Embodiments of the present invention provide methods, computer program products, and systems to increase code coverage. Embodiments of the present invention can receive a copy of source code and data associated with a sample execution of a set of instructions specified by the copy of the source code. Embodiments of the present invention can insert, into the set of instructions specified by the copy of the source code, an instruction that corresponds to a code statement that precedes an untraversed code path within the received copy of the source code. Embodiments of the present invention can execute the set of instructions that include the inserted instruction and provide an option to redirect execution of the set of instructions at the inserted instruction. Embodiments of the present invention can generate a test case that increases code coverage based on the redirected execution of the set of instructions.