The IT industry has reached a tipping point. For years, we focused on “Engineering”—writing better code and building faster pipelines. But today, the challenge isn’t just the technology; it’s the…

Introduction Master Data Management (MDM) is a comprehensive method used by organizations to ensure that their data is consistent, accurate, and accessible across the entire enterprise. In 2025, MDM tools…

Scale AI has become a well-known name in data labeling and enterprise AI services. Teams building an AI product often consider the company for training data, model evaluation, and related…

Threat intelligence (TI) has matured fast in the last couple of years. In 2025–2026, the “best” tools aren’t just big databases of indicators—they’re platforms that turn intelligence into decisions: prioritizing…

For DevOps, Cloud, SRE, and platform engineers outside the United States, finding a job is only part of the battle. The harder part is identifying the best visa path for…

Getting into IT without a technical background can feel confusing at first. Everyone throws around acronyms, job ads ask for “experience,” and you start wondering where beginners are supposed to…

The Certified DevOps Architect (CDA) certification is a respected credential for professionals who want to demonstrate their expertise in designing DevOps solutions. It concentrates on planning, building, and managing automated…

Why Does Invoice Data Look Correct in QuickBooks but Wrong in Salesforce? You open a Salesforce Account or Opportunity and review the related payment or billing information. Salesforce indicates that…

In the high-velocity world of 2026 DevOps and site reliability engineering, the focus is almost exclusively on the “uptime” of our systems. We obsess over the latency of our microservices,…

Introduction The demand for DevOps professionals has never been higher. As businesses strive for faster development cycles, reduced costs, and improved software quality, DevOps practices play a crucial role. Achieving…

How to choose the right certification in 60 seconds Choose by your end-goal Choose by your current level The simple “stack” these certifications cover No matter which path you pick,…

DevOpsSchool, DevSecOpsSchool, SRESchool, AIOpsSchool, DataOpsSchool & FinOpsSchool Certifications (Complete List + Links) Across tracks like DevOps, DevSecOps, SRE, AIOps/MLOps, DataOps, FinOps, and major cloud platforms (Amazon Web Services, Microsoft Azure,…

1) Introduction Cloud security has moved far beyond “turn on MFA and lock down S3.” Modern AWS environments are multi-account, heavily automated, and constantly changing—so security professionals are expected to…

Introduction In today’s fast-paced tech landscape, DevOps has become integral to delivering efficient software. However, many organizations struggle to adopt a seamless and cohesive DevOps approach that ensures faster, more…

Introduction Teams often ship features faster than ever, yet they still lose time to unstable releases, messy environments, unclear ownership, and “it works on my machine” firefights. Therefore, senior engineers…

Stepping into the 2026 academic year, the pressure on students has reached an all-time high. With curriculums becoming more dense and the integration of complex digital tools, many find themselves…

Gone are the days when virality was a roll of the dice. What was once a matter of luck, timing, and opaque algorithms has evolved into something far more predictable….

❌ What’s NOT Available in EKS ✅ Available Solutions (Ranked by Effectiveness) Solution 1: Mutating Admission Webhook (Recommended) This automatically injects topology spread constraints into all deployments at creation time….