Beyond Best Practices: Why Testing Strategy Must Follow Context

As AI tools generate massive volumes of test cases, organizations increasingly confuse quantity with actual risk coverage, creating a false sense of security. Context-driven testing challenges the notion that universal QA practices exist—what protects a heavily regulated enterprise actively harms a startup with minimal QA resources. Understanding your specific business risks and customer impact proves far more valuable than templated processes or AI-generated test volume.