In today's technology landscape, the hybrid cloud has become the backbone of today’s IT strategies. Combining the flexibility of public cloud services with the control of private infrastructure, hybrid cloud environments offer a balance of scalability, cost efficiency, and data sovereignty. But let’s be real: Managing these complex ecosystems isn't easy.

When you investigate an incident, context is everything. Let’s say you’re working on-call and get pinged in the middle of the night. You open the alert and it sends you to a dashboard where you recognize a latency pattern. But is the spike normal for that time of day? Is it even relevant? Next thing you know, you’re expanding the time window and checking other related metrics as you try to figure out what’s going on. It’s not to say you won’t find the answers.

Has your organization finally developed that game changing generative AI application? Is your CTO, CIO, or CEO banking on it being a success? I bet they are! Now, here’s the big question: Are you prepared to monitor and troubleshoot your new application once users get engaged? Fear not, my boy Derek Mitchell has you covered with two incredible Splunk Lantern articles which goes deep into how Splunk Observability Cloud allows you to instrument GenAI apps to gain critical observability insights.

A vector database is a data storage system that organises information in the form of vectors, which are mathematical representations. These databases are designed to store, index, and query vector embeddings or numerical representations of unstructured data, including text documents, multimedia content, audio, geospatial coordinates, tables, and graphs.

Hint: Append them to your structured logs or spans.

Maintaining strong relationships between departments and clients is essential. That’s where the business relationship manager (BRM) really shines. This professional plays a vital role in bridging the gap between a company’s internal operations and its external partners, ensuring smooth communication, alignment of goals, and effective collaboration. If you're curious about this role, you're in the right place.

In today’s digital world, businesses can’t afford to ignore cybersecurity threats. Every day, new types of attacks emerge, putting companies at risk of data breaches and financial losses. But here's the good news: cybersecurity as a service (CSaaS) is an innovative and scalable solution designed to keep your business safe without the hassle of managing an in-house cybersecurity team.

This article explores a few popular CLI tools for managing k8s environments. CLI tools offer efficient, streamlined management and troubleshooting for Kubernetes. In this article, we'll learn how they can help you manage k8s environments.

If you’ve been working with Kafka long enough, you know its power when it comes to real-time data streaming. But, like any complex system, it comes with its own set of headaches—especially when it comes to partition rebalancing. One day your cluster is humming along, and the next, a rebalance kicks in, and suddenly you’re staring at a bunch of overloaded brokers and bottlenecked data flows.

Kubernetes is known for its modularity, and its integration with cloud environments. Throughout its history, Kubernetes provided in-tree cloud provider integrations with most providers, allowing us to create cloud-related resources via API calls without requiring us to jump through hoops to deploy a cluster that utilizes the power of underlying networking infrastructure. However, this behavior will change with the release of Kubernetes v1.31, and right now is the best time to plan for it.