> We selected tools that matched specific workloads:

> Stateless services → Moved to AWS ECS/Fargate.

> Stateful services → Deployed on EC2 instances with Docker, reducing the need for complex orchestration.

> Batch jobs → Handled with AWS Batch.

> Event-driven workflows → Shifted to AWS Lambda.