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Spinning up with Cycle's new MCP, on infrastructure from Vultr
Alexander Mattoni, Head of Engineering and co-founder @ cycle.io shows Sanskriti Harmukh, Developer Relations Advocate @ Vultr, how the new MCP can spin up a full working application with all the required infrastructure, using Cycle's new MCP.
Best Black Friday Deals and Discounts You Don't Want To Miss [2026]
Wondering what the big deal is with Black Friday? And why does every business on earth seem to be obsessed with the quasi-holiday? Or are you just looking for great deals? Black Friday has become a sort of global cultural institution. Everyone knows about it, some look forward to it, and a few go crazy for the big day. It may be hard to believe, but Black Friday hasn't always been a thing, and it's actually a relatively recent development.
Best practices for handling cloud reliability incidents
Incident handling primer to help Google Cloud Platform customers design and practice reliability incident response and minimize business impact.
Task containers: run-to-completion work on Upsun Cloud
Most of what runs on a modern platform is built to stay up. Applications serve requests, workers process queues, and managed services keep databases and caches available around the clock. But a meaningful share of the real work does not fit that always-on shape.
Are Server Prices Driving Cloud Migration in 2026?
For years, moving workloads to the cloud has been driven by scalability, flexibility and the desire to reduce the capital expenditure associated with running a data center. In 2026, however, there is another factor entering the conversation: the rising cost of buying and refreshing physical servers. The question is now whether rapidly increasing hardware prices are enough to push organizations that might previously have refreshed their on-premises infrastructure towards cloud alternatives.
150+ AI statistics for 2026: spend, cost, and AI ROI
Worldwide AI spending will reach $2.59 trillion in 2026, up 47% from 2025, according to Gartner. Yet only 37% of organizations report any earnings impact from AI, McKinsey finds. These AI statistics cover what companies spend, what AI costs to run, and the ROI they're actually getting. That gap between the two headline numbers is the story of AI in 2026.
From a $60K invoice to a $200B earnings call, few can explain the AI bill
CloudZero’s own AI Economics Pulse for September found the 75th percentile of its 430-company customer panel crossed 10% of its cloud bill on AI for the first time in August. Gartner’s latest survey found only 22% of organizations have scaled AI successfully and 11% don’t know what their own function spent on it last year. CJ Gustafson showed what that gap looks like on an actual invoice this week.
Sovereign AI and the future of data centre infrastructure
What does sovereign AI really mean when the hardware powering it is made somewhere else? And how is AI changing where data centres need to be built? In the first episode of Series 2 of Perspectives from the Edge, Rob Cooper, Head of Data Centre Advisory at CBRE, joins Pulsant’s Wendy Shearer to explore the rapidly changing AI infrastructure market. CBRE is a global real estate and infrastructure advisory firm, with a specialist team focused on the data centre sector.
JFrog Agent Power for AWS Kiro
JFrog is bringing software supply chain governance to AWS Kiro. Operating as a power plugin within Kiro, JFrog delivers package safety, agentic access to the JFrog platform, and the JFrog AI Catalog. With simple setup, AI agents make supply chain aware decisions right inside the IDE, ensuring dependencies come directly from Artifactory rather than unverified public registries.