GPU demand for AI has shot up 600% since 2020. It’s outpaced the cloud abstractions devs rely on - highlighting a growing gap between slick DevOps dashboards and the gritty realities of heat, cost, and silicon.
Enter GPUOps. It's not just a trend - it’s a new layer in the stack. Think observability with heat maps. Scheduling that knows when to cool it (literally). Uptime that factors in GPU burn, not just server load.
