Amap Tech

Jun 24, 2026 · R&D Management

Boosting Cross-Stack Development with Harness-Loop: AI-Powered Full-Stack Delivery

The article introduces the harness-loop engineering framework, which equips AI with a structured workspace and iterative loop to identify impact scope, orchestrate cross-repository tasks, perform differentiated verification, and capture experience, thereby streamlining the full-stack development of Gaode’s Street-Ranking feature across backend, middleware, and client layers.