This study focuses on a startup struggling with managing its AWS-based infrastructure due to predominantly manual configurations. The infrastructure includes databases, servers, Amazon ECS services, Kafka, Lambda, Secret Manager, SQS, VPN, S3, Datadog, and other networking components. The manual approach was prone to human error, time-consuming, and inefficient, necessitating a more reliable and efficient infrastructure management solution.