Operations | Monitoring | ITSM | DevOps | Cloud

A GPU spec sheet is a confidence trick. It looks like an objective document - numbers, units, comparable rows - but most of the numbers on it don't map cleanly to the performance a real workload will see. Teams that pick GPUs by reading the headline figures usually find out the gap between spec and reality somewhere around the first production run. This is a working guide to reading GPU cloud instance specifications against actual ML workloads. The goal isn't to recommend a card.

The FBI published a warning last week. Threat actors have registered more than 498 fake domains tied to the 2026 FIFA World Cup. Fake ticket sites. Fake job listings. Fake merchandise stores. All live in DNS right now. Every one of those domains is catchable. Not after victims report fraud. Before anyone gets hurt. That is what DNS Spy’s Phishing Sentinel is built to do.

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.

A company burned $500M in Claude credits because nobody set a limit. Uber exhausted its 2026 AI budget. Microsoft canceled Claude Code licenses. The problem isn't AI - it's the total absence of governance around how people use it.

Your Datadog dashboards tell you what’s happening inside your infrastructure. StatusGator helps you understand what’s happening with the vendors and services your business depends on. Now you can bring both together.

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.

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.