Stage 2: AI Explorer

You've moved past the novelty phase. You're using AI tools daily, but your results are inconsistent. Sometimes the output is brilliant. Sometimes it's confidently wrong. You're ready to understand why — and learn the techniques that make the difference.

The explorer stage is where most developers get stuck. They know AI can help, but they haven't developed the mental models to use it reliably. The gap isn't about which tool you use — it's about how you use it.

This is where you learn context management: how to give AI the right information about your codebase, not just the current file. You discover that AI code review isn't about replacing humans but augmenting them. You realize that testing matters more with AI-generated code, not less.

Your goals at this stage: master multi-file context, develop a verification habit, and start using AI for code review and refactoring — not just writing new code.