Worked on the gitlabhq/gitlab-runner repository to deliver targeted documentation improvements supporting cloud-native deployments. Focused on clarifying Docker Autoscaler prerequisites for AWS by specifying the need for Auto Scaling group scale-in protection, which helps reduce misconfiguration risks and streamlines onboarding for new users. Additionally, updated documentation to detail Kubernetes Executor service account permissions required for feature flags and remote Kubernetes commands, consolidating permission requirements for safer, more scalable runner deployments. Leveraged Go, Kubernetes, and Markdown to ensure technical accuracy and traceability, with each change linked to specific commits for auditability. No bug fixes were recorded during this two-month contribution period.