El Dorado began as a ritual on a highland lake, not a golden city, and the goldsmiths behind the legend were among the finest in the Americas. Colombian and Panamanian peoples mastered the tumbaga alloy and lost-wax casting, and their techniques spread north toward a Mesoamerica that adopted metal late.
Scholars accept that West Mexican metallurgy was introduced from the south, but how many times metalworking was independently invented in the Americas remains open. Neither one-source diffusion nor invention everywhere is thought to fit.