Show HN: KafClaw – OpenClaw agents on Kafka. Pi-ready, Go, observable groups (github.com)

KafClaw, developed by Scalytics, is a novel agent coordination framework that leverages Apache Kafka to enable multi-agent collaboration. This framework allows autonomous AI agents to communicate through a structured messaging system, facilitating task delegation, shared memory, and dynamic skill routing without reliance on a specific language model or deployment strategy. The system distinguishes itself by utilizing a hierarchical topic structure for efficient messaging, encompassing various functions like task requests, agent onboarding, and distributed trace management, all while maintaining comprehensive observability. The significance of KafClaw lies in its capacity to foster interoperability among agents built with diverse technologies, enhancing collaborative workflows across domains such as code review and customer support. By decoupling agents from specific implementation details, KafClaw promotes a rich environment where knowledge can flow freely, with agents capable of indexing shared insights for future use. With features like automatic heartbeat detection for agent liveness, skill registration for dynamic task routing, and a user-friendly JSON wire format, KafClaw aims to streamline the development and deployment of sophisticated AI systems, making it a valuable asset for the AI/ML community looking to scale collaborative capabilities efficiently.