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

Why the Operational Complexity of E-Commerce Reaches a Critical Point in 2025

Why the Operational Complexity of E-Commerce Reaches a Critical Point in 2025

May 12, 2026 By OpsMatters In OpsMatters
Modern webshops no longer run on a single system. Behind the digital storefront lies an architecture made up of dozens of components: from product information management to caching layers, from search engines to payment providers. For operations teams, this means the classic LAMP stack from 2010 is now a distant memory.
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netdata

Monitoring Your Azure to Azure Local Migration: One Dashboard for Both Sides

May 11, 2026 By Satyadeep Ashwathnarayana In netdata
More organizations are moving workloads from Azure public cloud to Azure Local (formerly Azure Stack HCI) than most people realize. The reasons vary: data sovereignty requirements, latency-sensitive workloads that need to be closer to the edge, cost optimization for predictable workloads where reserved cloud capacity doesn’t make financial sense, or regulatory constraints that require data to stay on-premises.
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AURA in Practice: Mezmo's SRE bot, demo walkthrough

May 11, 2026 By Mezmo In Mezmo
A walkthrough of the Slack-based SRE bot Mezmo's engineering team built on AURA, the open-source agent harness, running against Mezmo's own production tooling. Adrian Furlong shows the bot answering questions in a DM with tool calls visible inline, then in a shared channel where it reads the conversation before responding. He opens a fresh PagerDuty incident on camera. The webhook fires AURA, and within seconds, the agent posts a triage note back on the incident and a structured analysis in the dedicated incident channel.
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scout

Best Elixir APM Tools in 2026: A Developer's Guide

May 11, 2026 By Sarah Morgan In Scout
Last updated: May 2026 Elixir applications have performance characteristics that are genuinely different from Ruby or Python. The BEAM virtual machine handles concurrency through lightweight processes, supervision trees restart failed processes automatically, and Phoenix channels can hold tens of thousands of persistent connections on a single node. These are strengths, but they also mean that the performance problems you encounter are different from what most APM tools were built to detect.
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logz.io

The Best Kubernetes Monitoring Tools of 2026

May 11, 2026 By Libi Michelson In logz.io
Effective Kubernetes monitoring in 2026 is critical due to increased cluster scale and microservices complexity, demanding a shift toward unified observability (logs, metrics, and traces). The core focus is leveraging AI-driven features to automate anomaly detection, correlate diverse data, and significantly reduce Mean Time to Recovery (MTTR).
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lightrun

Why Alert Fatigue Solutions Still Miss the Root Cause

May 11, 2026 By Lightrun Team In Lightrun
Alert fatigue solutions have never been better, but on-call engineers are still burning out. Threshold tuning, AI triage, and alert correlation reduce the noise, but every alert that clears filtering lands with the same incomplete telemetry and triggers the same manual investigation cycle. This post explains why the evidence gap survives every fix, and how runtime context changes that.
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sentry

From vibe code to production-ready: observability for Next.js and Supabase apps

May 11, 2026 By Sergiy Dybskiy In Sentry
The way we build software has drastically changed over the past few years. What hasn’t changed is that this software ends up in front of real people: you, me, my mom. And when those users inevitably run into something broken, you as the application’s developer need to be equipped with the right tools, context and understanding of what broke, where it broke, and how to fix it as quickly as possible. Every day we’re inching closer to self-healing software.
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broadcom

Migrating Your DX NetOps Integrations from OData 2 to OData 4

May 11, 2026 By Helen Burke In Broadcom
If you integrate DX NetOps with external dashboards, reporting engines, or IT service management tools, you likely rely on our API framework. We are currently migrating this framework from OData 2 to OData 4. This transition requires you to update your existing integrations so they continue to function properly. Let me walk you through exactly what is changing, how to identify your active API queries, and the specific adjustments you need to make to your setup.
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