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Logging Standards

Write log messages in plain language so users can immediately understand what happened.
Keep log volume intentional: log key workflow steps at info, add deeper diagnostics at debug, and record failures with error plus useful context.
Do not emit repetitive or duplicate log lines for the same event.
Keep logs visually consistent and easy to scan, including clean formatting for timestamps and message structure.