NextJS

Martin Fowler proposes multi-stage sensors (coding, integration, continuous monitoring) to enhance AI-generated code maintainability, covering type checking, dependency analysis, security scanning, and more.

Martin Fowler discusses using various sensors to monitor and improve the maintainability of a codebase, focusing on functional correctness, architectural fitness, and internal quality.