If you have ever faced performance issues in an application, whether it's sluggish load times, long processing delays, or poor scalability you have probably been told that optimizing the code or database is the solution. But what does that really mean in practice? A lot of the time, it boils down to one of two causes: either a poorly optimized algorithm (often with quadratic or exponential time complexity) or an inefficient database query.

Kubernetes offers the ability to scale infrastructure to accommodate fluctuating demand, enabling organizations to maintain availability and high performance during surges in traffic and reduce costs during lulls. But scaling comes with tradeoffs and must be done carefully to ensure teams are not over-provisioning their workloads or clusters. For example, organizations often struggle with overprovisioning in Kubernetes and wind up paying for resources that go unused.

While overprovisioning Kubernetes workloads can provide stability during the launch of new products, it’s often only sustainable because large companies have substantial budgets and favorable deals with cloud providers. As highlighted in Datadog’s State of Cloud Costs report, cloud spending continues to grow, but a significant portion of that cost is often due to inefficiencies like overprovisioning.

Custom resources are critical components in Kubernetes production environments. They enable users to tailor Kubernetes resources to their specific applications or infrastructure needs, automate processes through operators, simplify the management of complex applications, and integrate with non-native applications such as Kafka and Elasticsearch.

Discover why Brazil’s growing tech industry and booming economy make it a prime destination for businesses looking to expand into Latin America. With a booming digital economy, a thriving fintech sector, and some of the world’s heaviest internet users, Brazil has become a hotspot for businesses looking to foster innovation. Add accelerating data center growth to increased cloud adoption, and the opportunities for enterprises seeking to scale their potential are immense.

Why do services need API monitoring? Application programming interfaces (APIs) have become indispensable for digital business. Forbes found that 98% of developers consider APIs to be crucial to getting their work done, and 86% of developers expected their use of APIs to increase. A survey by McKinsey found that 88% of banking companies believe APIs are increasing in importance; 81% think APIs are a priority for business and IT.