Enterprise AI deployments are accelerating, but the velocity of change in models, tools and platforms is quietly creating a new and costly trap: costly failure to build for AI architectural replaceability. As Google Cloud Next 2026 confirms that agentic AI has become the organizing logic for the ent
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