Operations | Monitoring | ITSM | DevOps | Cloud

AI can be a transformative tool in network operations — but only when it’s tied to clear, measurable outcomes. Rather than chasing hype, IT and NetOps teams should focus on solving specific operational challenges like reducing MTTR, cutting costs, and stabilizing infrastructure. AI has real potential when strategically applied, and when aligned with business goals, it becomes a powerful ally in modern network operations.

Today, Android Automotive OS (AAOS) is the preferred operating system for in-vehicle infotainment among major carmakers. AAOS is a fully functional infotainment platform that supports various applications, features and services, similar to what people are used to on their Android phone. AAOS helps developers create new applications and features that enhance the driving experience, which has resulted in a rapidly growing ecosystem of compatible apps and services.

Engineering teams constantly balance the need for speed and standardization, but achieving both goals at the same time often feels impossible. Developers’ dependence on platform engineers for support with infrastructure and tooling can create bottlenecks for routine operational tasks such as provisioning environments, troubleshooting incidents, and managing deployments.

We’re excited to share that Honeycomb has completed our first-ever acquisition: we’re joining forces with Grit, bringing on board not only a strong team, but also compelling technology that supercharges our ability to deliver on our mission: to bring observability to every software engineer. This is a strategic move that will help us deepen the value we deliver to customers and accelerate our vision for what modern observability can and should be.

Intellyx BrainBlog by Jason English for Mezmo ‍ “Bubble bubble, toil and trouble” describes the mysterious process of mixing together log data and metrics from multiple sources as they enter an observability data pipeline. ‍ Customers demand high performance, functionality-rich digital experiences with near-instantaneous response times.

In recent years, we’ve seen many organizations migrate from legacy incident response tools to Grafana Cloud IRM — our unified incident response and on-call management application hosted on Grafana Cloud — as they look to improve reliability, reduce costs, and consolidate their tooling. To help guide those efforts, we offer several IRM migration tools that allow you to more seamlessly migrate away from those legacy solutions and start using Grafana Cloud IRM.

In a world of managed services, details can often be skipped, overlooked, ignored, or just plain avoided. And in many cases, that's fine. But if you're here, reading this, then I will take it for granted that these things interest you, and I welcome you to join me on this journey of exploration, looking under the hood of two prominent container orchestration platforms on the market: Cycle and Kubernetes.