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

Inside Pandora's Box: How CloudZero AI Hub Cracks Cloud Cost Intelligence

Years in the FinOps trenches taught me one thing: The data has never been the problem. The data exists. It’s out there, scattered across provider invoices, buried in tagging gaps, locked behind dashboards that maybe three people in your org actually know how to navigate. The real problem? Nobody can get to it when they need it. Engineers ship features without understanding what they cost the business, let alone whether they improved margin.

Inference Economics: What It Is And Why It Matters Now

Somewhere between a model’s first demo and its first production workload, the cost conversation changes completely. Training is a big number, but it’s a finite one. Inference isn’t. Every user interaction, every query, every API call triggers compute behind the scenes — and unlike training, inference never stops billing. That shift from one-time expense to ongoing operational cost is where inference economics begins.

Beyond the horizon: How Ana Cidre turned a non-linear path into leadership

Welcome to Beyond the horizon, a monthly series celebrating the people who shape Upsun’s culture, innovation, and heart. In this month’s edition, we’re featuring Ana Cidre, Director of Developer Advocacy at Upsun and one of the key voices shaping how developers experience our platform today and in the future.

Cloud Application Slowness: When Every Team Says 'It's Not My Problem'

A retail ERP system underwent a vertical scaling operation to support growth from 3,000 to 10,000 stores on AWS. Immediately following the cutover, users experienced widespread HTTP 503 (“Service Unavailable”) errors and checkout failures. Yet, standard performance dashboards indicated a healthy environment.

CloudZero Launches Claude Code Plugin To Bring Cost Intelligence Into Engineering Workflows

Today we’re announcing the CloudZero Claude Code Plugin, a new capability that puts CloudZero’s full cost intelligence model directly inside Claude Code, where engineers and technical FinOps practitioners already work. The plugin connects a Model Context Protocol (MCP) server and nine pre-packaged investigation skills to CloudZero’s cost data, covering cloud and AI spend across AWS, GCP, Azure, Snowflake, MongoDB, OpenAI, Anthropic, and more.

What does investigation look like when data lives in multiple tools?

War rooms don’t fix fragmentation. They expose it. Incident hits. App checks traces. Infra checks hosts. Cloud checks dashboards. Network checks packets. Everyone sees their layer. No one sees the system. So we guess. Rollback. Add capacity. Freeze change. The noise stops. The constraint doesn’t. Modern failures don’t live in tools. They live in dependencies. If your platform can’t follow a transaction across hybrid and AI infrastructure — to the exact constraint — you don’t have observability.

What Is Lift And Shift? Is It Right For You?

Cloud migration strategies range from quick rehosting to complete application refactoring. Lift and shift migration (also called rehosting) moves applications from on-premises to the cloud with minimal changes, promising speed and lower initial costs compared to other strategies. But does lift and shift actually deliver long-term savings? This guide examines when lift and shift makes sense, when it creates hidden costs, and what alternatives exist.

What Airport Executives Should Look for in an Airport Management Software Platform

Running an airport requires constant coordination between safety, compliance, finance, and daily operations. As regulatory requirements grow and operational complexity increases, many airport leaders are exploring modern airport management software to replace spreadsheets, disconnected systems, and manual workflows. But with so many options available, how do you choose the right airport management software platform? Here's what to look for.

On-Demand Vs. Spot Instances: What's The Difference?

Whether you’re in finance or engineering, you know keeping your customers happy is the key to success. That means, your SaaS product or service needs to be available, reliable, and cost-effective virtually all the time. On that note, you can determine how stable and high-performing your service is depending on whether you use On-Demand or Spot Instances. Pricing, capacity, and flexibility will also vary depending on which of the two instances you choose.

How to Create an AI Chatbot for Your Website?

Chatbots are starting to look fairly promising for businesses of all kinds. Customers today are keen to get things resolved faster than ever. Every startup out there is tempted to take the deal. But before jumping onto the bandwagon, you need to do some thinking as to what type of chatbot you must invest in. The decisive question being, which model of conversational AI perfectly aligns with the needs of your organization.