James Rich developed an automated labeling feature for the meshtastic/Meshtastic-Android repository, focusing on streamlining dependency management for Renovate pull requests. Using Shell scripting and leveraging automation and CI/CD skills, he implemented a system that automatically applies a 'dependencies' label to relevant PRs. This approach reduced the need for manual tagging, enabling maintainers to filter and prioritize dependency updates more efficiently and accelerating the release process. The work demonstrated a clear understanding of configuration management and Git-based workflows, providing a transparent audit trail through documented commits. The feature addressed a specific workflow bottleneck and improved overall PR triage efficiency.