Green’s Dictionary of Slang

steady Eddie! excl.

(US) phr. used to calm a situation.

[US]F. Bill Back to the Dirt 169: Reaching behind his back, pulling his .45, he said, ‘“Steady Eddie, boys. We’ll be on our way soon’.