Building ZORGAX: From a Local AI Model to a Server Operations Agent for MyZubster
Building ZORGAX: From a Local AI Model to a Server Operations Agent for MyZubster Connecting Ollama, Docker, Open WebUI and a custom AI assistant — and learning why reliable tool calling matters. We're working on a new capability inside the MyZubster ecosystem : ZORGAX, an AI assistant intended to help observe, diagnose and eventually manage technical infrastructure. Our goal isn't simply to…
MyZubster has developed ZORGAX, an AI assistant designed to observe, diagnose, and eventually manage technical infrastructure. The project involves connecting various tools such as Ollama, Docker, Open WebUI, and a custom AI model called ZORGAX. To address the challenge of networking, the team corrected the connection between Open WebUI and Ollama, allowing them to test model inference successfully.
However, they encountered an issue with tool calling behavior, where ZORGAX would repeatedly call the same function, even when no active automations were found. This highlighted the need for better control and reliability in AI agents. The next steps involve introducing a read-only tool for collecting infrastructure health information, with future phases focusing on diagnosis, project intelligence, and authorized operations under strict permissions and audit logging.
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