Show HN: Glass box governance for multi-agent AI coding workflows (github.com)

Vincent van Deth has introduced a portable orchestration toolkit designed for managing multi-agent AI coding workflows, termed "Glass Box Governance." This framework coordinates various AI coding agents—including Claude Code, Codex, and Gemini CLI—across multiple terminal screens using tmux, creating an interactive and efficient coding environment. The prototype includes features like an append-only receipt ledger, a dispatch queue for managing tasks, and integrated quality gates for oversight, which ensures that all actions are tracked and verifiable. This toolkit is significant for the AI/ML community as it addresses the complexities inherent in managing multiple AI coding agents simultaneously. Its architecture eliminates the need for cloud dependencies or databases, favoring a filesystem-based state management approach that preserves provenance through git integration. The system’s intelligent handling of context management—where it automatically rotates contexts to prevent agent overload—demonstrates a novel governance model that enhances productivity and reduces errors without requiring human intervention. Overall, the VNX toolkit represents a step forward in facilitating robust, scalable, and transparent AI coding workflows.