The story
Originally used in surfing to say there are good waves for surfing and one should get ready to ride them. This likely resulted in the later idiomatic use: to get ready for something.
Etymology from Wiktionary, CC BY-SA 4.0.
surf's up
Today it means: A phrase used in surfing when a nearby wave is passing. Full definition →