Which best describes your primary development role?
Which programming languages do you use most frequently? (Select up to 3)
- JavaScript/TypeScript
- Python
- Java
- C
- C/C++
- Go
- Ruby
- PHP
- Swift
- Kotlin
- Rust
- SQL
- Other
Do you use AI coding assistants or code‑generation tools in your development work?
- Yes, currently use
- Tried in the past, not using now
- No, but I plan to try
- No, and no plans
If you’re not currently using AI coding tools, what are the main reasons? (Select up to 3)
- Concerns about code quality or correctness
- Privacy/security or compliance concerns
- Not needed for my work
- Too costly or licensing issues
- Tried but results were not useful
- Setup/integration effort is too high
- Team policy restricts use
How likely are you to try or re‑adopt AI coding tools in the next 3 months?
When you use AI coding tools, how frequently do you use them?
In the last 4 weeks, how have AI coding tools affected your productivity?
Allocate 100 points across these activities to reflect your typical time last week.
Compared to your usual baseline, how was your productivity in the last 2 weeks?
Attention check: To confirm you’re paying attention, please select “Agree” below.
- Strongly disagree
- Disagree
- Neutral
- Agree
- Strongly agree
How confident are you that code shipped in the last 4 weeks is maintainable and meets your standards?
How often did you use these practices in the last 4 weeks?
About how many hours did you spend learning or upskilling in the last 2 weeks?
In the last month, how much do you feel your technical skills have grown?
How many years have you worked as a developer (professional or equivalent)?
What is your primary work arrangement?
About how many people are in your organization?
About how many developers are on your immediate team?
Where do you primarily work?
Welcome! This short survey asks about your development work, tools, and learning. Thanks for participating.
Finally, please share one example from the last month where a tool or practice changed how you worked.
Max 600 chars
AI Interview: 2 Follow-up Questions on your key responses
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