8 Testing, and debugging techniques for AI applications
This chapter covers
- Effective debugging methods for identifying issues in Next.js applications.
- Troubleshooting Vercel AI SDK
- Debugging techniques in Langchain.js
- Mocking frameworks that allow for controlled testing environments.
- Best practices for integrating testing and testing strategies for AI web applications.
Writing reliable software is a tricky business. There are a lot of factors and intricacies to consider, and it is especially easy to make mistakes if you are not familiar with the technologies you are using.
Take for example each one of the technologies we mentioned so far in this book, and you will see that each one of them is a potential candidate for errors: