Operations | Monitoring | ITSM | DevOps | Cloud

The IT landscape has evolved rapidly, transitioning from monolithic applications to complex, distributed system architectures comprising microservices that run on platforms like Kubernetes. With this added complexity, simply checking if a server is running is no longer sufficient. As IT professionals, we need insight into what’s really happening inside these systems. That’s where observability comes in.

Automation revealed truth. AI learned to reason from it. Now, systems are beginning to understand themselves. The self-aware enterprise isn’t a vision of autonomy. It’s a model of awareness. It sees, understands, and acts with precision based on verified knowledge of how it operates. This is the next evolution of intelligence in IT. Not artificial. Not imagined. Built.

2025 has been quite a year! As we enter into 2026, we want to share all the great features that VictoriaMetrics Cloud has brought in the last quarter. Remember that this Quarterly Live Update is available in video format as well here: Let’s get to it!

In engineering, there's a concept known as the Iron Triangle. With three sides—cost, quality, time—it's a framework intended to help you prioritize different aspects of project management Want fast, high-quality features? It'll cost you. Need to keep costs down while maintaining quality? That'll take time. And if you're trying to move fast and cheap? Well, good luck with quality. For years, this has been the brutal reality of running services on the web.

Observability is the surprising budget line that isn’t shrinking. 96% of IT leaders expect observability budgets to hold steady or grow over the next 12 months. And 62% expect those budgets to increase regardless of broader IT budget cuts. Why? Because as infrastructure becomes more distributed and harder to manage, observability has shifted from a “nice to have” to a control point for cost, performance, and risk.