Carbon-Aware GitOps: Implementing Energy-Efficient Quality Gates in Kubernetes Delivery Workflows
Abstract
Current GitOps practices optimize for deployment speed and reliability but ignore carbon intensity, leading to unnecessary emissions in cloud-native delivery workflows. This paper presents CarbonGate, a framework that calculates projected carbon intensity of Kubernetes workloads during pull request review and blocks or schedules merges based on configurable carbon thresholds. We implement carbon estimation models using container resource profiles, integrate with WattTime and ElectricityMap APIs, and evaluate across 191,240 production deployments over six months. CarbonGate reduces carbon emissions by 23-31% compared to baseline GitOps workflows, with zero increase in deployment latency and 92% developer acceptance rate.
Fields of Study & Subjects
Green IT and Sustainability
Cloud Computing and Resource Management
Energy Efficiency in Computing
Publication details
- Journal / source
- OSF Preprints (OSF Preprints)
- Publication date
- 8 February 2026
- Document type
- Preprint