David Hyde Pierce

Credit: Melanie Dunea

David Hyde Pierce knew it was a no-brainer when he agreed to take on his new role in HBO Max's Julia.

In this week's issue of PEOPLE, the Frasier alum, 63, opens up about the eight-episode limited series, based on the life of beloved chef Julia Child, and how he was instantly hooked after reading the script.