Operations | Monitoring | ITSM | DevOps | Cloud

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

selector

What Enterprise AI Gets Wrong About Usage

Jun 3, 2026 By Dallon Robinette In Selector
AI is moving out of the experimental phase and into the everyday rhythm of work. Teams are no longer using it occasionally for novelty or quick wins, but instead are exploring more robust use cases to investigate issues, answer questions faster, surface context, and help them move through complex workflows with more confidence. That’s the shift that most organizations’ leadership teams have been asking for.
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scout

Best APM for Small Teams Without Dedicated DevOps in 2026

Jun 3, 2026 By Sarah Morgan In Scout
You don’t have an SRE. There’s no platform team. Your “monitoring strategy” is someone checking Slack for error alerts. When production breaks, the same two or three senior devs drop everything to debug. Sound familiar? Most APM tools are built for organizations with dedicated operations staff. They assume someone has time to configure dashboards, tune alert thresholds, and learn a complex query language. That person does not exist on your team.
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scout

Best Error Monitoring for Rails in 2026

Jun 3, 2026 By Sarah Morgan In Scout
You deploy on Friday. Sidekiq starts failing on a job that worked fine in staging. Your error tool shows you a NoMethodError on line 47. But it doesn’t tell you that the job only fails when processing records created after the migration you ran on Thursday. The stack trace is correct and completely useless at the same time. This is the core problem with general-purpose error monitoring on Rails apps. Rails teams deal with N+1 queries that cascade into timeout errors.
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dns spy

DNS Spy Now Has an MCP Server. Ask Your AI About Any Domain.

Jun 3, 2026 By DNS Spy In DNS Spy
DNS monitoring should be simple. You want to know if something changed. You want to know if a record propagated. You want to know if a phishing site just went live with your brand name in the domain. But in practice it takes work. You log in to a dashboard. You click through menus. You run a check, copy the output, paste it somewhere else. You repeat that process every time someone on the team asks a question. AI assistants like Claude and ChatGPT could help.
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Your AI App Is Lying to You - Here's How to Fix That #devops #observability #programming

Jun 3, 2026 By SigNoz - Open Source Observability Platform In SigNoz
You shipped your AI app. But do you have all the answers? Do you actually know which model ran, how many tokens it consumed, or why it stopped? This is what LLM observability gives you, and most AI engineers are skipping it entirely. I built an SOS detection app and used OpenTelemetry to get full visibility into every single call. Token usage, model version, finish reason, and cost per call all in one place, standardised across any provider. Check out the OpenTelemetry GenAI docs in the link below; there is a lot more you can track than you think.
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grafana

How to generate real-world load tests using Grafana Cloud k6 and production telemetry

Jun 3, 2026 By Matt Wimpelberg In Grafana
For many development teams, a load test starts with a set of assumptions. You pick 100 virtual users because it sounds reasonable. You ramp for 30 seconds because that's what the tutorial showed. You set a 500ms threshold because it feels like a good target. The test passes, you ship the release, and production falls over at 6 p.m. on a Tuesday because your synthetic load never resembled how real users interact with your application.
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Autonomous Error Remediation in Cursor with Lightrun MCP

Jun 3, 2026 By Lightrun In Lightrun
Lightrun's Gidi Freud demonstrates how your AI coding agent can now investigate and fix production errors, autonomously. Watch how Cursor, guided by Lightrun's Error Remediation skill, picks up a Sentry error, instruments the live service with a runtime snapshot, captures real evidence, and opens a validated PR for approval.
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statusgator

May 2026 product updates

Jun 2, 2026 By Valeria Kurolapova In StatusGator
We’ve been busy shipping new features and enhancements to help you monitor critical services more effectively, investigate incidents faster, and customize your StatusGator experience. This month’s updates include historical outage reports, our new Datadog integration, expanded monitoring coverage in Asia Pacific, improved email branding options, and performance upgrades for monitor metrics. We also crossed a major milestone with more than 8,000 services now monitored by StatusGator.
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