When Speed Outruns Control: DevOps, APIs, and the Infrastructure Reckoning in AI

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InfrastructureSecurityTechnology

The shift that happened quietly Over the last few years, DevOps teams have become the largest consumers of infrastructure without most organisations fully noticing the impact. It started with cloud adoption, accelerated with APIs, and has now exploded with AI. Getting access to a model is as simple as calling an endpoint. Scaling usage is […]

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Neocloud Enters Its Consolidation Era: What’s Driving It and What It Means for AI Buyers

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FutureGeneralHealthcareHuman ResourcesInformationalInfrastructureRecruitmentSecuritySocietyTechnology

Over the last two years, a new class of GPU-first Neocloud providers such as CoreWeave, Lambda, Voltage Park, Crusoe, and others has moved from niche to necessary. They stand out for their cutting-edge accelerators, near bare-metal performance, faster time to capacity, and flexible terms for AI workloads including shorter commitments, lower egress fees, and container-native […]

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