Show HN: Ralph Workflow - Simple Agent-Agnostic AI Orchestrator based on Ralph. (codeberg.org)

Ralph Workflow, a new orchestration tool, allows developers to run unattended AI coding tasks by streamlining the management of various AI agents through a command-line interface (CLI). By enabling developers to specify their coding tasks—such as refactoring or documentation sweeps—Ralph Workflow automatically handles planning, executing, and reviewing the coding process. This tool is significant for the AI/ML community as it enhances productivity by enabling long-running tasks without constant supervision, ultimately integrating AI-generated outputs directly into the developers' existing workflows. The project is agent-agnostic, meaning it can leverage existing AI tools like Claude Code and Codex without needing to re-enter credentials. This flexibility allows teams to efficiently manage coding operations while maintaining control within their repository, as prompts and configurations reside with the codebase. Ralph Workflow is designed for multi-step tasks and offers different operational modes for varying levels of complexity in AI-driven projects. With its focus on repeatable execution and reviewable outcomes, this tool addresses challenges in collaborative software development and positions itself as a valuable asset for teams looking to integrate AI in a structured, manageable way.