The OpsRamp State of Observability 2024 report not only presents fascinating data from a strong sample of IT leaders, but also outlines many highly actionable findings. As an independent analyst and advisor, I appreciate how this report outlines a powerful action plan for any CIO, CTO, or other IT leader who has not yet adopted or achieved success with observability.

Kubeflow 1.9. Kubeflow is a fully open source MLOps platform, part of the Cloud Native Computing Foundation (CNCF) as an incubation project. Canonical is one of the project’s official distributors, ensuring security maintenance of the container images, tight integration with the wider AI/ML ecosystem, and delivering enterprise support and managed services. The latest release offers new features related to GenAI, enabling organisations to run any new initiative in production.

Imagine running a large company where data-driven decisions give you a competitive edge. You use a lot of business intelligence tools that tap into vast amounts of data, such as sales figures, inventories, and expenses. This analysis tells you how your company is performing. However, it does not reveal how your "company infrastructure" is performing. This crucial information comes from your systems in the form of telemetry data, such as logs and events.

Teams adopting GitOps often ask how to use secrets with Argo CD. The official Argo CD page about secrets is unopinionated by design and simply lists a set of projects that can help you with secrets. We’ve seen several approaches to secret management. These include sealed secrets, the Argo CD Vault plugin, and the External Secret Operator. In this post, we showcase the External Secret Operator and Hashicorp Vault and focus on 2 important aspects.

In today’s digital age, IT organizations face numerous challenges that can hinder their ability to provide seamless services. Common pain-points include frequent outages, unexplained end-user experiences, negative brand impact, unaccomplished business demands, and complex application environments. These issues are exacerbated by technology silos, an overload of alerts, inaccurate and prolonged root cause analyses, and inadequate current SRE/DevOps tools.

In today’s rapidly evolving technology landscape, Kubernetes has become essential for deploying and managing containerized applications. As organizations increasingly rely on Kubernetes to scale their operations, the need for robust guardrails becomes paramount. In this context, guardrails refer to the policies and mechanisms that ensure the safe and efficient operation of Kubernetes environments.