GitHub’s updated Good First Issues feature combines a weakly supervised ML model with curated labels to help new and experienced contributors find approachable open source tasks. Here’s how the pipeline works.
Google’s Application Manager for GKE brings GitOps-style deployment automation to Kubernetes, letting developers manage infrastructure configuration alongside application code using the appctl CLI.
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Git and GitHub are no longer just for software developers. Learn the core GitHub workflows every data scientist needs — repositories, branches, and pull requests — to collaborate effectively and move models into production.
GitOps brings Git-based workflows to infrastructure management and deployment. Learn what GitOps is, how the pipeline works, and the concrete benefits it offers DevOps teams.
Australian digital bank UBank has open-sourced an iOS accessibility auditing toolkit on GitHub, helping developers, designers, and testers identify and fix accessibility issues in their apps.
A cybersecurity firm discovered a public GitHub repository uploaded by an AWS engineer that contained customer credentials, private encryption keys, and API tokens — and remediated it within hours.
A 954MB public GitHub repository belonging to an AWS engineer contained system credentials, API keys, customer correspondence, and documents marked ‘Amazon Confidential’ — and was publicly accessible for nearly five hours before being taken down.
GitHub’s AI-powered “good first issues” feature uses deep learning to match open source contributors with beginner-friendly issues, surfacing recommendations across repositories that previously had no relevant labels.
Git 2.25, released January 2020, introduced mature partial clone support and the new sparse-checkout command, offering meaningful performance gains for teams working with large repositories.
A roundup of notable DevOps news: GitLab migrates its CDN to Cloudflare, LaunchDarkly secures $54M in funding, Puppet shifts to quarterly major releases, and GitHub adds 22 partners to its Student Developer Pack.
Backing up Kubernetes and Docker environments requires more than saving container state. Learn what to back up—Dockerfiles, images, etcd, persistent volumes, and databases—and how to do it reliably.
The Cloud Native Computing Foundation has launched a public bug bounty program for Kubernetes, operated by HackerOne, offering rewards up to $10,000 for critical security vulnerabilities.
CI/CD pipelines are evolving well beyond code-to-deploy automation. Learn how basic and extended pipeline models differ, where end-to-end tooling fits in, and why DevOps and CI/CD are not the same thing.
Despite dominating search, browsers, and mobile OS, Google Cloud held only a small share of the public cloud market. Here’s why management friction, missed acquisitions, and privacy concerns kept it trailing Amazon and Microsoft.
AWS re:Invent 2019 introduced more than a dozen services and features that flew under the radar. This recap covers the most significant overlooked launches across EC2, Lambda, containers, security, and developer tooling.
AWS, Azure, and Google Cloud all posted strong growth in 2019, but each had a standout moment. Here’s how the three cloud giants compared across market share, product launches, and strategic direction.
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2019 was a landmark year for DevOps: Jakarta EE 8 moved enterprise Java to open governance, .NET Core 3.0 gained C# 8 and self-contained apps, and GitHub surpassed 40 million developers under Microsoft ownership.
A practical guide to version control hosting software — covering what it is, the leading platforms (GitHub, GitLab, Bitbucket, JFrog, and others), and the factors driving adoption across DevOps teams worldwide.
