Devin use cases: 2 real examples
Cognition's autonomous software engineer. Here is what people have got it to do.
2 use cases · Most often: software · Updated Oct 16, 2026
All 2 Devin use cases
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Hand Devin a month of real coding and research work
The Answer.AI team gave Devin 20 real tasks over a month; they report 14 failures, 3 successes and 3 unclear results, with no way to predict which would work.
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Turn real-world failures into automatic tests
Rox's team had Devin turn records of their AI product's real failures into automatic tests; they report test coverage rising from 43% to 72%.
