All the Hard Stuff Nobody Talks About When Building Products With LLMs

HoneyHive is a collaboration platform to test and evaluate, monitor and debug your LLM apps, from prototype to production. It enables you to continuously improve LLM apps in production with human feedback, quantitative rigour and safety best-practices.

They look like software, but they act like people. And just like people, you can’t just hire someone and pop them on a seat, you have to train them. And create systems around them to make the outputs verifiable.

Which means there’s a pareto frontier of the number of LLM calls you’ll need ot make for verification and the error-rate each LLM introduce... See more