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The latest News and Information on DevOps, CI/CD, Automation and related technologies.

How to overcome common challenges in machine learning deployments

🚨 To read the full findings from this research, visit The Machine Learning State of Play 2024 white paper. Are the challenges of deploying machine learning (ML) overshadowing its true potential in the modern workplace? Through our recent white paper , we spoke to 500+ developers who have experience working with ML systems to gain an understanding of the pain points faced by developers when using ML solutions.
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JS Toolbox 2024: Runtime environments & package management

JavaScript remains the world's leading programming language, and with TypeScript now ascending to third most popular, JavaScript is bigger than ever! As a result, there's a bewildering range of tools on offer for JavaScript developers. And just as any durable structure needs a solid foundation, successful JavaScript projects rely heavily on starting with the right tools. This post, the first in our JS Toolbox 2024 series, explores the core pillars of the JavaScript & TypeScript ecosystem: Runtime environments, package management, and development servers.

Do We Still Need to "Observe"? The Future of AI & O11y

AI has had a massive impact on every part of our lives, but mainly on how we consume large data sets easily. The observability world is based on collecting enormous amounts of data and consuming it by observing dashboards built on monitoring tools. Most of the o11y tasks like writing complex queries, creating dashboards & defining alerts, have been done much in the same way for the last decade & AI models are well-positioned to disrupt this modus operandi.

Why and how to use site reliability golden signals

Software complexity makes it harder for teams to rapidly identify and resolve issues. IT service management has evolved from an afterthought to a central part of DevOps. Microservices architectures are prone to delay or missed identification of such concerns. Monitoring mechanisms need to keep up with these complex infrastructures. Maintaining reliability and performance while harnessing this complexity requires a considered, data-driven approach.

The Evolution Of Cloud Cost Optimization Over The Last Decade

Over the past decade, the cloud computing landscape has transformed remarkably, evolving from a nascent technology into a fundamental component of modern digital infrastructure. As the technology has evolved, so too has the need to develop complex cost optimization strategies. A decade ago, businesses grappled with the complexities of brand-new cloud services, often facing challenges in managing costs due to opaque pricing models and a limited understanding of cloud economics.

Future-Proofing IT Operations: Charter's Journey to Enhanced Reliability with Squadcast

Discover the transformative journey of Charter, a leader in global IT services, towards achieving unmatched operational reliability through the strategic use of Squadcast in this insightful webinar recording. Chris Ardagh from Charter shares valuable insights and experiences, highlighting how advanced incident management practices with Squadcast have allowed the organization to redefine benchmarks in reliability engineering.

GitKraken Workshop: A More Perfect Handoff in your Development Workflow

Want better ways to keep your workflow efficient? GitKraken can help developers and their teams reduce context switching, manage multiple repositories, perform batch commands, and much more. Discover how to integrate pull requests and issues from GitHub/GitLab/Bitbucket/Azure DevOps and GitLens or GitKraken Client into one unified view.

Collaborate on code earlier, faster, BETTER #GitKraken #shorts

PR's can feel like a drag, especially when there's 5 million lines of code to look over (okay, not actually 5 million. �� But it feels that way.) Cloud Patches let you sync up earlier in the development process so you spend less time waiting on PRs and more time coding – no commits needed!

xz Backdoor: What to Know + What to Do About the XZ Utils Vulnerability

The xz backdoor is a vulnerability in XZ Utils, a popular data compression library. The xz backdoor can let unauthorized users gain admin-level access to systems, endangering data security and much more. Read on to learn more about the xz backdoor, who’s affected, and what you can do now to find out if your systems are at risk.