How to prevent buck regulator chip from blowing up when using near maximum input voltage?
Add huge capacitors to the input side seems to solve the problem. I tried a single 35V 470uF electrolytic capacitor and it seems to solve my problem immidiately. I am looking into step up to 1000uF in my final design if applicable.