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33,700
33,701
I am a developer by profession
55-64 years old
Bachelor’s degree (B.A., B.S., B.Eng., etc.)
Employed
Caring for dependents (children, elderly, etc.)
37
Yes, I am not new to coding but am learning new coding techniques or programming language
Online Courses or Certification (includes all media types);Other online resources (e.g. standard search, forum, online community);Stack Overflow or Stack Exchange;Technical documentation (is generated for/by the tool or system);AI CodeGen tools or AI-enabled apps;Blogs or podcasts
Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies
Videos (not associated with specific online course or certification);Colleague or on-the-job training;Blogs or podcasts
43
Developer, full-stack
10,000 or more employees
Individual contributor
Remote
Yes, I endorsed a tool that was ultimately not purchased or used at my organization
Work
Reputation for quality NA
Poor usability NA
Software Development
null
null
null
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
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null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
33,701
33,702
I am a developer by profession
35-44 years old
Professional degree (JD, MD, Ph.D, Ed.D, etc.)
Employed
None of the above
10
Yes, I am not new to coding but am learning new coding techniques or programming language
Other online resources (e.g. standard search, forum, online community);Videos (not associated with specific online course or certification);Stack Overflow or Stack Exchange;Technical documentation (is generated for/by the tool or system);AI CodeGen tools or AI-enabled apps;Colleague or on-the-job training
Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies
AI CodeGen tools or AI-enabled apps;Technical documentation (is generated for/by the tool or system);Videos (not associated with specific online course or certification)
25
Developer, desktop or enterprise applications
Less than 20 employees
Individual contributor
Your choice (very flexible, you can come in when you want or just as needed)
Yes, I influenced the purchase of a substantial addition to the tech stack
Work
Reputation for quality NA
Prohibitive pricing NA
Software Development
Solving real-world problems NA
Yes
I have strongly considered changing my career and/or the industry I work in
15
10
Switzerland
CHF Swiss franc
110,000
Yes
Bash/Shell (all shells);C#;C++;HTML/CSS;JavaScript;PowerShell;Python;TypeScript
Swift
null
NA NA
Yes
PostgreSQL;SQLite
null
null
NA NA
Yes
Amazon Web Services (AWS);Chocolatey;Docker;Homebrew;MSBuild;npm;NuGet;Pip
null
null
NA NA
Yes
ASP.NET Core;React
WordPress
null
NA NA
Yes
Cursor;IntelliJ IDEA;PyCharm;Rider;Sublime Text;Visual Studio Code
Claude Code
null
NA NA
Ollama;visionOS
RAG
null
null
null
Windows;MacOS;iOS;iPadOS
Debian
Confluence;GitHub;Jira;Lucid (includes Lucidchart);Markdown File;Miro;Obsidian
null
null
NA NA
Discord;Reddit;Hacker News;YouTube
null
null
NA NA
Yes
Anthropic: Claude Sonnet;openAI GPT (chatbot models);openAI Reasoning models
null
null
NA NA
Yes
A few times per week
More than 15 years, or since Stack Overflow started in 2008
Less than once per month or monthly
Chat (bot/AI)
Directly open a Q&A post via search, documentation or a peer NA
Neutral
Rarely, almost never
Yes, I use AI tools daily
Very favorable
Somewhat distrust
Bad at handling complex tasks
Learning about a codebase;Writing code;Documenting code;Debugging or fixing code;Search for answers;Generating content or synthetic data;Creating or maintaining documentation;Learning new concepts or technologies
Deployment and monitoring;Predictive analytics
Project planning;Testing code;Committing and reviewing code
null
null
AI solutions that are almost right, but not quite;Debugging AI-generated code is more time-consuming
Vibe coding can be useful for one-off script and low-stakes work. I would not trust unreviewed code to be checked in to any critical project.
Yes, I use AI agents at work weekly
Yes, to a great extent
Software engineering;Marketing
Multi-platform search enablement
AI agents have increased my productivity.;AI agents have accelerated my learning about new technologies or codebases.
AI agents have helped me automate repetitive tasks.;AI agents have improved the quality of my code.;AI agents have reduced the time spent on specific development tasks.;AI agents have improved collaboration within my team.
AI agents have helped me solve complex problems more effectively.
null
null
Integrating AI agents with my existing tools and workflows can be difficult.
It takes significant time and effort to learn how to use AI agents effectively.;The cost of using certain AI agent platforms is a barrier.
I am concerned about the accuracy of the information provided by AI agents.;I have concerns about the security and privacy of data when using AI agents.
null
My company's IT and/or InfoSec teams have strict rules that do not allow me to use AI agent tools or platforms
null
null
Ollama;Semantic Kernel;Zapier
null
null
null
ChatGPT;GitHub Copilot;Microsoft Copilot
null
I don’t think I’ll need help from people anymore
General problem decomposition and solving skills.
136,392
3
33,702
33,703
I am a developer by profession
18-24 years old
Bachelor’s degree (B.A., B.S., B.Eng., etc.)
Employed
null
6
Yes, I am not new to coding but am learning new coding techniques or programming language
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
33,703
33,704
I am a developer by profession
25-34 years old
Master’s degree (M.A., M.S., M.Eng., MBA, etc.)
Employed
None of the above
10
Yes, I am not new to coding but am learning new coding techniques or programming language
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
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null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
33,704
33,705
I am a developer by profession
35-44 years old
Bachelor’s degree (B.A., B.S., B.Eng., etc.)
Employed
Volunteering (regularly)
12
No, I am not new to coding and did not learn new coding techniques or programming languages
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
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null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
33,705
33,706
I am a developer by profession
25-34 years old
Master’s degree (M.A., M.S., M.Eng., MBA, etc.)
Employed
None of the above
7
Yes, I am not new to coding but am learning new coding techniques or programming language
Online Courses or Certification (includes all media types);Other online resources (e.g. standard search, forum, online community);Books / Physical media;Videos (not associated with specific online course or certification);Stack Overflow or Stack Exchange;School (i.e., University, College, etc)
Yes, I learned how to use AI-enabled tools required for my job or to benefit my career
Videos (not associated with specific online course or certification);Other online resources (e.g. standard search, forum, online community);Colleague or on-the-job training
6
Developer, back-end
1,000 to 4,999 employees
Individual contributor
In-person
Yes, I influenced the purchase of a substantial addition to the tech stack
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
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null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
33,706
33,707
I am a developer by profession
35-44 years old
Bachelor’s degree (B.A., B.S., B.Eng., etc.)
Employed
Caring for dependents (children, elderly, etc.);None of the above
8
No, I am not new to coding and did not learn new coding techniques or programming languages
null
Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies
null
10
Developer, back-end
100 to 499 employees
Individual contributor
Hybrid (some remote, leans heavy to in-person)
Yes, I influenced the purchase of a substantial addition to the tech stack
Work
null
null
Software Development
null
No
I have neither consider or transitioned into a new career or industry
null
null
Israel
ILS Israeli new shekel
null
Yes
Bash/Shell (all shells);C++;Groovy;HTML/CSS;JavaScript;Python;SQL
null
null
NA NA
Yes
MySQL
null
null
NA NA
No
null
null
null
NA NA
No
null
null
null
NA NA
Yes
PyCharm
null
null
NA NA
Large Language Model
null
null
null
null
Windows;Ubuntu
Windows;Ubuntu
GitHub;GitLab;Jira
null
null
NA NA
Stack Overflow;GitHub (public projects, not private repos);LinkedIn;Company-sponsored forums
null
null
NA NA
No
null
null
null
NA NA
null
null
null
null
null
null
null
null
Yes, I use AI tools daily
Indifferent
Neither trust nor distrust
Bad at handling complex tasks
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
8
33,707
33,708
I am a developer by profession
35-44 years old
Master’s degree (M.A., M.S., M.Eng., MBA, etc.)
Employed
None of the above
15
No, I am not new to coding and did not learn new coding techniques or programming languages
null
Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies
AI CodeGen tools or AI-enabled apps;Videos (not associated with specific online course or certification)
20
Developer, full-stack
Less than 20 employees
People manager
In-person
Yes, I influenced the purchase of a substantial addition to the tech stack
Work
Robust and complete API NA
Security or privacy concerns NA
Software Development
Job stability and career growth with a single employer NA
No
I have neither consider or transitioned into a new career or industry
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
8
33,708
33,709
I am a developer by profession
25-34 years old
Bachelor’s degree (B.A., B.S., B.Eng., etc.)
Employed
Engaged in paid work (20-29 hours per week)
7
No, I am not new to coding and did not learn new coding techniques or programming languages
null
No, I learned something that was not related to AI or AI enablement as required for my job or to benefit my career
null
6
Developer, back-end
10,000 or more employees
Individual contributor
In-person
No
Work
Easy-to-use API NA
null
Software Development
null
I'm not sure
I have strongly considered changing my career and/or the industry I work in
3
3
India
INR Indian rupee
1,100,000
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
Yes, I use AI tools monthly or infrequently
Favorable
Neither trust nor distrust
Good, but not great at handling complex tasks
Generating content or synthetic data
null
Writing code;Deployment and monitoring;Search for answers
Learning about a codebase;Project planning;Debugging or fixing code;Predictive analytics;Creating or maintaining documentation
Documenting code;Testing code;Committing and reviewing code
Debugging AI-generated code is more time-consuming
null
No, I use AI exclusively in copilot/autocomplete mode
Not at all or minimally
Software engineering;IT operations
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
12,786
5
33,709
33,710
I used to be a developer by profession, but no longer am
65 years or older
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
33,710
33,711
I am not primarily a developer, but I write code sometimes as part of my work/studies
25-34 years old
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
33,711
33,712
I am a developer by profession
25-34 years old
Associate degree (A.A., A.S., etc.)
Employed
None of the above
4
Yes, I am not new to coding but am learning new coding techniques or programming language
Online Courses or Certification (includes all media types);Books / Physical media;Videos (not associated with specific online course or certification);Technical documentation (is generated for/by the tool or system);School (i.e., University, College, etc);Other (please specify):
Yes, I learned how to use AI-enabled tools required for my job or to benefit my career
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
33,712
33,713
I am a developer by profession
35-44 years old
Bachelor’s degree (B.A., B.S., B.Eng., etc.)
Employed
None of the above
13
No, I am not new to coding and did not learn new coding techniques or programming languages
null
No, I didn't spend time learning in the past year
null
7
Developer, embedded applications or devices
20 to 99 employees
Individual contributor
Hybrid (some remote, leans heavy to in-person)
No
Work
Reputation for quality NA
Outdated or obsolete technology or features NA
Manufacturing
Autonomy and trust to manage your own tasks NA
No
I have somewhat considered changing my career and/or the industry I work in
3
2
Germany
EUR European Euro
70,000
Yes
Bash/Shell (all shells);C;C++;Python
C;C++;Python
C;C++;Python
NA Verilog, VHDL
No
null
null
null
NA NA
Yes
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
81,210
8
33,713
33,714
I am a developer by profession
35-44 years old
Master’s degree (M.A., M.S., M.Eng., MBA, etc.)
Employed
None of the above
36
No, I am not new to coding and did not learn new coding techniques or programming languages
null
No, I learned something that was not related to AI or AI enablement for my personal curiosity and/or hobbies
null
36
Data scientist
5,000 to 9,999 employees
Individual contributor
Hybrid (some remote, leans heavy to in-person)
Yes, I influenced the purchase of a tool that more than five colleagues use but it is not a substantial addition to the tech stack
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
33,714
33,715
I am a developer by profession
25-34 years old
Bachelor’s degree (B.A., B.S., B.Eng., etc.)
Employed
None of the above
7
Yes, I am not new to coding but am learning new coding techniques or programming language
Books / Physical media
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
33,715
33,716
I am a developer by profession
25-34 years old
Some college/university study without earning a degree
Employed
None of the above
12
Yes, I am not new to coding but am learning new coding techniques or programming language
Online Courses or Certification (includes all media types)
Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies
AI CodeGen tools or AI-enabled apps
14
Developer, full-stack
100 to 499 employees
Individual contributor
Your choice (very flexible, you can come in when you want or just as needed)
No
Work
Reliability and low latency NA
Prohibitive pricing NA
Software Development
Solving real-world problems NA
No
I have somewhat considered changing my career and/or the industry I work in
null
null
Germany
EUR European Euro
4,200
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
4,873
6
33,716
33,717
I am a developer by profession
25-34 years old
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
33,717
33,718
I am a developer by profession
25-34 years old
Bachelor’s degree (B.A., B.S., B.Eng., etc.)
Independent contractor, freelancer, or self-employed
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
33,718
33,719
I am learning to code
18-24 years old
Bachelor’s degree (B.A., B.S., B.Eng., etc.)
Student
Attending school (full-time)
null
Yes, I am not new to coding but am learning new coding techniques or programming language
Videos (not associated with specific online course or certification);Stack Overflow or Stack Exchange;Technical documentation (is generated for/by the tool or system)
Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies
Other online resources (e.g. standard search, forum, online community);School (i.e., University, College, etc)
4
Developer, embedded applications or devices
null
null
null
null
School
Easy-to-use API NA
Inefficient or time-costly NA
null
null
I'm not sure
I have somewhat considered changing my career and/or the industry I work in
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
33,719
33,720
I am learning to code
25-34 years old
Bachelor’s degree (B.A., B.S., B.Eng., etc.)
Not employed
Engaged in paid work (10-19 hours per week)
null
Yes, I am not new to coding but am learning new coding techniques or programming language
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
33,720
33,721
I am a developer by profession
45-54 years old
Bachelor’s degree (B.A., B.S., B.Eng., etc.)
Employed
None of the above
33
Yes, I am not new to coding but am learning new coding techniques or programming language
Other online resources (e.g. standard search, forum, online community);AI CodeGen tools or AI-enabled apps
Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies
AI CodeGen tools or AI-enabled apps
42
Architect, software or solutions
20 to 99 employees
Individual contributor
Hybrid (some in-person, leans heavy to flexibility)
No
Work
Robust and complete API NA
Availability of better alternatives NA
Software Development
Solving real-world problems NA
No
I have neither consider or transitioned into a new career or industry
4
5
Netherlands
EUR European Euro
95,000
Yes
Ada;Assembly;Bash/Shell (all shells);C#;JavaScript;Lisp;PowerShell;SQL;TypeScript;Visual Basic (.Net)
Ada;C#;F#;Lisp;Prolog;SQL
Ada;C#;Lisp;SQL
Haskell Haskell
Yes
Oracle;PostgreSQL
PostgreSQL;Clickhouse
PostgreSQL
NA NA
Yes
Docker;Make;Microsoft Azure;MSBuild;npm;NuGet
Docker;Kubernetes;NuGet
Docker;NuGet
cabal Cabal
Yes
ASP.NET;ASP.NET Core;Blazor;jQuery;Node.js;React
ASP.NET Core;React
ASP.NET Core;React
NA NA
Yes
Notepad++;Vim;Visual Studio;Visual Studio Code
Notepad++;Visual Studio;Visual Studio Code
Notepad++;Visual Studio;Visual Studio Code
NA NA
.NET 8 or higher;Google Gemini
.NET 8 or higher
.NET 8 or higher
null
null
Windows;iOS;Fedora
Windows;iOS;Fedora
Azure Devops;Confluence;GitHub;Jira
GitHub
GitHub
NA NA
Stack Overflow;Stack Exchange;Reddit;GitHub (public projects, not private repos);Bluesky;LinkedIn;Medium
Stack Overflow;GitHub (public projects, not private repos);Bluesky
Stack Overflow;GitHub (public projects, not private repos);Bluesky
NA NA
No
null
null
null
NA NA
Yes
A few times per month or weekly
Between 10 and 15 years
I have never participated in Q&A on Stack Overflow
Lists of recommendations (tools, frameworks, technologies, etc.)
Directly open a Q&A post via search, documentation or a peer NA
No, not really
Less than half of the time
Yes, I use AI tools daily
Indifferent
Somewhat distrust
Very poor at handling complex tasks
Documenting code;Search for answers
Project planning;Writing code;Debugging or fixing code;Deployment and monitoring;Predictive analytics;Creating or maintaining documentation
Learning about a codebase;Testing code;Committing and reviewing code;Generating content or synthetic data;Learning new concepts or technologies
null
null
AI solutions that are almost right, but not quite;Debugging AI-generated code is more time-consuming
No
No, and I don't plan to
Not at all or minimally
null
null
null
null
null
null
null
null
The cost of using certain AI agent platforms is a barrier.
I am concerned about the accuracy of the information provided by AI agents.;I have concerns about the security and privacy of data when using AI agents.
Integrating AI agents with my existing tools and workflows can be difficult.;It takes significant time and effort to learn how to use AI agents effectively.
My company's IT and/or InfoSec teams have strict rules that do not allow me to use AI agent tools or platforms
null
null
null
null
null
null
null
null
When I want to fully understand something;When I have ethical or security concerns about code
Design, novel approaches
110,214
8
33,721
33,722
I code primarily as a hobby
18-24 years old
Other (please specify):
Independent contractor, freelancer, or self-employed
None of the above
null
No, I am not new to coding and did not learn new coding techniques or programming languages
null
Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies
AI CodeGen tools or AI-enabled apps;Technical documentation (is generated for/by the tool or system);Other online resources (e.g. standard search, forum, online community);Colleague or on-the-job training;Other (please specify):;Books / Physical media;School (i.e., University, College, etc)
8
Other (please specify):
null
null
null
No
Personal Project
Connected to an open-source project NA
Lack of or sub-par API NA
Other:
null
I'm not sure
I have strongly considered changing my career and/or the industry I work in
null
null
Pakistan
PKR Pakistani rupee
null
null
null
null
null
Assembly Gdscript
No
null
null
null
NA NA
Yes
Google Cloud
Google Cloud
Google Cloud
Google cloud Google cloud
Yes
FastAPI
FastAPI
FastAPI
Fast API Fast API
null
null
null
null
NA NA
Google Gemini
Google Gemini
Google Gemini
Google Gemini
Google Gemini
iOS
iOS
Google Colab
Google Colab
Google Colab
Google Collab Google Collab
YouTube
YouTube
YouTube
YouTube YouTube
null
Gemini (Pro Reasoning models);openAI Image generating models;openAI Reasoning models
Gemini (Pro Reasoning models);openAI Image generating models;openAI Reasoning models
Gemini (Pro Reasoning models);openAI Image generating models;openAI Reasoning models
Open Ai reasonings model OpenAI image generating model's
Not sure/can't remember
Infrequently, less than once per year
I don't use Stack Overflow
Daily or almost daily
Lists of recommendations (tools, frameworks, technologies, etc.)
Use discussion or chat feature NA
Neutral
More than half the time
Yes, I use AI tools weekly
Unsure
Somewhat trust
I don't use AI tools for complex tasks / I don't know
null
Learning about a codebase;Project planning;Writing code;Documenting code;Debugging or fixing code;Testing code;Committing and reviewing code;Deployment and monitoring;Predictive analytics;Search for answers;Generating content or synthetic data;Creating or maintaining documentation;Learning new concepts or technologies
null
null
Other (write in):
AI solutions that are almost right, but not quite;Other (write in):
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
33,722
33,723
I am a developer by profession
18-24 years old
Bachelor’s degree (B.A., B.S., B.Eng., etc.)
Employed
None of the above
5
No, I am not new to coding and did not learn new coding techniques or programming languages
null
Yes, I learned how to use AI-enabled tools required for my job or to benefit my career
Videos (not associated with specific online course or certification);Other online resources (e.g. standard search, forum, online community)
6
Developer, full-stack
100 to 499 employees
People manager
In-person
No
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
33,723
33,724
I am a developer by profession
35-44 years old
Some college/university study without earning a degree
Employed
None of the above
19
Yes, I am not new to coding but am learning new coding techniques or programming language
Other online resources (e.g. standard search, forum, online community);Books / Physical media;Technical documentation (is generated for/by the tool or system);AI CodeGen tools or AI-enabled apps;Games or coding challenges
Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies
Videos (not associated with specific online course or certification)
23
Developer, back-end
500 to 999 employees
Individual contributor
Hybrid (some remote, leans heavy to in-person)
Yes, I endorsed a tool that was ultimately not purchased or used at my organization
Work
Costs are manageable NA
null
Media & Advertising Services
null
Yes
I have somewhat considered changing my career and/or the industry I work in
null
null
Bulgaria
BGN Bulgarian lev
90,000
Yes
Bash/Shell (all shells);Go;HTML/CSS;Java;JavaScript;SQL;TypeScript
Bash/Shell (all shells);Go;HTML/CSS;Java;JavaScript;SQL;TypeScript
Bash/Shell (all shells);Go;HTML/CSS;Java;JavaScript;SQL;TypeScript
NA NA
Yes
Dynamodb;Elasticsearch;PostgreSQL;Redis;SQLite
Dynamodb;Elasticsearch;PostgreSQL;Redis;SQLite
Dynamodb;Elasticsearch;PostgreSQL;Redis;SQLite
NA NA
Yes
Amazon Web Services (AWS);Chocolatey;Cloudflare;Docker;Kubernetes;Make;Maven (build tool);npm;Prometheus;Splunk
Amazon Web Services (AWS);Chocolatey;Cloudflare;Docker;Kubernetes;Make;Maven (build tool);npm;Prometheus;Splunk
Amazon Web Services (AWS);Chocolatey;Cloudflare;Docker;Kubernetes;Make;Maven (build tool);npm;Prometheus;Splunk
NA NA
Yes
Express;Fastify;jQuery;Node.js;Spring Boot
Express;Fastify;jQuery;Node.js;Spring Boot
Express;Fastify;jQuery;Node.js;Spring Boot
NA NA
Yes
null
null
null
NA NA
null
null
null
null
null
Windows;MacOS;Android;Windows Subsystem for Linux (WSL)
MacOS
GitHub;Jira;Lucid (includes Lucidchart);Markdown File
GitHub;Jira;Lucid (includes Lucidchart);Markdown File
GitHub;Jira;Lucid (includes Lucidchart);Markdown File
NA NA
Stack Overflow;Reddit;YouTube;LinkedIn
Stack Overflow;Reddit;YouTube;LinkedIn
Stack Overflow;Reddit;YouTube;LinkedIn
NA NA
Yes
null
null
null
NA NA
Yes
A few times per month or weekly
Between 10 and 15 years
Less than once every 2 - 3 months
Coding challenges
null
No, not really
About half of the time
Yes, I use AI tools daily
Very favorable
Neither trust nor distrust
Bad at handling complex tasks
Writing code;Documenting code;Committing and reviewing code;Deployment and monitoring;Search for answers;Generating content or synthetic data;Creating or maintaining documentation
Project planning;Predictive analytics
Debugging or fixing code
Learning about a codebase;Testing code
Learning new concepts or technologies
AI solutions that are almost right, but not quite;Debugging AI-generated code is more time-consuming;I’ve become less confident in my own problem-solving;It’s hard to understand how or why the code works
null
No, but I plan to
Yes, somewhat
null
null
null
null
null
null
null
Integrating AI agents with my existing tools and workflows can be difficult.;I have concerns about the security and privacy of data when using AI agents.;My company's IT and/or InfoSec teams have strict rules that do not allow me to use AI agent tools or platforms;Write in the most significant challenge if not listed a...
null
I am concerned about the accuracy of the information provided by AI agents.;It takes significant time and effort to learn how to use AI agents effectively.;The cost of using certain AI agent platforms is a barrier.
null
null
null
null
null
null
null
null
null
null
null
null
53,376
8
33,724
33,725
I am a developer by profession
25-34 years old
Master’s degree (M.A., M.S., M.Eng., MBA, etc.)
Employed
None of the above
6
No, I am not new to coding and did not learn new coding techniques or programming languages
null
No, I learned something that was not related to AI or AI enablement as required for my job or to benefit my career
null
11
Developer, back-end
100 to 499 employees
Individual contributor
In-person
No
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
33,725
33,726
I code primarily as a hobby
18-24 years old
Primary/elementary school
Student
Attending school (full-time)
null
Yes, I am not new to coding but am learning new coding techniques or programming language
Other online resources (e.g. standard search, forum, online community);Stack Overflow or Stack Exchange;Games or coding challenges;Other (please specify):
Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies
Videos (not associated with specific online course or certification);Other (please specify):
5
Student
null
null
null
null
Personal Project
AI integration or AI Agent capabilities NA
Prohibitive pricing NA
null
null
No
I have neither consider or transitioned into a new career or industry
null
5
United States of America
USD United States dollar
null
Yes
JavaScript
JavaScript;TypeScript
JavaScript
NA NA
Yes
Supabase
Supabase
Supabase
NA NA
No
null
null
null
NA NA
Yes
React
Next.js;React
React
NA NA
Yes
Zed
Zed
Zed
NA NA
null
null
null
null
null
MacOS;iOS
MacOS
GitHub;Monday.com;Notion
GitHub;Google Colab;Notion
GitHub;Notion
NA NA
Discord;Bluesky;YouTube
Discord;Dev.to;Hacker News;X
Discord
NA NA
Yes
Gemini (Flash general purpose models);openAI GPT (chatbot models)
Gemini (Flash general purpose models);openAI GPT (chatbot models)
Gemini (Flash general purpose models);openAI GPT (chatbot models)
NA NA
null
null
null
null
null
null
null
null
Yes, I use AI tools daily
Favorable
Somewhat trust
Good, but not great at handling complex tasks
Project planning;Generating content or synthetic data
Committing and reviewing code;Deployment and monitoring;Creating or maintaining documentation;Learning new concepts or technologies
Learning about a codebase;Documenting code;Testing code;Predictive analytics
null
Writing code;Debugging or fixing code;Search for answers
Debugging AI-generated code is more time-consuming;I’ve become less confident in my own problem-solving;It’s hard to understand how or why the code works
Somewhat
No, I use AI exclusively in copilot/autocomplete mode
Yes, to a great extent
Software engineering;Marketing
null
AI agents have increased my productivity.;AI agents have helped me solve complex problems more effectively.;AI agents have reduced the time spent on specific development tasks.
AI agents have improved collaboration within my team.
AI agents have improved the quality of my code.;AI agents have accelerated my learning about new technologies or codebases.
AI agents have helped me automate repetitive tasks.
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
33,726
33,727
I am a developer by profession
35-44 years old
Bachelor’s degree (B.A., B.S., B.Eng., etc.)
Employed
None of the above
20
No, I am not new to coding and did not learn new coding techniques or programming languages
null
No, I didn't spend time learning in the past year
null
25
Architect, software or solutions
5,000 to 9,999 employees
People manager
Hybrid (some remote, leans heavy to in-person)
No
Work
Costs are manageable NA
Prohibitive pricing NA
Manufacturing
Innovation through solving challenging and complex problems NA
No
I have neither consider or transitioned into a new career or industry
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
7
33,727
33,728
I am a developer by profession
65 years or older
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
33,728
33,729
I am a developer by profession
18-24 years old
Bachelor’s degree (B.A., B.S., B.Eng., etc.)
Employed
Engaged in paid work (less than 10 hours per week)
1
Yes, I am not new to coding but am learning new coding techniques or programming language
Other online resources (e.g. standard search, forum, online community);Stack Overflow or Stack Exchange;Technical documentation (is generated for/by the tool or system);AI CodeGen tools or AI-enabled apps;Colleague or on-the-job training;School (i.e., University, College, etc)
Yes, I learned how to use AI-enabled tools required for my job or to benefit my career
Technical documentation (is generated for/by the tool or system);Colleague or on-the-job training;Blogs or podcasts;School (i.e., University, College, etc)
10
Developer, AI apps or physical AI
100 to 499 employees
Individual contributor
In-person
No
Work
Easy-to-use API NA
Outdated or obsolete technology or features NA
Software Development
Autonomy and trust to manage your own tasks NA
Yes
I have somewhat considered changing my career and/or the industry I work in
7
7
Slovakia
EUR European Euro
null
Yes
Bash/Shell (all shells);C;C++;Go;HTML/CSS;JavaScript;Python;SQL
Elixir;Lisp;OCaml;Rust
null
NA Haskell
Yes
MongoDB;SQLite
MariaDB;PostgreSQL
null
NA NA
Yes
Docker;Heroku;Kubernetes;Ninja;npm
Ansible;Docker;Heroku;Kubernetes;Make
Docker;Heroku;Kubernetes
NA openshift
Yes
Django;Flask
FastAPI
null
Gin Gonic Gin gonic
No
null
null
null
NA NA
Large Language Model;RAG
Large Language Model;RAG;uv
Large Language Model;RAG
null
null
Windows;Ubuntu;Fedora;Pop!_OS
Ubuntu
GitHub;GitLab;Markdown File
GitHub;GitLab;Markdown File
GitHub;GitLab;Markdown File
Swagger Swagger
Stack Overflow;Discord;Kaggle;Medium
Discord;Kaggle;Medium
Discord;Kaggle;Medium
NA NA
Yes
Anthropic: Claude Sonnet;openAI GPT (chatbot models);Perplexity Sonar models
null
null
NA NA
null
null
null
null
null
null
null
null
Yes, I use AI tools daily
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
8
33,729
33,730
I am learning to code
25-34 years old
Bachelor’s degree (B.A., B.S., B.Eng., etc.)
Not employed
None of the above
null
Yes, I am not new to coding but am learning new coding techniques or programming language
Other online resources (e.g. standard search, forum, online community);Books / Physical media;Videos (not associated with specific online course or certification);Stack Overflow or Stack Exchange;AI CodeGen tools or AI-enabled apps
Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies
AI CodeGen tools or AI-enabled apps
5
Developer, back-end
null
null
null
null
Personal Project
Good brand and public image NA
Poor usability NA
null
null
I'm not sure
I have neither consider or transitioned into a new career or industry
6
6
Egypt
EGP Egyptian pound
null
No
null
null
null
NA NA
Yes
MongoDB;MySQL;PostgreSQL;Redis
Cassandra;Elasticsearch;H2;MariaDB;Microsoft SQL Server;Neo4J;Oracle
null
NA NA
No
null
null
null
NA NA
Yes
Spring Boot
null
null
NA Gin,Rust
Yes
Claude Code;IntelliJ IDEA;Visual Studio Code;Windsurf
Cursor;Eclipse;RustRover;Vim;Visual Studio
null
NA NA
Google Gemini
null
null
null
null
Windows;Ubuntu
Windows
GitHub;Google Colab
GitLab
null
NA NA
Stack Overflow;Discord;Reddit;Dev.to;GitHub (public projects, not private repos);YouTube;LinkedIn;Medium
Stack Overflow;Discord;Reddit;GitHub (public projects, not private repos);X;YouTube;Twitch;LinkedIn;Medium
Stack Overflow;Discord;Reddit;GitHub (public projects, not private repos);YouTube;LinkedIn;Medium
NA NA
Yes
DeepSeek (R- Reasoning models);Gemini (Flash general purpose models);openAI GPT (chatbot models);openAI Reasoning models
DeepSeek (R- Reasoning models);openAI GPT (chatbot models);openAI Reasoning models
DeepSeek (R- Reasoning models);openAI GPT (chatbot models);openAI Reasoning models
Claude,Qwen,Grok Claude,Qwen,Grok
Yes
A few times per week
Between 5 and 10 years
Infrequently, less than once per year
Chat (people);Long-form articles;Videos;Direct messaging of users;Job board
Upvote/Downvote Q&A posts NA
Neutral
More than half the time
Yes, I use AI tools daily
Favorable
Somewhat trust
Very well at handling complex tasks
Search for answers
Creating or maintaining documentation
Committing and reviewing code
Writing code;Documenting code;Debugging or fixing code
Project planning;Learning new concepts or technologies
AI solutions that are almost right, but not quite;I’ve become less confident in my own problem-solving
null
Yes, I use AI agents at work monthly or infrequently
Yes, somewhat
Software engineering
null
AI agents have helped me automate repetitive tasks.;AI agents have improved the quality of my code.;AI agents have reduced the time spent on specific development tasks.
AI agents have accelerated my learning about new technologies or codebases.
null
AI agents have increased my productivity.;AI agents have helped me solve complex problems more effectively.
null
null
null
I have concerns about the security and privacy of data when using AI agents.
I am concerned about the accuracy of the information provided by AI agents.;Integrating AI agents with my existing tools and workflows can be difficult.;It takes significant time and effort to learn how to use AI agents effectively.
null
Redis
null
null
null
null
null
ChatGPT;Google Gemini
null
When I don’t trust AI’s answers;When I want to fully understand something;When I want to learn best practices;When I want to compare different solutions
System design , problem solving , critical thinking
null
null
33,730
33,731
I work with developers or my work supports developers but am not a developer by profession
35-44 years old
Some college/university study without earning a degree
Employed
None of the above
14
No, I am not new to coding and did not learn new coding techniques or programming languages
null
Yes, I learned how to use AI-enabled tools required for my job or to benefit my career
Technical documentation (is generated for/by the tool or system);Videos (not associated with specific online course or certification);Other online resources (e.g. standard search, forum, online community)
6
Architect, software or solutions
1,000 to 4,999 employees
People manager
In-person
Yes, I influenced the purchase of a substantial addition to the tech stack
Work
Easy-to-use API NA
Prohibitive pricing NA
Healthcare
null
Yes
I have transitioned into a new career and/or industry voluntarily
6
null
Spain
EUR European Euro
100,000
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
NA NA
null
null
null
null
NA NA
Yes
Less than once per month or monthly
Between 10 and 15 years
Infrequently, less than once per year
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
116,015
null
33,731
33,732
I am a developer by profession
45-54 years old
Master’s degree (M.A., M.S., M.Eng., MBA, etc.)
Employed
Engaged in paid work (20-29 hours per week)
22
No, I am not new to coding and did not learn new coding techniques or programming languages
null
Yes, I learned how to use AI-enabled tools required for my job or to benefit my career
Other (please specify):
29
Developer, QA or test
10,000 or more employees
Individual contributor
In-person
No
Work
Reputation for quality NA
Poor usability NA
Software Development
Developing specialized expertise NA
No
I have strongly considered changing my career and/or the industry I work in
8
2
China
CNY Chinese Yuan Renminbi
1,500,000
Yes
Bash/Shell (all shells);Python
Bash/Shell (all shells);C;JavaScript;Python;TypeScript
Bash/Shell (all shells);Python
NA NA
No
null
null
null
NA NA
No
null
null
null
NA NA
No
null
null
null
NA NA
No
null
null
null
NA NA
null
null
null
null
null
Windows;MacOS;Windows Subsystem for Linux (WSL);iOS;Debian;iPadOS
MacOS;Ubuntu
Confluence;GitHub;GitLab;Google Workspace;Jira;Wikis
GitHub;Google Workspace
GitHub;Google Workspace
NA NA
Stack Overflow;GitHub (public projects, not private repos);X;YouTube
Stack Overflow;GitHub (public projects, not private repos);X;YouTube
Stack Overflow;GitHub (public projects, not private repos);X;YouTube
NA NA
Yes
DeepSeek (R- Reasoning models);Gemini (Flash general purpose models);openAI GPT (chatbot models);X Grok models
DeepSeek (R- Reasoning models);Gemini (Flash general purpose models);openAI GPT (chatbot models);X Grok models
DeepSeek (R- Reasoning models);Gemini (Flash general purpose models);openAI GPT (chatbot models);X Grok models
NA NA
Yes
Multiple times per day
Between 10 and 15 years
A few times per month or weekly
Long-form articles;Lists of recommendations (tools, frameworks, technologies, etc.);Chat (bot/AI)
Answer a question NA
Yes, definitely
Less than half of the time
Yes, I use AI tools daily
Very favorable
Somewhat trust
Bad at handling complex tasks
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
208,928
3
33,732
33,733
I am learning to code
35-44 years old
Bachelor’s degree (B.A., B.S., B.Eng., etc.)
Employed
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
33,733
33,734
I am a developer by profession
45-54 years old
Master’s degree (M.A., M.S., M.Eng., MBA, etc.)
Employed
Engaged in paid work (less than 10 hours per week)
26
No, I am not new to coding and did not learn new coding techniques or programming languages
null
No, I learned something that was not related to AI or AI enablement as required for my job or to benefit my career
null
30
Developer, full-stack
100 to 499 employees
Individual contributor
Your choice (very flexible, you can come in when you want or just as needed)
Yes, I influenced the purchase of a tool that more than five colleagues use but it is not a substantial addition to the tech stack
Work
Connected to an open-source project NA
Security or privacy concerns NA
Other:
Solving real-world problems NA
No
I have neither consider or transitioned into a new career or industry
11
5
France
EUR European Euro
null
Yes
Bash/Shell (all shells);HTML/CSS;JavaScript;SQL
Bash/Shell (all shells);HTML/CSS;JavaScript;Rust;SQL
Bash/Shell (all shells);HTML/CSS;JavaScript;SQL
NA NA
Yes
PostgreSQL;Redis;SQLite
PostgreSQL;Redis;SQLite
PostgreSQL;Redis;SQLite
NA NA
Yes
APT;Docker;npm;Vite;Webpack
APT;Docker;npm;Vite;Webpack
APT;Docker;npm;Vite;Webpack
NA NA
Yes
Deno;Express;Node.js;Nuxt.js;Vue.js
Deno;Express;Node.js;Nuxt.js;Vue.js
Deno;Express;Node.js;Nuxt.js;Vue.js
Koa, Hapi Koa, Hapi
No
null
null
null
NA NA
null
null
null
null
null
Debian
Debian
GitHub;GitLab;Markdown File;Wikis
GitHub;GitLab;Markdown File;Wikis
GitHub;GitLab;Markdown File;Wikis
NA NA
Stack Overflow;Stack Exchange;Reddit;GitHub (public projects, not private repos);Medium
Stack Overflow;Stack Exchange;Reddit;GitHub (public projects, not private repos);Medium
Stack Overflow;Stack Exchange;Reddit;GitHub (public projects, not private repos);Medium
NA NA
No
null
null
null
NA NA
Yes
Multiple times per day
More than 15 years, or since Stack Overflow started in 2008
null
null
Other (write in): Find precis explanations state-of-the-art
Yes, somewhat
I don't use AI or AI-enabled tools
No, and I don't plan to
Very unfavorable
Highly distrust
I don't use AI tools for complex tasks / I don't know
null
Learning about a codebase;Project planning;Writing code;Documenting code;Debugging or fixing code;Testing code;Committing and reviewing code;Deployment and monitoring;Predictive analytics;Search for answers;Generating content or synthetic data;Creating or maintaining documentation;Learning new concepts or technologies;...
null
null
null
null
vibe coding = bullshit
No, and I don't plan to
Not at all or minimally
null
null
null
null
null
null
null
null
null
I am concerned about the accuracy of the information provided by AI agents.;Integrating AI agents with my existing tools and workflows can be difficult.;It takes significant time and effort to learn how to use AI agents effectively.;The cost of using certain AI agent platforms is a barrier.;I have concerns about the se...
null
null
null
null
null
null
null
null
null
null
When I don’t trust AI’s answers;When I want to fully understand something;When I want to learn best practices;When I want to compare different solutions;When I have ethical or security concerns about code;When I’m stuck and can’t explain the problem;When I need help fixing complex or unfamiliar code;When I need quick h...
All actual skills will still be valuable. We won’t be using AI in the future for developers because its environmental cost is too high and because we will need to understand the technologies we code and deploy. Also when AI stakeholders will want their RoI the real price of AI will make AI expensive.
null
9
33,734
33,735
I am a developer by profession
35-44 years old
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
33,735
33,736
I am a developer by profession
35-44 years old
Some college/university study without earning a degree
Independent contractor, freelancer, or self-employed
Engaged in paid work (10-19 hours per week)
20
Yes, I am not new to coding but am learning new coding techniques or programming language
Online Courses or Certification (includes all media types);Other online resources (e.g. standard search, forum, online community);Books / Physical media;Technical documentation (is generated for/by the tool or system)
Yes, I learned how to use AI-enabled tools required for my job or to benefit my career
AI CodeGen tools or AI-enabled apps;Technical documentation (is generated for/by the tool or system);Other online resources (e.g. standard search, forum, online community);Books / Physical media
20
DevOps engineer or professional
Less than 20 employees
Individual contributor
Remote
Yes, I endorsed a tool that was open-source and is currently used by more than just myself but no purchase was made
Work
Connected to an open-source project NA
Outdated or obsolete technology or features NA
Computer Systems Design and Services
Competitive pay and benefits NA
No
I have somewhat considered changing my career and/or the industry I work in
3
3
Bolivia
USD United States dollar
36,000
Yes
Bash/Shell (all shells);Elixir;Go;HTML/CSS;JavaScript;SQL
Elixir;Go;Kotlin;TypeScript;Zig;Gleam
Elixir;Go
NA NA
Yes
PostgreSQL;SQLite;Clickhouse
DuckDB;Elasticsearch;InfluxDB;PostgreSQL;SQLite;Supabase
PostgreSQL;SQLite
NA NA
Yes
Amazon Web Services (AWS);Ansible;APT;Cargo;Cloudflare;Digital Ocean;Docker;Make;npm;Pip;Terraform;Yarn
Amazon Web Services (AWS);Ansible;Cloudflare;Digital Ocean;Docker;Google Cloud;Kubernetes;Make;Microsoft Azure;Prometheus;Splunk;Supabase;Terraform
Amazon Web Services (AWS);Ansible;Cloudflare;Digital Ocean;Docker;Make;Terraform
NA NA
Yes
Phoenix;React
Phoenix
Phoenix
NA NA
Yes
Cursor;Neovim;Vim;Visual Studio Code
Aider;Claude Code;Cline and/or Roo;Cursor;Neovim;Vim
Cursor;Neovim;Vim
NA NA
Large Language Model;RAG;Google Gemini
Large Language Model;RAG;Google Gemini
Large Language Model;RAG;Google Gemini
null
null
Windows;Android;Linux (non-WSL)
Ubuntu;Debian;Linux (non-WSL)
GitHub;Markdown File;Wikis
Airtable;Azure Devops;GitHub;Markdown File;Miro;Wikis
GitHub;Markdown File;Wikis
NA NA
Stack Overflow;Discord;Reddit;Hacker News;GitHub (public projects, not private repos);X;YouTube;Medium
Stack Overflow;Discord;Reddit;Hacker News;GitHub (public projects, not private repos);X;YouTube;Twitch
Stack Overflow;Discord;Reddit;Hacker News;GitHub (public projects, not private repos);X;YouTube
NA NA
Yes
Alibaba Cloud Qwen models;Anthropic: Claude Sonnet;DeepSeek (R- Reasoning models);Gemini (Flash general purpose models);Gemini (Pro Reasoning models);Meta Llama (all models);Mistral AI models;openAI GPT (chatbot models);openAI Reasoning models;X Grok models
Alibaba Cloud Qwen models;Anthropic: Claude Sonnet;DeepSeek (R- Reasoning models);Gemini (Flash general purpose models);Gemini (Pro Reasoning models);Meta Llama (all models);Mistral AI models;openAI GPT (chatbot models);openAI Reasoning models;X Grok models
Alibaba Cloud Qwen models;Anthropic: Claude Sonnet;DeepSeek (R- Reasoning models);Gemini (Flash general purpose models);Gemini (Pro Reasoning models);Meta Llama (all models);Mistral AI models;openAI GPT (chatbot models);openAI Reasoning models;X Grok models
NA NA
Yes
A few times per month or weekly
Between 5 and 10 years
Less than once per month or monthly
Long-form articles;Lists of recommendations (tools, frameworks, technologies, etc.)
null
Neutral
Rarely, almost never
Yes, I use AI tools weekly
Favorable
Neither trust nor distrust
Neither good or bad at handling complex tasks
Writing code;Search for answers;Learning new concepts or technologies
Predictive analytics
Learning about a codebase;Project planning;Debugging or fixing code;Testing code;Committing and reviewing code;Deployment and monitoring
Documenting code;Generating content or synthetic data;Creating or maintaining documentation
null
AI solutions that are almost right, but not quite;Debugging AI-generated code is more time-consuming
no
No, but I plan to
Yes, somewhat
null
null
null
null
null
null
null
I have concerns about the security and privacy of data when using AI agents.;My company's IT and/or InfoSec teams have strict rules that do not allow me to use AI agent tools or platforms
null
It takes significant time and effort to learn how to use AI agents effectively.;The cost of using certain AI agent platforms is a barrier.
I am concerned about the accuracy of the information provided by AI agents.;Integrating AI agents with my existing tools and workflows can be difficult.
null
null
null
null
null
null
null
null
null
When I don’t trust AI’s answers;When I want to learn best practices;When I want to compare different solutions
system design, architecture
36,000
7
33,736
33,737
I am a developer by profession
25-34 years old
Some college/university study without earning a degree
Employed
Engaged in paid work (less than 10 hours per week)
8
No, I am not new to coding and did not learn new coding techniques or programming languages
null
Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies
Colleague or on-the-job training
15
Developer, back-end
20 to 99 employees
Individual contributor
Remote
Yes, I influenced the purchase of a tool that more than five colleagues use but it is not a substantial addition to the tech stack
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
33,737
33,738
I code primarily as a hobby
35-44 years old
Some college/university study without earning a degree
Employed
None of the above
18
Yes, I am not new to coding but am learning new coding techniques or programming language
Other online resources (e.g. standard search, forum, online community);Stack Overflow or Stack Exchange;Technical documentation (is generated for/by the tool or system);Games or coding challenges
No, I didn't spend time learning in the past year
null
10
System administrator
Less than 20 employees
Individual contributor
In-person
No
Personal Project
Reputation for quality NA
null
Internet, Telecomm or Information Services
null
No
I have neither consider or transitioned into a new career or industry
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
33,738
33,739
I am a developer by profession
35-44 years old
Master’s degree (M.A., M.S., M.Eng., MBA, etc.)
Employed
Engaged in paid work (20-29 hours per week)
21
Yes, I am not new to coding but am learning new coding techniques or programming language
Videos (not associated with specific online course or certification);Technical documentation (is generated for/by the tool or system);AI CodeGen tools or AI-enabled apps;Coding Bootcamp
Yes, I learned how to use AI-enabled tools required for my job or to benefit my career
AI CodeGen tools or AI-enabled apps;Videos (not associated with specific online course or certification);Online Courses or Certification (includes all media types);Coding Bootcamp
24
Developer, full-stack
1,000 to 4,999 employees
Individual contributor
Remote
No
Personal Project
Reputation for quality NA
Security or privacy concerns NA
Software Development
Recognition from leadership for your work NA
Yes
I have strongly considered changing my career and/or the industry I work in
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
10
33,739
33,740
I am a developer by profession
35-44 years old
Bachelor’s degree (B.A., B.S., B.Eng., etc.)
Employed
Caring for dependents (children, elderly, etc.)
9
Yes, I am not new to coding but am learning new coding techniques or programming language
Other online resources (e.g. standard search, forum, online community);Stack Overflow or Stack Exchange;Technical documentation (is generated for/by the tool or system);AI CodeGen tools or AI-enabled apps
Yes, I learned how to use AI-enabled tools required for my job or to benefit my career
null
12
Developer, embedded applications or devices
500 to 999 employees
Individual contributor
Hybrid (some remote, leans heavy to in-person)
Yes, I influenced the purchase of a substantial addition to the tech stack
Work
Reliability and low latency NA
Availability of better alternatives NA
Software Development
Job stability and career growth with a single employer NA
No
I have somewhat considered changing my career and/or the industry I work in
10
0
United States of America
USD United States dollar
120,000
Yes
Bash/Shell (all shells);C;C++;Java;PowerShell;Python
Rust
null
NA NA
No
null
null
null
NA NA
Yes
Amazon Web Services (AWS);APT;Docker;Make;Ninja
Google Cloud;Microsoft Azure;Podman;Terraform
null
CMake / CPM NA
No
null
null
null
NA NA
Yes
Notepad++;Visual Studio Code
null
null
NA NA
c++23;Google Gemini;Ollama
null
null
null
null
Ubuntu
Ubuntu
Doxygen;GitHub;Google Workspace;Markdown File
null
null
NA NA
Stack Overflow;Stack Exchange;Reddit;GitHub (public projects, not private repos);LinkedIn
null
null
NA NA
No
null
null
null
NA NA
null
null
null
null
null
null
null
null
Yes, I use AI tools daily
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
120,000
10
33,740
33,741
I am a developer by profession
25-34 years old
Some college/university study without earning a degree
Independent contractor, freelancer, or self-employed
Caring for dependents (children, elderly, etc.);Engaged in paid work (less than 10 hours per week)
null
Yes, I am not new to coding but am learning new coding techniques or programming language
Other online resources (e.g. standard search, forum, online community);Stack Overflow or Stack Exchange;Technical documentation (is generated for/by the tool or system);Colleague or on-the-job training
Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
33,741
33,742
I am learning to code
18-24 years old
Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)
Student
Attending school (full-time)
null
Yes, I am not new to coding but am learning new coding techniques or programming language
Online Courses or Certification (includes all media types);Other online resources (e.g. standard search, forum, online community);Books / Physical media;Videos (not associated with specific online course or certification)
Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies
AI CodeGen tools or AI-enabled apps;Videos (not associated with specific online course or certification);Other online resources (e.g. standard search, forum, online community);Online Courses or Certification (includes all media types);Coding Bootcamp
2
Student
null
null
null
null
null
null
null
null
null
I'm not sure
null
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
33,742
33,743
I am a developer by profession
25-34 years old
Bachelor’s degree (B.A., B.S., B.Eng., etc.)
Employed
Engaged in paid work (20-29 hours per week)
9
Yes, I am not new to coding but am learning new coding techniques or programming language
Other online resources (e.g. standard search, forum, online community);Stack Overflow or Stack Exchange;Technical documentation (is generated for/by the tool or system)
Yes, I learned how to use AI-enabled tools required for my job or to benefit my career
Technical documentation (is generated for/by the tool or system);Other online resources (e.g. standard search, forum, online community)
5
DevOps engineer or professional
10,000 or more employees
Individual contributor
In-person
Yes, I influenced the purchase of a substantial addition to the tech stack
Work
Robust and complete API NA
Security or privacy concerns NA
Banking/Financial Services
Solving real-world problems NA
No
I have neither consider or transitioned into a new career or industry
10
null
India
INR Indian rupee
null
Yes
Bash/Shell (all shells);PowerShell;Python
Bash/Shell (all shells);Go;Groovy;HTML/CSS;PowerShell;Python;SQL
Bash/Shell (all shells);PowerShell;Python
NA NA
Yes
Dynamodb;Elasticsearch;Microsoft SQL Server
Dynamodb;Elasticsearch;MongoDB;PostgreSQL;Redis
Dynamodb;Elasticsearch
NA NA
Yes
Amazon Web Services (AWS);Docker;Gradle;Microsoft Azure;Terraform
Amazon Web Services (AWS);Docker;Gradle;Microsoft Azure;Prometheus;Terraform
Amazon Web Services (AWS);Docker;Gradle;Microsoft Azure;Terraform
NA NA
No
null
null
null
NA NA
Yes
Eclipse;IntelliJ IDEA;Notepad++;Vim;Visual Studio Code
Eclipse;IntelliJ IDEA;Notepad++;Vim;Visual Studio;Visual Studio Code
Eclipse;IntelliJ IDEA;Notepad++;Vim;Visual Studio Code
NA NA
Google Gemini
Google Gemini
Google Gemini
null
null
Windows
Windows;Red Hat
Azure Devops;GitHub;Jira
Azure Devops;GitHub;Jira
Azure Devops;GitHub;Jira
NA NA
Stack Overflow;Stack Exchange;GitHub (public projects, not private repos)
Stack Overflow;Stack Exchange;GitHub (public projects, not private repos)
Stack Overflow;Stack Exchange;GitHub (public projects, not private repos)
NA NA
No
null
null
null
NA NA
Yes
Daily or almost daily
Between 5 and 10 years
A few times per month or weekly
Chat (people);Direct messaging of users;Chat (bot/AI)
Ask a question NA
Yes, somewhat
Rarely, almost never
No, and I don't plan to
Indifferent
Neither trust nor distrust
Neither good or bad at handling complex tasks
null
Learning about a codebase;Project planning;Writing code;Documenting code;Debugging or fixing code;Testing code;Committing and reviewing code;Deployment and monitoring;Predictive analytics;Generating content or synthetic data;Creating or maintaining documentation;Other (write in):
Search for answers;Learning new concepts or technologies
null
null
I don’t use AI tools regularly
null
No, I use AI exclusively in copilot/autocomplete mode
Not at all or minimally
null
null
null
AI agents have increased my productivity.;AI agents have reduced the time spent on specific development tasks.;AI agents have improved collaboration within my team.;Write in the most significant benefit if not listed above.
AI agents have helped me automate repetitive tasks.;AI agents have improved the quality of my code.;AI agents have accelerated my learning about new technologies or codebases.;AI agents have helped me solve complex problems more effectively.
null
null
I am concerned about the accuracy of the information provided by AI agents.;Integrating AI agents with my existing tools and workflows can be difficult.;It takes significant time and effort to learn how to use AI agents effectively.;The cost of using certain AI agent platforms is a barrier.;I have concerns about the se...
null
null
null
null
null
null
null
null
null
null
null
null
When I don’t trust AI’s answers;When I have ethical or security concerns about code
Critical thinking
null
5
33,743
33,744
I am a developer by profession
18-24 years old
Bachelor’s degree (B.A., B.S., B.Eng., etc.)
Employed
Engaged in paid work (20-29 hours per week)
1
No, I am not new to coding and did not learn new coding techniques or programming languages
null
Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies
Colleague or on-the-job training
5
Developer, mobile
20 to 99 employees
Individual contributor
In-person
Yes, I endorsed a tool that was open-source and is currently used by more than just myself but no purchase was made
Work
Reputation for quality NA
Availability of better alternatives NA
Software Development
Solving real-world problems NA
I'm not sure
I have neither consider or transitioned into a new career or industry
2
2
Viet Nam
VND Vietnamese dong
102,000,000
Yes
Java;Kotlin
Dart;Kotlin
Kotlin
NA NA
Yes
MongoDB;MySQL;SQLite
MongoDB;SQLite
MongoDB;SQLite
NA NA
No
null
null
null
NA NA
No
null
null
null
NA NA
Yes
Android Studio
Android Studio
Android Studio
NA NA
null
null
null
null
null
Windows;Android;iOS;Linux (non-WSL);Arch
Windows;Android
Redmine
Jira;Redmine
Redmine
NA NA
Stack Overflow;Reddit;YouTube
Stack Overflow;Discord;Reddit;YouTube
Stack Overflow;Reddit;YouTube
NA NA
Yes
Gemini (Flash general purpose models);openAI GPT (chatbot models)
Gemini (Flash general purpose models);openAI GPT (chatbot models)
Gemini (Flash general purpose models);openAI GPT (chatbot models)
NA NA
null
null
null
null
null
null
null
null
Yes, I use AI tools daily
Favorable
Neither trust nor distrust
Neither good or bad at handling complex tasks
Creating or maintaining documentation
null
Project planning;Committing and reviewing code
null
null
AI solutions that are almost right, but not quite;Debugging AI-generated code is more time-consuming
null
Yes, I use AI agents at work daily
Yes, somewhat
Software engineering
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
3,898
7
33,744
33,745
I am a developer by profession
35-44 years old
Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)
Employed
None of the above
25
No, I am not new to coding and did not learn new coding techniques or programming languages
null
Yes, I learned how to use AI-enabled tools required for my job or to benefit my career
AI CodeGen tools or AI-enabled apps;Technical documentation (is generated for/by the tool or system);Videos (not associated with specific online course or certification);Other online resources (e.g. standard search, forum, online community);Colleague or on-the-job training;Blogs or podcasts
30
Developer, full-stack
20 to 99 employees
Individual contributor
Hybrid (some in-person, leans heavy to flexibility)
No
Work
Reliability and low latency NA
Security or privacy concerns NA
Software Development
Solving real-world problems NA
No
I have neither consider or transitioned into a new career or industry
null
null
Germany
EUR European Euro
null
Yes
Bash/Shell (all shells);C;C#;C++;HTML/CSS;Java;JavaScript;PHP;PowerShell;Python;SQL
Bash/Shell (all shells);C;C#;C++;F#;HTML/CSS;Java;JavaScript;Kotlin;PHP;PowerShell;Python;R;SQL
Bash/Shell (all shells);C;C#;C++;HTML/CSS;Java;JavaScript;PHP;PowerShell;Python;SQL
NA NA
Yes
Elasticsearch;H2;MariaDB;Microsoft SQL Server;MongoDB;MySQL;Oracle;PostgreSQL;Redis;SQLite
Cassandra;Cosmos DB;Elasticsearch;H2;MariaDB;Microsoft SQL Server;MongoDB;MySQL;Oracle;PostgreSQL;Redis;SQLite
Elasticsearch;H2;MariaDB;Microsoft SQL Server;MongoDB;MySQL;Oracle;PostgreSQL;Redis;SQLite
NA NA
Yes
Amazon Web Services (AWS);Ansible;Chocolatey;Docker;Gradle;Maven (build tool);Microsoft Azure;npm;NuGet;Splunk
Amazon Web Services (AWS);Ansible;Chocolatey;Docker;Gradle;Maven (build tool);Microsoft Azure;npm;NuGet;Splunk
Amazon Web Services (AWS);Ansible;Chocolatey;Docker;Gradle;Maven (build tool);Microsoft Azure;npm;NuGet;Splunk
NA NA
Yes
jQuery;Node.js
jQuery;Node.js
jQuery;Node.js
NA NA
Yes
Eclipse;IntelliJ IDEA;Notepad++;Rider;Vim;Visual Studio;Visual Studio Code
Eclipse;IntelliJ IDEA;Notepad++;Rider;Vim;Visual Studio;Visual Studio Code
Eclipse;IntelliJ IDEA;Notepad++;Rider;Vim;Visual Studio;Visual Studio Code
NA NA
.NET 8 or higher;Amazon Bedrock;RAG;Ollama
.NET 8 or higher;Amazon Bedrock;RAG;Ollama
.NET 8 or higher;Amazon Bedrock;RAG;Ollama
null
null
Windows;Ubuntu;Windows Subsystem for Linux (WSL);iOS;Debian;iPadOS;Red Hat
Windows;Ubuntu;Windows Subsystem for Linux (WSL);iOS;Debian;iPadOS;Red Hat
GitHub;GitLab;Jira
GitHub;GitLab;Jira;Obsidian
GitHub;GitLab;Jira
NA NA
Stack Overflow;Dev.to;GitHub (public projects, not private repos);Bluesky;YouTube
Stack Overflow;Dev.to;GitHub (public projects, not private repos);Bluesky;YouTube
Stack Overflow;Dev.to;GitHub (public projects, not private repos);Bluesky;YouTube
NA NA
Yes
Meta Llama (all models);Microsoft Phi-4 models;Mistral AI models
Meta Llama (all models);Microsoft Phi-4 models;Mistral AI models
Meta Llama (all models);Microsoft Phi-4 models;Mistral AI models
NA NA
Yes
A few times per month or weekly
Between 10 and 15 years
Less than once every 2 - 3 months
null
Directly open a Q&A post via search, documentation or a peer NA
Yes, somewhat
Less than half of the time
Yes, I use AI tools daily
Indifferent
Somewhat trust
Bad at handling complex tasks
Testing code;Search for answers;Generating content or synthetic data;Learning new concepts or technologies
Debugging or fixing code
Learning about a codebase;Project planning;Writing code;Documenting code;Committing and reviewing code;Deployment and monitoring;Predictive analytics;Creating or maintaining documentation
null
null
AI solutions that are almost right, but not quite
not at all
No, but I plan to
Yes, somewhat
null
null
null
null
null
null
null
The cost of using certain AI agent platforms is a barrier.
I have concerns about the security and privacy of data when using AI agents.
I am concerned about the accuracy of the information provided by AI agents.;Integrating AI agents with my existing tools and workflows can be difficult.;It takes significant time and effort to learn how to use AI agents effectively.;My company's IT and/or InfoSec teams have strict rules that do not allow me to use AI a...
null
null
null
null
null
null
null
null
null
null
When I don’t trust AI’s answers;When I want to fully understand something;When I want to learn best practices;When I want to compare different solutions;When I have ethical or security concerns about code;When I need quick help troubleshooting
null
null
8
33,745
33,746
I am a developer by profession
18-24 years old
Bachelor’s degree (B.A., B.S., B.Eng., etc.)
Student
Attending school (full-time)
null
null
null
null
null
null
Student
null
null
null
null
null
null
null
null
null
null
null
null
null
France
EUR European Euro
null
Yes
C++;HTML/CSS;JavaScript;Python;Rust;SQL;Swift;TypeScript
Python;Rust;SQL;Swift;TypeScript
Python;Rust;SQL;Swift;TypeScript
NA NA
Yes
Cloud Firestore;PostgreSQL;Supabase
PostgreSQL;Supabase
PostgreSQL;Supabase
NA NA
Yes
APT;Cargo;Docker;Firebase;Homebrew;Kubernetes;Make;npm;Pip;Supabase
APT;Cargo;Docker;Homebrew;Make;Supabase
APT;Cargo;Docker;Homebrew;Make;Supabase
NA NA
Yes
Deno;Django;Express;FastAPI;Node.js;React;Svelte
Deno;FastAPI;Svelte
Deno;FastAPI;Svelte
Solid.js Solid.js
Yes
Neovim;Sublime Text;Vim;Visual Studio Code;Xcode
Neovim;Visual Studio Code;Xcode;Zed
Neovim;Visual Studio Code;Xcode
NA NA
Polars;Large Language Model;Pydantic
Tailwind CSS 4;Polars;Large Language Model;SwiftData;Pydantic
Polars;Large Language Model;Pydantic
null
null
MacOS;iOS;iPadOS
Windows;Ubuntu
null
null
null
NA NA
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
33,746
33,747
I am a developer by profession
45-54 years old
Master’s degree (M.A., M.S., M.Eng., MBA, etc.)
Employed
None of the above
13
No, I am not new to coding and did not learn new coding techniques or programming languages
null
No, I learned something that was not related to AI or AI enablement for my personal curiosity and/or hobbies
null
26
Developer, embedded applications or devices
20 to 99 employees
Individual contributor
In-person
No
Work
Reputation for quality NA
Availability of better alternatives NA
Software Development
Solving real-world problems NA
I'm not sure
I have neither consider or transitioned into a new career or industry
4
null
Belgium
EUR European Euro
50,000
Yes
Bash/Shell (all shells);C++;Python
C++;Python
C++;Python
NA NA
No
null
null
null
NA NA
No
null
null
null
NA NA
No
null
null
null
NA NA
No
null
null
null
NA NA
c++23;Odoo
c++23;Odoo
c++23;Odoo
null
null
Ubuntu;Android
Ubuntu
null
null
null
NA NA
LinkedIn
LinkedIn
LinkedIn
NA NA
No
null
null
null
NA NA
No
Daily or almost daily
Between 10 and 15 years
I have never participated in Q&A on Stack Overflow
Long-form articles;Lists of recommendations (tools, frameworks, technologies, etc.)
Read and/or vote on comments for a Question or Answer I am interested in NA
No, not at all
I don't use AI or AI-enabled tools
No, and I don't plan to
Unfavorable
Highly distrust
I don't use AI tools for complex tasks / I don't know
null
Learning about a codebase;Project planning;Writing code;Documenting code;Debugging or fixing code;Testing code;Committing and reviewing code;Deployment and monitoring;Predictive analytics;Search for answers;Generating content or synthetic data;Creating or maintaining documentation;Learning new concepts or technologies
null
null
null
I don’t use AI tools regularly
No
No, and I don't plan to
Not at all or minimally
null
null
null
null
null
null
null
Integrating AI agents with my existing tools and workflows can be difficult.;It takes significant time and effort to learn how to use AI agents effectively.;The cost of using certain AI agent platforms is a barrier.
My company's IT and/or InfoSec teams have strict rules that do not allow me to use AI agent tools or platforms
I am concerned about the accuracy of the information provided by AI agents.;I have concerns about the security and privacy of data when using AI agents.
null
null
null
null
null
null
null
null
null
null
When I don’t trust AI’s answers;When I want to fully understand something;When I have ethical or security concerns about code;When I’m stuck and can’t explain the problem;When I need help fixing complex or unfamiliar code
Problem analysis, high level software architecture
58,007
8
33,747
33,748
I am a developer by profession
35-44 years old
Bachelor’s degree (B.A., B.S., B.Eng., etc.)
Independent contractor, freelancer, or self-employed
None of the above
17
No, I am not new to coding and did not learn new coding techniques or programming languages
null
No, I didn't spend time learning in the past year
null
28
Developer, full-stack
null
null
null
No
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
33,748
33,749
I am a developer by profession
45-54 years old
Some college/university study without earning a degree
Independent contractor, freelancer, or self-employed
Engaged in paid work (20-29 hours per week)
35
No, I am not new to coding and did not learn new coding techniques or programming languages
null
Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies
Technical documentation (is generated for/by the tool or system);Other online resources (e.g. standard search, forum, online community);Blogs or podcasts
38
Developer, desktop or enterprise applications
Just me - I am a freelancer, sole proprietor, etc.
Individual contributor
Hybrid (some in-person, leans heavy to flexibility)
Yes, I influenced the purchase of a substantial addition to the tech stack
Work
Costs are manageable NA
Poor usability NA
Software Development
Job stability and career growth with a single employer NA
Yes
I have somewhat considered changing my career and/or the industry I work in
5
3
Czech Republic
CZK Czech koruna
null
Yes
C#;Delphi;PowerShell;SQL
null
null
NA NA
Yes
MariaDB;Microsoft SQL Server
null
null
Firebird SQL NA
No
null
null
null
NA NA
No
null
null
null
NA NA
Yes
Visual Studio;Visual Studio Code
null
null
Delphi NA
Delphi 12+ Athens
null
null
null
null
MacOS;iPadOS
Windows;Ubuntu;Android;Windows Subsystem for Linux (WSL);iOS;Linux (non-WSL);Red Hat
GitHub;Jira
null
null
Waka NA
Stack Overflow;Discord;GitHub (public projects, not private repos);YouTube
null
null
NA NA
No
null
null
null
NA NA
No
A few times per week
Between 5 and 10 years
I have never participated in Q&A on Stack Overflow
Message Boards
Directly open a Q&A post via search, documentation or a peer NA
No, not really
Rarely, almost never
Yes, I use AI tools monthly or infrequently
Favorable
Neither trust nor distrust
Bad at handling complex tasks
Search for answers;Generating content or synthetic data
Project planning;Debugging or fixing code;Committing and reviewing code;Deployment and monitoring;Predictive analytics;Learning new concepts or technologies
Learning about a codebase;Writing code
Documenting code;Testing code;Creating or maintaining documentation
null
AI solutions that are almost right, but not quite;Debugging AI-generated code is more time-consuming
null
No, I use AI exclusively in copilot/autocomplete mode
No, but my development work has significantly changed due to non-AI factors
Software engineering
null
AI agents have helped me automate repetitive tasks.;AI agents have accelerated my learning about new technologies or codebases.;AI agents have reduced the time spent on specific development tasks.
AI agents have increased my productivity.;AI agents have improved collaboration within my team.
AI agents have improved the quality of my code.
null
AI agents have helped me solve complex problems more effectively.
Integrating AI agents with my existing tools and workflows can be difficult.;It takes significant time and effort to learn how to use AI agents effectively.;The cost of using certain AI agent platforms is a barrier.
null
I am concerned about the accuracy of the information provided by AI agents.;I have concerns about the security and privacy of data when using AI agents.
My company's IT and/or InfoSec teams have strict rules that do not allow me to use AI agent tools or platforms
null
null
null
null
null
null
null
null
null
When I don’t trust AI’s answers;When I want to compare different solutions
null
null
8
33,749
33,750
I am a developer by profession
25-34 years old
Master’s degree (M.A., M.S., M.Eng., MBA, etc.)
Employed
null
8
Yes, I am not new to coding but am learning new coding techniques or programming language
Other online resources (e.g. standard search, forum, online community);Books / Physical media;Videos (not associated with specific online course or certification);Technical documentation (is generated for/by the tool or system);Blogs or podcasts
No, I learned something that was not related to AI or AI enablement for my personal curiosity and/or hobbies
null
10
Developer, back-end
10,000 or more employees
Individual contributor
Hybrid (some remote, leans heavy to in-person)
Yes, I endorsed a tool that was open-source and is currently used by more than just myself but no purchase was made
Personal Project
Easy-to-use API NA
Poor usability NA
Software Development
Solving real-world problems NA
I'm not sure
I have somewhat considered changing my career and/or the industry I work in
null
null
United States of America
USD United States dollar
null
Yes
Bash/Shell (all shells);C;GDScript;HTML/CSS;Python;Rust
Bash/Shell (all shells);C;Rust;TypeScript;Gleam
Bash/Shell (all shells);C;Rust
NA NA
Yes
Elasticsearch;Redis;SQLite
Elasticsearch;SQLite
Elasticsearch;SQLite
NA NA
Yes
Cargo;Docker;Pacman;Yarn
Cargo;Docker;Pacman;Podman
Cargo;Docker;Pacman
NA Nix
Yes
Flask;Axum
Deno;FastAPI;Axum
Axum
NA NA
No
null
null
null
NA NA
null
null
null
null
null
Ubuntu;Linux (non-WSL);Arch;Pop!_OS
MacOS;Linux (non-WSL);Red Hat
GitHub;Markdown File;Miro
Markdown File;Miro
Markdown File;Miro
NA NA
GitHub (public projects, not private repos)
null
null
NA NA
No
null
null
null
NA NA
No
Daily or almost daily
Between 5 and 10 years
I have never participated in Q&A on Stack Overflow
null
Browse content related to Q&A posts I recently viewed NA
No, not really
I don't use AI or AI-enabled tools
No, and I don't plan to
Very unfavorable
Highly distrust
I don't use AI tools for complex tasks / I don't know
null
Writing code;Committing and reviewing code
Learning about a codebase;Project planning;Documenting code;Debugging or fixing code;Deployment and monitoring;Search for answers;Creating or maintaining documentation;Learning new concepts or technologies
Testing code;Predictive analytics;Generating content or synthetic data
null
AI solutions that are almost right, but not quite;Debugging AI-generated code is more time-consuming;It’s hard to understand how or why the code works
null
No, and I don't plan to
Not at all or minimally
null
null
null
null
null
null
null
It takes significant time and effort to learn how to use AI agents effectively.;The cost of using certain AI agent platforms is a barrier.
null
I am concerned about the accuracy of the information provided by AI agents.;I have concerns about the security and privacy of data when using AI agents.
Integrating AI agents with my existing tools and workflows can be difficult.;My company's IT and/or InfoSec teams have strict rules that do not allow me to use AI agent tools or platforms
null
null
null
null
null
null
null
null
null
When I don’t trust AI’s answers;When I want to fully understand something;When I want to learn best practices;When I want to compare different solutions;When I have ethical or security concerns about code;When I’m stuck and can’t explain the problem;When I need help fixing complex or unfamiliar code
communication skills
null
7
33,750
33,751
I am a developer by profession
18-24 years old
Bachelor’s degree (B.A., B.S., B.Eng., etc.)
Employed
None of the above
3
Yes, I am not new to coding but am learning new coding techniques or programming language
Other online resources (e.g. standard search, forum, online community);Videos (not associated with specific online course or certification);Stack Overflow or Stack Exchange;AI CodeGen tools or AI-enabled apps
Yes, I learned how to use AI-enabled tools required for my job or to benefit my career
AI CodeGen tools or AI-enabled apps;Technical documentation (is generated for/by the tool or system)
5
Developer, full-stack
100 to 499 employees
Individual contributor
Your choice (very flexible, you can come in when you want or just as needed)
Yes, I influenced the purchase of a tool that more than five colleagues use but it is not a substantial addition to the tech stack
null
null
null
Software Development
null
I'm not sure
null
null
null
Ukraine
UAH Ukrainian hryvnia
32,000
null
HTML/CSS;JavaScript;Python;SQL;TypeScript
Go;Python;SQL;TypeScript
Python;SQL;TypeScript
NA NA
Yes
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
NA NA
null
null
null
null
NA NA
Not sure/can't remember
A few times per month or weekly
Between 1 and 3 years
null
null
null
Not sure
About half of the time
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
767
null
33,751
33,752
I am a developer by profession
65 years or older
Professional degree (JD, MD, Ph.D, Ed.D, etc.)
Retired
None of the above
45
Yes, I am not new to coding but am learning new coding techniques or programming language
Other online resources (e.g. standard search, forum, online community);Books / Physical media;Stack Overflow or Stack Exchange;Technical documentation (is generated for/by the tool or system)
No, I learned something that was not related to AI or AI enablement for my personal curiosity and/or hobbies
null
50
Retired
null
null
null
null
Personal Project
Other (please specify): Free as in beer
Prohibitive pricing No source code available
null
Autonomy and trust to manage your own tasks NA
null
null
null
6
Australia
AUD Australian dollar
null
Yes
Assembly;Bash/Shell (all shells);C;C++;Fortran;Perl;Python;Swift
Assembly;Bash/Shell (all shells);C;C++;Go;Python;Rust;Swift
Assembly;Bash/Shell (all shells);C;C++;Python;Swift
Vulcan, Metal Vulcan, Metal
No
null
null
null
NA NA
No
null
null
null
NA NA
No
null
null
null
NA NA
Yes
Visual Studio;Visual Studio Code;Xcode
Jupyter Notebook/JupyterLab;Visual Studio;Visual Studio Code;Xcode
Visual Studio;Visual Studio Code;Xcode
NA NA
c++23
c++23;Large Language Model
c++23
null
null
MacOS;Linux (non-WSL)
MacOS;Linux (non-WSL)
Doxygen;GitHub
Doxygen;GitHub
Doxygen;GitHub
NA NA
Stack Overflow;Stack Exchange;Reddit;GitHub (public projects, not private repos);Slack (public channels, not work);YouTube
Stack Overflow;Stack Exchange;GitHub (public projects, not private repos)
Stack Overflow;Stack Exchange;GitHub (public projects, not private repos)
NA NA
No
null
null
null
NA NA
Yes
A few times per week
Between 10 and 15 years
Infrequently, less than once per year
Lists of recommendations (tools, frameworks, technologies, etc.);Day-in-the-life profiles/interviews with experts
Directly open a Q&A post via search, documentation or a peer NA
Yes, definitely
I don't use AI or AI-enabled tools
No, and I don't plan to
Indifferent
Somewhat distrust
I don't use AI tools for complex tasks / I don't know
null
Project planning;Documenting code;Testing code;Committing and reviewing code;Deployment and monitoring;Predictive analytics;Generating content or synthetic data;Creating or maintaining documentation;Other (write in):
Learning about a codebase;Writing code;Debugging or fixing code;Search for answers;Learning new concepts or technologies
null
null
I don’t use AI tools regularly
No
No, and I don't plan to
Not at all or minimally
null
null
null
null
null
null
null
Integrating AI agents with my existing tools and workflows can be difficult.;The cost of using certain AI agent platforms is a barrier.;My company's IT and/or InfoSec teams have strict rules that do not allow me to use AI agent tools or platforms
null
I am concerned about the accuracy of the information provided by AI agents.
It takes significant time and effort to learn how to use AI agents effectively.;Write in the most significant challenge if not listed above:
I have concerns about the security and privacy of data when using AI agents.
null
null
null
null
null
null
null
null
When I don’t trust AI’s answers;When I want to fully understand something;When I want to learn best practices;When I have ethical or security concerns about code;When I’m stuck and can’t explain the problem;When I need help fixing complex or unfamiliar code
Knowing how to work with AI, when to trust it, when not to.
null
7
33,752
33,753
I am a developer by profession
35-44 years old
Bachelor’s degree (B.A., B.S., B.Eng., etc.)
Employed
None of the above
13
null
null
Yes, I learned how to use AI-enabled tools required for my job or to benefit my career
null
13
Developer, back-end
100 to 499 employees
Individual contributor
Your choice (very flexible, you can come in when you want or just as needed)
No
Work
Reputation for quality NA
Availability of better alternatives NA
Software Development
Working with new technologies and tools NA
I'm not sure
I have neither consider or transitioned into a new career or industry
null
null
Jamaica
KYD Cayman Islands dollar
null
Yes
Java;Python
Java;Python
Java;Python
NA NA
null
MongoDB
Databricks SQL;MongoDB
MongoDB
NA NA
null
Docker;Homebrew;Maven (build tool);Poetry;Terraform
Docker;Gradle;Homebrew;Poetry;Terraform
Docker;Homebrew;Poetry;Terraform
NA NA
null
Spring Boot
Spring Boot
Spring Boot
NA NA
null
Cursor;IntelliJ IDEA;Visual Studio Code
IntelliJ IDEA;Visual Studio Code
IntelliJ IDEA;Visual Studio Code
NA NA
null
null
null
null
null
MacOS
MacOS;Ubuntu
Azure Devops;Confluence;GitHub;Jira;Lucid (includes Lucidchart);Markdown File
Azure Devops;Confluence;GitHub;Lucid (includes Lucidchart)
Azure Devops;Confluence;GitHub;Lucid (includes Lucidchart)
NA NA
null
null
null
NA NA
null
Anthropic: Claude Sonnet;Gemini (Pro Reasoning models)
Anthropic: Claude Sonnet;Gemini (Pro Reasoning models)
Anthropic: Claude Sonnet;Gemini (Pro Reasoning models)
NA NA
Yes
A few times per month or weekly
Between 5 and 10 years
null
null
null
Yes, somewhat
null
Yes, I use AI tools weekly
Favorable
null
null
null
null
null
null
null
null
null
null
Yes, somewhat
Software engineering
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
8
33,753
33,754
I am a developer by profession
18-24 years old
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
33,754
33,755
I am a developer by profession
25-34 years old
Bachelor’s degree (B.A., B.S., B.Eng., etc.)
Employed
Caring for dependents (children, elderly, etc.)
8
Yes, I am not new to coding but am learning new coding techniques or programming language
Other online resources (e.g. standard search, forum, online community);Books / Physical media;Videos (not associated with specific online course or certification);Stack Overflow or Stack Exchange;Technical documentation (is generated for/by the tool or system);AI CodeGen tools or AI-enabled apps;Blogs or podcasts
Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies
AI CodeGen tools or AI-enabled apps;Technical documentation (is generated for/by the tool or system);Videos (not associated with specific online course or certification);Other online resources (e.g. standard search, forum, online community);Blogs or podcasts
20
Developer, mobile
1,000 to 4,999 employees
Individual contributor
Hybrid (some remote, leans heavy to in-person)
No
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
33,755
33,756
I am a developer by profession
35-44 years old
Bachelor’s degree (B.A., B.S., B.Eng., etc.)
Employed
Caring for dependents (children, elderly, etc.)
5
Yes, I am not new to coding but am learning new coding techniques or programming language
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
33,756
33,757
I am a developer by profession
25-34 years old
Bachelor’s degree (B.A., B.S., B.Eng., etc.)
Employed
Volunteering (regularly)
6
Yes, I am not new to coding but am learning new coding techniques or programming language
Online Courses or Certification (includes all media types);Other online resources (e.g. standard search, forum, online community);Stack Overflow or Stack Exchange;Technical documentation (is generated for/by the tool or system)
No, I learned something that was not related to AI or AI enablement as required for my job or to benefit my career
null
15
Cloud infrastructure engineer
100 to 499 employees
Individual contributor
Hybrid (some in-person, leans heavy to flexibility)
Yes, I influenced the purchase of a substantial addition to the tech stack
Personal Project
Connected to an open-source project NA
Prohibitive pricing NA
Retail and Consumer Services
You like your manager NA
No
I have neither consider or transitioned into a new career or industry
5
3
Netherlands
EUR European Euro
103,000
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
Yes, I use AI tools monthly or infrequently
Unfavorable
Somewhat distrust
Very poor at handling complex tasks
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
119,495
8
33,757
33,758
I am a developer by profession
18-24 years old
Other (please specify):
Student
Attending school (full-time)
1
Yes, I am not new to coding but am learning new coding techniques or programming language
AI CodeGen tools or AI-enabled apps
null
null
3
Student
null
null
null
null
Work
AI integration or AI Agent capabilities NA
Ethical concerns NA
null
null
No
I have transitioned into a new career and/or industry involuntarily
3
3
Kenya
KES Kenyan shilling
0
Yes
HTML/CSS
Ada;Assembly;Java;JavaScript;Kotlin;MATLAB;MicroPython
null
NA NA
Yes
null
null
null
NA NA
Yes
null
null
null
NA NA
Yes
null
null
null
NA NA
Yes
null
null
null
NA NA
null
null
null
null
null
Windows
Windows
null
null
null
NA NA
null
null
null
NA NA
null
null
null
null
NA NA
Yes
null
Less than one year
null
null
null
Neutral
Rarely, almost never
Yes, I use AI tools daily
Very favorable
Highly trust
null
null
null
null
null
Learning about a codebase;Project planning;Writing code;Documenting code;Debugging or fixing code;Testing code;Committing and reviewing code;Deployment and monitoring;Predictive analytics;Search for answers
Debugging AI-generated code is more time-consuming
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
9
33,758
33,759
I am learning to code
18-24 years old
Master’s degree (M.A., M.S., M.Eng., MBA, etc.)
Student
Engaged in paid work (20-29 hours per week);Attending school (full-time)
null
Yes, I am not new to coding but am learning new coding techniques or programming language
Online Courses or Certification (includes all media types);Other online resources (e.g. standard search, forum, online community);Videos (not associated with specific online course or certification);Stack Overflow or Stack Exchange;Technical documentation (is generated for/by the tool or system);AI CodeGen tools or AI-...
Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies
Videos (not associated with specific online course or certification);Blogs or podcasts
4
Student
I don’t know
Individual contributor
Remote
No
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
33,759
33,760
I am a developer by profession
35-44 years old
Bachelor’s degree (B.A., B.S., B.Eng., etc.)
Employed
Caring for dependents (children, elderly, etc.)
10
Yes, I am not new to coding but am learning new coding techniques or programming language
Online Courses or Certification (includes all media types);Other online resources (e.g. standard search, forum, online community);Videos (not associated with specific online course or certification);Stack Overflow or Stack Exchange;Colleague or on-the-job training
No, I learned something that was not related to AI or AI enablement for my personal curiosity and/or hobbies
null
15
Developer, full-stack
500 to 999 employees
Individual contributor
Hybrid (some in-person, leans heavy to flexibility)
No
Work
Reliability and low latency NA
Security or privacy concerns NA
Other:
null
null
null
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
33,760
33,761
I am a developer by profession
35-44 years old
Master’s degree (M.A., M.S., M.Eng., MBA, etc.)
Employed
Caring for dependents (children, elderly, etc.)
24
Yes, I am not new to coding but am learning new coding techniques or programming language
Online Courses or Certification (includes all media types);Other online resources (e.g. standard search, forum, online community);Videos (not associated with specific online course or certification);Stack Overflow or Stack Exchange;Technical documentation (is generated for/by the tool or system);Blogs or podcasts
Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies
Videos (not associated with specific online course or certification);Blogs or podcasts;Stack Overflow or Stack Exchange
30
Developer, full-stack
500 to 999 employees
Individual contributor
In-person
Yes, I endorsed a tool that was ultimately not purchased or used at my organization
Personal Project
null
null
Software Development
null
No
I have somewhat considered changing my career and/or the industry I work in
4
2
Russian Federation
RUB Russian ruble
3,000,000
null
Bash/Shell (all shells);C;Go;Java;Python;Rust;SQL
Zig
null
NA NA
null
PostgreSQL
MongoDB
null
NA NA
Yes
Docker;Make;Maven (build tool);Pip
Podman
null
NA NA
Yes
Django;jQuery
null
null
NA NA
Yes
IntelliJ IDEA;PyCharm;Vim;Visual Studio Code
Zed
null
NA NA
null
null
null
null
null
Windows;Ubuntu;Debian;Arch
null
GitHub;GitLab;Redmine
null
null
NA NA
Stack Overflow;Hacker News
null
null
NA NA
No
null
null
null
NA NA
Yes
Daily or almost daily
Between 10 and 15 years
Infrequently, less than once per year
Long-form articles;Videos;Coding challenges;Chat (bot/AI)
Read and/or vote on comments for a Question or Answer I am interested in NA
Yes, somewhat
Less than half of the time
Yes, I use AI tools weekly
Indifferent
Neither trust nor distrust
Neither good or bad at handling complex tasks
Documenting code;Creating or maintaining documentation
Learning about a codebase;Project planning;Committing and reviewing code;Deployment and monitoring;Predictive analytics;Learning new concepts or technologies
Debugging or fixing code
Writing code;Testing code;Search for answers;Generating content or synthetic data
null
I’ve become less confident in my own problem-solving
null
Yes, I use AI agents at work monthly or infrequently
Not at all or minimally
Software engineering
null
AI agents have increased my productivity.;AI agents have improved the quality of my code.;AI agents have accelerated my learning about new technologies or codebases.;AI agents have reduced the time spent on specific development tasks.
AI agents have helped me solve complex problems more effectively.
AI agents have helped me automate repetitive tasks.
null
AI agents have improved collaboration within my team.
null
null
null
null
null
null
null
null
null
null
null
null
null
When I want to fully understand something;When I want to learn best practices;When I want to compare different solutions
null
38,278
5
33,761
33,762
I am a developer by profession
45-54 years old
Bachelor’s degree (B.A., B.S., B.Eng., etc.)
Employed
None of the above
30
Yes, I am not new to coding but am learning new coding techniques or programming language
Other online resources (e.g. standard search, forum, online community);Technical documentation (is generated for/by the tool or system);AI CodeGen tools or AI-enabled apps
No, I learned something that was not related to AI or AI enablement as required for my job or to benefit my career
null
36
Developer, full-stack
500 to 999 employees
Individual contributor
Hybrid (some remote, leans heavy to in-person)
No
Work
Easy-to-use API NA
Security or privacy concerns NA
Retail and Consumer Services
Competitive pay and benefits NA
No
I have transitioned into a new career and/or industry voluntarily
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
5
33,762
33,763
I am a developer by profession
35-44 years old
Professional degree (JD, MD, Ph.D, Ed.D, etc.)
Employed
None of the above
8
No, I am not new to coding and did not learn new coding techniques or programming languages
null
No, I didn't spend time learning in the past year
null
10
Academic researcher
Less than 20 employees
Individual contributor
Your choice (very flexible, you can come in when you want or just as needed)
No
Work
Good brand and public image NA
Prohibitive pricing NA
Other:
null
null
null
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
33,763
33,764
I am a developer by profession
25-34 years old
Bachelor’s degree (B.A., B.S., B.Eng., etc.)
Employed
Engaged in paid work (20-29 hours per week)
5
No, I am not new to coding and did not learn new coding techniques or programming languages
null
Yes, I learned how to use AI-enabled tools required for my job or to benefit my career
AI CodeGen tools or AI-enabled apps;Technical documentation (is generated for/by the tool or system);Stack Overflow or Stack Exchange
5
Developer, full-stack
100 to 499 employees
Individual contributor
Remote
Yes, I endorsed a tool that was ultimately not purchased or used at my organization
Work
Robust and complete API NA
Ethical concerns NA
Retail and Consumer Services
null
Yes
I have somewhat considered changing my career and/or the industry I work in
5
5
India
INR Indian rupee
1,700,000
Yes
C#;Python;SQL
Bash/Shell (all shells);Python;SQL
Python;SQL
NA NA
Yes
Microsoft SQL Server;PostgreSQL
Databricks SQL;Microsoft SQL Server;PostgreSQL;Redis
Microsoft SQL Server;PostgreSQL
NA NA
Yes
Amazon Web Services (AWS);Supabase
Amazon Web Services (AWS);Docker;Supabase
Amazon Web Services (AWS);Supabase
NA NA
Yes
ASP.NET;ASP.NET Core
null
null
NA NA
Yes
Cursor
Claude Code;Cline and/or Roo;Cursor;Windsurf
Cursor
NA NA
null
null
null
null
null
Windows;Windows Subsystem for Linux (WSL)
Windows;Windows Subsystem for Linux (WSL)
Azure Devops;GitLab;Jira
Azure Devops;GitLab
Azure Devops;GitLab
NA NA
Stack Overflow;Stack Exchange;Discord;Reddit;Substack
Stack Overflow;Stack Exchange;Discord;Reddit;Substack
Stack Overflow;Stack Exchange;Discord;Reddit;Substack
NA NA
Yes
Anthropic: Claude Sonnet
Anthropic: Claude Sonnet
Anthropic: Claude Sonnet
NA NA
Yes
Less than once every 2 - 3 months
Between 3 and 5 years
Infrequently, less than once per year
null
Read and/or vote on comments for a Question or Answer I am interested in NA
Yes, somewhat
More than half the time
Yes, I use AI tools daily
Very favorable
Highly trust
Very well at handling complex tasks
null
null
null
null
Learning about a codebase;Project planning;Writing code;Documenting code;Debugging or fixing code;Testing code;Committing and reviewing code;Deployment and monitoring;Predictive analytics;Search for answers;Generating content or synthetic data;Creating or maintaining documentation;Learning new concepts or technologies
AI solutions that are almost right, but not quite;Debugging AI-generated code is more time-consuming;I’ve become less confident in my own problem-solving;Other (write in):;It’s hard to understand how or why the code works
yes, vibe coding is part of my professional development achieved through cursor ide
Yes, I use AI agents at work weekly
Yes, somewhat
Software engineering
null
null
null
AI agents have improved collaboration within my team.
AI agents have increased my productivity.;AI agents have helped me automate repetitive tasks.;AI agents have improved the quality of my code.;AI agents have accelerated my learning about new technologies or codebases.;AI agents have helped me solve complex problems more effectively.;AI agents have reduced the time spen...
null
null
My company's IT and/or InfoSec teams have strict rules that do not allow me to use AI agent tools or platforms
I am concerned about the accuracy of the information provided by AI agents.;Integrating AI agents with my existing tools and workflows can be difficult.;It takes significant time and effort to learn how to use AI agents effectively.;The cost of using certain AI agent platforms is a barrier.;I have concerns about the se...
null
null
supabase
null
null
null
null
null
ChatGPT;Claude Code
null
When I want to fully understand something;When I want to compare different solutions;When I have ethical or security concerns about code;When I need help fixing complex or unfamiliar code;When I need quick help troubleshooting
AI,DS, MLOPS
19,761
3
33,764
33,765
I am a developer by profession
25-34 years old
Bachelor’s degree (B.A., B.S., B.Eng., etc.)
Not employed
None of the above
3
Yes, I am not new to coding but am learning new coding techniques or programming language
Online Courses or Certification (includes all media types);Videos (not associated with specific online course or certification);Stack Overflow or Stack Exchange;Technical documentation (is generated for/by the tool or system);Blogs or podcasts
No, I learned something that was not related to AI or AI enablement as required for my job or to benefit my career
null
2
Founder, technology or otherwise
null
null
null
null
Personal Project
Costs are manageable NA
Security or privacy concerns NA
null
Competitive pay and benefits NA
I'm not sure
I have somewhat considered changing my career and/or the industry I work in
null
null
Ukraine
UAH Ukrainian hryvnia
null
Yes
Bash/Shell (all shells);HTML/CSS;JavaScript;SQL;TypeScript
Bash/Shell (all shells);Go;HTML/CSS;JavaScript;SQL;Swift;TypeScript
Bash/Shell (all shells);HTML/CSS;JavaScript;SQL;TypeScript
NA NA
Yes
PostgreSQL;SQLite
PostgreSQL;Redis
PostgreSQL
NA NA
No
null
null
null
NA NA
Yes
Node.js;Nuxt.js;Vue.js
Deno;Node.js;Nuxt.js;Vue.js
Node.js;Nuxt.js;Vue.js
NA NA
No
null
null
null
NA NA
null
null
null
null
null
Windows;MacOS;iOS;Debian
MacOS
GitHub;GitLab
GitHub;GitLab
GitHub;GitLab
NA NA
Stack Overflow;Stack Exchange;Discord;Reddit;Dev.to;Hacker News;GitHub (public projects, not private repos);YouTube
Stack Overflow;Stack Exchange;Discord;Reddit;Dev.to;Hacker News;GitHub (public projects, not private repos);YouTube
Stack Overflow;Stack Exchange;Discord;Reddit;Dev.to;Hacker News;GitHub (public projects, not private repos);YouTube
NA NA
No
null
null
null
NA NA
Yes
A few times per week
Between 3 and 5 years
Infrequently, less than once per year
Chat (people);Lists of recommendations (tools, frameworks, technologies, etc.);Job board
Directly open a Q&A post via search, documentation or a peer NA
No, not really
I don't use AI or AI-enabled tools
No, but I plan to soon
Indifferent
Somewhat distrust
I don't use AI tools for complex tasks / I don't know
null
Learning about a codebase;Project planning;Writing code;Documenting code;Testing code;Deployment and monitoring;Predictive analytics;Generating content or synthetic data;Creating or maintaining documentation;Learning new concepts or technologies;Other (write in):
Debugging or fixing code;Committing and reviewing code;Search for answers
null
null
I don’t use AI tools regularly
no
No, but I plan to
Not at all or minimally
null
null
null
null
null
null
null
The cost of using certain AI agent platforms is a barrier.
null
I am concerned about the accuracy of the information provided by AI agents.;Integrating AI agents with my existing tools and workflows can be difficult.;It takes significant time and effort to learn how to use AI agents effectively.;I have concerns about the security and privacy of data when using AI agents.;My company...
null
null
null
null
null
null
null
null
null
null
When I want to learn best practices;When I want to compare different solutions;When I have ethical or security concerns about code;When I’m stuck and can’t explain the problem
Solving new complex real world problems / creating solutions
null
10
33,765
33,766
I am a developer by profession
25-34 years old
Master’s degree (M.A., M.S., M.Eng., MBA, etc.)
I prefer not to say
null
null
Yes, I am not new to coding but am learning new coding techniques or programming language
Other online resources (e.g. standard search, forum, online community);Technical documentation (is generated for/by the tool or system);AI CodeGen tools or AI-enabled apps
Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies
AI CodeGen tools or AI-enabled apps;Videos (not associated with specific online course or certification);Other online resources (e.g. standard search, forum, online community)
6
Developer, back-end
null
null
null
null
Personal Project
Robust and complete API NA
Poor usability NA
null
Competitive pay and benefits NA
I'm not sure
I have neither consider or transitioned into a new career or industry
null
4
India
INR Indian rupee
null
Yes
C;HTML/CSS;JavaScript;PHP;Python;Rust;SQL
Rust;SQL
Rust;SQL
NA NA
Yes
Databricks SQL;MongoDB;MySQL
Databricks SQL;MySQL
Databricks SQL;MySQL
NA NA
No
null
null
null
NA NA
Yes
Express;Flask;Node.js;React
Express;Flask;Node.js;React
Express;Flask;Node.js;React
NA NA
Yes
Neovim;Vim;Visual Studio
Neovim;Vim;Visual Studio
Neovim;Vim;Visual Studio
NA NA
null
null
null
null
null
Windows
Windows
GitHub
GitHub
GitHub
NA NA
Stack Overflow;Discord;Hashnode;GitHub (public projects, not private repos);YouTube;LinkedIn;Medium
Stack Overflow;Discord;Hashnode;GitHub (public projects, not private repos);YouTube;LinkedIn;Medium
Stack Overflow;Discord;Hashnode;GitHub (public projects, not private repos);YouTube;LinkedIn;Medium
NA NA
Yes
Gemini (Flash general purpose models);openAI Reasoning models
openAI Reasoning models;X Grok models
openAI Reasoning models
NA NA
Yes
A few times per week
Between 1 and 3 years
I have never participated in Q&A on Stack Overflow
Chat (people);Long-form articles;Coding challenges;Logic games/puzzles;Lists of recommendations (tools, frameworks, technologies, etc.);Direct messaging of users;Job board;Day-in-the-life profiles/interviews with experts
Answer a question NA
Yes, somewhat
I don't use AI or AI-enabled tools
No, and I don't plan to
Unfavorable
Neither trust nor distrust
Neither good or bad at handling complex tasks
null
Writing code
Deployment and monitoring;Generating content or synthetic data;Creating or maintaining documentation
Learning about a codebase;Documenting code;Testing code;Committing and reviewing code;Predictive analytics
Project planning;Debugging or fixing code;Search for answers;Learning new concepts or technologies
AI solutions that are almost right, but not quite;Debugging AI-generated code is more time-consuming
Not at all, vibe coding is the exact opposite of actual software development. Vibe coding has nothing to do with professional development
No, and I don't plan to
Not at all or minimally
null
null
null
null
null
null
null
I am concerned about the accuracy of the information provided by AI agents.
It takes significant time and effort to learn how to use AI agents effectively.
Integrating AI agents with my existing tools and workflows can be difficult.;The cost of using certain AI agent platforms is a barrier.;I have concerns about the security and privacy of data when using AI agents.;My company's IT and/or InfoSec teams have strict rules that do not allow me to use AI agent tools or platfo...
null
null
null
null
null
null
null
null
null
null
When I want to fully understand something;When I want to learn best practices;When I have ethical or security concerns about code;When I’m stuck and can’t explain the problem;When I need help fixing complex or unfamiliar code;I don’t think I’ll need help from people anymore
I think sharpening skills and continuing learning new tech and upgrading self would surely make developers to remain valuable
null
null
33,766
33,767
I am not primarily a developer, but I write code sometimes as part of my work/studies
35-44 years old
Professional degree (JD, MD, Ph.D, Ed.D, etc.)
Employed
Engaged in paid work (20-29 hours per week)
10
Yes, I am not new to coding but am learning new coding techniques or programming language
Videos (not associated with specific online course or certification);AI CodeGen tools or AI-enabled apps
Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies
Videos (not associated with specific online course or certification);Blogs or podcasts
20
Academic researcher
1,000 to 4,999 employees
Individual contributor
Hybrid (some remote, leans heavy to in-person)
Yes, I endorsed a tool that was open-source and is currently used by more than just myself but no purchase was made
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
33,767
33,768
I code primarily as a hobby
18-24 years old
Associate degree (A.A., A.S., etc.)
Employed
null
5
Yes, I am not new to coding but am learning new coding techniques or programming language
Videos (not associated with specific online course or certification);Stack Overflow or Stack Exchange;Technical documentation (is generated for/by the tool or system)
No, I learned something that was not related to AI or AI enablement for my personal curiosity and/or hobbies
null
7
Developer, front-end
100 to 499 employees
Individual contributor
Your choice (very flexible, you can come in when you want or just as needed)
No
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
33,768
33,769
I am a developer by profession
45-54 years old
Master’s degree (M.A., M.S., M.Eng., MBA, etc.)
Employed
Caring for dependents (children, elderly, etc.);Volunteering (regularly);Engaged in paid work (20-29 hours per week)
24
No, I am not new to coding and did not learn new coding techniques or programming languages
null
Yes, I learned how to use AI-enabled tools required for my job or to benefit my career
Blogs or podcasts;Books / Physical media
24
Architect, software or solutions
10,000 or more employees
Individual contributor
Hybrid (some remote, leans heavy to in-person)
Yes, I influenced the purchase of a substantial addition to the tech stack
Work
null
null
null
null
I'm not sure
I have strongly considered changing my career and/or the industry I work in
null
null
United States of America
USD United States dollar
null
Yes
Java;Python;Scala;SQL
Java;Python;Rust;Scala;SQL
Java;Python;Scala;SQL
NA NA
Yes
null
null
null
NA NA
null
null
null
null
NA NA
No
null
null
null
NA NA
Yes
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
NA NA
Yes
null
null
null
NA NA
Yes
Daily or almost daily
More than 15 years, or since Stack Overflow started in 2008
Daily or almost daily
Day-in-the-life profiles/interviews with experts;Chat (bot/AI)
null
Yes, definitely
Rarely, almost never
Yes, I use AI tools daily
Favorable
Highly trust
Very well at handling complex tasks
null
null
null
null
Learning about a codebase;Project planning;Writing code;Documenting code;Debugging or fixing code;Testing code;Committing and reviewing code;Deployment and monitoring;Predictive analytics;Search for answers;Generating content or synthetic data;Creating or maintaining documentation;Learning new concepts or technologies
AI solutions that are almost right, but not quite;It’s hard to understand how or why the code works;I haven’t encountered any problems
null
null
null
Software engineering;Data and analytics;Cybersecurity
null
AI agents have increased my productivity.;AI agents have helped me automate repetitive tasks.;AI agents have improved the quality of my code.;AI agents have accelerated my learning about new technologies or codebases.;AI agents have helped me solve complex problems more effectively.;AI agents have reduced the time spen...
null
null
null
null
null
null
null
I am concerned about the accuracy of the information provided by AI agents.;Integrating AI agents with my existing tools and workflows can be difficult.;It takes significant time and effort to learn how to use AI agents effectively.;The cost of using certain AI agent platforms is a barrier.;I have concerns about the se...
null
null
null
null
null
null
null
null
null
When I’m stuck and can’t explain the problem;When I need quick help troubleshooting
null
null
8
33,769
33,770
I am a developer by profession
25-34 years old
Master’s degree (M.A., M.S., M.Eng., MBA, etc.)
Employed
None of the above
9
No, I am not new to coding and did not learn new coding techniques or programming languages
null
No, I learned something that was not related to AI or AI enablement for my personal curiosity and/or hobbies
null
8
Developer, back-end
1,000 to 4,999 employees
Individual contributor
Hybrid (some remote, leans heavy to in-person)
Yes, I endorsed a tool that was open-source and is currently used by more than just myself but no purchase was made
Work
Costs are manageable NA
Prohibitive pricing NA
Higher Education
You like your manager NA
No
I have neither consider or transitioned into a new career or industry
3
2
Czech Republic
CZK Czech koruna
600,000
Yes
Java;SQL
Java;SQL
Java;SQL
NA NA
Yes
PostgreSQL
PostgreSQL
PostgreSQL
NA NA
Yes
Gradle;Maven (build tool)
Maven (build tool)
Maven (build tool)
NA NA
Yes
Spring Boot
Spring Boot
Spring Boot
NA NA
Yes
Android Studio;IntelliJ IDEA
IntelliJ IDEA
IntelliJ IDEA
NA NA
null
null
null
null
null
Windows;iOS
Windows;MacOS;Android;iOS;Linux (non-WSL)
Confluence;GitLab;Jira
Confluence;GitLab;Jira
Confluence;GitLab;Jira
XWiki NA
Stack Overflow;Stack Exchange;Reddit;LinkedIn
Stack Overflow;Stack Exchange
Stack Overflow;Stack Exchange
NA NA
No
null
null
null
NA NA
Yes
A few times per week
Between 5 and 10 years
Infrequently, less than once per year
Long-form articles;Lists of recommendations (tools, frameworks, technologies, etc.);Day-in-the-life profiles/interviews with experts
Directly open a Q&A post via search, documentation or a peer NA
No, not really
I don't use AI or AI-enabled tools
No, and I don't plan to
Very unfavorable
Highly distrust
I don't use AI tools for complex tasks / I don't know
null
Learning about a codebase;Project planning;Writing code;Documenting code;Debugging or fixing code;Testing code;Committing and reviewing code;Deployment and monitoring;Predictive analytics;Search for answers;Generating content or synthetic data;Creating or maintaining documentation;Learning new concepts or technologies;...
null
null
null
I don’t use AI tools regularly
No
No, and I don't plan to
Not at all or minimally
null
null
null
null
null
null
null
It takes significant time and effort to learn how to use AI agents effectively.
null
I am concerned about the accuracy of the information provided by AI agents.;I have concerns about the security and privacy of data when using AI agents.
Integrating AI agents with my existing tools and workflows can be difficult.;The cost of using certain AI agent platforms is a barrier.;My company's IT and/or InfoSec teams have strict rules that do not allow me to use AI agent tools or platforms
null
null
null
null
null
null
null
null
null
When I don’t trust AI’s answers;When I want to fully understand something;When I want to learn best practices;When I have ethical or security concerns about code;When I’m stuck and can’t explain the problem;When I need help fixing complex or unfamiliar code
Thinking in the context of the domain, interacting with stakeholders, knowing the best practices of the team and organisation
28,083
null
33,770
33,771
I code primarily as a hobby
18-24 years old
Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)
Student
None of the above
null
Yes, I am not new to coding but am learning new coding techniques or programming language
Other online resources (e.g. standard search, forum, online community);Stack Overflow or Stack Exchange;Technical documentation (is generated for/by the tool or system);Games or coding challenges
No, I learned something that was not related to AI or AI enablement for my personal curiosity and/or hobbies
null
3
Student
null
null
null
null
Work
Reputation for quality NA
null
null
null
I'm not sure
I have somewhat considered changing my career and/or the industry I work in
null
3
India
INR Indian rupee
0
Yes
HTML/CSS;JavaScript;Perl;Python
Bash/Shell (all shells);C;C++;MATLAB;Perl;Python
Perl;Python
NA NA
No
null
null
null
NA NA
No
null
null
null
NA NA
No
null
null
null
NA NA
Yes
Visual Studio Code
Visual Studio Code
Visual Studio Code
IDLE NA
null
null
null
null
null
MacOS
null
GitHub
GitHub
GitHub
NA NA
Stack Overflow;Stack Exchange
Stack Overflow;Stack Exchange
Stack Overflow;Stack Exchange
NA NA
No
null
null
null
NA NA
No
A few times per week
Between 1 and 3 years
I have never participated in Q&A on Stack Overflow
Long-form articles
Directly open a Q&A post via search, documentation or a peer NA
Yes, somewhat
I don't use AI or AI-enabled tools
No, and I don't plan to
Unfavorable
null
null
null
null
null
null
null
null
null
No, and I don't plan to
null
null
null
null
null
null
null
null
null
null
I have concerns about the security and privacy of data when using AI agents.
I am concerned about the accuracy of the information provided by AI agents.
null
null
null
null
null
null
null
null
null
When I don’t trust AI’s answers
Creative and critical analysis of problems
null
null
33,771
33,772
I am learning to code
35-44 years old
Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)
Not employed
None of the above
null
No, I am not new to coding and did not learn new coding techniques or programming languages
null
No, I didn't spend time learning in the past year
null
null
Student
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
33,772
33,773
I am a developer by profession
25-34 years old
Master’s degree (M.A., M.S., M.Eng., MBA, etc.)
Employed
None of the above
2
Yes, I am not new to coding but am learning new coding techniques or programming language
Online Courses or Certification (includes all media types);Other online resources (e.g. standard search, forum, online community);Stack Overflow or Stack Exchange;AI CodeGen tools or AI-enabled apps;Games or coding challenges;School (i.e., University, College, etc)
No, I learned something that was not related to AI or AI enablement as required for my job or to benefit my career
null
10
Data engineer
500 to 999 employees
Individual contributor
Hybrid (some remote, leans heavy to in-person)
No
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
33,773
33,774
I am a developer by profession
25-34 years old
Bachelor’s degree (B.A., B.S., B.Eng., etc.)
Employed
Caring for dependents (children, elderly, etc.);Engaged in paid work (less than 10 hours per week)
7
Yes, I am not new to coding but am learning new coding techniques or programming language
Online Courses or Certification (includes all media types);Videos (not associated with specific online course or certification);Technical documentation (is generated for/by the tool or system);AI CodeGen tools or AI-enabled apps;Blogs or podcasts
Yes, I learned how to use AI-enabled tools required for my job or to benefit my career
AI CodeGen tools or AI-enabled apps;Technical documentation (is generated for/by the tool or system);Videos (not associated with specific online course or certification);Other online resources (e.g. standard search, forum, online community);Blogs or podcasts
7
Developer, full-stack
100 to 499 employees
People manager
Remote
Yes, I influenced the purchase of a tool that more than five colleagues use but it is not a substantial addition to the tech stack
Work
Connected to an open-source project NA
Outdated or obsolete technology or features NA
Software Development
Competitive pay and benefits NA
Yes
I have strongly considered changing my career and/or the industry I work in
6
2
India
INR Indian rupee
1,400,000
Yes
Go;HTML/CSS;JavaScript;Python;SQL;TypeScript
Dart;Go;Kotlin;Python;Rust;SQL;Swift;TypeScript;Zig
Go;Python;SQL;TypeScript
NA NA
Yes
Cloud Firestore;Dynamodb;MariaDB;MongoDB;MySQL;PostgreSQL;Redis;SQLite;Supabase;Valkey
Cloud Firestore;Dynamodb;Elasticsearch;MariaDB;MongoDB;PostgreSQL;Redis;Snowflake;SQLite;Supabase;Cockroachdb
Cloud Firestore;Dynamodb;MariaDB;MongoDB;PostgreSQL;Redis;SQLite;Supabase
NA NA
Yes
Amazon Web Services (AWS);Bun;Cloudflare;Docker;Firebase;Google Cloud;Homebrew;npm;Pip;Supabase;Terraform;Vercel;Vite;Webpack
Amazon Web Services (AWS);Bun;Cloudflare;Docker;Firebase;Google Cloud;Homebrew;Kubernetes;npm;Pip;Supabase;Terraform;Vercel;Vite;Webpack
Amazon Web Services (AWS);Bun;Cloudflare;Docker;Firebase;Google Cloud;Homebrew;npm;Pip;Supabase;Terraform;Vercel;Vite;Webpack
NA NA
Yes
FastAPI;Fastify;Flask;Next.js;React;Svelte;Vue.js
Deno;FastAPI;Fastify;React;Svelte;Vue.js
FastAPI;Fastify;React;Svelte;Vue.js
NA NA
Yes
Bolt;Cursor;Visual Studio Code;Zed
Bolt;Visual Studio Code;Zed
Bolt;Visual Studio Code;Zed
NA NA
Tailwind CSS 4;Shadcn/ui;Ollama
Tailwind CSS 4;Ollama
Tailwind CSS 4;Ollama
null
null
MacOS;Linux (non-WSL);iPadOS;Fedora
MacOS;Linux (non-WSL);Fedora
GitHub;GitLab;Jira;Miro;Obsidian;Trello
GitLab;Obsidian
GitLab;Obsidian
NA NA
Stack Overflow;Stack Exchange;Discord;Reddit;Twitch;LinkedIn;Medium
Stack Overflow;Stack Exchange;Discord;Reddit;Twitch;LinkedIn;Medium
Stack Overflow;Stack Exchange;Discord;Reddit;Twitch;LinkedIn;Medium
NA NA
No
null
null
null
NA NA
Yes
A few times per week
Between 5 and 10 years
Less than once every 2 - 3 months
Long-form articles;Videos;Coding challenges;Day-in-the-life profiles/interviews with experts
Directly open a Q&A post via search, documentation or a peer NA
Neutral
About half of the time
Yes, I use AI tools weekly
Indifferent
Neither trust nor distrust
Neither good or bad at handling complex tasks
Learning about a codebase;Project planning;Writing code;Documenting code;Debugging or fixing code;Testing code;Committing and reviewing code;Deployment and monitoring;Predictive analytics;Search for answers;Generating content or synthetic data;Creating or maintaining documentation;Learning new concepts or technologies;...
null
null
null
null
AI solutions that are almost right, but not quite;Debugging AI-generated code is more time-consuming;I’ve become less confident in my own problem-solving;It’s hard to understand how or why the code works
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
16,274
7
33,774
33,775
I am a developer by profession
35-44 years old
Some college/university study without earning a degree
Independent contractor, freelancer, or self-employed
null
15
No, I am not new to coding and did not learn new coding techniques or programming languages
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
33,775
33,776
I am not primarily a developer, but I write code sometimes as part of my work/studies
35-44 years old
Master’s degree (M.A., M.S., M.Eng., MBA, etc.)
Employed
None of the above
18
Yes, I am not new to coding but am learning new coding techniques or programming language
Books / Physical media;Videos (not associated with specific online course or certification);Stack Overflow or Stack Exchange;Technical documentation (is generated for/by the tool or system);AI CodeGen tools or AI-enabled apps;Blogs or podcasts
Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies
AI CodeGen tools or AI-enabled apps;Blogs or podcasts
20
Engineering manager
10,000 or more employees
Individual contributor
In-person
Yes, I influenced the purchase of a tool that more than five colleagues use but it is not a substantial addition to the tech stack
Work
Reliability and low latency NA
Poor usability NA
Government
null
No
I have strongly considered changing my career and/or the industry I work in
2
2
India
INR Indian rupee
4,000,000
Yes
Assembly;Bash/Shell (all shells);C;C++;MATLAB;Python
Assembly;Bash/Shell (all shells);C;C++;MATLAB;Python
Assembly;Bash/Shell (all shells);C;C++;MATLAB;Python
NA NA
null
SQLite
null
null
NA NA
No
null
null
null
NA NA
No
null
null
null
NA NA
null
Notepad++;Visual Studio Code
Claude Code;Cursor;Notepad++;Visual Studio Code
Notepad++;Visual Studio Code
NA NA
null
null
null
null
null
Windows;Android
Windows;Ubuntu;Debian
GitHub
GitHub
GitHub
NA NA
Stack Overflow;Stack Exchange;Reddit;GitHub (public projects, not private repos)
Stack Overflow;Stack Exchange;Reddit;GitHub (public projects, not private repos)
Stack Overflow;Stack Exchange;Reddit;GitHub (public projects, not private repos)
NA NA
No
null
null
null
NA NA
Yes
Daily or almost daily
Between 5 and 10 years
Less than once every 2 - 3 months
Lists of recommendations (tools, frameworks, technologies, etc.)
Directly open a Q&A post via search, documentation or a peer NA
Yes, definitely
Rarely, almost never
Yes, I use AI tools monthly or infrequently
Favorable
Somewhat trust
Good, but not great at handling complex tasks
Writing code;Debugging or fixing code;Committing and reviewing code;Search for answers
Deployment and monitoring;Predictive analytics;Generating content or synthetic data
Learning about a codebase;Project planning;Documenting code;Testing code;Creating or maintaining documentation;Learning new concepts or technologies
null
null
I’ve become less confident in my own problem-solving
null
Yes, I use AI agents at work monthly or infrequently
Yes, somewhat
Software engineering;Robotics
null
AI agents have increased my productivity.;AI agents have helped me automate repetitive tasks.;AI agents have improved the quality of my code.;AI agents have accelerated my learning about new technologies or codebases.;AI agents have helped me solve complex problems more effectively.;AI agents have reduced the time spen...
null
null
null
null
null
null
I am concerned about the accuracy of the information provided by AI agents.;The cost of using certain AI agent platforms is a barrier.;My company's IT and/or InfoSec teams have strict rules that do not allow me to use AI agent tools or platforms
Integrating AI agents with my existing tools and workflows can be difficult.;It takes significant time and effort to learn how to use AI agents effectively.;I have concerns about the security and privacy of data when using AI agents.
null
null
null
null
null
null
null
ChatGPT;Claude Code;GitHub Copilot;Google Gemini;Microsoft Copilot;Perplexity
null
When I want to fully understand something;When I want to learn best practices;When I want to compare different solutions;When I have ethical or security concerns about code
Coding
46,496
null
33,776
33,777
I am learning to code
18-24 years old
Bachelor’s degree (B.A., B.S., B.Eng., etc.)
Student
Attending school (full-time)
1
Yes, I am new to coding or currently a student
Online Courses or Certification (includes all media types);Videos (not associated with specific online course or certification);Stack Overflow or Stack Exchange;School (i.e., University, College, etc)
Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies
Colleague or on-the-job training;School (i.e., University, College, etc)
3
Developer, back-end
null
null
null
null
School
Reliability and low latency NA
Lack of AI or AI agents NA
null
null
I'm not sure
I have somewhat considered changing my career and/or the industry I work in
1
4
India
INR Indian rupee
100,000
Yes
HTML/CSS;Java;JavaScript;Python;SQL
null
null
NA NA
Yes
MySQL;PostgreSQL
null
null
NA NA
No
null
null
null
NA NA
Yes
Node.js
React;Spring Boot
null
NA NA
Yes
Jupyter Notebook/JupyterLab;Visual Studio Code
Cursor;Neovim;Xcode
null
NA NA
null
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
NA NA
null
null
null
null
NA NA
Yes
A few times per month or weekly
Less than one year
Infrequently, less than once per year
Lists of recommendations (tools, frameworks, technologies, etc.);Chat (bot/AI)
Upvote/Downvote Q&A posts NA
Neutral
More than half the time
Yes, I use AI tools daily
Favorable
Somewhat trust
Neither good or bad at handling complex tasks
Project planning;Debugging or fixing code;Committing and reviewing code
null
Learning about a codebase;Writing code;Learning new concepts or technologies
Testing code;Predictive analytics
Documenting code;Deployment and monitoring;Search for answers;Generating content or synthetic data;Creating or maintaining documentation
AI solutions that are almost right, but not quite;Debugging AI-generated code is more time-consuming;I’ve become less confident in my own problem-solving
Partially yes
No, I use AI exclusively in copilot/autocomplete mode
Yes, somewhat
Software engineering
null
AI agents have increased my productivity.;AI agents have improved the quality of my code.;AI agents have helped me solve complex problems more effectively.
AI agents have improved collaboration within my team.
null
AI agents have helped me automate repetitive tasks.;AI agents have accelerated my learning about new technologies or codebases.;AI agents have reduced the time spent on specific development tasks.
null
Integrating AI agents with my existing tools and workflows can be difficult.;My company's IT and/or InfoSec teams have strict rules that do not allow me to use AI agent tools or platforms
It takes significant time and effort to learn how to use AI agents effectively.;The cost of using certain AI agent platforms is a barrier.
I am concerned about the accuracy of the information provided by AI agents.;I have concerns about the security and privacy of data when using AI agents.
null
null
null
null
null
null
null
null
null
null
When I want to fully understand something;When I want to learn best practices;When I need help fixing complex or unfamiliar code
-
1,162
null
33,777
33,778
I am a developer by profession
45-54 years old
Master’s degree (M.A., M.S., M.Eng., MBA, etc.)
Employed
None of the above
null
Yes, I am not new to coding but am learning new coding techniques or programming language
null
No, I didn't spend time learning in the past year
null
15
DevOps engineer or professional
100 to 499 employees
Individual contributor
In-person
No
null
null
null
Software Development
null
I'm not sure
I have neither consider or transitioned into a new career or industry
null
null
Sweden
SEK Swedish krona
null
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
NA NA
null
null
null
null
NA NA
No
A few times per month or weekly
Between 10 and 15 years
I have never participated in Q&A on Stack Overflow
Chat (bot/AI)
Answer a question NA
No, not really
More than half the time
Yes, I use AI tools daily
null
Somewhat distrust
Good, but not great at handling complex tasks
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
7
33,778
33,779
I am not primarily a developer, but I write code sometimes as part of my work/studies
18-24 years old
Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)
Student
Attending school (full-time)
null
Yes, I am not new to coding but am learning new coding techniques or programming language
Online Courses or Certification (includes all media types);Books / Physical media;Videos (not associated with specific online course or certification);Stack Overflow or Stack Exchange;AI CodeGen tools or AI-enabled apps;Games or coding challenges
No, I learned something that was not related to AI or AI enablement for my personal curiosity and/or hobbies
null
5
Student
null
null
null
null
Personal Project
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
33,779
33,780
I am a developer by profession
55-64 years old
Bachelor’s degree (B.A., B.S., B.Eng., etc.)
Employed
None of the above
37
No, I am not new to coding and did not learn new coding techniques or programming languages
null
No, I didn't spend time learning in the past year
null
37
Developer, embedded applications or devices
100 to 499 employees
Individual contributor
In-person
Yes, I endorsed a tool that was open-source and is currently used by more than just myself but no purchase was made
Personal Project
Connected to an open-source project NA
Outdated or obsolete technology or features NA
Manufacturing
Recognition from leadership for your work NA
I'm not sure
I have neither consider or transitioned into a new career or industry
6
4
United States of America
USD United States dollar
145,000
Yes
Bash/Shell (all shells);C;HTML/CSS;Python
JavaScript;TypeScript
null
NA NA
No
null
null
null
NA NA
null
Make;npm;Pip
null
null
NA NA
No
null
null
null
NA NA
Yes
Eclipse;Visual Studio Code
null
null
NA NA
null
null
null
null
null
Windows;Ubuntu
null
Doxygen
null
null
NA NA
Stack Overflow
null
null
NA NA
No
null
null
null
NA NA
Yes
A few times per month or weekly
More than 15 years, or since Stack Overflow started in 2008
Infrequently, less than once per year
Lists of recommendations (tools, frameworks, technologies, etc.)
null
Neutral
Rarely, almost never
No, but I plan to soon
Indifferent
Somewhat distrust
Neither good or bad at handling complex tasks
null
null
null
null
null
I don’t use AI tools regularly
No
No, and I don't plan to
No, but my development work has significantly changed due to non-AI factors
null
null
null
null
null
null
null
null
null
I am concerned about the accuracy of the information provided by AI agents.;Integrating AI agents with my existing tools and workflows can be difficult.;It takes significant time and effort to learn how to use AI agents effectively.;The cost of using certain AI agent platforms is a barrier.;I have concerns about the se...
null
null
null
null
null
null
null
null
null
null
When I want to fully understand something;When I want to learn best practices;When I’m stuck and can’t explain the problem
Learn new technices
145,000
10
33,780
33,781
I am a developer by profession
18-24 years old
Bachelor’s degree (B.A., B.S., B.Eng., etc.)
Employed
Engaged in paid work (20-29 hours per week)
null
Yes, I am not new to coding but am learning new coding techniques or programming language
Online Courses or Certification (includes all media types);Videos (not associated with specific online course or certification);Stack Overflow or Stack Exchange;Technical documentation (is generated for/by the tool or system);Colleague or on-the-job training
Yes, I learned how to use AI-enabled tools required for my job or to benefit my career
AI CodeGen tools or AI-enabled apps;Technical documentation (is generated for/by the tool or system);Videos (not associated with specific online course or certification);Online Courses or Certification (includes all media types)
5
AI/ML engineer
20 to 99 employees
Individual contributor
Remote
No
Work
Customizable and manageable codebase NA
Outdated or obsolete technology or features NA
Software Development
Collaboration and support from a team NA
I'm not sure
I have somewhat considered changing my career and/or the industry I work in
5
5
India
INR Indian rupee
300,000
Yes
Java;JavaScript;Python;Rust;SQL;TypeScript
Go;Kotlin;Scala
null
NA NA
Yes
PostgreSQL
Microsoft SQL Server;Neo4J
null
NA NA
No
null
null
null
NA NA
No
null
null
null
NA NA
Yes
IntelliJ IDEA;PyCharm;RustRover;Visual Studio Code
null
null
NA NA
Large Language Model;Pydantic;RAG;Google Gemini;LangGraph
null
null
null
null
Windows
Windows;Windows Subsystem for Linux (WSL)
GitHub
GitLab
null
NA NA
Stack Overflow;Stack Exchange;Discord;Reddit;GitHub (public projects, not private repos);LinkedIn
null
null
NA NA
Yes
DeepSeek (R- Reasoning models);openAI GPT (chatbot models);openAI Reasoning models
null
null
NA NA
Yes
A few times per week
Between 3 and 5 years
Infrequently, less than once per year
Long-form articles;Coding challenges;Lists of recommendations (tools, frameworks, technologies, etc.);Job board
Answer a question NA
Neutral
Less than half of the time
Yes, I use AI tools daily
Unfavorable
Somewhat distrust
Bad at handling complex tasks
Documenting code;Creating or maintaining documentation
Learning about a codebase;Project planning;Writing code;Debugging or fixing code;Testing code;Committing and reviewing code;Deployment and monitoring;Predictive analytics;Search for answers;Generating content or synthetic data;Learning new concepts or technologies
null
null
null
AI solutions that are almost right, but not quite;Debugging AI-generated code is more time-consuming
No.
Yes, I use AI agents at work monthly or infrequently
Yes, somewhat
null
Language processing;Agent/multi-agent orchestration
AI agents have helped me automate repetitive tasks.;AI agents have reduced the time spent on specific development tasks.
AI agents have increased my productivity.;AI agents have accelerated my learning about new technologies or codebases.;AI agents have improved collaboration within my team.
AI agents have improved the quality of my code.;AI agents have helped me solve complex problems more effectively.
null
null
Integrating AI agents with my existing tools and workflows can be difficult.;It takes significant time and effort to learn how to use AI agents effectively.;My company's IT and/or InfoSec teams have strict rules that do not allow me to use AI agent tools or platforms
null
I am concerned about the accuracy of the information provided by AI agents.;The cost of using certain AI agent platforms is a barrier.;I have concerns about the security and privacy of data when using AI agents.
null
null
ChromaDB;LangMem
null
LangChain;LangGraph
null
LangSmith
null
ChatGPT;Microsoft Copilot
null
When I don’t trust AI’s answers;When I want to fully understand something;When I want to learn best practices;When I want to compare different solutions;When I have ethical or security concerns about code;When I’m stuck and can’t explain the problem;When I need help fixing complex or unfamiliar code;When I need quick h...
Code Comprehension, Debugging Skills, Integrating and Applying ethical solutions that doesn't violate privacy concerns
3,487
7
33,781
33,782
I am a developer by profession
25-34 years old
Master’s degree (M.A., M.S., M.Eng., MBA, etc.)
Not employed
Attending school (full-time)
null
Yes, I am not new to coding but am learning new coding techniques or programming language
Technical documentation (is generated for/by the tool or system)
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
33,782
33,783
I am a developer by profession
25-34 years old
Master’s degree (M.A., M.S., M.Eng., MBA, etc.)
Employed
Engaged in paid work (20-29 hours per week)
3
Yes, I am not new to coding but am learning new coding techniques or programming language
Online Courses or Certification (includes all media types);Videos (not associated with specific online course or certification);Stack Overflow or Stack Exchange;Technical documentation (is generated for/by the tool or system);Games or coding challenges
Yes, I learned how to use AI-enabled tools required for my job or to benefit my career
null
3
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
33,783
33,784
I am a developer by profession
35-44 years old
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
33,784
33,785
I am a developer by profession
35-44 years old
Master’s degree (M.A., M.S., M.Eng., MBA, etc.)
Employed
None of the above
21
Yes, I am not new to coding but am learning new coding techniques or programming language
Online Courses or Certification (includes all media types);Other online resources (e.g. standard search, forum, online community);Books / Physical media;Stack Overflow or Stack Exchange;Technical documentation (is generated for/by the tool or system);AI CodeGen tools or AI-enabled apps;Blogs or podcasts;Games or coding...
Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies
Technical documentation (is generated for/by the tool or system);Videos (not associated with specific online course or certification);Online Courses or Certification (includes all media types);Books / Physical media
30
Developer, embedded applications or devices
10,000 or more employees
Individual contributor
Remote
No
Work
Easy-to-use API NA
Ethical concerns NA
Internet, Telecomm or Information Services
You like your manager NA
Yes
I have strongly considered changing my career and/or the industry I work in
1
3
Poland
PLN Polish zloty
150,000
Yes
Bash/Shell (all shells);C++
Bash/Shell (all shells);Lua;Python;Rust
Bash/Shell (all shells)
NA NA
No
null
null
null
NA NA
Yes
Cloudflare;Docker
Amazon Web Services (AWS);Cloudflare;Docker;Google Cloud;Kubernetes;Pip
Cloudflare;Docker
NA NA
Yes
null
null
null
NA NA
Yes
Cursor;Neovim;Notepad++;PyCharm;RustRover
Cursor;Neovim;PyCharm;RustRover
Cursor;Neovim;PyCharm;RustRover
clion clion
Large Language Model;RAG;Google Gemini;Ollama;LangGraph
Large Language Model;RAG;Google Gemini;Ollama;LangGraph
Large Language Model;RAG;Google Gemini;Ollama;LangGraph
null
null
MacOS;Ubuntu
MacOS;Ubuntu
Doxygen;GitHub;GitLab;Google Colab;Jira;Markdown File;Notion
Doxygen;GitHub;GitLab;Google Colab;Jira;Markdown File;Notion
Doxygen;GitHub;GitLab;Google Colab;Jira;Markdown File;Notion
NA NA
Stack Overflow;Stack Exchange;Discord;Reddit;X;YouTube;LinkedIn
Stack Overflow;Stack Exchange;Reddit;X;YouTube;LinkedIn
Stack Overflow;Stack Exchange;Reddit;X;YouTube;LinkedIn
NA NA
Yes
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
40,935
2
33,785
33,786
I used to be a developer by profession, but no longer am
45-54 years old
Professional degree (JD, MD, Ph.D, Ed.D, etc.)
Employed
Caring for dependents (children, elderly, etc.)
30
Yes, I am not new to coding but am learning new coding techniques or programming language
Other online resources (e.g. standard search, forum, online community);Videos (not associated with specific online course or certification);Stack Overflow or Stack Exchange;Technical documentation (is generated for/by the tool or system);AI CodeGen tools or AI-enabled apps;Blogs or podcasts
Yes, I learned how to use AI-enabled tools required for my job or to benefit my career
AI CodeGen tools or AI-enabled apps;Technical documentation (is generated for/by the tool or system);Videos (not associated with specific online course or certification);Other online resources (e.g. standard search, forum, online community);Blogs or podcasts;Stack Overflow or Stack Exchange
35
Founder, technology or otherwise
20 to 99 employees
People manager
Your choice (very flexible, you can come in when you want or just as needed)
Yes, I influenced the purchase of a substantial addition to the tech stack
Work
Costs are manageable NA
Security or privacy concerns NA
Software Development
null
No
null
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
33,786
33,787
I am a developer by profession
35-44 years old
Some college/university study without earning a degree
Independent contractor, freelancer, or self-employed
None of the above
11
Yes, I am not new to coding but am learning new coding techniques or programming language
Books / Physical media;Stack Overflow or Stack Exchange;AI CodeGen tools or AI-enabled apps;Blogs or podcasts;Games or coding challenges
Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies
AI CodeGen tools or AI-enabled apps;Other online resources (e.g. standard search, forum, online community);Blogs or podcasts;Stack Overflow or Stack Exchange;Games or coding challenges
11
Developer, game or graphics
null
null
null
Yes, I endorsed a tool that was open-source and is currently used by more than just myself but no purchase was made
Personal Project
Reliability and low latency NA
Prohibitive pricing NA
Software Development
Autonomy and trust to manage your own tasks NA
No
I have neither consider or transitioned into a new career or industry
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
10
33,787
33,788
I am not primarily a developer, but I write code sometimes as part of my work/studies
25-34 years old
Bachelor’s degree (B.A., B.S., B.Eng., etc.)
Student
Attending school (full-time)
6
Yes, I am not new to coding but am learning new coding techniques or programming language
Other online resources (e.g. standard search, forum, online community);Books / Physical media;Videos (not associated with specific online course or certification);Stack Overflow or Stack Exchange;Technical documentation (is generated for/by the tool or system);AI CodeGen tools or AI-enabled apps;School (i.e., Universit...
Yes, I learned how to use AI-enabled tools required for my job or to benefit my career
Technical documentation (is generated for/by the tool or system);Videos (not associated with specific online course or certification);Stack Overflow or Stack Exchange;Books / Physical media;School (i.e., University, College, etc)
6
Student
null
null
null
null
Personal Project
Connected to an open-source project NA
Security or privacy concerns NA
null
null
No
I have neither consider or transitioned into a new career or industry
null
null
Germany
EUR European Euro
null
Yes
Bash/Shell (all shells);C;C++;HTML/CSS;Java;JavaScript;Lua;Python
Bash/Shell (all shells);C;Go;HTML/CSS;Java;Lua;Python
Bash/Shell (all shells);C;HTML/CSS;Java;Lua;Python
awk NA
No
null
null
null
NA NA
No
null
null
null
NA NA
Yes
Angular
null
null
NA NA
Yes
Neovim;Visual Studio Code
null
null
NA NA
Ollama
Ollama
Ollama
null
null
Windows Subsystem for Linux (WSL);Debian;Arch
Windows;Windows Subsystem for Linux (WSL)
Confluence;GitHub;GitLab;Google Colab;Jira;Markdown File
GitHub;GitLab;Markdown File
GitHub;GitLab;Markdown File
Vimwiki Vimwiki
Stack Overflow;Stack Exchange;Discord;Hacker News;GitHub (public projects, not private repos);Kaggle
Stack Overflow;Stack Exchange;Hacker News;GitHub (public projects, not private repos);Kaggle
Stack Overflow;Stack Exchange;Hacker News;GitHub (public projects, not private repos);Kaggle
NA NA
Yes
Meta Llama (all models);openAI GPT (chatbot models);openAI Reasoning models;X Grok models
Meta Llama (all models);openAI GPT (chatbot models);openAI Reasoning models;X Grok models
Meta Llama (all models);openAI GPT (chatbot models);openAI Reasoning models;X Grok models
NA NA
No
Daily or almost daily
Between 3 and 5 years
I have never participated in Q&A on Stack Overflow
Chat (people);Message Boards;Videos;Direct messaging of users;Chat (bot/AI)
Answer a question NA
No, not at all
More than half the time
Yes, I use AI tools daily
Indifferent
Somewhat distrust
Bad at handling complex tasks
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
33,788
33,789
I work with developers or my work supports developers but am not a developer by profession
25-34 years old
Primary/elementary school
Independent contractor, freelancer, or self-employed
Caring for dependents (children, elderly, etc.);Volunteering (regularly);Engaged in paid work (20-29 hours per week);Transitioning to retirement (gradually reducing work hours);Attending school (full-time);Attending school (part-time);Engaged in paid work (10-19 hours per week);Engaged in paid work (less than 10 hours ...
26
Yes, I am new to coding or currently a student
Online Courses or Certification (includes all media types);Books / Physical media;Videos (not associated with specific online course or certification);Stack Overflow or Stack Exchange;AI CodeGen tools or AI-enabled apps;Colleague or on-the-job training;Games or coding challenges;School (i.e., University, College, etc)
No, I learned something that was not related to AI or AI enablement for my personal curiosity and/or hobbies
null
30
System administrator
10,000 or more employees
Individual contributor
Remote
Yes, I influenced the purchase of a substantial addition to the tech stack
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
33,789
33,790
I am not primarily a developer, but I write code sometimes as part of my work/studies
18-24 years old
Master’s degree (M.A., M.S., M.Eng., MBA, etc.)
Employed
Engaged in paid work (20-29 hours per week)
1
Yes, I am not new to coding but am learning new coding techniques or programming language
Other online resources (e.g. standard search, forum, online community);Videos (not associated with specific online course or certification);Stack Overflow or Stack Exchange;AI CodeGen tools or AI-enabled apps;Colleague or on-the-job training;School (i.e., University, College, etc)
Yes, I learned how to use AI-enabled tools required for my job or to benefit my career
AI CodeGen tools or AI-enabled apps;Videos (not associated with specific online course or certification);Other online resources (e.g. standard search, forum, online community);Colleague or on-the-job training
6
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
33,790
33,791
I am a developer by profession
45-54 years old
Master’s degree (M.A., M.S., M.Eng., MBA, etc.)
Employed
Caring for dependents (children, elderly, etc.);Volunteering (regularly);Engaged in paid work (less than 10 hours per week)
25
Yes, I am not new to coding but am learning new coding techniques or programming language
Other online resources (e.g. standard search, forum, online community);Stack Overflow or Stack Exchange;Technical documentation (is generated for/by the tool or system);AI CodeGen tools or AI-enabled apps;Blogs or podcasts
Yes, I learned how to use AI-enabled tools required for my job or to benefit my career
AI CodeGen tools or AI-enabled apps;Technical documentation (is generated for/by the tool or system);Other online resources (e.g. standard search, forum, online community);Blogs or podcasts
25
Developer, full-stack
Less than 20 employees
Individual contributor
Remote
Yes, I influenced the purchase of a tool that more than five colleagues use but it is not a substantial addition to the tech stack
Work
Reputation for quality NA
Lack of or sub-par API NA
Software Development
Collaboration and support from a team work life balance
No
I have somewhat considered changing my career and/or the industry I work in
5
8
Germany
EUR European Euro
null
Yes
HTML/CSS;JavaScript;PHP;SQL;TypeScript
Go
null
NA NA
Yes
MariaDB;MongoDB;MySQL;PostgreSQL;Redis;SQLite;Supabase
null
null
NA NA
Yes
Ansible;Composer;Digital Ocean;Docker;Homebrew;Kubernetes;Make;Microsoft Azure;npm;Supabase;Vite;Webpack;Yarn
null
null
NA NA
Yes
Astro;Next.js;Node.js;React;Symfony
null
null
NA NA
Yes
IntelliJ IDEA;PhpStorm;Visual Studio Code;Windsurf
null
null
NA NA
null
null
null
null
null
MacOS
null
Azure Devops;GitHub;GitLab;Jira;Miro
null
null
NA NA
Stack Overflow;Slack (public channels, not work)
null
null
NA NA
Yes
Anthropic: Claude Sonnet;DeepSeek (R- Reasoning models);openAI GPT (chatbot models)
null
null
NA NA
Yes
Daily or almost daily
Between 10 and 15 years
Less than once every 2 - 3 months
Chat (people);Day-in-the-life profiles/interviews with experts;Chat (bot/AI)
Ask a question NA
Yes, somewhat
null
Yes, I use AI tools daily
Favorable
Somewhat distrust
Bad at handling complex tasks
Writing code;Search for answers
Project planning;Debugging or fixing code;Committing and reviewing code;Deployment and monitoring;Predictive analytics;Generating content or synthetic data
Learning about a codebase;Documenting code;Testing code;Learning new concepts or technologies
null
null
AI solutions that are almost right, but not quite
null
Yes, I use AI agents at work daily
Yes, somewhat
Software engineering
null
AI agents have increased my productivity.;AI agents have helped me automate repetitive tasks.;AI agents have improved the quality of my code.;AI agents have accelerated my learning about new technologies or codebases.;AI agents have helped me solve complex problems more effectively.;AI agents have reduced the time spen...
null
null
null
AI agents have improved collaboration within my team.
Integrating AI agents with my existing tools and workflows can be difficult.;The cost of using certain AI agent platforms is a barrier.;My company's IT and/or InfoSec teams have strict rules that do not allow me to use AI agent tools or platforms
null
null
I am concerned about the accuracy of the information provided by AI agents.;It takes significant time and effort to learn how to use AI agents effectively.;I have concerns about the security and privacy of data when using AI agents.
null
null
null
null
null
null
null
ChatGPT;GitHub Copilot
Windsurf, IntelliJ
When I don’t trust AI’s answers;When I want to fully understand something;When I want to learn best practices;When I have ethical or security concerns about code;When I’m stuck and can’t explain the problem;When I need help fixing complex or unfamiliar code;When I need quick help troubleshooting
Understand code, planning, overall picture, understand technology deeply
null
8
33,791
33,792
I am learning to code
25-34 years old
null
Employed
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
33,792
33,793
I am a developer by profession
35-44 years old
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
33,793
33,794
I am a developer by profession
18-24 years old
Primary/elementary school
Employed
null
null
No, I am not new to coding and did not learn new coding techniques or programming languages
null
Yes, I learned how to use AI-enabled tools required for my job or to benefit my career
Stack Overflow or Stack Exchange
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
33,794
33,795
I am learning to code
18-24 years old
Some college/university study without earning a degree
Student
Attending school (full-time)
null
Yes, I am new to coding or currently a student
Online Courses or Certification (includes all media types);Other online resources (e.g. standard search, forum, online community);Videos (not associated with specific online course or certification);Stack Overflow or Stack Exchange;Technical documentation (is generated for/by the tool or system);Blogs or podcasts;Schoo...
No, I learned something that was not related to AI or AI enablement as required for my job or to benefit my career
null
2
Student
null
null
null
null
Personal Project
Reputation for quality NA
Security or privacy concerns NA
null
null
No
I have somewhat considered changing my career and/or the industry I work in
null
null
Nigeria
NGN Nigerian naira
null
Yes
Assembly;Bash/Shell (all shells);C;PowerShell;Python
Assembly;Bash/Shell (all shells);C;C++;JavaScript;Python
Assembly;Bash/Shell (all shells);C;Python
NA NA
Yes
null
null
null
NA NA
No
null
null
null
NA NA
Yes
null
null
null
NA NA
Yes
Nano;Visual Studio Code
Nano;Visual Studio Code
Nano;Visual Studio Code
NA NA
null
null
null
null
null
Windows;Windows Subsystem for Linux (WSL)
Windows
GitHub
GitHub
GitHub
NA NA
Stack Overflow;Stack Exchange;Reddit;YouTube
Stack Overflow;Stack Exchange;Reddit;YouTube
Stack Overflow;Stack Exchange;Reddit;YouTube
NA NA
No
null
null
null
NA NA
No
A few times per month or weekly
Between 1 and 3 years
I have never participated in Q&A on Stack Overflow
null
Directly open a Q&A post via search, documentation or a peer NA
No, not really
Rarely, almost never
Yes, I use AI tools monthly or infrequently
Indifferent
Somewhat distrust
I don't use AI tools for complex tasks / I don't know
null
Learning about a codebase;Project planning;Writing code;Documenting code;Debugging or fixing code;Testing code;Committing and reviewing code;Deployment and monitoring;Predictive analytics;Search for answers;Generating content or synthetic data;Creating or maintaining documentation;Learning new concepts or technologies
null
null
null
I don’t use AI tools regularly
No.
Yes, I use AI agents at work monthly or infrequently
Not at all or minimally
null
null
AI agents have helped me automate repetitive tasks.
AI agents have increased my productivity.;AI agents have accelerated my learning about new technologies or codebases.;AI agents have helped me solve complex problems more effectively.;AI agents have reduced the time spent on specific development tasks.;AI agents have improved collaboration within my team.
AI agents have improved the quality of my code.
null
null
Integrating AI agents with my existing tools and workflows can be difficult.;It takes significant time and effort to learn how to use AI agents effectively.;My company's IT and/or InfoSec teams have strict rules that do not allow me to use AI agent tools or platforms
null
I am concerned about the accuracy of the information provided by AI agents.
The cost of using certain AI agent platforms is a barrier.;I have concerns about the security and privacy of data when using AI agents.
null
null
null
null
null
null
null
ChatGPT;Google Gemini
null
When I want to fully understand something;When I need help fixing complex or unfamiliar code
Critical Thinking Problem Solving
null
null
33,795
33,796
I am a developer by profession
55-64 years old
Master’s degree (M.A., M.S., M.Eng., MBA, etc.)
Employed
Volunteering (regularly)
42
Yes, I am not new to coding but am learning new coding techniques or programming language
Other online resources (e.g. standard search, forum, online community);Books / Physical media;Stack Overflow or Stack Exchange;Technical documentation (is generated for/by the tool or system);Blogs or podcasts
Yes, I learned how to use AI-enabled tools required for my job or to benefit my career
AI CodeGen tools or AI-enabled apps
32
Architect, software or solutions
1,000 to 4,999 employees
Individual contributor
Hybrid (some remote, leans heavy to in-person)
Yes, I endorsed a tool that was open-source and is currently used by more than just myself but no purchase was made
Work
Connected to an open-source project NA
Prohibitive pricing NA
Other:
Innovation through solving challenging and complex problems NA
No
I have somewhat considered changing my career and/or the industry I work in
6
6
United States of America
USD United States dollar
170,000
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
Yes, I use AI tools weekly
Favorable
Somewhat trust
Good, but not great at handling complex tasks
Search for answers
Project planning;Committing and reviewing code;Generating content or synthetic data
Learning about a codebase;Writing code;Documenting code;Debugging or fixing code;Testing code;Deployment and monitoring;Predictive analytics;Creating or maintaining documentation;Learning new concepts or technologies
null
null
Other (write in):
Helpful for generating ideas or early prototype software.
Yes, I use AI agents at work weekly
Not at all or minimally
Software engineering;Decision intelligence;Robotics
Vector databases for AI applications;MCP servers
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
170,000
7
33,796
33,797
I code primarily as a hobby
18-24 years old
Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)
Not employed
Volunteering (regularly)
6
Yes, I am not new to coding but am learning new coding techniques or programming language
Online Courses or Certification (includes all media types);Technical documentation (is generated for/by the tool or system)
No, I learned something that was not related to AI or AI enablement for my personal curiosity and/or hobbies
null
6
Student
null
null
null
null
Personal Project
Robust and complete API NA
Availability of better alternatives NA
null
null
No
I have neither consider or transitioned into a new career or industry
2
6
Germany
EUR European Euro
null
Yes
Assembly;Bash/Shell (all shells);C#;C++;HTML/CSS;Java;JavaScript;Lua;TypeScript
Assembly;Bash/Shell (all shells);C;C#;C++;Go;HTML/CSS;Java;JavaScript;PHP;Rust;SQL;TypeScript
Assembly;Bash/Shell (all shells);C#;C++;HTML/CSS;Java;JavaScript;TypeScript
NA NA
Yes
H2;MariaDB;Supabase
H2;MariaDB;PostgreSQL;Redis;SQLite;Supabase
H2;MariaDB;Supabase
NA NA
Yes
Chocolatey;Gradle;Maven (build tool);MSBuild;npm;NuGet;Pacman;Supabase;Vercel
Cloudflare;Docker;Kubernetes;Maven (build tool);MSBuild;npm;NuGet;Pacman;Supabase
Maven (build tool);MSBuild;npm;NuGet;Pacman;Supabase
NA NA
Yes
ASP.NET;ASP.NET Core;Blazor;Node.js
Express;Next.js;Node.js;React;Vue.js
Node.js
NA NA
Yes
IntelliJ IDEA;Neovim;Rider;Visual Studio;Visual Studio Code
IntelliJ IDEA;Neovim;Rider;RustRover;Visual Studio;Visual Studio Code;WebStorm
IntelliJ IDEA;Neovim;Rider;Visual Studio;Visual Studio Code
NA NA
.NET 8 or higher;Ollama
.NET 8 or higher;c++23;Ollama
.NET 8 or higher;Ollama
null
null
Windows;Linux (non-WSL);Arch
Windows;Linux (non-WSL);Arch
GitHub;Google Workspace;Markdown File;Trello
GitHub;Google Workspace;Markdown File;Notion;Trello
GitHub;Google Workspace;Markdown File;Trello
NA NA
Discord
Discord
Discord
NA NA
No
null
null
null
NA NA
Yes
A few times per month or weekly
Between 1 and 3 years
I have never participated in Q&A on Stack Overflow
Chat (people);Videos;Lists of recommendations (tools, frameworks, technologies, etc.);Direct messaging of users
Directly open a Q&A post via search, documentation or a peer NA
Neutral
Rarely, almost never
Yes, I use AI tools monthly or infrequently
Unfavorable
Neither trust nor distrust
Very poor at handling complex tasks
Committing and reviewing code
Project planning;Writing code;Debugging or fixing code;Testing code;Deployment and monitoring;Predictive analytics;Search for answers;Generating content or synthetic data
Learning about a codebase;Documenting code;Creating or maintaining documentation;Learning new concepts or technologies
null
null
AI solutions that are almost right, but not quite;Debugging AI-generated code is more time-consuming
No, it isn't.
No, and I don't plan to
No, but my development work has changed somewhat due to non-AI factors
null
null
null
null
null
null
null
Integrating AI agents with my existing tools and workflows can be difficult.;The cost of using certain AI agent platforms is a barrier.;My company's IT and/or InfoSec teams have strict rules that do not allow me to use AI agent tools or platforms
It takes significant time and effort to learn how to use AI agents effectively.
I am concerned about the accuracy of the information provided by AI agents.;I have concerns about the security and privacy of data when using AI agents.
null
null
null
null
null
null
null
null
null
null
When I don’t trust AI’s answers;When I want to fully understand something;When I want to compare different solutions;When I have ethical or security concerns about code
Doing more complex tasks in a codebase, which are somewhat or very specific.
null
null
33,797
33,798
I am a developer by profession
25-34 years old
Bachelor’s degree (B.A., B.S., B.Eng., etc.)
Employed
Engaged in paid work (20-29 hours per week);Engaged in paid work (10-19 hours per week)
4
Yes, I am not new to coding but am learning new coding techniques or programming language
Online Courses or Certification (includes all media types);Other online resources (e.g. standard search, forum, online community);Books / Physical media;Stack Overflow or Stack Exchange;Technical documentation (is generated for/by the tool or system);AI CodeGen tools or AI-enabled apps;Blogs or podcasts
Yes, I learned how to use AI-enabled tools required for my job or to benefit my career
AI CodeGen tools or AI-enabled apps;Technical documentation (is generated for/by the tool or system)
4
Data scientist
Less than 20 employees
Individual contributor
Hybrid (some in-person, leans heavy to flexibility)
No
Work
Reputation for quality NA
Security or privacy concerns NA
Computer Systems Design and Services
Opportunities to mentor and lead junior-level coworkers NA
No
I have transitioned into a new career and/or industry voluntarily
3
null
Pakistan
PKR Pakistani rupee
null
Yes
HTML/CSS;JavaScript;PowerShell;Prolog;Python;SQL;TypeScript
null
null
NA NA
Yes
PostgreSQL
null
null
NA NA
No
null
null
null
NA NA
Yes
Angular;Flask
null
null
NA NA
Yes
Jupyter Notebook/JupyterLab;Sublime Text;Vim;Zed
null
null
NA NA
Large Language Model;RAG;Google Gemini;Ollama;uv
Polars
null
null
null
Ubuntu;iOS;Fedora
Ubuntu;Fedora
GitHub;Google Colab;Trello
null
null
NA NA
Stack Overflow;GitHub (public projects, not private repos);Kaggle
Stack Overflow
Stack Overflow
NA NA
Yes
DeepSeek (R- Reasoning models);DeepSeek (V- General purpose models);Gemini (Flash general purpose models);Gemini (Pro Reasoning models);Meta Llama (all models);Microsoft Phi-4 models;Mistral AI models;openAI GPT (chatbot models);openAI Image generating models;openAI Reasoning models;X Grok models
null
null
NA NA
Yes
Daily or almost daily
Between 3 and 5 years
I have never participated in Q&A on Stack Overflow
Chat (people);Long-form articles;Chat (bot/AI)
null
Yes, somewhat
Less than half of the time
Yes, I use AI tools daily
Indifferent
Somewhat distrust
Bad at handling complex tasks
Learning about a codebase;Project planning;Writing code;Documenting code;Debugging or fixing code;Search for answers;Generating content or synthetic data;Creating or maintaining documentation;Learning new concepts or technologies;Other (write in):
Testing code;Committing and reviewing code;Deployment and monitoring;Predictive analytics
null
null
null
AI solutions that are almost right, but not quite;I’ve become less confident in my own problem-solving
Can be adapt for easy use cases, but can’t totally rely on ai
Yes, I use AI agents at work daily
Yes, somewhat
Customer service support
Language processing;Agent/multi-agent orchestration;Vector databases for AI applications;MCP servers;Personalized agent creation
AI agents have helped me automate repetitive tasks.;AI agents have accelerated my learning about new technologies or codebases.;AI agents have helped me solve complex problems more effectively.
AI agents have improved collaboration within my team.
null
AI agents have improved the quality of my code.;AI agents have reduced the time spent on specific development tasks.
AI agents have increased my productivity.
Integrating AI agents with my existing tools and workflows can be difficult.
null
I am concerned about the accuracy of the information provided by AI agents.;The cost of using certain AI agent platforms is a barrier.;I have concerns about the security and privacy of data when using AI agents.;My company's IT and/or InfoSec teams have strict rules that do not allow me to use AI agent tools or platfor...
null
It takes significant time and effort to learn how to use AI agents effectively.
pgvector
null
Llama Index;Ollama;LangChain
null
null
null
null
null
When I don’t trust AI’s answers;When I have ethical or security concerns about code;When I’m stuck and can’t explain the problem
Problem solving skills, because if you can’t understand the problem you’re facing then you can’t make ai understand what’s solution you are looking for
null
7
33,798
33,799
I am a developer by profession
18-24 years old
Some college/university study without earning a degree
Student
None of the above
null
Yes, I am not new to coding but am learning new coding techniques or programming language
Other online resources (e.g. standard search, forum, online community);Videos (not associated with specific online course or certification);Technical documentation (is generated for/by the tool or system);Blogs or podcasts
No, I learned something that was not related to AI or AI enablement for my personal curiosity and/or hobbies
null
9
Student
null
null
null
null
School
Reputation for quality NA
Lack of or sub-par API NA
null
null
null
null
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
NA NA
null
null
null
NA NA
null
null
null
null
NA NA
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
33,799
33,800
I am not primarily a developer, but I write code sometimes as part of my work/studies
35-44 years old
Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)
Employed
None of the above
20
No, I am not new to coding and did not learn new coding techniques or programming languages
null
No, I didn't spend time learning in the past year
null
null
Cybersecurity or InfoSec professional
20 to 99 employees
null
null
No
Personal Project
null
null
Internet, Telecomm or Information Services
null
No
null
null
null
Brazil
BRL Brazilian real
null
Yes
null
null
null
NA NA
null
null
null
null
NA NA
No
null
null
null
NA NA
No
null
null
null
NA NA
No
null
null
null
NA NA
null
null
null
null
null
Android;Windows Subsystem for Linux (WSL)
Windows;MacOS;Android
null
null
null
NA NA
null
null
null
NA NA
No
null
null
null
NA NA
Yes
Less than once per month or monthly
null
null
null
Bookmark posts to look at later NA
Not sure
More than half the time
Yes, I use AI tools monthly or infrequently
Indifferent
Somewhat distrust
Neither good or bad at handling complex tasks
null
Project planning;Writing code;Documenting code;Debugging or fixing code;Committing and reviewing code;Predictive analytics
Learning about a codebase;Creating or maintaining documentation;Learning new concepts or technologies
null
null
null
null
No, I use AI exclusively in copilot/autocomplete mode
No, but my development work has significantly changed due to non-AI factors
Software engineering
Multi-platform search enablement
null
AI agents have helped me solve complex problems more effectively.;AI agents have reduced the time spent on specific development tasks.;AI agents have improved collaboration within my team.;Write in the most significant benefit if not listed above.
AI agents have increased my productivity.;AI agents have helped me automate repetitive tasks.;AI agents have improved the quality of my code.;AI agents have accelerated my learning about new technologies or codebases.
null
null
null
I am concerned about the accuracy of the information provided by AI agents.
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null