Develop an automated solution for developing, enhancing, expanding, and augmenting software tests to more safely broaden the employment of proactive cyber techniques such as debloating and post-construction software refactoring. Technology is needed to refine a suite of tests to a level such that it may serve as a practical expression of a software transformation objective to drive other tools as well as validate their output. Technology should leverage multi-modal methods such as ingesting code and documentation as well as be compatible with DevOps processes.