Unlock insights into developer workflows, tools, productivity, code quality, and learning. Survey template launches fast, 6–8 min long for engineering teams.
What's Included
AI-Powered Questions
Intelligent follow-up questions based on responses
Automated Analysis
Real-time sentiment and insight detection
Smart Distribution
Target the right audience automatically
Detailed Reports
Comprehensive insights and recommendations
Sample Survey Items
Q1
Dropdown
Which best describes your primary development role?
Backend engineer
Frontend engineer
Full‑stack engineer
Mobile developer
Data/ML engineer
DevOps/SRE
QA/Test engineer
Student or hobbyist
Other
Q2
Multiple Choice
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
Q3
Multiple Choice
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
Q4
Multiple Choice
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
Q5
Rating
How likely are you to try or re‑adopt AI coding tools in the next 3 months?
Scale: 10 (star)
Min: Very unlikelyMax: Very likely
Q6
Dropdown
When you use AI coding tools, how frequently do you use them?
Daily
Several times a week
About weekly
Less than weekly
Q7
Opinion Scale
In the last 4 weeks, how have AI coding tools affected your productivity?
Range: 1 – 10
Min: Much worseMid: No changeMax: Much better
Q8
Constant Sum
Allocate 100 points across these activities to reflect your typical time last week.
Total must equal 100
Min per option: 0Whole numbers only
Q9
Opinion Scale
Compared to your usual baseline, how was your productivity in the last 2 weeks?
Range: 1 – 10
Min: Much worseMid: About the sameMax: Much better