Operations | Monitoring | ITSM | DevOps | Cloud

Network intelligence brings the power of AI and the wealth of insight we find in all the data we collect from our networks on premises and in the cloud. And with Journeys, Kentik AI provides relevant, actionable insight to network operations and enables a natural, easy way to interrogate data at scale and with confidence.

2025 has truly been the year of Agentic AI, with MCP (Model Context Protocol) emerging as one of its flashy and most talked-about innovations. While many products have seamlessly integrated MCP servers into their systems, these servers are increasingly being labelled as black boxes, opaque components that handle critical tasks but offer little visibility into what’s happening under the hood. We prompt an agent, a tool gets invoked, and a response is generated. But what really happens in between? And when something breaks, how do we trace the failure and debug it effectively?

What if setting up observability in your Next.js app was as easy as running a few commands? In this quick guide, we show you how to instrument your Next.js application using OpenTelemetry and visualize with SigNoz — without all the headaches.