Why Alert Noise Is Still a Problem—and How AI Fixes It
Alert noise is a major problem for SRE and on-call engineers, stemming not from a lack of data, but from *too much* unfiltered data and traditional monitoring’s reliance on static …
Latest SRE & DevOps Articles
5,409 articles · Page 65 of 451
Open standards in 2026: The backbone of modern observability
This article details how to effectively monitor Large Language Models (LLMs) in a production environment using a powerful combination of tools. It demonstrates setting up observabi…
AI in observability in 2026: Huge potential, lingering concerns
This article details how to effectively monitor Large Language Models (LLMs) in a production environment using a robust observability stack. It outlines leveraging Grafana Cloud, O…
Doing or Waiting?
This article emphasizes the importance of understanding whether application performance bottlenecks stem from “doing” (CPU usage) or “waiting” (external dependencies or resource co…
Your automation foundation for the AI era: Intelligent, Trusted, Enterprise-ready
This article announces the latest release of Control-M, an orchestration platform designed to help organizations manage increasingly complex data, applications, and AI pipelines. T…
Deprecating Span Events API
OpenTelemetry is deprecating the Span Events API in favor of using the Logs API for all events, aiming to simplify event handling and reduce inconsistency within the ecosystem. Whi…
Port Monitoring with the Zabbix Widget Switch
This article introduces the “Zabbix Widget Switch,” a new open-source widget for Zabbix that provides a visual representation of network switch port status directly within a dashbo…
How to design cloud environments for AI-powered threat analysis
The Datadog team recently discovered and removed malicious code injected into one of their open-source repositories by a bad actor using an AI agent. The attacker used the AI to cr…
Scaling Kubernetes workloads on custom metrics
The article details Karpenter, an open-source autoscaler for Kubernetes that directly manages compute resources (like EC2 instances) instead of relying on Cluster Autoscalers manag…
DevOps roles explained: Key jobs, responsibilities and skills
This article explains that DevOps is a collaborative philosophy bridging the gap between software development and IT operations teams to improve software delivery. While not a spec…
Top 8 benefits of hybrid cloud for business
This article defines hybrid cloud as a computing environment combining on-premises infrastructure, private clouds, and public cloud services – all working together. It explains tha…
Bridge the DevSec divide: Using Grafana Cloud and Miggo for runtime protection
The article argues that open standards like OpenTelemetry are crucial for the future of observability, enabling interoperability and preventing vendor lock-in as systems become inc…