In the initial phase of prompt engineering, prompts are created and tested in the code base with limited feedback mechanism. This approach suffices when products are at a nascent stage. However, as products evolve or involve non-technical stakeholders in prompt creation, traditional software strategies like A/B testing and different staging environments become crucial. Additionally, the adoption of regression tests and back testing aids in ensuring prompt functionality and stability across different scenarios and historical data.
Daniel & Chris explore the state of the art in prompt engineering with Jared Zoneraich, the founder of PromptLayer. PromptLayer is the first platform built specifically for prompt engineering. It can visually manage prompts, evaluate models, log LLM requests, search usage history, and help your organization collaborate as a team. Jared provides expert guidance in how to be implement prompt engineering, but also illustrates how we got here, and where we’re likely to go next.
Leave us a comment
Changelog++ members save 4 minutes on this episode because they made the ads disappear. Join today!
Sponsors:
Featuring:
Show Notes:
Something missing or broken? PRs welcome!