AI coding tools ship surprisingly rich telemetry
AI coding assistants are already emitting rich OpenTelemetry data — revealing prompts, tool usage, workflows, and developer behavior in real time. Resources for Further Learning.
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Grafana 13.1 release: observability as code updates, extending Grafana Assistant across more data sources, and more
Earlier this year, Grafana 13 laid the groundwork for making it easier and faster than ever to turn your data into actionable insights. With our latest minor release, Grafana 13.1, we're building on that foundation, expanding observability as code, bringing Grafana Assistant to more data sources, and streamlining the everyday workflows teams rely on to visualize, analyze, and act on their data. Download Grafana 13.1 Below are just some of the highlights from Grafana 13.1.
How Does SNMP Keep an Eye on Every Device on Your Network?
In this video, learn what SNMP (Simple Network Management Protocol) is and why it remains one of the most important technologies for network monitoring. Discover how SNMP helps IT teams collect device health metrics, receive real-time alerts, and monitor thousands of network devices from a single platform. In this video, you'll learn: Contact Us sales@motadata.com Resources Follow Us on Social Media.
10 Best ITSM Tools in 2026 [Reviewed and Compared]
How do you choose the best ITSM tool for your team when 20 vendors all promise the same three things: native AI, ITIL alignment, and a single system to run your whole IT operation? It is the fair question we hear most from IT managers and service desk leads, and the cost of getting it wrong is high. An ITSM platform is a multi-year commitment where your team works inside every day, so a poor fit shows fast as slow tickets, manual workarounds, and a migration nobody wants to repeat.
The Four Pillars of AI Observability in 90 Seconds
AI applications can behave unpredictably, potentially leading to errors such as hallucinations or data leaks, even when classic monitoring indicates a successful response. To effectively monitor AI systems, four key areas should be focused on. Implementing these pillars can enhance trust in AI deployments, help manage costs, and identify safety issues before they impact users.
What's New in Grafana 13.1: Git Sync - Easier Importants, Easier READMEs & Signing
Grafana 13.1 cuts down on GitOps pain by making Git Sync stronger — import dashboards to Git with a click, see your repo READMEs inside Grafana, and sign every commit for security-strict teams.
How Grafana Cloud Ingests Your Data | Data Sources, Alloy & OTel Explained
Learn the two main ways to get data into Grafana Cloud. In this video, we break down how Grafana Cloud connects to over 150 external data sources (like Salesforce, Postgres, and CloudWatch) where your data stays in place, and how you can send raw telemetry into Grafana’s fully managed databases for logs, metrics, traces, and profiles.
Real Time Network Monitoring: Topology, NetFlow, SNMP
Interface counters tell you a port is busy. Bytes in, bytes out, errors, drops. That’s enough to know a link is saturated, but not enough to know which conversations are saturating it, which devices are involved, or how a problem propagates across your network. For that you’ve traditionally needed dedicated network performance monitoring tools, usually expensive, usually a separate console from the rest of your monitoring.
How Git Worktrees Changed My Development Workflow
Since I started using Claude Code more frequently, I kept noticing a “worktree” checkbox popping up whenever I started a session in a Git repository. I had no idea what it meant, so I did what any curious developer would do and started digging. What I found was a Git feature I somehow never came across before: git worktrees.
Telegraf Enterprise Now Generally Available: Manage Telegraf Fleets at Scale
Telegraf Enterprise is now generally available. It combines Telegraf Controller, a centralized management console for Telegraf, with official support from InfluxData. Open source Telegraf remains unchanged. Telegraf Controller is free to start with built-in limits, while a Telegraf Enterprise license unlocks higher-scale limits, audit logging, LDAP/OIDC integration, and commercial support. Telegraf has become the standard for collecting telemetry across cloud, edge, and physical infrastructure.