Developer Insights

AI-Assisted Development Survey

This survey takes about 3 minutes.

Step 1 of 4

Section 1: Responder

Use a standard work email format (for example, name@clariumhealth.com).

2. Primary role *
3. Years of professional software development experience *
4. Primary development areas (Optional)

Section 2: AI Usage

5. Do you currently use AI tools for software development work? *
6. Which AI coding tools/agents do you use at least monthly? *
7. How often do you use AI assistance for coding tasks? *
8. Approximately what percentage of your coding tasks involve AI assistance? *
9. In a typical week, how many lines of code do you estimate are AI-generated or AI-transformed in your work? *
10. Of code you personally merge, what share is substantially drafted by AI before your edits? *
11. Which tasks do you use AI for most? *

Section 3: Review & Quality Controls

12. How is AI-generated code reviewed in your workflow? *
13. How often do AI-generated suggestions require significant correction before merge? *

Section 4: Familiarity, Comfort, and Barriers

14. How familiar are you with capabilities and limitations of AI coding tools? *
15. How comfortable are you using AI-generated code in production systems? *
16. Does your team/org have clear guidance for AI-assisted development? *