Worked on the snowflakedb/gosnowflake repository to enhance observability for the Secure Storage Manager by refining the logging approach in Go. Addressed the issue of excessive log noise by downgrading the log level for unsupported operating systems in the credentials cache path from warning to debug, ensuring that logs highlight only actionable events. This adjustment, implemented through configuration management and logging best practices, supports faster triage of critical issues and aligns with the repository’s broader observability strategy. The work improved maintainability and reliability by allowing developers to focus on high-priority messages without distraction from benign, low-severity log entries.