Operations | Monitoring | ITSM | DevOps | Cloud

AI Agents Observability with OpenTelemetry and the VictoriaMetrics Stack

Nowadays, AI agents are becoming more and more popular and often deployed as part of production systems. However, this rapid adoption brings unique observability challenges that require flexible solutions. On the one hand, AI agents are fundamentally just like any other software services that produce the same classic observability signals we’re familiar with: metrics, logs, and traces.

Reliability lessons from the 2025 AWS DynamoDB outage

On October 19th and 20th, 2025, the AWS region US-EAST-1 suffered a massive outage. What started with a 3-hour Amazon DynamoDB outage from a DNS issue led to an Amazon EC2 outage that lasted an additional 12 hours before normal service was restored. Over the course of the outage, there were over 17 million outage reports as companies like Snapchat, Roblox, Amazon, Reddit, Venmo, and more were impacted.

How Auvik Helps MSPs Eliminate Network Alert Fatigue

When alerts come in hot and fast, alert fatigue can quickly set in, overwhelming you with the volume and becoming one of the biggest operational problems for MSPs. Not knowing what to handle first and prioritize in a long list of alerts puts a strain on one of the most valuable resources you have: focus. When your technicians are constantly switching contexts and sifting through a flood of low-priority alerts, it’s asking a lot of them to stay sharp. That constant mental juggling takes a toll.

Performance Metrics That Matter Most In Exotic Car Operations

Exotic fleets run on precision. The right metrics reveal where money is made, where risk hides, and which customer moments build loyalty. Track the numbers that link daily actions to bookings, margins, and brand strength. Skip vanity stats. Focus on signals that operators and investors can act on.

Operational Excellence: The Keys To Scalable Success In Senior Care Franchising

The senior care industry is experiencing significant growth, making it a lucrative opportunity for entrepreneurs seeking to make a positive impact on people's lives. With increasing demand for senior care services, particularly in-home care, franchising offers a scalable business model that allows individuals to tap into this expanding market. Achieving operational excellence is crucial for success within this sector. Efficiency, quality service, and a strong brand presence play pivotal roles in gaining a competitive advantage.

3 Ways to Embed Digital Strategy into DevOps and IT Operations

Let's be honest, in most companies, the people who handle "digital strategy" and the ones who keep the systems running barely speak the same language. The strategy folks are talking about growth, engagement, customer journeys. The ops teams? They're buried in uptime reports, patch schedules, and incident tickets. Somewhere in the middle, the actual connection between the two gets lost.

Professional Cleaning for Offices and Commercial Spaces

Maintaining a clean, organized workspace is essential for every business. Professional commercial cleaning services in Green Bay, WI ensure offices, retail spaces, and other business environments stay spotless and inviting for employees and clients alike. Clean spaces not only create a positive first impression but also help extend the life of furniture, flooring, and office equipment.

How Digitalization is Transforming the Energy Sector

Digitalization has become a key driver of economic and social development. It is transforming the way businesses are managed, opening new opportunities for innovation, and making processes more efficient. In the energy sector, which forms the foundation of any country, digital technologies play a particularly important role: they not only enhance productivity but also ensure stability, security, and transparency while operating energy systems.

Screen Burn-In vs Image Retention: How to Tell & When to Repair Your Phone

You know that weird moment when you're using your phone, switch apps, and still see a faint trace of the last screen? Yeah - that ghostly after-image that just... won't fade. It happens more often than people think. And honestly, it freaks everyone out the first time. The good news? It's not always a serious problem. Sometimes it's a short-term glitch; other times, your screen might actually be crying for help.