A blue chip company will usually issue bonds because investors perceive them as low default risk and will buy debt at attractive rates. A company like Tesla would be seen as higher risk and would face higher rates on debt. A convertible note offers a potential equity element that can cause investors to accept less interest in return for potentially sharing upside though equity. The benefit to Tesla is that it won't necessarily dilute existing shareholders unless the conversion is exercised.