15:00
2026-08-11
dev.to
developer-tools
Why Route Ranking Needs Deterministic Scoring, Not a Language Model
A developer building a route comparison tool found that using a language model to rank travel options is unreliable and costly at scale, and instead implemented a deterministic scoring algorithm. The …