Operations | Monitoring | ITSM | DevOps | Cloud

Most conversations about buy vs build turn into budget debates. But engineers know that the deeper question is: what exactly are we signing up to run, and who is going to run it? The operating model you choose: is what defines what layers of the stack you own, what skills your team needs, and how you spend your nights on-call. This article reframes the decision around the work itself, not just the invoice.

Containers and microservices are revolutionizing how distributed applications are built, run, and optimized. They enable apps to be highly scalable. You can also isolate some areas for updates and patches without shutting down the entire application or service. Yet, managing containers and microservices at scale can be tricky. That’s where a container management platform like Kubernetes comes in – or, as you’ll see below, where the top Kubernetes alternatives shine.

Azure Kubernetes Service (AKS) continuously generates a high volume of telemetry, ranging from node-level CPU and memory usage to request latencies and error rates within individual pods and services. Without a structured monitoring strategy, this flood of metrics can easily become noise, leaving teams blind to early warning signs. Effective monitoring in AKS is about identifying the right signals, correlating them across layers, and acting before they impact application performance or cluster stability.

The UK’s Competition and Markets Authority (CMA) recently published its final verdict on the state of the cloud industry. While the tone may have softened since its initial findings, the conclusion was still damning: hyperscalers like AWS and Microsoft continue to unfairly dominate the cloud market through opaque, inflated pricing and technical lock-in strategies.

Discover how to cut the pain out of AKS migration. Qovery streamlines Kubernetes setup, scaling, and management on Azure.

As Kubernetes environments continue to grow in scale and complexity, having a robust monitoring strategy is no longer just good practice, it’s essential for survival. For engineering teams in 2025, effective monitoring and observability is the bedrock of performance, reliability, and cost control. This guide dives into the critical aspects of modern Kubernetes monitoring, from key metrics to the top tools/frameworks and the rising role of AI in managing these complex systems.

Explore IaaS, PaaS, and SaaS cloud models to accelerate your shipping. This guide defines each, compares their benefits and drawbacks, and introduces a modern approach to get IaaS power with PaaS simplicity.

Cycle.io is proud to announce that we have officially joined the Vultr Cloud Alliance , a curated ecosystem of best-in-class cloud providers and services. The alliance is built around the opportunity to provide developers, startups, and enterprises more choice, flexibility, and performance without the overhead of traditional orchestration tools.