The key to successful LLM applications lies in the uniqueness of your data sets, which must be compiled from real user interactions. Continuous evaluation using programmatic tests, human feedback, and LLM assessments is essential for refining prompts and integrating new models. By maintaining a robust feedback loop, you can confidently iterate on your application and adapt to new features as they emerge.
