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TutorialMarch 22, 2026·7 min read

Automate Boilerplate Code Generation with a Single API Call

AC

Alex Chen

Developer Advocate

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The Boilerplate Problem

Every project starts with the same tedious setup: CRUD endpoints, validation schemas, type definitions, test scaffolding. A code generation API can produce all of this in seconds, letting you focus on the logic that makes your app unique.

Getting Started

const API_URL = "https://instantapis.net/api/v1/generate";

const API_KEY = "your_api_key_here";

async function generateCode(prompt, language = "typescript") {

const response = await fetch(API_URL, {

method: "POST",

headers: {

"Authorization": Bearer ${API_KEY},

"Content-Type": "application/json",

},

body: JSON.stringify({

task: "code",

input: prompt,

options: { language },

}),

});

return response.json();

}

Example 1: Generate a REST API Client

const result = await generateCode(

Create a TypeScript API client class for a user management API with these endpoints:

- GET /users - list all users (paginated)

- GET /users/:id - get user by ID

- POST /users - create user (name, email, role)

- PUT /users/:id - update user

- DELETE /users/:id - delete user

Include error handling, TypeScript types, and use fetch.

, "typescript");

console.log(result.data);

// Outputs a complete, typed API client class

Example 2: Generate Validation Schemas

const result = await generateCode(

Create Zod validation schemas for:

- User: name (string, 2-50 chars), email (valid email),

age (number, 18-120), role (enum: admin, user, moderator)

- CreateUserInput: same as User but without id

- UpdateUserInput: all fields optional

Export all schemas and inferred TypeScript types.

, "typescript");

Example 3: Generate Test Cases

import requests

API_URL = "https://instantapis.net/api/v1/generate"

API_KEY = "your_api_key_here"

def generate_tests(code, framework="pytest"):

response = requests.post(API_URL, json={

"task": "code",

"input": f"Write comprehensive {framework} tests for this code:\n\n{code}",

"options": {"language": "python"},

}, headers={

"Authorization": f"Bearer {API_KEY}",

"Content-Type": "application/json",

})

return response.json()

# Generate tests for your function

my_function = """

def calculate_discount(price, quantity, customer_type):

if customer_type == "premium":

discount = 0.20

elif quantity > 100:

discount = 0.15

elif quantity > 10:

discount = 0.10

else:

discount = 0

return price quantity (1 - discount)

"""

tests = generate_tests(my_function)

print(tests["data"])

# Outputs pytest tests covering all branches and edge cases

Example 4: Generate Database Models

const result = await generateCode(

Create Prisma schema models for an e-commerce app:

- User (id, email, name, orders)

- Product (id, name, price, stock, category)

- Order (id, user, items, total, status, timestamps)

- OrderItem (id, order, product, quantity, price)

Include proper relations, indexes, and enums for status.

, "prisma");

Building a Code Generation CLI

import requests

import sys

API_URL = "https://instantapis.net/api/v1/generate"

API_KEY = "your_api_key_here"

def generate(prompt, language, output_file=None):

response = requests.post(API_URL, json={

"task": "code",

"input": prompt,

"options": {"language": language},

}, headers={

"Authorization": f"Bearer {API_KEY}",

"Content-Type": "application/json",

})

data = response.json()

if data.get("success"):

code = data["data"]

if output_file:

with open(output_file, "w") as f:

f.write(code)

print(f"Written to {output_file}")

else:

print(code)

else:

print(f"Error: {data.get('error')}")

# Usage: python codegen.py "Create a JWT auth middleware" typescript auth.ts

if __name__ == "__main__":

prompt = sys.argv[1]

language = sys.argv[2] if len(sys.argv) > 2 else "python"

output = sys.argv[3] if len(sys.argv) > 3 else None

generate(prompt, language, output)

What Can You Generate?

  • API routes and handlers — Express, FastAPI, Django
  • Database models — Prisma, SQLAlchemy, TypeORM
  • React components — with TypeScript props and state
  • Utility functions — date formatting, string manipulation, validation
  • Test suites — Jest, pytest, with edge case coverage
  • Config files — Docker, CI/CD, ESLint, Webpack

Cost Per Generation

Each code generation call costs $0.50. Compare that to the 15-30 minutes of developer time (at $75-150/hour) it takes to write boilerplate manually. That's $18-75 saved per generation.

Start generating code — 10 free credits, no setup required.

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