First $100 of compute is free! Adviser lets you run heavy workloads in the cloud with a single command. No devops, no setup, no Terraform. Just prepend "adviser run" to whatever you normally execute (Python, R, C++, binaries, whatever) and Adviser handles provisioning, environments, scaling, cost optimization, and cleanup. Built for researchers and engineers who want cloud power without the overhead.