When “Good Enough” Isn’t: The Danger of Sampling in Observability

Modern observability is meant to give engineering teams a clear view into their systems. That’s not actually happening. Instead, many can only see fragments of what is happening inside their applications, yet they’re paying more than ever for that “privilege.” It starts to make sense when you understand how much data is now created and … continue reading

The power of hybrid virtualization: Combining VMs and containers for resilient edge and enterprise IT

Containerization and virtualization are transformative technologies, each with unique strengths. When combined, they unlock unparalleled potential for edge environments, enabling businesses to achieve greater efficiency, resilience, and scalability. To better understand their unique strengths, Rudy de Anda, head of strategic alliances at Penguin Solutions, explains their complementary roles. Virtual machines (VMs) are good when it … continue reading

Nutanix Expands Capabilities for Distributed Sovereign Clouds

  Orchestrated life cycle management and stronger security for sovereignty-aligned architectures are among new capabilities Nutanix announced today in its Nutanix Cloud Platform (NCP). These new capabilities, the company said in its announcement, are designed to expand the choices customers can make as to how they run and govern their infrastructure, with a focus on … continue reading

BellSoft’s Hardened Images Set New Standard for Container Security

San Jose, California — BellSoft, the OpenJDK vendor delivering the most complete Java experience, has announced Hardened Images, a tool for enhancing the security and compliance of containerized applications in Kubernetes. Two-thirds of organizations experienced a container security incident in the past year. The challenge runs deeper than misconfigurations, it’s rooted in the software supply chain … continue reading

Reducing engineer burnout through unified identity

Not long ago, engineering teams mainly focused on building and running systems. That was the job. But if you look at the average engineer’s job role today, it’s a very different picture. The average tech stack has expanded massively, to include multiple clouds, clusters, databases, and environments, not to mention a growing number of tools, … continue reading

Drowning in CVEs and Cybersecurity Compliance Risks? There’s a Solution: Hardened Software Platforms

Mitigating common vulnerabilities and exposures (CVEs) is a critical responsibility for every organization that takes cybersecurity and compliance seriously. But it is also a daunting one because fixing CVEs can feel like trying to slay the Hydra (a monster in ancient Greek myth that grew two new heads every time it lost one): Every time … continue reading

LogicMonitor acquires Catchpoint in $250 million deal

AI-first observability platform provider LogicMonitor told announced it has finalized the acquisition of Catchpoint, creators of a digital experience and internet performance monitoring platform, to move observability from reactive to preventative. For years, infrastructure monitoring involved teams looking at screens and acting on alerts that pop up. This acquisition, according to LogicMonitor, is about staying … continue reading

The New Era of IT: SUSE’s Vision for AI-Assisted Infrastructure

The complexities of managing numerous Linux systems are giving way to a fundamental shift to make IT operations proactive and automated. To meet this new paradigm, SUSE is unveiling its strategic vision for AI-assisted infrastructure. The core of this shift lies in managing complexity through natural language commands. In SUSE’s vision, Instead of manually combing … continue reading

A Framework for Building Trust in AI Site Reliability Engineering

Managing cloud-native environments has never been harder. Modern Site Reliability Engineering (SRE) teams are buried under a flood of telemetry, incidents, and constantly-changing infrastructure. For years, the playbook was simple: add more dashboards, collect more metrics, write better runbooks, and automate what you can. But as systems scale, even the best-run teams are hitting a … continue reading

ScienceLogic updates its Skylar One IT platform

Observability platform provider ScienceLogic today announced the first major update to its flagship Skylar One platform since its rebrand and expansion from SL1 (the ScienceLogic AI Platform). The release delivers  deeper network and automated system intelligence for large-scale enterprises and service providers, along with a new user interface and improved visualizations. “Skylar One Juneau is a significant … continue reading

Opsera announces partnership with Koantek to accelerate Databricks adoption

DevOps platform provider Opsera has announced a strategic partnership with Koantek, an Elite Databricks Partner and Databricks Ventures–backed SI. Together, the companies will help enterprises deploy, scale and operate Databricks faster, more securely and with enterprise-grade governance. They offer a joint delivery model that pairs expert engineering with repeatable automation—helping customers move from manual, script‑heavy … continue reading

Palo Alto Networks to Acquire Chronosphere, Next-Gen Observability Leader, for the AI Era

Cybersecurity provider Palo Alto Networks today announced it has entered into a definitive agreement to acquire observability platform provider  Chronosphere for $3.35 billion in cash and equity, subject to changes in the deal’s value. The deal enhances Palo Alto Networks’ ability to help organizations build a unified data and security fouhdation required for today’s applications … continue reading

Why Network Observability Must Start Outside the Data Center

Most organizations with network operations today believe they have a good handle on network observability—they’ve progressed past legacy tools and have excellent data collection within the four walls of their data center. They are masters of packets, latency, faults, and performance logs for their internal, managed infrastructure. Yet, when you ask them to assess their … continue reading

KubeCon 2025: CNCF to Standardize AI Workloads

Ten years after standardizing Kubernetes, the Cloud Native Computing Foundation (CNCF) announced at KubeCon 2025 NA in Atlanta that they are working to standardize AI workloads on Kubernetes, with the goal of achieving broad industry adoption of the standard. Announced on November 11 the Certified Kubernetes AI Conformance Program creates  open, community-defined standards for running … continue reading

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