Building LLM Apps in Production - Challenges and Best Practices

Building LLM Apps in Production - Challenges and Best Practices

Dive into a 58-minute video featuring Hamel Husain, a consultant in the LLM space, as he discusses his work and common challenges faced by ML startups. Explore Hamel's journey, insights on consulting in the LLM industry, and key issues companies encounter, including data analysis and trace collection. Learn about the importance of unit testing, strategies for identifying interesting companies, and common pitfalls to avoid. Gain valuable knowledge on consulting compensation and practical advice for building LLM applications in production environments.