Learn AWS-LAMBDA with Real Code Examples
Updated Nov 25, 2025
Architecture
Lambda runs code in ephemeral containers managed by AWS
Event sources trigger function execution
Automatic scaling handled by AWS infrastructure
Functions can be stateless or access persistent storage via AWS services
Logs sent to CloudWatch automatically
Rendering Model
Event -> Lambda container execution
Code executes in ephemeral container
Access AWS services as needed
Return response or trigger downstream events
Logs sent to CloudWatch for observability
Architectural Patterns
Function-as-a-Service
Event-driven triggers
Stateless execution with external storage
Orchestration via Step Functions
Integration with AWS services
Real World Architectures
Serverless REST API backend
Event-driven ETL pipelines
S3-triggered file processing
Microservice orchestration via Lambda + Step Functions
Scheduled batch processing with CloudWatch
Design Principles
Serverless FaaS model
Event-driven execution
Automatic scaling and concurrency management
Pay-per-use billing
Integration with AWS ecosystem
Scalability Guide
AWS handles automatic scaling based on request volume
Monitor and adjust concurrency limits
Use provisioned concurrency to reduce cold-starts
Integrate with Step Functions for complex workflows
Track metrics via CloudWatch for optimization
Migration Guide
Adapt from traditional servers or containers to Lambda functions
Replace cron jobs with CloudWatch scheduled events
Use AWS services for state instead of local memory
Test each function independently
Leverage IAM roles and AWS managed services