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The latest News and Information on Monitoring for Websites, Applications, APIs, Infrastructure, and other technologies.

Install an AI SRE Agent in Kubernetes with AURA and Helm

AURA does not have to live on your laptop. Install it into the cluster with Helm and it is still there the next time something breaks. AURA is a fully open source AI agent built specifically for SRE work. Rather than one general assistant, you configure workers: separate agent roles, each scoped to a job like inspecting the cluster.

Free Open Source AI Agent for SRE and More: Why We Give AURA Away

Wondering what the catch is on a free, vendor-backed agent? There is not one in the license. AURA stays Apache 2, fully capable, and free to run. If you are weighing an open source tool with a company behind it, the first question is what the catch is. You have seen the project that turns out to be open core, or that is quietly hindered in one key way. This is Mezmo's answer for AURA.

Open Source AI Agent for SRE: Why AURA Is Free

The most common question since we started 31 Days of AURA: how do you plan to make money? The short answer is the control plane, not the agent. Mezmo sells an enterprise-grade control plane for running large numbers of agents across large environments, where coordinating across environments, governance, access control, and the efficiency of preprocessing MCP data start to matter. If a hundred people run AURA and three or four of them need that, the model works. The more people running AI agents in production, the bigger the market for the tooling underneath them.

How to Monitor Internet Uptime

Your ISP tells you your connection is up 99.9% of the time. Your users tell you the MS Teams video calls keep freezing. Both can be true at once, and that gap is exactly why you need to monitor Internet uptime yourself instead of taking your provider's word for it. This article covers what Internet uptime actually means, how to calculate it, what a good internet uptime SLA looks like, and how to monitor internet uptime with your own data so you're not stuck relying on your ISP's version of events.

Find, analyze, and collaborate on user sessions in Datadog Session Replay

Teams supporting user-facing applications rely on session replays to understand user friction. But resolving an issue or improving the user experience takes more than watching a replay. Engineers, product managers, and designers first need to find the right sessions to investigate, then quickly learn what happened at the key moments. Once they’ve investigated a replay, they need to share what they found across product, design, support, and engineering so that the right teams can act.

What Is an SAP System? A Plain-English Explanation

An SAP system is an installed instance of SAP’s business software that runs an organization’s core processes, like finance, supply chain, and HR, on a single, shared database. If you’re new to a company that runs on SAP, this guide explains what that actually means: what the software does, what an SAP system is made of, and why companies talk about DEV, QAS, and PRD like they’re three different things. They are.

SAP Cloud Connector: Essential for Ground-to-Cloud and AI Operations

When SAP unveiled the Business AI Platform at Sapphire 2026, it folded BTP, Business Data Cloud, and Business AI into a single governed environment. BTP didn’t disappear but became essential architecture underneath SAP’s agentic AI direction. A big part of the repositioning included cloud and AI enablement of existing systems, data and enterprise context: the cloud half of every hybrid SAP estate just got more capable and more strategic, and SAP Cloud Connector plays a central role.

BGP monitoring: Fixing the blind spot in your digital experience monitoring stack

Without Border Gateway Protocol (BGP) monitoring, your digital experience monitoring (DEM) stack can't detect the route hijacks, leaks, or instability that prevent users from reaching your applications. Most DEM stacks miss this entirely, and that gap is where some of the most damaging, hardest-to-diagnose outages happen.