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The latest News and Information on Cloud monitoring, security and related technologies.

The gap between individual AI productivity and team performance

As a product manager at Upsun with a computer engineering background, Kateryna Dvornichenko had spent months researching competing tools in the agentic development space, running tests, comparing features, and building a picture of where the market was heading. She realized the tools were impressive, but something kept standing out. "Collaboration was not the strong point of any of them," she says. "Everyone stays on their own machine with their own setup.".

AI is changing how organizations operate

AI is changing how organizations operate, but one thing has not changed: critical services cannot fail. Whether it is financial markets, healthcare, or other mission critical environments, organizations need observability that delivers value quickly, not weeks or months later. In this clip with theCube, Virtana CEO Paul Appleby explains how Virtana combines high fidelity telemetry with AI-driven intelligence to discover dependencies, correlate relationships, and deliver actionable insights within hours.

Navigating Rising Ad Costs: An Honest Review of Google Ad Guy's Hybrid Search Model

Running digital ad campaigns in Australia has become increasingly tough for business owners. Google Search remains the most effective place to find high-intent customers. When someone needs an urgent electrician, a commercial lawyer, or a local service provider, Google is still their first port of call. However, rising cost-per-click (CPC) rates, automated algorithm updates, and widespread agency burnout have made running profitable ad campaigns trickier than ever.

Why More Technology Is Becoming a Service Instead of a Product

A growing number of technology purchases no longer end at checkout. A phone gains new AI features months after launch, a vehicle receives software updates from the cloud, and a security camera may lose important functions if its online service disappears. The physical product still matters, but increasingly it is only the visible edge of a much larger system.
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Eliminate Data Transfer Fees from Your AWS Log Costs

As businesses generate, capture, and seek to analyze more data than ever before, they often find themselves limited by high data storage costs, expensive data processing fees, and high management overhead. For organizations who wish to expand their log analytics programs and become more data-driven, maximizing cost efficiency has become a critical operational objective.
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SaaS dependencies: the blind spot in your Incident response plan

So let's talk about the incidents that weren't yours to fix. It's 12:26 UTC on August 14, 2026. Outbound email starts bouncing. Inbound messages from partners stop arriving. Your team checks the obvious things first: mail server logs, recent deploys, firewall rules, your own DNS zone records. Everything on your side looks clean. By 12:48 UTC, an Early Warning Signal by StatusGator has already flagged a spike in reports pointing at Proofpoint. But if you're not watching for that signal, you don't know it exists yet.

Shipped: Smarter period comparisons in Explorer

Compare Periods launched with two display modes: Aligned and Overlay. The top request from customers was bringing back a true side-by-side view, the kind where two independent charts sit next to each other so you can compare the overall shape of each period. Split brings that back. But the team also added Delta, a new mode that shows the dollar difference between periods.

AI gross margin: how AI spend hits SaaS profitability

AI gross margin is what remains of SaaS profitability after inference, model routing, and AI infrastructure land in cost of revenue. The numbers have moved. AI products averaged 45% gross margin in 2025 and are projected near 53% in 2026, against the 70% to 85% that SaaS built its valuations on. The compression is real, measurable, and manageable for companies that can see their cost to serve.

Enterprise Cloud Architecture for CTOs and Platform Engineers

Most teams that say they have an enterprise cloud strategy mean that they have workloads running on a hyperscaler and a set of compliance controls documented somewhere. That is a cloud deployment, but it is not necessarily an enterprise cloud operating model. Google Cloud’s 2025 platform engineering research with ESG describes platform engineering as a strategic discipline tied to delivery, governance, and operational outcomes, rather than simply another infrastructure cost.