• ⚠️ Without Ray: Open GitHub issues indicate ongoing stability challenges including core worker shutdowns.
• ⚠️ Without Ray: Requires cluster management for production-scale deployments even when using the managed platform.
• ⚠️ Without Ray: Recent issues highlight the need for triage on features such as tool calling in Ray Data.