Where Are You on the AI Developer Journey?
Discover your stage in AI adoption through an interactive assessment based on research with 22 AI-powered developers
About This Assessment
This assessment is based on interviews conducted with 22 developers who heavily use AI tools in their workflow. The four stages represent a natural progression from skepticism to strategic AI partnership.
AI Skeptic
Dabbling with AI in small tasks and questions. Developers are primarily working with code completions and have low tolerance for iteration and errors.
AI Explorer
Using AI for debugging, boilerplate and snippets. With practice, they embrace iterative prompting and realize when to start over instead of pushing forward.
AI Collaborator
Actively co-creating with AI, using AI-enabled IDEs for multi-step tasks and adopting habits like prompting for a plan first and strategically switching between tools.
AI Strategist
Treating AI as a powerful partner for complex tasks, building elaborate multi-agent workflows with increasing autonomy and parallelism.