During November 2024, Daniel Mueller enhanced telemetry data collection for the mozilla/probe-scraper repository by integrating the Ads Backend Telemetry Pings Inclusion feature. He updated YAML-based configuration files to add telemetry/glean/pings.yaml to the ads_backend ping_files, ensuring the telemetry pipeline recognizes and processes this data source. This configuration management work improved data completeness and observability for the ads backend, supporting more reliable analytics and dashboards. Daniel’s approach emphasized commit-based traceability and repository governance, with a focus on maintainable integration. The depth of the work lay in aligning telemetry readiness with downstream analytics needs, without introducing new bugs or regressions.