CI/CD
Why Enterprise Backend Teams Must Establish Driver Compatibility Validation Gates in Their AI-Augmented CI/CD Pipelines Before Windows 11 24H2 Rollouts Silently Break On-Premise Inference Node Dependencies Across Multi-Tenant GPU Clusters in Q3 2026
There is a category of production outage that does not announce itself with a loud crash or a bright red alert. It creeps in quietly, masked by a routine OS update, and only reveals itself hours or days later when inference latency spikes, model serving containers begin returning unexpected errors,
