This article is the third in a series about the GenAI-based development platform (aka. harness) that I’ve been developing to make GenAI-based coding agents like Claude Code more productive and less frustrating. The platform is a set of tools, constraints and feedback loops that guide their behavior, catch mistakes and prevent them from generating large amounts of poor-quality code that