This episode marks the first appearance of a new two-legged walker vehicle, the AT-AC, marking the next evolution toward AT-ST.

"Plan 99" harkens back to the the heroic acts of a clone known as "99," seen in the Season 3 Star Wars: The Clone Wars episode "Clone Cadets."

The last time we saw the Bad Batch in-person with Cid was in the episode "Faster," from earlier this season.

Among the signs seen on Ord Mantell is an ad for "Buffo's Blurrg Burgers: The Best Blurrgers in Town!"

The Mount Tantiss facility on Wayland was also used for the closing scene of the Star Wars: The Bad Batch Season 1 finale.