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

motadata

What Is LLM Observability? A Complete Guide

Jul 20, 2026 By Ramya Shah In Motadata
If you run LLM features in production, your most dangerous failures are the ones your monitoring never flags. Your LLM feature passed every test, and the demo went great. Three weeks after launch, a support ticket lands: the chatbot quoted a refund policy that does not exist. The dashboards are all green, and the same prompt answers correctly when you retry it. This is the blind spot LLM observability exists to close. Your existing tools saw the request come back fast with a clean status code.
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appsignal

Why AI-Generated Code Needs Monitoring More Than Handwritten Code

Jul 20, 2026 By Dejan Lukić In AppSignal
Like it or not, vibe coding is here to stay. It’s too easy to just go away. Maybe if the per token cost rises too much at some point that it becomes cheaper to hire a junior… But until then, you’d better get used to it. For now, tools like Cursor, Copilot, and Claude let developers (and plenty of non-devs) ship full-stack apps faster than a junior is able to completely grasp the concept of the app they’re working on. And that’s pretty neat.
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grafana

Beyond performance monitoring: Understand the user experience with Grafana Cloud Frontend Observability

Jul 20, 2026 By Priscilla Lam In Grafana
You've optimized your Largest Contentful Paint. Your Time to First Byte is under 200ms. Your Lighthouse scores are green. And yet, your checkout conversion rate is quietly dropping. A segment of users in Southeast Asia is churning. Your support team is fielding tickets about a form that "just doesn't work" and you have no idea which one. Traditional frontend performance monitoring tells you whether your application is fast. It doesn't tell you whether people are actually succeeding when using it.
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statusgator

Cursor outage on July 16, 2026: high load errors worldwide and how to keep working

Jul 17, 2026 By Colin Bartlett In StatusGator
Cursor was hit by a global “high demand” outage on July 16, 2026, returning ERROR_RESOURCE_EXHAUSTED errors that blocked AI requests for just over two hours. StatusGator caught it early, sending an Early Warning Signal at 06:49 UTC, 12 minutes before Cursor acknowledged the incident at 07:01 UTC. Here is the full picture, including the workaround that kept many users coding.
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manageengine

Five worthy reads: Brains or bots-are we forgetting how to think?

Jul 17, 2026 By Dharani Senthilkumar In ManageEngine
Five worthy reads is a regular column on five noteworthy items we’ve discovered while researching trending and timeless topics. This week, we are exploring how prolonged dependence on AI could influence human beings' neural pathways, cognitive habits, and the behavioral changes that follows. As children, many of us would have watched the juggler at a circus in amazement. One ball became two, then three, and several more since it was a cumulative act.
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Webinar: Halo & SquaredUp - Dashboards that deliver

Jul 17, 2026 By SquaredUp In Squared Up
SquaredUp and Halo teamed up for a live webinar exploring why visibility matters, the reporting challenges many organisations face, and how HaloPSA data can be transformed into engaging dashboards using SquaredUp. We also heard from a customer on how they're using dashboards to manage costs and improve service delivery. Whether your goal is sharper reporting, greater visibility for customers, or a clearer demonstration of the value your services deliver, this session offers practical insights and real-world examples to help you get there.
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How to use Grafana Assistant with the AWS CloudWatch data source

Jul 17, 2026 By Grafana In Grafana
Grafana Assistant meets AWS CloudWatch! In this video, Staff Software Engineer Ivana Huckova shows how to use Grafana Assistant, the AI agent built into Grafana Cloud, with the Amazon CloudWatch data source. Watch her query CloudWatch metrics and logs in plain language, build dashboards in seconds, and troubleshoot AWS resources — no query syntax required.
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New AI Features in Playwright (Live-Webinar)

Jul 17, 2026 By Checkly In Checkly
An AI agent that can't open a browser is just guessing. Stefan from Checkly shows how giving AI coding agents a real browser via Playwright enables reliable end-to-end test generation and debugging, closing the quality gap created by faster, AI-driven shipping. The session compares Playwright MCP vs the Playwright CLI for agent workflows, showing that thanks to MCP spec changes, lazy tool loading, and skills, the two are now effectively just different interfaces to the same tool, with no real token advantage either way.
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