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

Repo rightsizing: audit every model call in a repo you already shipped

Repo rightsizing is a single-pass audit of every real model call in a codebase you already shipped: SDK invocations, sub-agent dispatch sites, and agent frontmatter pins. Each call site is scored on the job it actually does, and the result commits as one blueprint file you can diff next quarter. It replaces one-skill-at-a-time reviews, which miss files where a single model key covers two different jobs.

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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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.
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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.

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.