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When confronted with intricate issues, organizations frequently become trapped in a continuous loop of short-term solutions and recurring problems. Nevertheless, the advent of root-cause analysis brings forth a revolutionary method, revealing the hid...

Kubernetes is awesome! It lets you manage your applications like a pro, scaling them up and down as needed. But let's face it, as your Kubernetes cluster grows, so does the noise. Suddenly, you're bombarded with alerts – a constant stream of warnings...

You know that frustrating moment when something goes wrong at work, and everyone immediately rushes to quick fixes without truly understanding the root of the problem? This is where root cause analysis (RCA) comes in to help. Let me guide you through...

When it comes to incident analysis and operational risk, most teams fall into two extremes — either overcomplicating the RCA process, or skipping it altogether. I work in IT Governance and Compliance, and I’ve seen firsthand how RCA reporting often b...

Since I started in technology in 1992 (over three decades ago!), I’ve encountered countless scenarios where I was expected to “do more with less.” Whether it meant delivering more with fewer team members or working within constrained hardware resourc...

Basics of ML I began my machine learning journey by understanding what the machine learns. We know the data we obtain in todays world can be fitted with various functions which help us to understand the trends in the data and allows us to make predic...

Effective complaint management involves structuring and analyzing high-volume complaint data to uncover systemic issues and customer insights. By utilizing AI and automation, organizations can enhance categorization, predict trends, and refine strate...
