Operations | Monitoring | ITSM | DevOps | Cloud

With all the rapid advancements in machine learning and AI, it can feel like we’re constantly playing catch-up. Over the last two Civo Navigate conferences, Berlin 2024 and San Francisco 2025, Civo brought together leading experts to discuss the future of AI, machine learning, and the growing challenges and opportunities for developers and businesses.

Your app logs start simple—maybe a few print() or logging.info() calls. But in production, things get noisy. Thousands of log lines per minute, scattered across services, and it’s hard to know what matters. This is when tools like Graylog and the ELK stack help. They let you collect, search, and make sense of logs, but they do it in different ways. This guide breaks down how each one handles setup, scale, and day-to-day use.

It’s late, you get an alert, and Grafana is down. The reason? It ran out of memory. If you’ve ever watched Grafana slowly eat up RAM until it just stops responding, you know how frustrating that can be. Memory can spike quickly, especially with complex dashboards and multiple data sources. This guide will help you understand what’s going on and how to keep Grafana running without surprises.

Most databases were built for a slower world, one where data waited, systems pulled, and answers came later. But today, data flows. It triggers real-time decisions, powers models in motion, and spans every cloud layer. This shift demands a different kind of database—one built to execute, not just store. Microsoft has answered that call with SQL Server 2025.

The broad umbrella of today's IT security includes standards, tools, technologies, and human practices that reduce risk and protect your systems. System hardening is one conceptual catch-all for those components of IT security — but what does system hardening mean in relation to your actual day-to-day operations? And how do you achieve system hardening without burdening your whole team?

Last week, hundreds of engineering leaders, SREs, platform teams, and developers joined us for Summer Scoop 2025, our biggest launch event yet. The way that we think about our product development at Cortex revolves around all the different types of users who are in our product every day.

Everything looks fine—dashboards are green, logs are quiet. But users start reporting slow response times. No errors, no traffic spikes. Just a general slowdown. It’s a common situation. Not all problems show up as crashes or clear failures. Sometimes, performance degrades quietly, and standard metrics don’t catch it early. But that's where Prometheus alerting can help, if you're monitoring the right signals.

When requests slow down across your microservices, tracing helps you understand where time is spent. Jaeger and Zipkin are two popular tools for distributed tracing, built to answer a simple question: where did the request go? If you're choosing between them or just exploring options, this guide breaks down the differences and when each one might be a better fit.

We’re entering a new era at CloudZero, and we’re coming in hot. This week, we’re not just launching a new feature. We’re taking a major step forward in our mission to make cloud cost efficiency a seamless, engineer-first, business-aligned reality. My team and I are thrilled to introduce CloudZero Optimize, our smartest, most action-oriented optimization solution yet.

AI to streamline software development workflows, from idea to operations.