How Do Enterprise QA Platforms Handle Self-Healing Tests When APIs Change Frequently

A practical look at the strategies, tools, and trade-offs behind resilient API test automation and why test data management is just as important as the healing logic itself. Every QA engineer knows the feeling: you left a perfectly green test suite on Friday. You come back to a wall of red. A develo