Operations | Monitoring | ITSM | DevOps | Cloud

The Business Case for AI-Driven Observability in Network Operations

Modern network operations generate an extraordinary amount of telemetry. Metrics, logs, events, topology data, cloud signals, and service context all contribute to a richer picture of system behavior. As environments expand across cloud, data center, edge, and SaaS, the opportunity for operations teams is clear: when that telemetry is unified and understood in context, it becomes a powerful source of resilience, efficiency, and business insight.

Ubuntu Summit 26.04 is coming: Save the date and share your story!

Following the incredible success of Ubuntu Summit 25.10, we are thrilled to announce that Ubuntu Summit 26.04 is officially on the horizon. If you are new to the Ubuntu community, every new release of Ubuntu comes with an Ubuntu Summit – an event that takes place twice a year and serves as a showcase of the absolute best in open source innovation from around the world. Our hub in London hosts the talks, which are then streamed live, across the world.

The Hidden Cost of Misalignment

Let’s suppose you’re building an even smarter fishtank. You’re adding temperature and salinity sensors, logging timestamped readings to flash. The struct is your binary record format – every field at a fixed byte offset, so you can read it back on any system that knows the layout. You use fixed-width types from stdint.h and pack(1) to strip out compiler-inserted padding. This is the advice I had always received and given, and it’s correct – as far as it goes.

KubeCon + CloudNativeCon EU 2026: What We Learned About AI, Observability, and Fast Feedback Loops

Honeycomb was excited to attend KubeCon + CloudNativeCon Europe, where one theme stood out across sessions: as AI reshapes how software is built and run, teams are being pushed to rethink how they understand their systems. Without strong observability and feedback loops, AI can accelerate confusion, misalignment, and operational risk.

Inventory to Intelligence: How AI and Automation Improve Endpoint Visibility

Endpoint visibility has always been foundational to IT and security. You can’t secure, patch or support what you can’t see. But as environments have become more distributed and complex, what visibility means has evolved. It’s no longer enough to know that a device exists — IT teams and organizations as a whole need to understand its health, its risk posture and its impact on both security and user experience.

Metal Roofing in Modern Home Architecture: A Smart and Stylish Choice

In today's evolving design landscape, homeowners and architects are constantly seeking materials that combine durability, aesthetics, and sustainability. One such solution gaining widespread attention is metal roofing. As highlighted by platforms like thehometrotters.com, modern home architecture is shifting toward innovative materials that not only enhance visual appeal but also offer long-term performance and efficiency.

Smart Management Is Rewriting the Rules of Property Management Software

Property management has never lacked software. It has lacked alignment. Smart Management was built around that distinction. The company's ambition is not to add another dashboard to an already fragmented tech stack. It aims to become the operating system for property ownership and management, a unified environment where financials, workflows, automation, AI accelerators, and performance visibility live in one ecosystem.

Signs That Indicate You May Need Professional Heat Pump Repair

During the summer and winter months, a heat pump helps to ensure your living spaces remain comfortable. These systems are often stable, but hiccups may occasionally interfere with their function. Identifying early warning signs helps prevent issues before the damage gets bigger. Although numerous homeowners neglect minor issues, they frequently indicate a far more serious concern. In this article, we will explore the signs that require professional heat pump repair to prevent your system from breaking down.

Implementing Robust Virtualized Environments for 24/7 Mission-Critical Systems

Infrastructure resilience is no longer a luxury in a digital environment where "five nines" (99.999% uptime) has moved from a premium goal to a baseline requirement. We have moved past the era of the "server in a closet," vulnerable to a single power supply failure.