Production case study of jak.ma - verifier-gated retrieval in a Moroccan service marketplace. Hero metrics, 5 decisions with tradeoffs, 5 things that broke, roadmap. The narrative companion to jak-ma-eval-suite.

Evaluation methodology and 5-dim rubric for jak.ma's two-pass grounded retrieval system. Live at jak.ma.