AI-assisted development

A quality manager with no programming background built a constitutional governance runtime for autonomous AI systems, called CORE, using only questions and AI assistance. The system enforces a strict …

A developer argues that 'vibe coding' autonomy levels (L0-L5) are incomplete without a second axis: operator discipline, which measures how much work survives session boundaries as inspectable state. …