The post details the development of an innovative running application, "runs-ai-analyzer," designed to function as an injury-aware coach. It leverages a sophisticated tech stack, including PostgreSQL’s PGVector for semantic caching, to analyze running data while considering individual physical limits. Ultimately, the system aims to optimize training while preventing injuries.