Ralph Orchestrator is an agent orchestration framework written in Rust that keeps AI agents running in a loop until tasks complete. It provides a CLI interface (ralph-cli) with presets for various backends including Claude Code, Gemini CLI, Codex CLI, and similar tools. The framework implements a hat-based scheduling system for managing agent iterations and integrates with popular AI developer tools.