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Dave Raffensperger

PROFILE

Dave Raffensperger

During January 2026, Dave Raff focused on enhancing the reliability of monitoring dashboards in the GoogleCloudPlatform/monitoring-dashboard-samples repository. He addressed a critical issue in Prometheus queries by correcting the calculation of node CPU core counts over extended time ranges, which previously led to inaccurate capacity metrics and misleading alerts. Working primarily with Kubernetes, Prometheus, and JSON-based dashboard configurations, Dave’s fix improved the accuracy of data visualizations and enabled more dependable capacity planning. His contribution demonstrated a strong grasp of PromQL and Git-based workflows, delivering a targeted solution that increased trust in monitoring data without introducing new features or unnecessary complexity.

Overall Statistics

Feature vs Bugs

0%Features

Repository Contributions

1Total
Bugs
1
Commits
1
Features
0
Lines of code
6
Activity Months1

Work History

January 2026

1 Commits

Jan 1, 2026

January 2026 monthly summary for GoogleCloudPlatform/monitoring-dashboard-samples: Focused on improving data quality and reliability of node metrics in the monitoring dashboards. Delivered a critical bug fix that corrected Prometheus Node CPU core count across long time ranges, ensuring dashboards reflect accurate capacity and avoiding misleading alerts. This work improves capacity planning, reduces alert fatigue, and strengthens trust in monitoring dashboards.

Activity

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Quality Metrics

Correctness100.0%
Maintainability80.0%
Architecture80.0%
Performance80.0%
AI Usage20.0%

Skills & Technologies

Programming Languages

JSON

Technical Skills

KubernetesPrometheusdata visualizationmonitoring

Repositories Contributed To

1 repo

Overview of all repositories you've contributed to across your timeline

GoogleCloudPlatform/monitoring-dashboard-samples

Jan 2026 Jan 2026
1 Month active

Languages Used

JSON

Technical Skills

KubernetesPrometheusdata visualizationmonitoring

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