DevZero provides an autonomous compute and inference optimization platform that eliminates the usual tradeoffs between performance, reliability, and cost. The platform profiles, schedules, and rightsizes Kubernetes workloads with zero restarts and picks the best node for every pod, bringing cloud bills back to reality. The result: resilient applications and AI workflows at costs that finally make sense.