The approach to test via comparison of multiple API responses between production and test code versions is very effective and produces the required results, release over release. Improvements and changes, however, are needed to address changing needs. This is true for most if not all tech solutions; the economics principle ‘Law of Diminishing Marginal Utility’ also applies to software. A tech solution that excited stakeholders when first introduced could become stale very soon. A revamp or a new solution is needed to match evolving expectations.