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But for Engineer A’s work, there’s almost nothing to say. “Implemented feature X.” Three words. Her work was better. But it’s invisible because of how simple she made it look. You can’t write a compelling narrative about the thing you didn’t build. Nobody gets promoted for the complexity they avoided.
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Testing and proof are complementary. Testing, including property-based testing and fuzzing, is powerful: it catches bugs quickly, cheaply, and often in surprising ways. But testing provides confidence. Proof provides a guarantee. The difference matters, and it is hard to quantify how high the confidence from testing actually is. Software can be accompanied by proofs of its correctness, proofs that a machine checks mechanically, with no room for error. When AI makes proof cheap, it becomes the stronger path: one proof covers every possible input, every edge case, every interleaving. A verified cryptographic library is not better engineering. It is a mathematical guarantee.
Summarizing the Ginger VS Grammarly: My RecommendationAs both writing assistants are great in their own way, you need to choose the one that suits you best.