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The 2026 Inference Tax: Why Your DevOps Strategy Must Pivot to GPU Serverless and FP8 Quantization

As AI inference costs overtake training budgets in April 2026, DevOps teams must master GPU-enabled serverless containers, FP8 quantization, and scale-to-zero architectures to remain competitive.