dreamyang-liu

Use Ash sandboxed environments to run code, execute commands, and manage files locally or in isolated Docker/K8s containers. All tool execution routes through ash-mcp via a Gateway for unified behavior. Invoke when the user wants to run untrusted code, test in clean environments, work with SWE-bench tasks, or needs isolated sandboxes.