Codeium

codeium.com

Codeium provides an AI-powered coding platform to maximize developer productivity. Codeium optimizes deep learning inference workload, improving resource utilization and cost. It connects customers to the company’s managed service or deploys Exafunction’s software in a Kubernetes cluster. The company's technology dynamically allocates resources, moving computation onto “cost-effective hardware” such as spot instances when available. Exafunction uses virtualization to run AI workloads even when the hardware is scarce, ostensibly to achieve higher utilization rates while lowering costs.