Show HN: H5i-Python: Python SDK for Programmable Multi-Agent Orchestration (github.com)

A new Python SDK called h5i-python has been introduced, designed for orchestrating multi-agent coding workflows, which include AI models like Claude Code and Codex. Unlike basic multi-agent setups that merely run agents in parallel, this SDK allows developers to establish a structured workflow that clarifies responsibilities for implementation, review, revision, testing, and selection of code changes. The h5i orchestra engine supports sandboxed environments for each agent, ensuring their work is isolated and easily auditable through Git-backed artifacts. This development is significant for the AI/ML community as it addresses the complexities of collaborative coding among AI agents, enabling them to enhance, review, and validate each other's outputs systematically. By allowing multiple agents to work on the same task independently, the orchestration framework enhances collaboration while reducing the risk of overwriting and promotes effective quality control. The SDK is easily installable and integrates seamlessly into normal Python programming, allowing users to create diverse coding scenarios, from independent reviews to iterative designs, making it a valuable tool for advancing collaborative AI development.