Devops

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Why Downtime Is Still a Surprise for IT Teams

Downtime should be predictable by now. With advanced monitoring systems, cloud infrastructure and AI-driven analytics, IT teams are better equipped than ever. Yet outages still happen without warning and when they do, they disrupt operations, damage customer trust, and cost real money. So what’s going wrong? The truth is, downtime isn’t usually caused by a […]

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IntelliLoad: Building a Smarter AI-Assisted Load Testing Tool

While everyone around me was busy exploring the latest AI tools, I decided to take a slightly different path — exploring AI for load testing. I tried popular tools like K6, TestSprite, and JMeter, learning how they simulate traffic and monitor app performance. But soon I realized: why settle for existing tools when I could

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Why Manual Patch Management No Longer Works

Cyber threats are evolving faster than ever. Every week, vendors release dozens of security patches to fix vulnerabilities in operating systems, applications, and third-party software. For IT teams managing hundreds or even thousands of devices, keeping track of these updates manually has become almost impossible. Manual patch management, once a practical approach for smaller IT

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My Playwright Automation Journey with an AI Partner

If you’ve spent more than five minutes on LinkedIn recently, you’ve probably seen the panic. Everyone is talking about how AI is going to take over software testing and replace us all. Let’s just pause for a second. Whenever I see those posts, this is the console output running in my head: console.log(“Deep breaths. The

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AI engineering: The ethical and social imperatives

If it’s about building better systems, we must ask: Better for whom? In parts one and two of this series, I’ve looked at AI engineering as the discipline that integrates technical practices and orchestrates the -Ops landscape. And I’ve addressed end-to-end accountability, shared governance, and adaptive resilience. But there’s a […] The post AI engineering:

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SpaceX Vaults To Top Of The List As 23 Companies Join Unicorn Board In December

The momentum of new unicorn creation picked up in the final months of 2025, with the fourth quarter showing the highest count of newly minted billion–dollar-plus valued companies since Q2 2022. In December alone, 23 companies joined The Crunchbase Unicorn Board, more than doubling the count from a year ago. The value of the unicorn

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Top 7 Trends Shaping the Future of Cloud Security

Cloud technology keeps growing faster than anyone expected. Businesses rely on it for everything—from storing data to running daily operations. But as companies move more systems online, security concerns grow too. Hackers are more skilled, threats are more complex, and protecting sensitive data has become a major challenge. Organizations can’t just rely on old security

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