To handle a "length 0" error in an R Shiny application, check if the object or data you're working with is empty before processing it. Use conditional statements like if (length(object) > 0) to ensure the object has data. Alternatively, the req() function in Shiny can help by pausing reactive expressions until certain conditions (like non-zero length) are met, preventing errors from empty data.