Running Spot GPU Workloads on EKS the Right Way
GPU workloads are where AWS bills go to get absolutely unhinged. The moment you introduce training jobs, batch inference, or anything remotely
AI Cost Optimization Starts With Reducing Reprocessing
Most teams think AI cost optimization starts with model choice. In reality, it often starts much earlier, with how often the same
The Hidden Cost of “One Model for Everything”
Most teams don’t overspend on AI because they’re careless. They overspend because they do the obvious thing: choose one powerful model, route