Toward automated verification of unreviewed AI-generated code
a day ago
- #AI-generated code
- #software testing
- #automated verification
- Shift from reviewing to verifying AI-generated code for production use.
- Experiment with automated checks: property-based tests, mutation testing, no side effects, type-checking, and linting.
- Property-based testing ensures code meets requirements across a range of inputs.
- Mutation testing verifies test suite robustness by altering code and checking test failures.
- Treat AI-generated code like compiled code, prioritizing correctness over readability.
- Current setup overhead is high but lays groundwork for future improvements.
- Example implementation available in the 'fizzbuzz-without-human-review' repo.