Backend API design, database architecture, microservices patterns, and test-driven development. Use for designing APIs, database schemas, or backend system architecture.
GET /users # List users
POST /users # Create user
GET /users/:id # Get user
PUT /users/:id # Update user (full)
PATCH /users/:id # Update user (partial)
DELETE /users/:id # Delete user
GET /users/:id/posts # List user's posts
POST /users/:id/posts # Create post for user
-- Use UUIDs for public IDs
CREATE TABLE users (
id SERIAL PRIMARY KEY,
public_id UUID DEFAULT gen_random_uuid() UNIQUE,
email VARCHAR(255) UNIQUE NOT NULL,
created_at TIMESTAMPTZ DEFAULT NOW(),
updated_at TIMESTAMPTZ DEFAULT NOW()
);
-- Soft deletes
ALTER TABLE users ADD COLUMN deleted_at TIMESTAMPTZ;
-- Indexes
CREATE INDEX idx_users_email ON users(email);
CREATE INDEX idx_users_created ON users(created_at DESC);
Query Patterns
-- Pagination with cursor
SELECT * FROM posts
WHERE created_at < $cursor
ORDER BY created_at DESC
LIMIT 20;
-- Efficient counting
SELECT reltuples::bigint AS estimate
FROM pg_class WHERE relname = 'users';
Authentication
JWT Pattern
interface TokenPayload {
sub: string; // User ID
iat: number; // Issued at
exp: number; // Expiration
scope: string[]; // Permissions
}
function verifyToken(token: string): TokenPayload {
return jwt.verify(token, SECRET) as TokenPayload;
}