Worked on the DataDog/watermarkpodautoscaler repository to enhance documentation, focusing on clarifying the correct usage of the Watermark Pod Autoscaler within Kubernetes environments. Updated the README using Markdown to explain that omitting the 'replicas' field in Deployment manifests prevents conflicts between the Kubernetes controller and the autoscaler, ensuring proper scaling behavior. This documentation-driven approach aimed to reduce misconfiguration risks, streamline developer onboarding, and improve overall maintainability. No bugs were fixed during this period, as the primary emphasis was on repository hygiene and user guidance. The work leveraged strong documentation skills to deliver tangible improvements in deployment reliability.