Operations | Monitoring | ITSM | DevOps | Cloud

Creating Efficient Work Environments That Scale

Here's the thing nobody tells you when you're hiring fast: the office that felt perfectly sized for your 20-person team will quietly become your biggest operational liability by the time you hit 60. The same goes for your tools. That "good enough" stack you launched with? It starts generating bottlenecks the moment your hiring accelerates past a manageable pace.

Top tips: Not all your thoughts are yours; here's what to do about it

Top tips is a weekly column where we highlight what’s trending in the tech world and share ways to stay ahead. This week, let's look at a few ways you can make your thoughts your own in this era of information overload. Have you noticed how you think about life decisions, current affairs, and spending patterns? Why do you think a certain way? Is it your upbringing, the media, or the internet?

OpenTelemetry Trace Testing for CI Release Gates

OpenTelemetry is great at answering one question: “what just broke?” The problem is that most teams need a different answer first: “what is about to break in this release?” That is where trace-based testing comes in, especially for teams running a vendor-neutral OTel stack (Collector + Tempo/Jaeger + Prometheus) and needing deterministic release gates.

When Your Observability Literally Stops Traffic

Last week, a fleet of autonomous robotaxis in China suddenly stopped working—at scale. Over a hundred vehicles stalled across a city, stranding passengers in traffic and raising immediate concerns about safety, reliability, and trust in autonomous systems. This wasn’t just a bad day for self-driving cars. It was a distributed systems failure, one that happened in the physical world, not just in dashboards.

VirtualMetric DataStream: Full setup from scratch in 14 minutes (v1.8.0)

From free trial signup to live security telemetry flowing into Microsoft Sentinel — this demo covers the full DataStream setup end to end, in under 14 minutes. No pre-built environment, no shortcuts. Watch the step-by-step tutorials.

VirtualMetric DataStream - Turn Chaos Into Clarity

Security teams lose time and detection quality to the same root cause: inconsistent, noisy, poorly structured data. VirtualMetric DataStream is a security data pipeline platform that fixes the data layer — so your SIEM, data lake, and analytics tools get clean, normalized, actionable telemetry. What DataStream delivers: The result: reliable security telemetry, faster threat correlation, and stronger detections across your entire stack.

CEO Jeffrey Russell on Technology Modernization

Today’s business environment is shaped by AI, evolving security demands, and a clear commitment to delivering measurable results. In this landscape, technology modernization has become a strategic imperative. Meaningful transformation requires clarity of purpose, deep customer understanding, and the ability to translate technology investments into tangible outcomes.

OpenTelemetry Collector + Uptrace: From Zero to Your First Traces

Learn how to set up the OpenTelemetry Collector and connect it to Uptrace for distributed tracing, metrics, and logs. This step-by-step guide walks you through installation, configuration, and sending your first telemetry data — perfect for beginners and anyone looking to level up their observability stack.

AI Didn't Change the Game, It Just Exposed Your Bottlenecks w/ Ganesh Datta (CTO, Cortex)

Every engineering org says they want to improve reliability — but most can't even agree on what "good" looks like. Ganesh Datta, Co-Founder and CTO of Cortex, has spent the better part of a decade helping companies confront that gap.