New Relic has made available an open source extension to its observability platform for coding tools at no additional cost. Nic Benders, chief technical strategist for New Relic, said the New Relic AI Coding Observability capability will make it simpler for DevOps teams to centrally monitor usage of a diverse range of artificial intelligence (AI) […]
There’s a pattern playing out across engineering teams right now that nobody talks about openly: the tool meant to reduce operational complexity has quietly become one of the biggest line items on the infrastructure budget. Observability spending is out of control, and for most teams, it’s not because they’re monitoring too much. It’s because they’re […]
The Cloud Native Computing Foundation (CNCF) today announced that the open source OpenTelemetry (OTel) project has officially graduated a little more than seven years after its initial adoption. Announced at the Observability North America Summit, OpenTelemetry was first donated to the CNCF in 2019 following the merger of separate OpenTracing and OpenCensus projects that sought […]
Arm this week made available a free toolkit for analyzing agentic artificial intelligence (AI) workloads as they are being developed by DevOps and platform engineering teams. Earlier this year, Arm unveiled a 3nm processor based on its Neoverse V3 architecture that is specifically designed for AI workloads. The Arm Performix toolkit provides system-wide analysis across […]
How modern DevOps teams manage operations using automation, observability, AIOps and self-service to reduce toil and improve reliability.
The demos look super cool! An AI agent detects a failing deployment, rolls it back, opens a GitHub issue, and notifies Slack — all before the on-call engineer has finished reading the alert. If you’ve been following the DevOps tooling space over the last 18 months, you’ve probably seen some version of this pitch. But […]
Grafana Labs debuts Grafana 13, a specialized AI application observability platform, and an MCP-powered AI agent at GrafanaCON 2026 to streamline telemetry across complex cloud-native environments.
Coralogix and Skyflow have allied to protect sensitive log data that DevOps teams might inadvertently expose while investigating incidents or as data is shared with downstream applications. Skyflow has developed a platform that instead of eliminating or masking sensitive data applies tokens to enable that data to be searchable and auditable while preserving privacy. Coralogix […]
Observability can generate massive data volumes. Learn how sustainable observability reduces telemetry waste, lowers costs and improves insight.
Most platform teams aren’t deciding whether they’ll run across multiple clouds. They already are, or they’ll be soon. The real question is how to migrate critical systems without turning on-call into a guessing game. Observability raises the stakes more than almost any other domain. An observability control plane isn’t just a dashboard. It’s the operational […]
AI and observability reduced alert fatigue, but decision fatigue remains. Decision architecture helps DevOps teams scale operational judgment.
A practical 10-layer monitoring framework for Kubernetes and VM environments that prioritizes what to watch—system, application, HTTP/RUM, databases, caches, queues, tracing, SSL, external deps, and log patterns—to prevent outages and reduce noisy alerts.