Learn AWS-LAMBDA with Real Code Examples
Updated Nov 25, 2025
Explain
Lambda executes code in response to events such as HTTP requests, S3 uploads, DynamoDB updates, or custom triggers.
Supports multiple programming languages including Node.js, Python, Java, Go, Ruby, .NET, and custom runtimes via Lambda Layers.
Automatically scales functions in response to traffic, handling concurrency without server management.
Integrates with AWS services like API Gateway, S3, DynamoDB, CloudWatch, EventBridge, and Step Functions.
Ideal for building APIs, ETL pipelines, microservices, and event-driven workflows.
Core Features
Function-as-a-Service (FaaS) model
Triggers from AWS services (S3, DynamoDB, SNS, API Gateway, EventBridge)
Lambda Layers for code reuse
Environment variables and secrets via AWS Secrets Manager
Integration with CloudWatch for logging and monitoring
Basic Concepts Overview
Function - the deployed serverless code
Trigger - AWS event that invokes function
Layer - reusable code and dependencies
Environment Variables - runtime configuration
Execution Role - IAM permissions for function access
Project Structure
src/ - source code
template.yaml - SAM configuration
package.json / requirements.txt - dependencies
tests/ - unit and integration tests
deployment scripts - optional CI/CD pipelines
Building Workflow
Write code in supported language
Define function configuration and triggers
Package dependencies (if needed) and deploy
Test function locally using SAM or Serverless Framework
Monitor logs and metrics via CloudWatch
Difficulty Use Cases
Beginner: single API Gateway endpoint
Intermediate: event-driven S3 or DynamoDB processor
Advanced: microservices with multiple functions and triggers
Expert: serverless orchestration with Step Functions
Auditor: optimize concurrency, cold-starts, and cost
Comparisons
AWS Lambda vs Cloudflare Workers: Lambda is region-based serverless, Workers run at edge globally
Lambda vs Fission: Lambda is fully managed on AWS, Fission runs serverless on Kubernetes
Lambda vs Fastly Compute@Edge: Lambda is AWS-region serverless, Fastly executes at edge
Lambda vs Micronaut: Lambda is serverless FaaS, Micronaut is full-stack framework
Lambda vs Node.js server: Node.js requires servers, Lambda auto-scales serverless
Versioning Timeline
2014 – AWS Lambda initial launch
2015 – Added API Gateway integration
2016 – Introduced Layers for code sharing
2017–2019 – Expanded language runtimes
2020–2025 – Improved concurrency, orchestration, and monitoring features
Glossary
Function - unit of serverless code
Trigger - AWS event invoking function
Layer - reusable dependencies
Environment Variables - runtime configuration
Execution Role - IAM role granting permissions