Constructing robust and scalable data pipelines is paramount critical in today's data-driven landscape. To ensure maximum performance and stability, pipelines must be designed to handle growing data volumes while maintaining integrity. Implementing a structured approach, incorporating automation and surveillance, is vital for building pipelines tha