Adviser: Run Cloud Jobs with One Command – Simplify cloud workload execution without devops

Summary: Adviser enables running heavy cloud workloads using a single command by automating provisioning, environment setup, scaling, cost optimization, and cleanup. It eliminates the need for devops tools like Terraform or Kubernetes, streamlining cloud execution for researchers and engineers.

What it does

Adviser runs any command by prepending "adviser run" and automatically manages compute, storage, networking, environment configuration, scaling, and resource teardown. It supports Python, R, C++, binaries, and other workloads without requiring cloud infrastructure knowledge.

Who it's for

It targets ML engineers, data scientists, quantitative researchers, bio/chem researchers, and anyone running heavy or pipeline-heavy jobs who want to avoid managing cloud infrastructure.

Why it matters

Adviser removes the complexity and overhead of configuring cloud resources and environments, enabling users to focus on their workloads instead of devops tasks.