--- title: GitLab Brings Carbon Awareness to CI/CD to Measure the... description: GitLab has outlined a Green DevOps approach for measuring carbon emissions generated by CI/CD pipelines. Rather than treating sustainability as purely an... canonical: https://daily.dev/posts/gitlab-brings-carbon-awareness-to-ci-cd-to-measure-the-environmental-cost-of-software-delivery-n8m96rql4 twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: GitLab Brings Carbon Awareness to CI/CD to Measure the Environmental Cost of Software Delivery | daily.dev og:description: GitLab has outlined a Green DevOps approach for measuring carbon emissions generated by CI/CD pipelines. Rather than treating sustainability as purely an... og:url: https://daily.dev/posts/gitlab-brings-carbon-awareness-to-ci-cd-to-measure-the-environmental-cost-of-software-delivery-n8m96rql4 og:image: https://api.daily.dev/og/posts/N8m96rqL4.png og:image:alt: GitLab Brings Carbon Awareness to CI/CD to Measure the Environmental Cost of Software Delivery og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # GitLab Brings Carbon Awareness to CI/CD to Measure the Environmental Cost of Software Delivery **[InfoQ](https://daily.dev/sources/infoq)** · 4 min read · 5 upvotes · 0 comments ## Summary GitLab has outlined a Green DevOps approach for measuring carbon emissions generated by CI/CD pipelines. Rather than treating sustainability as purely an infrastructure concern, the approach embeds environmental observability directly into delivery workflows by correlating pipeline duration, runner utilization, compute resources, and regional energy grid intensity to estimate emissions per pipeline execution. The resulting metrics can be surfaced in engineering dashboards alongside traditional measures like build time and cost. A key insight is that reducing emissions often aligns with improving engineering efficiency — techniques like intelligent caching, selective testing, artifact reuse, and right-sized runners simultaneously cut costs, speed up delivery, and lower carbon output. GitLab also notes that as AI-assisted development increases build and test frequency, carbon-aware CI/CD becomes an important lens for evaluating engineering effectiveness. The broader ecosystem includes the Green Software Foundation's SCI specification and tools like Cloud Carbon Footprint, Scaphandre, and Kepler, though environmental observability at the CI/CD layer remains relatively immature. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Similar posts on daily.dev - [Green DevOps: Why carbon measurement belongs in your CI/CD pipeline](https://daily.dev/posts/green-devops-why-carbon-measurement-belongs-in-your-ci-cd-pipeline-cqpfjbwoi) · GitLab · 0 upvotes · 0 comments - [Carbon-Aware DevOps: Turning CI/CD Pipelines Into Emissions-Controlled Workloads](https://daily.dev/posts/carbon-aware-devops-turning-ci-cd-pipelines-into-emissions-controlled-workloads-i7vcivfjq) · DevOps.com · 0 upvotes · 0 comments - [Developing and Deploying Software in a Sustainable Way](https://daily.dev/posts/developing-and-deploying-software-in-a-sustainable-way-s845pvhqt) · InfoQ · 0 upvotes · 0 comments --- Tags: [#devops](https://daily.dev/tags/devops), [#cicd](https://daily.dev/tags/cicd), [#gitlab](https://daily.dev/tags/gitlab) [View this post on daily.dev](https://daily.dev/posts/gitlab-brings-carbon-awareness-to-ci-cd-to-measure-the-environmental-cost-of-software-delivery-n8m96rql4) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"TechArticle","headline":"GitLab Brings Carbon Awareness to CI/CD to Measure the Environmental Cost of Software Delivery","url":"https://daily.dev/posts/gitlab-brings-carbon-awareness-to-ci-cd-to-measure-the-environmental-cost-of-software-delivery-n8m96rql4","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/gitlab-brings-carbon-awareness-to-ci-cd-to-measure-the-environmental-cost-of-software-delivery-n8m96rql4"},"datePublished":"2026-07-21T12:04:13.464Z","dateModified":"2026-07-21T14:20:54.025Z","description":"GitLab has outlined a Green DevOps approach for measuring carbon emissions generated by CI/CD pipelines. 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