The evolution of computing technology has significantly transformed the IT landscape, beginning with timesharing in the 1970s, which enabled multiple users to share expensive mainframe resources, to the development of virtual machines, containers, and serverless computing. Timesharing allowed for more efficient use of computing resources, paving the way for virtualization technologies like virtual machines, which provided isolated environments for applications. Containers further streamlined resource usage by sharing a single operating system, offering faster performance and scalability. Serverless computing emerged as a lightweight, event-driven model that abstracts infrastructure management, allowing developers to focus on business logic and pay only for the resources used. This has led to hybrid solutions like Google Cloud Run, which combines the flexibility and persistence of containers with the on-demand scalability of serverless, offering developers versatile options to accelerate deployment and reduce costs. Each technological advancement has addressed specific challenges related to cost, deployment ease, and resource utilization, enhancing the capacity to develop and deploy applications that better serve business needs.