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

The MetricFire MCP Server | AI-Powered Monitoring

Monitor your infrastructure using natural language with the new MetricFire Model Context Protocol (MCP) Server. In this video, you'll learn how to connect the MetricFire MCP Server to AI assistants like GitHub Copilot and use simple prompts to search metrics, visualize data, create alerts, and manage your monitoring environment—without writing API calls. In this video, you'll learn how to.

Safer Pipeline Changes, Flexible Deployment, and More

August 5, 2026 The latest VirtualMetric DataStream release focuses on how pipeline changes move from idea to deployment, safely and without slowing teams down. Version 2.1 puts a deliberate step between building a pipeline and shipping it to production, along with new deployment options for Directors and multi-tenant ingestion for teams managing data across many customers. Here’s what’s new.

Infrastructure Monitoring Tools Enterprise IT Teams Should Evaluate in 2026

As enterprise IT environments become increasingly distributed, monitoring infrastructure performance is more challenging than ever. Organizations must manage on-premises systems, cloud services, virtualized environments, databases, networks, containers, and digital workspaces from a unified operational framework. This growing complexity has elevated the importance of modern infrastructure monitoring tools that provide end-to-end visibility, proactive alerting, and intelligent diagnostics.

Best Synthetic Monitoring Tools for Citrix, Web Apps & Digital Workspaces

Employee productivity and customer satisfaction depend on the consistent performance of digital workspaces, virtual desktops, web applications, and SaaS platforms. While reactive monitoring identifies issues after users experience them, synthetic monitoring tools enable organizations to detect and resolve performance problems before business operations are affected.

The August 6, 2026 GitHub Actions Outage: Queued Jobs, Throttled Webhooks, Impact Lasting 10 Hours

On August 6, 2026, GitHub opened an incident for degraded Actions performance at 15:22 UTC. Within about twenty minutes, Actions availability was listed as degraded, workflow runs were failing to start or failing partway through, and the Actions REST API was returning errors. Pages was pulled into the same incident shortly afterwards. The status page marked Actions and Pages as mitigated at 00:05 UTC on August 7, and closed the incident at 02:04 UTC.

Homelab AI SRE Agent: AURA Debugs Container Permissions in Docker

A root cause is not a fix. AURA keeps working the problem, taking what you find on the host and coming back with the user ID mismatch behind the failure. What follows a root cause is normally manual: check the mount, compare ownership on the host against the user inside the container, and get it wrong at least once before it lands.

10 Best MySQL Monitoring Tools Compared for 2026

Your monitoring console probably covers the switches, the hosts, the VMs and the application traces. The database tier is the gap. It tends to live in a separate tab. Somebody opens that tab once the incident bridge has already started. That gap got more expensive this year. On 21 April 2026, Oracle moved MySQL 8.0 to Sustaining Support. The version most production estates still run no longer gets new fixes. Good MySQL monitoring tools close the gap.

What Is sFlow? A Guide to Sampled Flow Monitoring

What do you do when the switch carrying most of your traffic is the one device that cannot tell you what is on it? On high-speed core and data centre links, full flow export pushes device CPU past a comfortable line, so the export gets switched off and the busiest segment quietly becomes the least visible one. sFlow was built for that exact situation.

Paste a Slack Bug Report into an AI SRE Agent: AURA Finds the Cause

A coworker says checkout is broken and nothing else. That is the whole prompt. AURA reads the live logs and comes back with the payment service. Normally a message like this is the start of guessing at a service and opening dashboards until something looks wrong. Here it is the entire input: no service named, no error string, no time range.