Testing and deployment automation

Testing is a crucial part of software development, and it’s especially important when working with AI models. Automated tests help ensure that your code behaves as expected and can catch issues early in the development process. Additionally, deploying your application should be automated to ensure consistency and reliability.

Testing strategy

We’ve mentioned testing already as a form of documentation. It’s also a vital part to ensure the code behaves as expected. Make sure that the tests you write are comprehensive and cover various scenarios. Some tests you might consider include the following:

• Unit tests: These are good for ensuring that individual components work as intended. In the context of MCP, consider breaking out parsing logic into separate modules to facilitate easier testing.
• Integration tests: These validate the interaction between different components and ensure that they work together as...