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

cloudzero

Build Vs. Buy? Why Creating Your Own Cost Management Platform Is Futile

Oct 21, 2025 By Adam Tankanow In CloudZero
The siren song of building a custom, internal cloud cost management platform is enticing. Many brilliant engineering teams are convinced they can come up with a bespoke solution that perfectly fits their needs. They look at their company’s unique infrastructure and decide they can DIY cost management without having to rely on an external vendor. Believe me, I get the temptation.
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GitKraken Insights | Engineering Intelligence in Minutes

Oct 21, 2025 By GitKraken In GitKraken
Most software intelligence tools take months to implement, cost a fortune, and end up collecting dust. GitKraken Insights is different. It helps engineering leaders measure what matters: AI impact, code quality, delivery performance, and developer experience, all in one place. It’s the latest evolution of the GitKraken DevEx platform, trusted by over 40 million developers. Insights connects data from across your GitKraken tools to give you a complete picture of engineering health and value. We're talking DORA metrics, pull request metrics, and AI impact.
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Why Every Developer Needs Their Own AI Knowledge Base (It's Easier Than You Think)

Oct 21, 2025 By GitKraken In GitKraken
Ever feel like you're drowning in documentation scattered across Confluence, Slack, Jira, and Git commits? Kyle Fransham, Senior VP of R&D at Superna, shares why every developer should run their own local LLM and shows you exactly how to do it. In this GitKon talk, Kyle reveals how to turn your personal "master document of knowledge" into a queryable AI assistant running directly on your laptop. No cloud dependencies, no organization bottlenecks...just your own development copilot that understands your unique workflows, tips, and tribal knowledge.
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AI-Powered Translation Tools: A Hidden Asset for Scaling DevOps Globally

AI-Powered Translation Tools: A Hidden Asset for Scaling DevOps Globally

Oct 21, 2025 By OpsMatters In OpsMatters
DevOps or development (Dev) and IT operations (Ops) teams are no longer confined to single geographic locations or language groups. With over 80% of organizations now practicing DevOps (a figure projected to reach 94% in the near future), the challenge of scaling operations globally has never been more critical. Yet, one persistent bottleneck continues to slow down even the most sophisticated DevOps workflows: language barriers.
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Optimizing Enterprise Operations Through Professional Data Center Decommissioning

Optimizing Enterprise Operations Through Professional Data Center Decommissioning

Oct 21, 2025 By OpsMatters In OpsMatters
You ever walk into a server room that feels like a time capsule? Half the machines are blinking away like they're still running Windows Server 2003. Then there's a label on a rack that nobody remembers putting there, and someone swears the old backup tape drive "might still be needed." Yeah. That. It's wild how many large organizations run on infrastructure that's way past its prime. And I get it - no one wants to mess with systems that are still technically "working."
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speedscale

Debugging Without a Net: The Pain of Reproducing Production Issues

Oct 20, 2025 By Alan Mon In Speedscale
Every engineer has been there — a late-night page, a broken feature in production, and no clear way to reproduce it. The logs are vague. The metrics look normal. Your local environment works fine. Yet something somewhere is failing for real users. So begins the detective work — debugging a live system with almost no tools, no perfect test data, and no clone of production.
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