Operations | Monitoring | ITSM | DevOps | Cloud

The New Standard for Operational Decision-Making: Why Trustworthy Guidance Matters More Than Ever

Modern IT operations sit at the center of revenue, customer experience, and business continuity. Every decision engineers make influences far more than the technical domain, which is why teams need intelligence they can validate, reasoning they can understand, and guidance they can rely on. In an environment shaped by rapid change and expanding dependencies, decisions must be grounded in accuracy and context to avoid unnecessary risk.

Teaching AI How to Refinery

At the beginning of February, we released v3.1 of Refinery, our advanced, tail-based sampling solution. The new version comes with more performance enhancements, bug fixes, and a few new pieces of telemetry. In tandem with the 3.1 release, we also released a new tool for our MCP server which helps your AIs understand Refinery, and how Honeycomb handles sampling.

OpenTelemetry support for .NET 10: A behind-the-scenes look

At Grafana Labs, we are fully committed to the open source OpenTelemetry project and are actively engaged with the OTel community. Many Grafanistas spend a large proportion of their time contributing directly to OpenTelemetry upstream projects, helping make observability more powerful, reliable, and accessible for everyone as part of our big tent philosophy.

Unlocking business resilience with full-stack observability in hybrid IT environments

For CIOs and technology leaders across the Gulf Cooperation Council (GCC), full-stack observability is a strategic lever for achieving faster ROI, operational resilience, and digital maturity. By integrating AI-powered insights and automation, IT leaders can streamline operations and align technology outcomes with business goals. Demonstrating ROI within tight timelines is critical, as is leveraging observability to maintain competitive advantage in a rapidly evolving market.

AWS Data Exchange Guide: Use Cases, Pros, Cons, And Pricing

Third-party data now drives forecasting, analytics, and machine learning across modern cloud teams. But acquiring it has long meant custom contracts, delayed access, and limited visibility into how data costs scale inside analytics workflows. AWS Data Exchange reduces much of that friction by integrating third-party data into the AWS ecosystem.

The Best Cybersecurity Agencies in 2026: Honest Review

Finding a cybersecurity agency that you can trust for your business is essential in today's environment. Companies that fall behind on this can often find themselves the victim of serious breaches that undermine their business models. But who should you choose? That's what we look at in this review. Here is our rundown including why we've chosen every option.

How Modern Bow Thrusters Improve Yacht Maneuverability and Docking Safety

Modern yacht maneuvering has evolved into a highly engineered process where propulsion assistance systems play a critical role in safety and operational efficiency. As vessels increase in size and onboard systems become more sophisticated, precise low-speed maneuvering requires technological solutions rather than relying solely on traditional seamanship.

5 Ways Companies Use Computer Vision to Save Time and Money

The global market for computer vision was valued at USD 19.82 billion in 2024 and is expected to reach USD 58.29 billion by 2030, growing at a compound annual growth rate (CAGR) of 19.8% between 2025 and 2030. Computer Vision is a form of AI that enables software systems to understand and interpret data from cameras and images. Rather than manually reviewing and making sense of a video feed one dimension at a time, the software system can analyze patterns, structure, and movement in the feed and convert those elements into data, which can then inform the feed.