Worked on the zsoftly/ztiaws repository to enhance the EC2 Test Manager by implementing dynamic AWS resource discovery. Refactored the EC2 Manager Script using Shell scripting and AWS tools to automatically identify VPCs, subnets, and security groups based on AWS tags, eliminating the need for manual configuration. This approach enabled environment-agnostic deployments and improved the reliability of test orchestration across different AWS environments. The changes laid the foundation for scalable multi-account testing and streamlined onboarding for new environments, leveraging DevOps practices to automate resource identification and increase robustness in deployment workflows. No bug fixes were recorded during this period.