Operations | Monitoring | ITSM | DevOps | Cloud

High-cardinality metrics at scale: why the standard playbook is wrong

The “high cardinality is expensive” sentence has become observability’s version of “in this economy” — said so often that nobody questions whether it’s true. Every vendor pricing page invokes it. Every glossary article repeats it. Every architecture diagram shows aggregation buffers placed before the storage layer.

Modern Tech and the Future of Sewer Line Repairs

Sewer line problems used to mean absolute chaos for property owners. Heavy machinery would tear up yards, driveways, and beautiful gardens just to reach a single broken pipe. New methods allow teams to inspect and fix underground systems without destroying the surface environment. Property owners can now resolve major plumbing issues with far less stress. Modern systems keep the water flowing safely and protect local properties from massive structural damage.

The Growing Importance of Protecting and Storing Digital Data

Every modern operation relies on digital files to function smoothly every day. Losing access to customer records creates immediate chaos for any team. Modern networks face constant threats from hardware failures and malicious external actors. Organizations must build reliable habits to shield their information before problems occur.

Phone numbers now supported in status page contact field

We’ve rolled out a small but useful improvement to the Status Page → General settings. Previously, the Support contact field in the footer only accepted: Based on feedback from our users, the field now also supports phone numbers. Status pages in StatusGator already offer a variety of customization options – including custom branding, layouts, monitor visibility, subscriber settings, and privacy controls.

How to Import Microsoft Defender Vulnerabilities into NinjaOne

NinjaOne Field CTO, Jeff Hunter, demonstrates how to automate the vulnerability importation from Microsoft 365 into NinjaOne. While this process can be automated using Microsoft Azure Functions or AWS Lambda, for the purposes of this demonstration we will be using an API server. Chapters.

Konstruct product updates: Global resources, MCP support, and smarter permissions

May has been one of our busiest months yet for Konstruct. Across three releases, 0.5, 0.5.1, and 0.5.2, we've shipped some of the most requested platform-level changes since we launched: a unified model for sharing resources across organizations, native support for AI-driven workflows via MCP, a completely redesigned API keys experience, and a cleanup to how permissions actually work in multi-org environments. Let's walk through what shipped and why it matters.

Never Miss a Device: Achieving Continuous Patch Compliance in an Era of Persistent Threats

Does your organization achieve 95% or greater patch deployment success, as demanded by SLAs and regulatory frameworks? Odds are you don't, as most organizations only hit the 90% mark due to common issue: Devices that miss scheduled maintenance windows leave IT teams like yours scrambling to manually, reactively close compliance gaps.

Uber blew its annual AI budget in 4 months

Uber burned through its entire annual AI budget in under 4 months. Here's what went wrong — and what every engineering org should be doing instead. The data: 80% more code is getting pushed with AI… but only 18% of AI-written code actually ships to production. That's not a productivity story. That's a spend problem. If you're scaling AI tooling without real-time monitoring and guardrails, you're Uber.