QA engineering faces significant automation as AI generates tests and identifies bugs. However, test strategy, edge case discovery, and user experience validation require human judgment.
AI tools are automating test generation, maintenance, and execution at unprecedented rates. However, defining test strategy, discovering edge cases through exploratory testing, and validating user experience require human creativity and judgment. QA engineers who evolve toward quality engineering and test architecture will remain valuable.
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Routine testing is being automated, but test strategy, exploratory testing, and quality engineering remain human. Evolve toward higher-level responsibilities.
Yes, SDET skills are increasingly valuable. Automation scripting and CI/CD integration are important.
Performance testing, security testing, and test architecture are more resilient to automation.
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