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When “Testing in Production” Goes Wrong: Lessons From Cloudflare’s Recent Outages

In the world of IT and systems engineering, there's a golden rule that everyone learns early on: never experiment directly on your live environment. Changes should be tested, validated, broken, repaired, and verified long before they ever touch anything users depend on. That's why most organizations maintain multiple environments such as Development, Test, and Staging before rolling anything into Production. It is a time-tested safety net designed to protect reliability.

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A Beginner-Friendly Guide to Docker for Web Development

If you've ever built a web project and thought, "Why does everything work perfectly on my computer but not on someone else's?", then Docker is about to become your new best friend. Over the past few years, Docker has quietly become one of the most important tools in modern web development because it solves exactly that problem: environment inconsistency.

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AWS Introduces EBS Volume Clones: Instant, Crash-Consistent Data Copies for Faster Testing and Development

Amazon Web Services (AWS) has rolled out a powerful new capability for its Elastic Block Store (EBS): Volume Clones. The feature allows developers and system administrators to create instant, crash-consistent copies of EBS volumes — dramatically speeding up workflows that depend on fresh, production-like data environments.

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