Architecture and Operations of a Multi-Agent System on a Shared OpenClaw Gateway

Abstract This paper documents the architecture, failure modes, and iterative repair of a seven-agent operation running on a shared OpenClaw gateway, observed over eight days of primary production use (February 14–22, 2026) with supplementary verification and testing through February 27. The agents — each with a dedicated Discord account, assigned model, and defined role — experienced repeated…