Operations | Monitoring | ITSM | DevOps | Cloud

January 2023

A beginner's guide to Kubernetes application monitoring

Application performance monitoring (APM) involves a mix of tools and practices to track specific performance metrics. Engineers use APM to monitor and maintain the health of their applications and ensure a better user experience. This is crucial to high quality architecture, development, and operations, but it can be difficult to achieve in Kubernetes since the container orchestration system doesn’t provide an easy way to monitor application data like it does for other cluster components.

Kubernetes network monitoring: What is it, and why do you need it?

In this article, we will dive into Kubernetes network monitoring and metrics, examining these concepts in detail and exploring how metrics in an application can be transformed into tangible, human-readable reports. The article will also include a step-by-step tutorial on how to enable Calico’s integration with Prometheus, a free and open-source CNCF project created for monitoring the cloud.

3 Key Questions to Ask Before Getting Started with Kubernetes

If you need to deploy a lot of microservices at once and manage them at scale, Kubernetes is hard to beat. But Kubernetes also brings additional complexity that you just might not need. You would be smart to ask yourself these three questions before getting started with Kubernetes.

The Business Case for CAPI: Enhanced Kubernetes Management and More

There are instances in which organizations miss the opportunity to improve their infrastructure and gain competitive advantages by clinging to entrenched, well-worn technologies with which they are comfortable. This is the case with Terraform and Cluster API (CAPI). When explaining to various organizations the benefits they could gain through CAPI, I have heard hesitant responses such as.

How to Get Full Kubernetes Observability in Minutes

How is your organization handling Kubernetes observability? What tools are you using to monitor Kubernetes? Is it a time-consuming, manual process to collect, store and visualize your logging, metrics and tracing data? And, what are you actually getting out of all that investment? At Logz.io we’re trying to make this process easier for customers who are serious about Kubernetes observability. We’ve made significant investments in this area for Kubernetes use cases.

Use library injection to auto-instrument and trace your Kubernetes applications with Datadog APM

Many organizations rely on distributed tracing in Datadog APM to gain end-to-end visibility into the performance of their Kubernetes applications. But as teams grow, it can become impractical for them to manually configure each new application with the libraries and environment variables needed for tracing.

Deciphering container complexity from operations to security

Kubernetes turns 9 this year and with its maturity each year, it brings new challenges that drive seismic influence across the rapidly changing cloud native ecosystem. Each year we see new tools created and existing solutions optimized from new lightweight distributions, new features across Kubernetes management platforms, and container security solutions, all adding value to users but simultaneously contributing to the complexity are facing to run Kubernetes successfully.

Cutting Cloud Costs: 5 Strategies We Use at Qovery

With the current macroeconomic situation, it's more important than ever to keep a close eye on our cloud costs. But here at Qovery, we don't just focus on cutting costs - we also want to make sure we're getting the most bang for our buck. In other words, we want to consume our budget in a way that gives us the most resources.

Kubernetes in the Enterprise Virtual Roundtable

Following the release of DZone’s Kubernetes in the Enterprise Trend Report, this Virtual Roundtable brings together subject matter experts, community contributors, and partners to discuss the research findings and the future growth of Kubernetes. With the expectations of Kubernetes becoming more entrenched into systems, what do the adoption and deployment methods look like compared to previous years?

Distributed tracing in Kubernetes apps: What you need to know

Kubernetes makes it easier for businesses to automate software deployment and manage applications in the cloud at scale. However, if you’ve ever deployed a cloud native app, you know how difficult it can be to keep it healthy and predictable. DevOps teams and SREs often use distributed tracing to get the insights they need to learn about application health and performance.

GitOps The Planet #6 - K3s, Rancher, and now Acorn - Dev Productivity Nirvana with Darren Shepherd

ibuildcloud, aka Darren Shepherd, is the CTO and co-founder at Acorn Labs - a simple application development framework for Kubernetes. Before Acorn Labs, Darren was the CTO and co-founder of Rancher Labs (acquired by Suse) where he created k3s and a lot more. In this episode we'll talk about the changing developer experience landscape the effect of GitOps, k3s, and these new frameworks.

Kubernetes vs Mesos vs Swarm

If you're reading this blog, you might ask yourself what container orchestration engines are, what problems they solve, and how the different engines distinguish themselves. Read on for a high-level overview of Kubernetes, Docker Swarm, and Apache Mesos, as well as a few of their notable similarities and differences.

Leveraging WebAssembly for improved performance in Kubernetes

Over time, limitations were found with the programming languages responsible for creating web applications, leading to the development of WebAssembly (WASM). You can leverage WASM to create applications for web browsers using other high-level programming languages than those traditionally used for web development. As a result, developers can now build cloud-native applications that can work more efficiently with Kubernetes and other cloud-native technologies.

Optimizing DevOps Workflows with Helm Charts and Qovery's New Jobs Feature

Are you tired of the challenges that come with deploying Helm charts on your Kubernetes cluster? Look no further! We just released a game-changing new feature that simplifies the process of deploying Helm charts on Qovery. Our new jobs feature makes deploying Helm charts as easy as a few clicks. Learn more about Helm charts and how to take advantage of this powerful feature now!

Kubectl Cheat Sheet

In the world of container orchestration, Kubernetes has become the de facto standard. Despite its simplicity in some respects, it has also introduced new levels of complexity in the deployment and management of distributed applications and services. To assist you with understanding the most common kubectl commands & plugins, we've created a cheat sheet as a reference for operations engineers, software engineers, and cloud infrastructure managers who use Kubernetes primarily.

Monitoring Kubernetes layers: Key metrics to know

Kubernetes monitoring can be difficult and complex. In order to determine the health of your project at every level, from the application to the operating system to the infrastructure, you need to monitor metrics in all the different layers and components — services, containers, pods, deployments, nodes, and clusters.

What is a Container Image?

What does it mean to build a container image? What are layers in docker images? How do you make sense of all the commands and instructions in a dockerfile? Why is it better to use slim base images vs full linux distros? In this video, we answer these questions, and more! While it's easy to create your container images from a dockerfile, there might be some technicalities hidden behind the tools that you need to understand.

An Overview of Traffic Mirroring Options in Kubernetes

Testing in production carries a lot of risk, like possibly causing downtime for users. However, the advantages of using real user traffic are many, which has led to the popularity of traffic mirroring. Mirroring can be implemented as part of pre-deployment testing, as well as other parts of the developer experience like the development itself. But, how do you get started with it?

Best Practices for Kubernetes Monitoring with Prometheus

Kubernetes has clearly established itself as one of the most influential technologies in the cloud applications and DevOps space. Its powerful flexibility and scalability have inarguably made it the most popular container orchestration platform in modern software development, helping teams manage hundreds of containers efficiently.

Accelerating cloud-native development brings opportunities and challenges for enterprises

By 2025, Gartner estimates that over 95% of new digital workloads will be deployed on cloud-native platforms, up from 30% in 2021. This momentum of these workloads and solutions presents a significant opportunity for companies that can meet the challenges of the burgeoning industry.

Tanzu Application Platform 1.4 Reduces Developer Toil, Enhances Operations and Security Outcomes

VMware has released new capabilities in VMware Tanzu Application Platform that can continue to elevate the developer and IT operations experiences, as well as ease security management. This blog post outlines the new functionality included in Tanzu Application Platform 1.4, which is generally available now.

Superior Cloud Cost Optimization in Kubernetes Through Capacity Optimizer

Kubernetes is fast becoming the world’s most preferred open-source container orchestration tool. Used for building and managing cloud-native microservices-based apps as well as the containerization of existing apps, its adoption is continuously increasing. Already, 61% of enterprises have adopted Kubernetes, and 30% are planning to embrace it within the next 12 months.

How to use Kubernetes events for effective alerting and monitoring

Kubernetes, a graduated project of the Cloud Native Computing Foundation (CNCF) ecosystem, is the most prominent and widely used container orchestration systems. It’s used to manage and deploy containers in a wide range of environments, from IoT devices based on Raspberry Pis to enterprise environments consisting of millions of services.

7 Container Orchestration Tools for Managing Microservices Efficiently

When people hear ‘containers,’ they don’t immediately think about an IT solution that helps businesses create and distribute applications seamlessly. However, the container concept has been around for a long time, helping companies in various industries globally. Containers continue to change the landscape of app development and deployment. This guide below will help you understand containerization and the best orchestration tools to manage containers.

Applying Lessons Learned from Baking Pizza to Kubernetes Observability

Baking a delicious pizza in a wood-fired oven requires a combination of skill, experience and the right tools. The same is true for achieving optimal observability in a Kubernetes environment. In this post, we'll explore some of the lessons learned from baking pizza in a wood-fired oven and apply them to the world of Kubernetes observability.

Kubecost Vs. OpenCost: What's The Difference?

Kubernetes (K8s) adoption has exploded over the past few years. But it hasn't been easy to monitor, manage, and optimize K8s costs. To provide greater cost visibility into Kubernetes clusters and environments, Kubecost launched in 2019 while OpenCost debuted in 2022. OpenCost has several founding contributors. But it is Kubecost that developed the cost allocation engine that the OpenCost implementation uses. Kubecost also announced the launch of OpenCost on June 2, 2022.

How Bitnami Uses VMware Image Builder to Deploy 60k Apps Per Month and How You Can Do the Same

Have you ever wondered what it takes to build, deploy, and verify 2,000 applications every single day? In this blog post, we will delve into this specific challenge and take a look at how VMware’s Bitnami can dramatically boost productivity by using VMware Image Builder for automating content production. But let’s start from the beginning, and explore what it takes to build and ship software to users.

Best SRE Practices to Help Developers Troubleshoot Kubernetes

With the adoption of Kubernetes rapidly accelerating, many companies struggle with having the right skills within development teams to troubleshoot incidents quickly. Remediation of issues is of the greatest importance to avoid customer disruption. This webinar will introduce several best practices where SREs can take a leadership role, such as: Watch this webinar on-demand to learn how the SRE role can enable development teams to troubleshoot Kubernetes issues quickly and effectively.

CloudHedge is Gartner Cool Vendor in Cloud Native Computing

Iselin, New Jersey – 19th January 2023 – CloudHedge Technologies, an industry pioneer with its end-to-end Continuous Application Modernization platform, OmniDeq™, has been named Cool Vendor in Cloud-Native Computing by Gartner. The report acknowledges CloudHedge’s ability to securely deliver agile digital transformation and modernization journeys for large-scale enterprises, enhancing their efficiency.

Guided Kubernetes Troubleshooting: How to Reduce Toil for Dev Teams

This blog post is a how-to guide for Kubernetes troubleshooting. Our vision is that any engineer can keep Kubernetes-based applications up and running smoothly, regardless of their level of Kubernetes expertise and their knowledge of the services in the environment. Right out of the box, StackState aims to monitor, alert and then guide an engineer directly to the problem, helping them remediate the issue quickly.

Heroku Enterprise vs. AWS: What to choose as a business?

When it comes to cloud infrastructure, there are countless options available. From the easy-to-use and scalable Heroku Enterprise to the powerful and versatile AWS, it can be difficult to know which platform is the best fit for your business. However, more and more companies are finding that Heroku Enterprise is not the best choice for their needs and are switching to AWS.

How to monitor Kubernetes clusters with the Prometheus Operator

Kubernetes has become the preferred tool for DevOps engineers to deploy and manage containerized applications on one or multiple servers. These compute nodes are also known as clusters, and their performance is crucial to the success of an application. If a Kubernetes cluster isn’t performing optimally, the application’s availability and performance will suffer, leading to unhappy users and even revenue loss.

Boosting Developer Welfare: The Power of Community

Since the onset of the pandemic and the changes in working patterns that resulted from it, employee welfare has been boosted to the top of the agenda, with this new mindset seeming to be lasting. According to the UK’s Chartered Institute of Personnel and Development, 75% of employees believe senior leaders prioritize well-being as part of business operations.

Containerization vs. Virtualization : understand the differences

Over the last couple of decades, a lot has changed in terms of how companies are running their infrastructure. The days of dedicated physical servers are long gone, and there are a variety of options for making the most out of your hosts, regardless of whether you’re running them on-prem or in the cloud. Virtualization paved the way for scalability, standardization and cost optimisation. Containerization brought new efficiencies.

Efficiently Upgrading Infrastructure with Qovery: Syment's Success Story

Join us as we take a deep dive into the tech journey of Syment, a leading SAAS platform for property management in France. Led by new CTO Florent Blaison, with a wealth of experience in high-traffic platforms and scalability, Syment set out to overcome the limitations of their previous infrastructure. Discover how they transitioned from a mix of manual deployment and AWS's EC2 to the flexibility and scalability of Kubernetes with Qovery.

Challenges and Solutions with Cloud Native Persistent Storage

Persistent storage is essential for any account-driven website. However, in Kubernetes, most resources are ephemeral and unsuitable for keeping data long-term. Regular storage is tied to the container and has a finite life span. Persistent storage has to be separately provisioned and managed. Making permanent storage work with temporary resources brings challenges that you need to solve if you want to get the most out of your Kubernetes deployments.

Logging and monitoring Kubernetes

Kubernetes is first and foremost an orchestration engine that has well-defined interfaces that allow for a wide variety of plugins and integrations to make it the industry-leading platform in the battle to run the world's workloads. From machine learning to running the applications a restaurant needs, you can see that just about everything now uses Kubernetes infrastructure. All these workloads, and the Kubernetes operator itself, produce output that is most often in the form of logs.

DKP 2.4 Takes Multi-Cloud Kubernetes Management to New Heights

With the release of the D2iQ Kubernetes Platform version 2.4 (DKP 2.4), the best Kubernetes platform just got better, particularly the ability to manage Kubernetes clusters across multi-cloud and hybrid cloud environments. What makes DKP so special? D2iQ’s business is focused solely on creating a container management platform that is as complete and reliable as possible.

Why the cloud does not have to be a costly venture

Looking back on the last 18 months, it is abundantly clear that one piece of technology found its moment more than any other: cloud. Essential to modern computing, cloud provides the capacity for businesses to run workloads with the flexibility and scale many firms would struggle to achieve with on-premise infrastructure. According to Flexera’s 2021 State of the Cloud Report, 90% of firms slightly or significantly increased their cloud usage due to the pandemic.

What's new in Calico v3.25

We’ve just released Calico v3.25! This milestone release includes a number of eBPF dataplane improvements designed to deliver an even faster upgrade experience, smaller memory footprint, and shorter eBPF networking object load time speed. But before we get into the details of these changes, let’s welcome and thank our new community problem-solvers who got their first contribution requests merged into our beloved project.

How to Preview and Diff Your Argo CD Deployments

Adopting Kubernetes has introduced several new complications on how to verify and validate all the manifests that describe your application. There are several tools out there for checking the syntax of manifests, scanning them for security issues, enforcing policies etc. But at the most basic case one of the major challenges is to actually understand what each change means for your application (and optionally approve/reject the pull request that contains that change).

Dashboard Fridays: Sample Kubernetes dashboard

Engineers need to understand the status of microservices run on EKS, like health status of clusters and nodes, to avoid issues impacting business critical microservices. Plus, you need to be able to keep an eye on EKS resources, including whether the Kubernetes cluster has auto-scaled (where enabled). Usually, to view these metrics, it requires looking at each EKS cluster and node group individually in the AWS Console, or via another complex third-party dashboarding tool. The data is siloed and difficult to consolidate.

Guide to Platform Engineering: Goals and Best Practices of Platform Engineering Team

Platform engineering is a specialized field that focuses on creating and maintaining the infrastructure and services that support the development and deployment of software applications. In today's fast-paced business environment, organizations need to be able to quickly and efficiently deliver new features and updates to their customers. Platform engineering teams play a crucial role in making this possible by providing a stable and reliable foundation for application development.

Kubernetes Preview Environments - Adoption, Use Cases & Implementations

No matter what application you’re building and who your target customers are, everyone can agree that it’s critical to avoid broken deployments. To aid in this goal, many tools and concepts have been invented, with Kubernetes preview environments being one of them. In this post, you’ll get a deeper understanding of how preview environments work, how organizations are using them, and how you can get started yourself.

How to Deploy a Cribl Stream Leader, Cribl Stream Worker, and Redis Containers via Docker

As mentioned in our documentation, Cribl Stream is built on a shared-nothing architecture. Each Worker Node and its processes operate separately and independently. This means that the state is not shared across processes or nodes.This means that if we have a large data set we need to access across all worker processes, we have to get creative. There are two main ways of doing this: In this blog, we’ll walk through how to deploy a Stream leader, Stream worker, and Redis containers via Docker.

Comparing Amazon ECS launch types: EC2 vs. Fargate

Amazon Elastic Container Service (ECS) is a fully managed container orchestration service that enables users to easily run, manage and scale containers on AWS. With ECS, you can deploy containers either on a cluster of Amazon EC2 instances or on AWS Fargate, a serverless computing engine for containers. In this article, we’ll look at how these two launch types compare and explore how to start using them.

SUSE Receives 15 Badges in the Winter G2 Report Across its Product Portfolio

I’m pleased to share that G2, the world’s largest and most trusted tech marketplace, has recognized our solutions in its 2023 Winter Report. We received a total of 15 badges across our business units for Rancher, SUSE Linux Enterprise Server (SLES), SLE Desktop and SLE Real Time – including the Users Love Us badge for all products – as well as three badges for the openSUSE community with Leap and Tumbleweed.

How to Troubleshoot Slow Services in Your Kubernetes Cluster

To get the best performance out of your Kubernetes cluster, SREs and software engineers must have enough knowledge and instruments to find misconfiguration and bottlenecks. At the same time, thanks to Kubernetes’ ever-growing popularity, there is a global shortage of expertise on the platform.

Docker Monitoring Tutorial - How to Monitor Docker with Telegraf and InfluxDB

This article was priginally published on the CNF blog and is written by Cameron Pavey. Scroll down for the author’s bio. Docker is an increasingly popular choice for businesses dealing with containerized applications. However, as with any new technology, Docker introduces complexities that need to be managed. Some of these complexities relate to infrastructure and application monitoring.

Maximizing cloud savings: Strategies to optimize your cloud costs

Public cloud users continue to get stung by unexpected costs due to the challenges faced when working with or moving workloads into the cloud. When organizations see this surge in their costs, it typically requires the process of cloud cost optimization to tackle the problem. Cloud cost optimization is the task of minimizing cloud spending by enforcing best practices and appropriate cost-efficient resources.

Tigera 2023 predictions: Cloud native security and the shifting landscape in 2023

Cloud computing and the use of cloud native architectures enable unparalleled performance, flexibility, and velocity. The speed of innovation has driven significant advancements across industries, but as digitalization continues pushing applications and services to the cloud, bad actors’ intrusion techniques have also become more sophisticated.

Overcoming The DevOps Shortage: The Power of Tools and Technologies

The DevOps industry has been experiencing rapid growth over the past few years. However, with this growth comes a shortage of skilled DevOps engineers who can efficiently implement and maintain the practices. Organizations are facing the challenge of finding and retaining qualified professionals, but there is a solution. Utilizing the right tools and technologies can empower organizations to overcome the DevOps talent shortage.

Prometheus Roadmap and Latest Updates

We Just celebrated 10 year birthday to Prometheus last month. Prometheus was the second project to join the Cloud Native Computing Foundation after Kubernetes in 2016, and has quickly become the de-facto way to monitor Kubernetes workloads. The plug-and-play experience, just putting Prometheus server and starting to see metrics flowing in tagged with Kubernetes labels, was a compelling offer.

Komodor Goes Freemium

I’m so excited to share with the world that today Komodor has officially transitioned to a freemium model, and made all of its great features available to small teams for FREE! Now, every developer can use Komodor to observe, manage, and troubleshoot Kubernetes with ease. By simplifying K8s operations and injecting our own expertise into the product we’ve created a better dev experience that reduces toil and sparks joy.

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What are microservices? The pros, cons, and how they work

Microservices are a popular software design architecture that breaks apart monolithic systems. A microservice application is built as a collection of loosely coupled services. Each microservice is responsible for a single feature. They interact with each other via communication protocols such as HTTP.

Chiselled Ubuntu containers: the benefits of combining Distroless and Ubuntu

In this blog, I explain the idea behind Distroless container images, which inspired us to create chiselled Ubuntu images — adding the “distro” back to distro-less! In a follow-up blog, I will then provide a step-by-step example of how you can create your own chiselled Ubuntu base container images, built for your specific needs.

Longhorn 1.4 - Starting A New Year With A New Release

The team are excited to start the new year with the latest release for Longhorn 1.4. This latest version is packed with new features and enhancements designed to help make cloud native enterprise storage simpler and more accessible to the cloud native community. For existing users of Longhorn, this latest release is focused on helping you build better value and resiliency across your storage strategy.

An Introduction to Service Installer for VMware Tanzu

Service Installer for VMware Tanzu enables quick, repeatable deployments of Tanzu for Kubernetes Operations on a variety of cloud platforms. This video provides a high-level introduction to Service Installer for VMware Tanzu, including its capabilities, form factors, benefits, and availability.

Efficiently Managing Multiple Environments Using GitLab CI

GitLab CI is a powerful tool for managing the software development and deployment process. It allows you to define and automate build, test, and deployment pipelines and provides features such as version control, collaboration, and continuous integration. However, while GitLab CI is an excellent tool for managing a single environment, it can have some limitations when it comes to managing multiple environments, especially dynamic environments.

Kubescape brings a new level of security to Charmed Kubernetes

The popular open-source platform Kubescape by ARMO has been recently announced as a fully managed operator called a Charm for Canonical’s Charmed Kubernetes distribution. This collaboration between Canonical and ARMO is exciting for the solution it enables for end users, ultimately resulting in hardened and more secure Kubernetes environments.

Monitor Tanzu Kubernetes Grid on vSphere with Datadog

With vSphere and Tanzu Kubernetes Grid (TKG), VMware enables enterprise organizations to combine the economic advantages of virtual machines (VMs) with the agility, portability, and scalability provided by Kubernetes. vSphere is VMware’s platform for the provisioning and management of VMs.

How to Deploy a Cribl Stream Leader, Cribl Stream Worker, and Redis Containers via Docker

In this video, we’ll walk through how to deploy a Cribl Stream leader, Stream worker, and Redis containers via Docker. Then we’ll show how we can bulk load data into Redis, then use it to enrich data in Stream.

Terraform With Multiple Environments: Key Benefits & Use Cases

Terraform is one of the most popular infrastructures as code (IaC) tools that allow users to define, configure, and deploy infrastructure resources in a safe, predictable, and repeatable manner. Using declarative configuration files, users can deploy resources across a variety of infrastructure providers, including public cloud platforms like AWS, Azure, and Google Cloud, as well as on-premises environments and third-party services.

How To Manage Multiple Environments With Terraform in 2023

Managing multiple environments with Terraform can be a complex and time-consuming task. An environment refers to a specific configuration or set of resources within a system, such as development, staging, or production environment. These environments often have different requirements and configurations, and managing them separately can be challenging.

Kubernetes and the Service Mesh Era

Kubernetes is a game-changer for enterprise organizations. Automating deployment, scaling, and management of containerized applications allows organizations to embrace a cloud-native paradigm at scale and more easily employ best practices, such as microservices and DevSecOps. But as with all tech, Kubernetes has its limits. Kelsey Hightower famously tweeted that “Kubernetes is a platform for building platforms. It’s a better place to start; not the endgame.”

Civo January 2023 Newsletter

With less than one month to go, we are counting the days until our first Civo Navigate event in Tampa Bay, Florida. Mark Boost, CEO of Civo, recently explored the motivation behind Civo Navigate, what attendees can expect, and the industry reaction in our blog. If you're joining us for the event, why not check out the Synapse Florida Summit? You can use code "CIVO" to get a 10% discount on all Synapse Summit tickets here.

Simplifying Kubernetes DevSecOps Through Platform Engineering

DevSecOps–short for development, security, and operations–is a trending practice that introduces security testing, triage, and risk mitigation as early as possible in the software development lifecycle, rather than bolting on security in the final stages. DevSecOps requires a shift (also known as “shift-left”) in culture, process, and tools across development, security, and operations teams to make security a shared responsibility.

Configuring Docker Syslog Logging Driver for Docker Dameon & Containers

Logs are useful for troubleshooting and identifying issues in applications, as they provide a record of events and activities. However, managing log data can be challenging due to the large volume of log events generated by modern applications, as well as the need to balance the level of detail in the logs and the impact on the application's performance.

A Fully Argo-Based Ecosystem For Continuous Delivery and Deployment

Better DevOps makes for more efficient engineering teams and more reliable releases, and when it comes to DevOps, it doesn’t get better than GitOps. According to DevOps-As-A-Service: One of the many goals of DevOps is to reduce Time To Value (TTV) and to provide faster feedback while enabling developers to easily self-service or not have to engage to get a service at all.

Kubernetes Monitoring: 4 Data Types to Increase Insights

Having a deep understanding of a Kubernetes cluster is important: the right insights allow you to monitor the performance and health of the cluster, which is necessary for ensuring that applications are running smoothly and that any potential issues can be identified and addressed quickly. As your Kubernetes cluster develops, so does the need for monitoring and troubleshooting.