Step 5: Testing and Evaluation

Substeps

1. Generalizing the inputs to your application to see if the app holds up.
2. Internal unit testing to make sure edge cases are handled properly.

General Tips

• Test individual modules one at a time, ideally incrementally so you can identify point of failure.
• Do basic sanity checks to make sure different inputs are being handled as expected.
• Generalization is really difficult, especially for AI to do the right thing for all types of inputs. Make sure to test as diverse sample as possible.
• Write test classes and unit tests to make sure things are working as expected.