Three Cursor Mindsets
Generator → Rubber Duck → Pair Programmer
Your relationship with AI coding assistants should evolve. Know when to let AI drive, when to use it as a mirror, and when to collaborate as equals.
The Evolution of AI Collaboration
"Most developers start by treating AI as a code generator. The best developers evolve to treat it as a collaborator with defined roles."
The mistake is using one mindset for everything. Generator mode creates code you don't understand. Rubber Duck mode is slow for boilerplate. The mastery is knowing which mode fits which situation.
The Three Modes
Generator Mode
""Build me a dashboard with charts and filters""
Best for: Scaffolding, experiments, and throwaway code
Rubber Duck Mode
""Explain why this approach might fail with high concurrency""
Best for: Decision validation, architecture review, learning
Pair Programmer Mode
""I'll handle the business logic, you implement the API layer following this interface...""
Best for: Production code, team projects, long-term systems
The Generator Trap
Pure Generator mode feels productive but creates technical debt at scale. You ship fast, then spend weeks debugging code you don't understand. The system becomes a "black box" you're afraid to touch.
The Real Skill
The skill isn't using AI—everyone can do that. The skill is knowing which mode to use when. That requires understanding your own knowledge gaps, the stakes of the decision, and when speed trumps understanding.