemoryUserRepository;

  beforeEach(() => {
    repo = new InMemoryUserRepository();
    service = new UserService(repo);
  });

  it('creates user with valid input', async () => {
    const user = await service.create({
      email: 'test@example.com',
      name: 'Test User',
    });

    expect(user.email).toBe('test@example.com');
    expect(await repo.findByEmail('test@example.com')).toEqual(user);
  });

  it('rejects duplicate email', async () => {
    await service.create({ email: 'test@example.com', name: 'User 1' });

    expect(
      service.create({ email: 'test@example.com', name: 'User 2' })
    ).rejects.toThrow('Email exists');
  });
});

## Project Setup
- [ ] TypeScript strict mode enabled
- [ ] ESM modules configured
- [ ] Biome/ESLint configured
- [ ] Testing framework ready

## Architecture
- [ ] lib/ for core utilities
- [ ] services/ for business logic
- [ ] adapters/ for external integrations
- [ ] Clear module boundaries

## Quality
- [ ] Zod schemas for validation
- [ ] Custom error classes
- [ ] Structured logging
- [ ] Tests for critical paths

## Build
- [ ] Build script configured
- [ ] Type checking in CI
- [ ] Tests in CI