Comment by vydra

We implemented something similar for our Java backend project based on my rant here: https://testdriven.com/testdriven-2-0-8354e8ad73d7 Works great! I only look at generated code if it passes the tests. Now, can we use LLMs to generate tests from requirements? Maybe, but tests are mostly declarative and are easier to write than production code most of the time. This approach also allows us to use cheaper models, because the tool will automatically tell the model about compile error and failed tests. Usually, we give it up to five attempts to fix the code.