Operations | Monitoring | ITSM | DevOps | Cloud

You Don't Need Three Pillars, You Need Single Threads

Last week was a great reminder for me about the challenges of the traditional model of observability defined by the “three pillars” of metrics, logs, and traces. One of the customers I’m currently working with is a large financial institution that has a robust three pillar implementation. Every critical application ships their telemetry to either or both their cloud-native tool and a central tool.

Cloud Cost Visibility at Scale: Why It Fails & How to Fix It | Harness Blog

Why does your cloud cost visibility break down the moment someone spins up a Kubernetes cluster in a new region without telling anyone? You get the alert three weeks later when the bill arrives — and by then, nobody remembers which experiment justified the spend, or which team should own it. This scenario repeats constantly across platform teams managing multi-cloud environments at scale. Cloud cost visibility works fine when you have five services and one AWS account.

Women in Tech: Journeys, Grit, and the Future We're Building | Harness Blog

Technology evolves rapidly — but progress in tech isn’t driven by tools alone. It’s driven by people. By curiosity. By courage. By individuals who choose to step into complex systems and shape how they function. As an engineering leader driving application and API security, I have always believed that our industry is at its best when complex concepts are made accessible and practical for everyone.

From Edge to Cloud: How Litmus Edge and InfluxDB Unlock Industrial Intelligence at Hannover Messe

If you’ve spent time in industrial environments, you know the problem isn’t a lack of data. It’s collecting it reliably, contextualizing it, and storing it at scale. Most stacks weren’t built to fight all three battles.

Ecommerce replatforming without a revenue freeze: how preview environments reduce migration risk

Key takeaway: Upsun eliminates the need for code freezes during ecommerce migrations by using instant, data-complete preview environments to validate replatforming efforts against production-grade data without interrupting the live store. Ecommerce replatforming is one of the highest-stakes decisions an online retailer makes, and for most, the biggest risk is what happens to revenue during the migration.

A Prototype's Worth 1,000 Minutes: How Claude Prototypes Accelerate The Product Planning Process

The relationship between product managers (PMs) and engineers is due for an upgrade. The division between these personas is responsible for a healthy, if laborious, collaboration when envisioning and building new products. A PM generates the vision; engineers translate it into an architectural approach, raising the technical questions that sharpen it along the way. This back-and-forth eventually produces tight alignment, a solid PRD, and functional code.

What is Kubernetes? The reality of Day-2 enterprise fleet orchestration

Kubernetes is an open-source container orchestration engine. At enterprise scale, it abstracts infrastructure to automate deployment, scaling, and networking. However, managing hundreds of clusters introduces severe Day-2 operational toil, requiring agentic control planes to enforce global governance, security policies, and cost optimizations across multi-cloud fleets.

Why Gaming Studios Are Using AI Video Generators for Trailers and Promotional Clips

The gaming world thrives on anticipation. Before a player ever downloads a game, watches a stream, or reads a review, they experience one thing first, the trailer. It's the spark. The hook. The moment that determines whether someone clicks "wishlist" or scrolls past. But here's the reality: traditional trailer production is slow, expensive, and often rigid. In an industry where hype cycles move at lightning speed, that's a problem.

Corporate Ground Transport in Europe: What Most Ops Teams Get Wrong

Getting 40 people from an airport to a conference venue sounds simple. In practice, it rarely is. Anyone who has coordinated group travel for a company event in Europe knows the drill: a mix of taxis that don't show, three different rental car drop-off locations, someone's luggage in the wrong vehicle, and a frantic WhatsApp thread that nobody reads until it's too late. Ground transport is consistently the part of corporate event logistics that gets underestimated and overstressed.

What Parents Should Know About AI Essay Grader Tools

Artificial intelligence is showing up in more classrooms than ever before, and parents are right to have questions. One area that has grown quickly is AI-powered writing assessment. Schools and teachers are increasingly turning to automated tools to help manage the workload of grading student essays, and while this might sound like a behind-the-scenes administrative change, it directly affects how your child receives feedback on their writing. Understanding what these tools do, how they work, and what they cannot do will help you stay informed and involved in your child's education.