Worked on the NousResearch/hermes-agent repository, focusing on improving the reliability of health checks for MiniMax providers. Addressed a persistent issue where the Hermes Doctor command incorrectly reported 404 errors by refining the health check logic to skip the /models endpoint for these providers, ensuring accurate API key configuration reporting. Utilized Python to implement robust error handling and enhance CLI development, resulting in more stable and actionable health reporting. Maintained clear commit documentation and changelog updates to support traceability and alignment with release notes. This targeted bug fix reduced monitoring noise and improved operator confidence in the system’s observability features.