I have not heard that before. My somewhat litteral spectrum disorder brain implies the bridge is burnt before it is crossed.
Common ones I hear are "I'll cross that bridge when I come to it" - to delay an action or decision and "Don't burn (all) your bridges..." - leave a path open for a reversal.