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, or implementing serverless TypeScript applications. Triggers include "create lambda typescript", "deploy typescript lambda", "nestjs lambda aws", "raw typescript lambda", "aws lambda typescript performance".
- Skill ID
- giuseppe-trisciuoglio/developer-kit/aws-lambda-typescript-integration
- Publisher
- giuseppe-trisciuoglio
- Repository
- developer-kit
- Installs
- 0
- Files
- 8
- Synced
- Sep 23, 2026
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giuseppe-trisciuoglio/developer-kit/aws-lambda-typescript-integrationInstalls these files- SKILL.md
- references/express-adapter.md
- references/fastify-adapter.md
- references/nestjs-lambda.md
- references/raw-typescript-lambda.md
- references/serverless-config.md
- references/serverless-deployment.md
- references/testing.md
What this skill tells the agent
AWS Lambda TypeScript Integration
Patterns for creating high-performance AWS Lambda functions in TypeScript with optimized cold starts.
Overview
Two approaches for TypeScript Lambda:
- NestJS Framework - Dependency injection, modular architecture, larger bundle (100KB+)
- 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.ymlRaw TypeScript Structure
my-ts-lambda/
├── src/
│ ├── handlers/
│ │ └── api.handler.ts
│ ├── services/
│ └── utils/
├── dist/ # Compiled output
├── package.json
├── tsconfig.json
└── template.yaml3. Implementation Examples
See the 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:
- Lazy Loading - Defer heavy imports until needed
- Tree Shaking - Remove unused code from bundle
- Minification - Use esbuild or terser for smaller bundles
- Instance Caching - Cache initialized services between invocations
See Raw TypeScript Lambda 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, message: string, meta?: object) => {
console.log(JSON.stringify({
level,
message,
timestamp: new Date().toISOString(),
...meta
}));
};
log('info', 'Request processed', { requestId: context.awsRequestId });Deployment Options
Quick Start
Serverless Framework:
service: my-typescript-api
provider:
name: aws
runtime: nodejs20.x
functions:
api:
handler: dist/handler.handler
events:
- http:
path: /{proxy+}
method: ANYAWS SAM:
AWSTemplateFormatVersion: '2010-09-09'
Transform: AWS::Serverless-2016-10-31
Resources:
ApiFunction:
Type: AWS::Serverless::Function
Properties:
CodeUri: dist/
Handler: handler.handler
Runtime: nodejs20.x
Events:
ApiEvent:
Type: Api
Properties:
Path: /{proxy+}
Method: ANYDeployment Validation
Pre-deploy checks:
- Run
npm test- verify all tests pass - Run
npm run build- confirm TypeScript compiles without errors - Verify bundle size < 50MB (unzipped)
- Run
serverless invoke localorsam local invoke- test locally
Post-deploy verification:
- Run
serverless invokeoraws lambda invoke- verify handler executes - Test API endpoint via curl or Postman
- Check CloudWatch logs for errors
- Verify cold start time meets SLA
For complete deployment configurations including CI/CD, see Serverless Deployment.
Constraints and Warnings
Lambda Limits
- Deployment package: 250MB unzipped maximum (50MB zipped)
- Memory: 128MB to 10GB
- Timeout: 15 minutes maximum
- Concurrent executions: 1000 default (adjustable)
- Environment variables: 4KB total size
TypeScript-Specific Considerations
- Bundle size: TypeScript compiles to JavaScript; use bundlers to minimize size
- Cold start: Node.js 20.x offers best performance
- Dependencies: Use Lambda Layers for shared dependencies
- Native modules: Must be compiled for Amazon Linux 2
Common Pitfalls
- Importing heavy libraries at module level - Defer to lazy loading if not always needed
- Not bundling dependencies - Include all production dependencies in the package
- Missing type definitions - Install
@types/aws-lambdafor proper event typing - No timeout handling - Use
context.getRemainingTimeInMillis()for long operations
Security Considerations
- Never hardcode credentials; use IAM roles and environment variables
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