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Beyond the Hype: The Realignment of AI Power and the Rise of Model-Agnostic Infrastructure
How-ToDevOps

Beyond the Hype: The Realignment of AI Power and the Rise of Model-Agnostic Infrastructure

via Dev.toFaith Omobude3w ago

Just as we've seen in the DevOps world, most organizations adopt AI tools, but few truly understand the outcomes they are buying into. In February 2026, the industry moved past the "honeymoon phase" of generative AI and into a gritty, politically charged reality. What we witnessed wasn't just a series of product updates; it was a fundamental realignment of the power structures that govern how we build, deploy, and trust the intelligence that now powers our production systems. The Loyalty Trap I've had discussions on DevOps generally, and I often talk about the "tool trap", the mistaken belief that installing a tool is the same as a transformation. In the AI space, we are seeing a similar phenomenon: the "loyalty trap". We’ve spent the last two years tethering our workflows to specific models, assuming that the companies behind them would remain the stable, mission-driven entities they claimed to be. February 2026 shattered that illusion. From political mega-donations to the militarizat

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