/aws-lambda-typescript-integration
Provides AWS Lambda integration patterns for TypeScript with cold start optimization. Use when creating or deploying TypeScript Lambda functions, choosing between NestJS framework and raw TypeScript approaches, optimizing cold starts, configuring API Gateway or ALB integration,
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Provides AWS Lambda integration patterns for TypeScript with cold start optimization. Use when creating or deploying TypeScript Lambda functions, choosing between NestJS framework and raw TypeScript approaches, optimizing cold starts, configuring API Gateway or ALB integration,
SKILL.md
aws-lambda-typescript-integration.SKILL.mdname: aws-lambda-typescript-integration
description: Provides AWS Lambda integration patterns for TypeScript with cold start optimization. Use when creating or deploying TypeScript Lambda functions, choosing between NestJS framework and raw TypeScript approaches, optimizing cold starts, configuring API Gateway or ALB integration, or implementing serverless TypeScript applications. Triggers include "create lambda typescript", "deploy typescript lambda", "nestjs lambda aws", "raw typescript lambda", "aws lambda typescript performance".
allowed-tools: Read, Write, Edit, Glob, Grep, Bash
AWS Lambda TypeScript Integration
Patterns for creating high-performance AWS Lambda functions in TypeScript with optimized cold starts.
Overview
Two approaches for TypeScript Lambda:
1. **NestJS Framework** - Dependency injection, modular architecture, larger bundle (100KB+) 2. **Raw TypeScript** - Minimal overhead, smaller bundle (<50KB), maximum control
Both support API Gateway and ALB integration.
When to Use
- Creating new Lambda functions in TypeScript
- Optimizing cold start performance
- Choosing between NestJS and minimal TypeScript
- Configuring API Gateway or ALB integration
- Setting up CI/CD for TypeScript Lambda
Instructions
1. Choose Your Approach
| Approach | Cold Start | Bundle Size | Best For | Complexity | |----------|------------|-------------|----------|------------| | NestJS | < 500ms | Larger (100KB+) | Complex APIs, enterprise apps, DI needed | Medium | | Raw TypeScript | < 100ms | Smaller (< 50KB) | Simple handlers, microservices, minimal deps | Low |
2. Project Structure
NestJS Structure
my-nestjs-lambda/
├── src/
│ ├── app.module.ts
│ ├── main.ts
│ ├── lambda.ts # Lambda entry point
│ └── modules/
│ └── api/
├── package.json
├── tsconfig.json
└── serverless.yml
Raw TypeScript Structure
my-ts-lambda/
├── src/
│ ├── handlers/
│ │ └── api.handler.ts
│ ├── services/
│ └── utils/
├── dist/ # Compiled output
├── package.json
├── tsconfig.json
└── template.yaml
3. Implementation Examples
See the [References](#references) section for detailed implementation guides. Quick examples:
**NestJS Handler:**
// lambda.ts
import { NestFactory } from '@nestjs/core';
import { ExpressAdapter } from '@nestjs/platform-express';
import serverlessExpress from '@codegenie/serverless-express';
import { Context, Handler } from 'aws-lambda';
import express from 'express';
import { AppModule } from './src/app.module';
let cachedServer: Handler;
async function bootstrap(): Promise<Handler> {
const expressApp = express();
const adapter = new ExpressAdapter(expressApp);
const nestApp = await NestFactory.create(AppModule, adapter);
await nestApp.init();
return serverlessExpress({ app: expressApp });
}
export const handler: Handler = async (event: any, context: Context) => {
if (!cachedServer) {
cachedServer = await bootstrap();
}
return cachedServer(event, context);
};**Raw TypeScript Handler:**
// src/handlers/api.handler.ts
import { APIGatewayProxyEvent, APIGatewayProxyResult, Context } from 'aws-lambda';
export const handler = async (
event: APIGatewayProxyEvent,
context: Context
): Promise<APIGatewayProxyResult> => {
return {
statusCode: 200,
headers: { 'Content-Type': 'application/json' },
body: JSON.stringify({ message: 'Hello from TypeScript Lambda!' })
};
};Core Concepts
Cold Start Optimization
TypeScript cold start depends on bundle size and initialization code. Key strategies:
1. **Lazy Loading** - Defer heavy imports until needed 2. **Tree Shaking** - Remove unused code from bundle 3. **Minification** - Use esbuild or terser for smaller bundles 4. **Instance Caching** - Cache initialized services between invocations
See [Raw TypeScript Lambda](references/raw-typescript-lambda.md#cold-start-optimization) for detailed patterns.
Connection Management
Create clients at module level and reuse:
// GOOD: Initialize once, reuse across invocations
import { DynamoDBClient } from '@aws-sdk/client-dynamodb';
const dynamoClient = new DynamoDBClient({ region: process.env.AWS_REGION });
export const handler = async (event: APIGatewayProxyEvent) => {
// Use dynamoClient - already initialized
};Environment Configuration
// src/config/env.config.ts
export const env = {
region: process.env.AWS_REGION || 'us-east-1',
tableName: process.env.TABLE_NAME || '',
debug: process.env.DEBUG === 'true',
};
// Validate required variables
if (!env.tableName) {
throw new Error('TABLE_NAME environment variable is required');
}Best Practices
Memory and Timeout Configuration
- **Memory**: Start with 512MB for NestJS, 256MB for raw TypeScript
- **Timeout**: Set based on cold start + expected processing time
- NestJS: 10-30 seconds for cold start buffer
- Raw TypeScript: 3-10 seconds typically sufficient
Dependencies
Keep `package.json` minimal:
{
"dependencies": {
"aws-lambda": "^3.1.0",
"@aws-sdk/client-dynamodb": "^3.450.0"
},
"devDependencies": {
"typescript": "^5.3.0",
"esbuild": "^0.19.0"
}
}Error Handling
Return proper HTTP codes with structured errors:
export const handler = async (event: APIGatewayProxyEvent): Promise<APIGatewayProxyResult> => {
try {
const result = await processEvent(event);
return {
statusCode: 200,
headers: { 'Content-Type': 'application/json' },
body: JSON.stringify(result)
};
} catch (error) {
console.error('Error processing request:', error);
return {
statusCode: 500,
headers: { 'Content-Type': 'application/json' },
body: JSON.stringify({ error: 'Internal server error' })
};
}
};Logging
Use structured logging for CloudWatch Insights:
const log = (level: string, m
Read more
name: aws-lambda-typescript-integration description: Provides AWS Lambda integration patterns for TypeScript with cold start optimization. Use when creating or deploying TypeScript Lambda functions, choosing between NestJS framework and raw TypeScript approaches, optimizing cold starts, configuring API Gateway or ALB integration, or implementing serverless TypeScript applications. Triggers include "create lambda typescript", "deploy typescript lambda", "nestjs lambda aws", "raw typescript lambda", "aws lambda typescript performance". allowed-tools: Read, Write, Edit, Glob, Grep, Bash
AWS Lambda TypeScript Integration
Patterns for creating high-performance AWS Lambda functions in TypeScript with optimized cold starts.
Overview
Two approaches for TypeScript Lambda:
1. **NestJS Framework** - Dependency injection, modular architecture, larger bundle (100KB+) 2. **Raw TypeScript** - Minimal overhead, smaller bundle (<50KB), maximum control
Both support API Gateway and ALB integration.
When to Use
- Creating new Lambda functions in TypeScript
- Optimizing cold start performance
- Choosing between NestJS and minimal TypeScript
- Configuring API Gateway or ALB integration
- Setting up CI/CD for TypeScript Lambda
Instructions
1. Choose Your Approach
| Approach | Cold Start | Bundle Size | Best For | Complexity | |----------|------------|-------------|----------|------------| | NestJS | < 500ms | Larger (100KB+) | Complex APIs, enterprise apps, DI needed | Medium | | Raw TypeScript | < 100ms | Smaller (< 50KB) | Simple handlers, microservices, minimal deps | Low |
2. Project Structure
NestJS Structure
my-nestjs-lambda/ ├── src/ │ ├── app.module.ts │ ├── main.ts │ ├── lambda.ts # Lambda entry point │ └── modules/ │ └── api/ ├── package.json ├── tsconfig.json └── serverless.yml
Raw TypeScript Structure
my-ts-lambda/ ├── src/ │ ├── handlers/ │ │ └── api.handler.ts │ ├── services/ │ └── utils/ ├── dist/ # Compiled output ├── package.json ├── tsconfig.json └── template.yaml
3. Implementation Examples
See the [References](#references) section for detailed implementation guides. Quick examples:
**NestJS Handler:**
// lambda.ts
import { NestFactory } from '@nestjs/core';
import { ExpressAdapter } from '@nestjs/platform-express';
import serverlessExpress from '@codegenie/serverless-express';
import { Context, Handler } from 'aws-lambda';
import express from 'express';
import { AppModule } from './src/app.module';
let cachedServer: Handler;
async function bootstrap(): Promise<Handler> {
const expressApp = express();
const adapter = new ExpressAdapter(expressApp);
const nestApp = await NestFactory.create(AppModule, adapter);
await nestApp.init();
return serverlessExpress({ app: expressApp });
}
export const handler: Handler = async (event: any, context: Context) => {
if (!cachedServer) {
cachedServer = await bootstrap();
}
return cachedServer(event, context);
};**Raw TypeScript Handler:**
// src/handlers/api.handler.ts
import { APIGatewayProxyEvent, APIGatewayProxyResult, Context } from 'aws-lambda';
export const handler = async (
event: APIGatewayProxyEvent,
context: Context
): Promise<APIGatewayProxyResult> => {
return {
statusCode: 200,
headers: { 'Content-Type': 'application/json' },
body: JSON.stringify({ message: 'Hello from TypeScript Lambda!' })
};
};Core Concepts
Cold Start Optimization
TypeScript cold start depends on bundle size and initialization code. Key strategies:
1. **Lazy Loading** - Defer heavy imports until needed 2. **Tree Shaking** - Remove unused code from bundle 3. **Minification** - Use esbuild or terser for smaller bundles 4. **Instance Caching** - Cache initialized services between invocations
See [Raw TypeScript Lambda](references/raw-typescript-lambda.md#cold-start-optimization) for detailed patterns.
Connection Management
Create clients at module level and reuse:
// GOOD: Initialize once, reuse across invocations
import { DynamoDBClient } from '@aws-sdk/client-dynamodb';
const dynamoClient = new DynamoDBClient({ region: process.env.AWS_REGION });
export const handler = async (event: APIGatewayProxyEvent) => {
// Use dynamoClient - already initialized
};Environment Configuration
// src/config/env.config.ts
export const env = {
region: process.env.AWS_REGION || 'us-east-1',
tableName: process.env.TABLE_NAME || '',
debug: process.env.DEBUG === 'true',
};
// Validate required variables
if (!env.tableName) {
throw new Error('TABLE_NAME environment variable is required');
}Best Practices
Memory and Timeout Configuration
- **Memory**: Start with 512MB for NestJS, 256MB for raw TypeScript
- **Timeout**: Set based on cold start + expected processing time
- NestJS: 10-30 seconds for cold start buffer
- Raw TypeScript: 3-10 seconds typically sufficient
Dependencies
Keep `package.json` minimal:
{
"dependencies": {
"aws-lambda": "^3.1.0",
"@aws-sdk/client-dynamodb": "^3.450.0"
},
"devDependencies": {
"typescript": "^5.3.0",
"esbuild": "^0.19.0"
}
}Error Handling
Return proper HTTP codes with structured errors:
export const handler = async (event: APIGatewayProxyEvent): Promise<APIGatewayProxyResult> => {
try {
const result = await processEvent(event);
return {
statusCode: 200,
headers: { 'Content-Type': 'application/json' },
body: JSON.stringify(result)
};
} catch (error) {
console.error('Error processing request:', error);
return {
statusCode: 500,
headers: { 'Content-Type': 'application/json' },
body: JSON.stringify({ error: 'Internal server error' })
};
}
};Logging
Use structured logging for CloudWatch Insights:
const log = (level: string, m
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