TLDR AI · DEEP DIVES & ANALYSIS

INSIDE OUR EFFORT TO IMPROVE THE MINTLIFY ASSISTANT

mintlify.com3 min read

Summary from the TLDR AI newsletter

Mintlify's AI-powered assistant helps end users get answers from docs with clear citations and useful code examples. This article walks through how the team analyzed and improved the assistant after they decided that it wasn't performing the way they wanted. The team rebuilt its feedback pipeline, moved conversation data into ClickHouse, and categorized negative interactions at scale. Its analysis surfaced that search quality was the assistant's biggest weakness, while most other responses were strong.