The blog post discusses the author's solution for determining if a string is a valid Common Lisp program without executing it. The approach involves creating a state machine that tokenizes the string while avoiding symbol internment, thus minimizing the risk of errors or unwanted side effects. The function checks if the string can be processed without immediate errors from the Lisp reader.