Specification-driven QA
Take a fictional feature specification and use an LLM to draft tests without looking at implementation code. Check the tests against the requirements and identify release decisions that need human approval.
The AI Application Developer role derives tests from requirements and preserves human oversight for high-impact decisions.
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