During April 2025, McNichols authored comprehensive Queue Metrics Observability Documentation for the elastic/endpoint-package repository, focusing on kernel and user asynchronous event queues. The work detailed metrics such as drops, queue size, and last drop time, providing clear guidance for monitoring and troubleshooting queueing mechanisms. Leveraging Markdown and YAML, McNichols applied strong technical writing and documentation skills to align with internal observability standards. This documentation improved maintainability and developer experience by clarifying complex queue behaviors, supporting faster triage and proactive capacity planning. The depth of coverage demonstrated a solid understanding of both kernel and user-space queueing concepts within observability frameworks.