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14,201
I am a developer by profession
25-34 years old
Bachelor’s degree (B.A., B.S., B.Eng., etc.)
Employed
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);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
Other online resources (e.g. standard search, forum, online community);Blogs or podcasts
25
Developer, back-end
10,000 or more employees
Individual contributor
Remote
No
Personal Project
Reputation for quality NA
Ethical concerns 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
4
10
Brazil
BRL Brazilian real
120,000
Yes
Assembly;Bash/Shell (all shells);C#;Delphi;Go;HTML/CSS;JavaScript;PowerShell;Python;SQL;TypeScript
Bash/Shell (all shells);C#;GDScript;Go;HTML/CSS;JavaScript;Kotlin;MicroPython;PowerShell;Python;Rust;SQL;TypeScript
Bash/Shell (all shells);C#;Go;HTML/CSS;JavaScript;PowerShell;Python;SQL;TypeScript
NA NA
Yes
Microsoft SQL Server;MySQL;PostgreSQL;Redis;SQLite
Microsoft SQL Server;MySQL;PostgreSQL;Redis;SQLite
Microsoft SQL Server;MySQL;PostgreSQL;Redis;SQLite
NA NA
Yes
APT;Chocolatey;Digital Ocean;Docker;Microsoft Azure;MSBuild;npm;NuGet;Pip;Vercel
APT;Chocolatey;Cloudflare;Digital Ocean;Docker;Kubernetes;Microsoft Azure;MSBuild;npm;NuGet;Pip;Vercel
APT;Chocolatey;Digital Ocean;Docker;Microsoft Azure;MSBuild;npm;NuGet;Pip;Vercel
NA NA
Yes
ASP.NET;ASP.NET Core;Express;jQuery;Next.js;Node.js;React
ASP.NET;ASP.NET Core;Express;jQuery;Next.js;Node.js;React
ASP.NET;ASP.NET Core;Express;jQuery;Next.js;Node.js;React
NA NA
Yes
Sublime Text;Visual Studio;Visual Studio Code
Sublime Text;Visual Studio;Visual Studio Code
Sublime Text;Visual Studio;Visual Studio Code
NA NA
.NET 8 or higher;Tailwind CSS 4;Ollama
.NET 8 or higher;Tailwind CSS 4;Ollama
.NET 8 or higher;Tailwind CSS 4;Ollama
null
null
Windows;Ubuntu;Android;Windows Subsystem for Linux (WSL);Linux (non-WSL)
Windows;Windows Subsystem for Linux (WSL)
Azure Devops;GitHub
Azure Devops;GitHub
Azure Devops;GitHub
NA NA
Stack Overflow;Stack Exchange;Bluesky;YouTube;Twitch;LinkedIn;Company-sponsored forums
Stack Overflow;Stack Exchange;Bluesky;YouTube;Twitch;LinkedIn;Company-sponsored forums
Stack Overflow;Stack Exchange;Bluesky;YouTube;Twitch;LinkedIn;Company-sponsored forums
NA NA
Yes
DeepSeek (R- Reasoning models);DeepSeek (V- General purpose models);Meta Llama (all models);openAI GPT (chatbot models)
DeepSeek (R- Reasoning models);DeepSeek (V- General purpose models);Meta Llama (all models)
DeepSeek (R- Reasoning models);DeepSeek (V- General purpose models);Meta Llama (all models)
NA NA
Yes
A few times per week
More than 15 years, or since Stack Overflow started in 2008
Less than once every 2 - 3 months
Message Boards;Videos;Coding challenges;Logic games/puzzles;Lists of recommendations (tools, frameworks, technologies, etc.)
Upvote/Downvote Q&A posts NA
Neutral
More than half the time
Yes, I use AI tools daily
Very favorable
Neither trust nor distrust
Good, but not great at handling complex tasks
Learning about a codebase;Writing code;Debugging or fixing code;Learning new concepts or technologies
Committing and reviewing code;Deployment and monitoring;Search for answers
Project planning;Testing code;Predictive analytics;Creating or maintaining documentation
Documenting code
Generating content or synthetic data
AI solutions that are almost right, but not quite;Other (write in):
null
No, I use AI exclusively in copilot/autocomplete mode
Yes, somewhat
Software engineering;Data and analytics
null
AI agents have improved the quality of my code.
AI agents have helped me automate repetitive tasks.;AI agents have improved collaboration within my team.
null
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.
null
null
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.;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 platforms
null
Integrating AI agents with my existing tools and workflows can be difficult.
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;When I have ethical or security concerns about code;When I’m stuck and can’t explain the problem
Creativity, adaptability and business knowledge
21,844
3
14,201
14,202
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
14,202
14,203
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.)
10
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
Videos (not associated with specific online course or certification);Other online resources (e.g. standard search, forum, online community);Blogs or podcasts
14
Developer, full-stack
500 to 999 employees
Individual contributor
In-person
No
Personal Project
Customizable and manageable codebase NA
Security or privacy concerns NA
Software Development
Competitive pay and benefits NA
I'm not sure
I have strongly considered changing my career and/or the industry I work in
5
2
Japan
JPY Japanese yen
6,300,000
Yes
C#;HTML/CSS;JavaScript;SQL
Assembly;Bash/Shell (all shells);C++;PowerShell;TypeScript
null
NA NA
Yes
Microsoft SQL Server
BigQuery
null
NA NA
Yes
MSBuild
Amazon Web Services (AWS);Ansible;Chocolatey;Docker;Google Cloud;Homebrew;IBM Cloud;Kubernetes;Make;Maven (build tool);Microsoft Azure;npm;NuGet;Terraform;Yarn
null
NA NA
Yes
null
null
null
NA NA
Yes
Visual Studio
Android Studio;Notepad++;Visual Studio Code;Xcode
null
NA NA
.NET 8 or higher;Google Gemini
Large Language Model;SwiftData;Amazon Bedrock;Microsoft Fabric;Ollama;visionOS
null
null
null
Windows;Android;Windows Subsystem for Linux (WSL);iOS;iPadOS
Windows
Confluence;Jira
Asana;Azure Devops;GitHub;GitLab;Google Colab;Google Workspace;Markdown File;Microsoft Planner;Miro;Obsidian;Stack Overflow for Teams;Trello
null
NA NA
Stack Overflow;Stack Exchange;Reddit;Hacker News;GitHub (public projects, not private repos);X;YouTube;Medium
Stack Overflow;Stack Exchange;Reddit;Hacker News;GitHub (public projects, not private repos);Bluesky;X;Kaggle;YouTube;LinkedIn;Substack;Medium;Company-sponsored forums
Stack Overflow;Stack Exchange;Reddit;Hacker News;GitHub (public projects, not private repos);X;YouTube;Medium
NA NA
No
null
null
null
NA NA
Yes
Daily or almost daily
Between 5 and 10 years
Daily or almost daily
Long-form articles;Coding challenges;Lists of recommendations (tools, frameworks, technologies, etc.)
Bookmark posts to look at later NA
Neutral
I don't use AI or AI-enabled tools
No, but I plan to soon
Favorable
Neither trust nor distrust
I don't use AI tools for complex tasks / I don't know
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;Other (write in):
null
null
I don’t use AI tools regularly
null
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.;My company's IT and/or InfoSec teams have strict rules that do not allow me to use AI agent tools or platforms
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.
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;When I need quick help troubleshooting
Legacy Code Maintenance
43,526
8
14,203
14,204
I am a developer by profession
35-44 years old
Bachelor’s degree (B.A., B.S., B.Eng., etc.)
Not employed
None of the above
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);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;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;Videos (not associated with specific online course or certification)
15
Developer, game or graphics
null
null
null
null
Personal Project
Robust and complete API NA
Inefficient or time-costly NA
null
Developing specialized expertise NA
Yes
I have somewhat considered changing my career and/or the industry I work in
5
3
El Salvador
USD United States dollar
25,000
Yes
JavaScript;Lua;PHP;Python
C#;C++;Elixir;Erlang;TypeScript
null
NA NA
No
null
null
null
NA NA
Yes
Google Cloud
Amazon Web Services (AWS);Docker;Kubernetes;Microsoft Azure
null
NA NA
Yes
Laravel;Node.js;WordPress
Angular;React;Symfony
null
NA NA
Yes
Sublime Text;Visual Studio Code
Cursor
null
NA NA
Google Gemini
Tailwind CSS 4;LangGraph
null
null
null
Ubuntu
MacOS
Confluence;GitHub;Jira
Confluence;GitHub;Jira;Stack Overflow for Teams
Confluence;GitHub;Jira
NA NA
Stack Overflow;Reddit;GitHub (public projects, not private repos);YouTube;LinkedIn;Medium
Stack Overflow;Stack Exchange;Reddit;GitHub (public projects, not private repos);YouTube;LinkedIn;Medium
Stack Overflow;Reddit;GitHub (public projects, not private repos);YouTube;LinkedIn;Medium
NA NA
Yes
Anthropic: Claude Sonnet;DeepSeek (R- Reasoning models);Gemini (Flash general purpose models);openAI GPT (chatbot models);openAI Reasoning models;X Grok models
Anthropic: Claude Sonnet;DeepSeek (R- Reasoning models);Gemini (Flash general purpose models);openAI GPT (chatbot models);openAI Reasoning models;X Grok models
Anthropic: Claude Sonnet;DeepSeek (R- Reasoning models);Gemini (Flash general purpose 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
I have never participated in Q&A on Stack Overflow
Long-form articles;Coding challenges;Logic games/puzzles;Lists of recommendations (tools, frameworks, technologies, etc.);Job board;Day-in-the-life profiles/interviews with experts
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
Very favorable
Somewhat distrust
Neither good or bad at handling complex tasks
Writing code
Project planning;Documenting code;Committing and reviewing code;Deployment and monitoring;Predictive analytics
Debugging or fixing code;Creating or maintaining documentation
null
Learning about a codebase;Testing code;Search for answers;Generating content or synthetic data;Learning new concepts or technologies
AI solutions that are almost right, but not quite
Definitively not I use AI currently just to find ideas or create a function quickly or to seek for examples in the context of my current task... probably I need to give it a try but for now no
No, but I 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.
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
The cost of using certain AI agent platforms is a barrier.
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 need help fixing complex or unfamiliar code;When I need quick help troubleshooting
Strong Problem Solving skill and Deep understand of complex systems will continue being the key as all devs will now have access to a certain point of knowledge level the x-factor will be how capable you are to solve complex problems and how deep you understand certain technologies related to another (integration etc)
25,000
8
14,204
14,205
I code primarily as a hobby
45-54 years old
Professional degree (JD, MD, Ph.D, Ed.D, etc.)
Employed
None of the above
21
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
Other online resources (e.g. standard search, forum, online community)
9
Academic researcher
1,000 to 4,999 employees
Individual contributor
Hybrid (some remote, leans heavy to in-person)
No
Personal Project
Reputation for quality NA
Prohibitive pricing NA
Higher Education
null
Yes
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
14,205
14,206
I am a developer by profession
25-34 years old
Associate degree (A.A., A.S., etc.)
Employed
Caring for dependents (children, elderly, etc.);Attending school (part-time)
6
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;Colleague or on-the-job training;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
8
Developer, embedded applications or devices
100 to 499 employees
Individual contributor
Hybrid (some in-person, leans heavy to flexibility)
Yes, I endorsed a tool that was open-source and is currently used by more than just myself but no purchase was made
School
Connected to an open-source project NA
Availability of better alternatives NA
Insurance
Autonomy and trust to manage your own tasks NA
No
I have somewhat considered changing my career and/or the industry I work in
6
3
United States of America
USD United States dollar
90,000
Yes
Assembly;C++;Java;JavaScript;SQL;Visual Basic (.Net)
C++;Java;JavaScript;Python;SQL
C++;Java;JavaScript;SQL
NA NA
Yes
IBM DB2;Microsoft SQL Server
Microsoft SQL Server;MongoDB
Microsoft SQL Server
NA NA
No
null
null
null
NA NA
Yes
Spring Boot
Spring Boot
Spring Boot
NA NA
null
Eclipse;IntelliJ IDEA;Notepad++;Visual Studio
Eclipse;Notepad++
Eclipse;Notepad++
NA NA
null
null
null
null
null
Windows;Ubuntu;iOS;Linux (non-WSL)
Windows
GitHub
GitHub
GitHub
NA NA
Stack Overflow;Discord;Reddit;GitHub (public projects, not private repos);YouTube;Twitch;LinkedIn
Discord;Reddit;GitHub (public projects, not private repos);YouTube;LinkedIn
Discord;Reddit;GitHub (public projects, not private repos);YouTube;LinkedIn
NA NA
null
null
null
null
NA NA
Yes
A few times per month or weekly
Between 5 and 10 years
Infrequently, less than once per year
Long-form articles;Videos;Logic games/puzzles;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 really
Rarely, almost never
Yes, I use AI tools daily
Favorable
Neither trust nor distrust
Neither good or bad at handling complex tasks
Project planning;Search for answers
Testing code;Predictive analytics
Learning about a codebase;Writing code;Debugging or fixing code;Committing and reviewing code;Deployment and monitoring;Generating content or synthetic data
Documenting code;Creating or maintaining documentation;Learning new concepts or technologies
null
AI solutions that are almost right, but not quite;Debugging AI-generated code is more time-consuming
Not yet but we are very much moving in that direction
No, I use AI exclusively in copilot/autocomplete mode
Not at all or minimally
Decision intelligence;IT operations
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 automate repetitive tasks.;AI agents have helped me solve complex problems more effectively.
null
AI agents have improved collaboration within my team.
null
null
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.
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
null
null
When I don’t trust AI’s answers;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
Creative solutions that aren't straightforward, specifically we use a software called documaker that will always need human intervention
90,000
9
14,206
14,207
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
23
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
28
Developer, game or graphics
null
null
null
Yes, I influenced the purchase of a substantial addition to the tech stack
Work
Costs are manageable NA
Ethical concerns NA
Software Development
null
I'm not sure
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
14,207
14,208
I am a developer by profession
18-24 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);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;School (i.e., University, College, etc)
No, I didn't spend time learning in the past year
null
8
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
14,208
14,209
I am not primarily a developer, but I write code sometimes as part of my work/studies
18-24 years old
null
Not 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
14,209
14,210
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.)
Employed
Caring for dependents (children, elderly, etc.)
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;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 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);Colleague or on-the-job training;Online Courses or Certification (includes all media types)
11
Support engineer or analyst
10,000 or more employees
Individual contributor
Remote
No
Work
Easy-to-use API NA
Poor usability NA
Internet, Telecomm or Information Services
null
No
I have strongly considered changing my career and/or the industry I work in
50
50
United States of America
USD United States dollar
188,000
Yes
Bash/Shell (all shells);C;Go
Bash/Shell (all shells);C;C++;Go;JavaScript;SQL
Bash/Shell (all shells);C;Go
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
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
188,000
null
14,210
14,211
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)
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)
7
Developer, full-stack
5,000 to 9,999 employees
Individual contributor
In-person
No
Personal Project
Connected to an open-source project NA
Prohibitive pricing 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
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
14,211
14,212
I am learning to code
Prefer not to say
Primary/elementary school
Not employed
Attending school (full-time)
null
Yes, I am new to coding or currently a student
Videos (not associated with specific online course or certification)
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
14,212
14,213
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.)
17
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)
20
Developer, full-stack
Less than 20 employees
Individual contributor
Your choice (very flexible, you can come in when you want or just as needed)
Yes, I endorsed a tool that was open-source and is currently used by more than just myself but no purchase was made
Work
Reliability and low latency NA
Outdated or obsolete technology or features 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
6
5
New Zealand
NZD New Zealand dollar
145,000
Yes
Bash/Shell (all shells);HTML/CSS;Java;JavaScript;Kotlin;MicroPython;PowerShell;Python;TypeScript
null
null
NA NA
Yes
MongoDB
null
null
NA NA
Yes
Amazon Web Services (AWS);Ansible;APT;Chocolatey;Docker;Google Cloud;Make;Microsoft Azure;MSBuild;npm;NuGet;Vite;Yarn
null
null
NA NA
Yes
ASP.NET;ASP.NET Core;Express;NestJS;Node.js;React
null
null
NA NA
Yes
Android Studio;Nano;Notepad++;Visual Studio;Visual Studio Code
null
null
NA NA
null
null
null
null
null
Windows;Ubuntu
null
Clickup;GitHub;GitLab
null
null
NA NA
Stack Overflow;Reddit;GitHub (public projects, not private repos);YouTube;Medium
null
null
NA NA
Yes
Anthropic: Claude Sonnet;Gemini (Flash general purpose models);Gemini (Pro Reasoning models);openAI GPT (chatbot models)
null
null
NA NA
Yes
A few times per week
Between 10 and 15 years
I have never participated in Q&A on Stack Overflow
null
Upvote/Downvote Q&A posts NA
No, not really
More than half the time
Yes, I use AI tools daily
Favorable
Somewhat distrust
Good, but not great at handling complex tasks
null
Project planning;Deployment and monitoring
Learning about a codebase;Writing code;Documenting code;Debugging or fixing code;Testing code;Generating content or synthetic data;Creating or maintaining documentation;Learning new concepts or technologies
Committing and reviewing code;Predictive analytics;Search for answers
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
Yes, somewhat
null
null
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.;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.;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 want to compare different solutions
Being flexible, innovative and creative
87,341
8
14,213
14,214
I am learning to code
25-34 years old
Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)
Not employed
None of the above
45
Yes, I am new to coding or currently a student
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);Colleague or on-the-job training;Games or coding challenges
No, I didn't spend time learning in the past year
null
7
Data engineer
null
null
null
null
School
Customizable and manageable codebase NA
Inefficient or time-costly NA
null
null
I'm not sure
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
14,214
14,215
I am a developer by profession
25-34 years old
Professional degree (JD, MD, Ph.D, Ed.D, etc.)
Independent contractor, freelancer, or self-employed
Caring for dependents (children, elderly, etc.);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;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
AI CodeGen tools or AI-enabled apps
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
14,215
14,216
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.)
13
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);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
15
Engineering manager
Less than 20 employees
Individual contributor
Hybrid (some in-person, leans heavy to flexibility)
No
Work
Easy-to-use API NA
null
Internet, Telecomm or Information Services
Solving real-world problems NA
No
I have neither consider or transitioned into a new career or industry
8
5
India
INR Indian rupee
null
Yes
Bash/Shell (all shells);JavaScript;Ruby
Bash/Shell (all shells);Go;Java;JavaScript;Lua;Python;Ruby;Swift;Zig
Bash/Shell (all shells);JavaScript;Ruby
NA NA
Yes
Elasticsearch;PostgreSQL;Redis;SQLite
Dynamodb;Elasticsearch;PostgreSQL;Redis;SQLite;Clickhouse
Elasticsearch;PostgreSQL;Redis;SQLite
NA NA
Yes
Amazon Web Services (AWS);Cloudflare;Docker;Homebrew;Make;npm
Amazon Web Services (AWS);Cloudflare;Docker;Gradle;Homebrew;Kubernetes;Make;Maven (build tool);npm;pnpm;Splunk;Vite
Amazon Web Services (AWS);Cloudflare;Docker;Homebrew;Make;npm
NA NA
Yes
Node.js;Nuxt.js;Ruby on Rails;Vue.js
Deno;Node.js;Nuxt.js;React;Ruby on Rails;Spring Boot;Vue.js
Node.js;Nuxt.js;Ruby on Rails;Vue.js
NA NA
Yes
Cursor;IntelliJ IDEA;Vim;Visual Studio Code
Claude Code;Cursor;IntelliJ IDEA;Lovable.dev;Vim;Visual Studio Code;Windsurf;Xcode;Zed
Cursor;IntelliJ IDEA;Vim;Visual Studio Code
NA NA
Tailwind CSS 4;Large Language Model;Google Gemini;Shadcn/ui;Ollama
Tailwind CSS 4;Large Language Model;Google Gemini;Shadcn/ui;Ollama
Tailwind CSS 4;Large Language Model;Google Gemini;Shadcn/ui;Ollama
null
null
MacOS;iOS;Debian;iPadOS
MacOS;Ubuntu;iOS;Linux (non-WSL)
Clickup;GitHub;Google Workspace;Markdown File;Trello
Clickup;Confluence;GitHub;Google Workspace;Jira;Markdown File;Notion;Obsidian;Trello
Clickup;GitHub;Google Workspace;Markdown File;Trello
NA NA
Stack Overflow;Stack Exchange;Discord;Reddit;Dev.to;Hacker News;GitHub (public projects, not private repos);X;YouTube;LinkedIn;Substack
Stack Overflow;Stack Exchange;Discord;Reddit;Dev.to;Hacker News;GitHub (public projects, not private repos);X;YouTube;LinkedIn;Substack
Stack Overflow;Stack Exchange;Discord;Reddit;Dev.to;Hacker News;GitHub (public projects, not private repos);X;YouTube;LinkedIn;Substack
NA NA
Yes
Anthropic: Claude Sonnet;openAI GPT (chatbot models);openAI Reasoning models
Anthropic: Claude Sonnet;openAI GPT (chatbot models);openAI Reasoning models
Anthropic: Claude Sonnet;openAI GPT (chatbot models);openAI Reasoning models
NA NA
Yes
A few times per month or weekly
Between 10 and 15 years
Infrequently, less than once per year
Long-form articles;Videos;Lists of recommendations (tools, frameworks, technologies, etc.);Job board;Day-in-the-life profiles/interviews with experts;Chat (bot/AI)
Directly open a Q&A post via search, documentation or a peer NA
No, not really
Rarely, almost never
No, but I plan to soon
Favorable
Somewhat distrust
Neither good or bad at handling complex tasks
Search for answers;Learning new concepts or technologies
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
null
AI solutions that are almost right, but not quite;Debugging AI-generated code is more time-consuming;I don’t use AI tools regularly;It’s hard to understand how or why the code works
No
No, I use AI exclusively in copilot/autocomplete mode
Yes, somewhat
Software engineering;Business process automation;Decision intelligence;IT operations;Data and analytics;Customer service support;Marketing;Cybersecurity
MCP servers;Integration with external agents and APIs
AI agents have accelerated my learning about new technologies or codebases.
AI agents have increased my productivity.;AI agents have helped me automate repetitive tasks.;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 the quality of my code.
null
AI agents have improved collaboration within my team.
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.;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.
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 compare different solutions;When I have ethical or security concerns about code;When I need help fixing complex or unfamiliar code
Product Management and People Management
null
9
14,216
14,217
I am a developer by profession
35-44 years old
Professional degree (JD, MD, Ph.D, Ed.D, etc.)
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
AI CodeGen tools or AI-enabled apps;Technical documentation (is generated for/by the tool or system)
10
Data scientist
I don’t know
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
null
null
Healthcare
null
No
I have neither consider or transitioned into a new career or industry
4
null
United States of America
USD United States dollar
190,000
Yes
Bash/Shell (all shells);Python;SQL
null
null
NA NA
Yes
Databricks SQL;PostgreSQL;Snowflake
null
null
NA NA
Yes
Amazon Web Services (AWS);Docker
null
null
NA NA
Yes
FastAPI
null
null
NA NA
Yes
Jupyter Notebook/JupyterLab;Nano;Visual Studio Code
null
null
NA NA
Large Language Model;Amazon Bedrock
null
null
null
null
MacOS;iOS
MacOS
Confluence;GitHub;Google Workspace;Jira;Lucid (includes Lucidchart);Markdown File
null
null
NA NA
null
null
null
NA NA
Yes
Anthropic: Claude Sonnet;openAI GPT (chatbot models)
null
null
NA NA
No
A few times per month or weekly
Between 5 and 10 years
I have never participated in Q&A on Stack Overflow
null
null
No, not really
null
Yes, I use AI tools daily
Favorable
Somewhat trust
Good, but not great at handling complex tasks
Learning about a codebase;Writing code;Documenting code;Debugging or fixing code;Testing code;Deployment and monitoring;Predictive analytics;Search for answers;Creating or maintaining documentation;Learning new concepts or technologies
Project planning
Committing and reviewing code;Generating content or synthetic data
null
null
I haven’t encountered any problems
null
No, but I plan to
Yes, somewhat
null
null
null
null
null
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
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.
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
null
null
null
null
null
null
null
null
When I don’t trust AI’s answers;When I want to compare different solutions
null
190,000
10
14,217
14,218
I am a developer by profession
35-44 years old
Professional degree (JD, MD, Ph.D, Ed.D, 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
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
14,218
14,219
I used to be a developer by profession, but no longer am
18-24 years old
Other (please specify):
Employed
None of the above
10
Yes, I am new to coding or currently a student
Stack Overflow or Stack Exchange;Colleague or on-the-job training
No, I learned something that was not related to AI or AI enablement as required for my job or to benefit my career
null
null
Senior executive (C-suite, VP, etc.)
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
Robust and complete API NA
Availability of better alternatives NA
Transportation, or Supply Chain
null
Yes
I have strongly considered changing my career and/or the industry I work in
null
null
India
USD United States dollar
null
Yes
Ada;Assembly;Bash/Shell (all shells);C;C#
C#;C++;COBOL;Dart;Delphi;Elixir
C#
NA NA
Yes
BigQuery;Cassandra;Cloud Firestore;Cosmos DB;Supabase
Databricks SQL;Datomic;DuckDB;Dynamodb;Elasticsearch;Firebase Realtime Database;H2;IBM DB2;InfluxDB;MariaDB;Microsoft Access;Microsoft SQL Server;MongoDB;MySQL;Neo4J;Oracle;PostgreSQL;Redis;Snowflake;SQLite;Clickhouse;Cockroachdb;Amazon Redshift;Pocketbase;Valkey
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
null
null
null
null
null
NA NA
null
null
null
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
null
null
14,219
14,220
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)
15
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 for my personal curiosity and/or hobbies
Colleague or on-the-job training
23
Developer, full-stack
10,000 or more employees
People manager
In-person
No
Work
Costs are manageable NA
null
Fintech
Solving real-world problems Immigration support
I'm not sure
I have somewhat considered changing my career and/or the industry I work in
10
4
United States of America
USD United States dollar
null
Yes
Bash/Shell (all shells);C++;Go;Java;PowerShell;Python
Bash/Shell (all shells);C++;Go;Java;Python
Bash/Shell (all shells);C++;Go;Java;Python
NA NA
No
null
null
null
NA NA
Yes
Amazon Web Services (AWS);Docker;Make;Microsoft Azure;MSBuild;Pip
Amazon Web Services (AWS);Docker;Make;Microsoft Azure;MSBuild;Pip
Amazon Web Services (AWS);Docker;Make;Microsoft Azure;MSBuild;Pip
NA NA
No
null
null
null
NA NA
No
null
null
null
NA NA
Pydantic
c++23;Large Language Model;Pydantic
Pydantic
null
null
Windows;Ubuntu;Android;Windows Subsystem for Linux (WSL);Linux (non-WSL);iPadOS
Windows
Confluence;GitHub;Jira
Confluence;GitHub;Jira
Confluence;GitHub;Jira
NA NA
Stack Overflow;Stack Exchange;YouTube;LinkedIn;Medium
Stack Overflow;Stack Exchange;YouTube;LinkedIn;Medium
Stack Overflow;Stack Exchange;YouTube;LinkedIn;Medium
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
null
null
null
null
No, but I plan to soon
Favorable
Highly distrust
Good, but not great at handling complex tasks
Learning about a codebase;Writing code;Documenting code;Debugging or fixing code;Predictive analytics;Search for answers;Creating or maintaining documentation
Project planning;Testing code;Committing and reviewing code;Deployment and monitoring;Generating content or synthetic data;Learning new concepts or technologies;Other (write in):
null
null
null
Debugging AI-generated code is more time-consuming
One more technique in my arsenal
No, and I don't plan to
Not at all or minimally
null
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.
null
null
null
null
null
null
null
null
null
null
null
null
10
14,220
14,221
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
5
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
15
Developer, back-end
100 to 499 employees
Individual contributor
Hybrid (some remote, leans heavy to in-person)
No
Personal Project
Costs are manageable NA
Ethical concerns NA
Software Development
Collaboration and support from a team Work/life balance
I'm not sure
I have somewhat considered changing my career and/or the industry I work in
10
null
United States of America
USD United States dollar
176,000
Yes
Python;SQL
JavaScript;Python;TypeScript
Python
NA NA
Yes
BigQuery;PostgreSQL
BigQuery;PostgreSQL
BigQuery;PostgreSQL
redash redash
Yes
Docker;Google Cloud;Homebrew;npm;Pip;Yarn
Google Cloud;Homebrew;npm;Pip;Yarn
Google Cloud;Homebrew;npm;Pip;Yarn
colima NA
Yes
Django;Flask;Next.js;React
Django;Flask;Next.js
Django;Flask;Next.js
NA NA
Yes
Visual Studio Code
Visual Studio Code
Visual Studio Code
NA NA
null
null
null
null
null
MacOS
MacOS
GitHub;Jira;Linear;Notion
GitHub;Jira;Linear;Notion
GitHub;Jira;Linear;Notion
NA NA
Stack Overflow;Stack Exchange;GitHub (public projects, not private repos);YouTube
Stack Overflow;Stack Exchange;GitHub (public projects, not private repos);YouTube
Stack Overflow;Stack Exchange;GitHub (public projects, not private repos);YouTube
NA NA
No
null
null
null
NA NA
Yes
Daily or almost daily
Between 10 and 15 years
Less than once per month or monthly
Job board
Directly open a Q&A post via search, documentation or a peer NA
Neutral
I don't use AI or AI-enabled tools
No, but I plan to soon
Unfavorable
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;Generating content or synthetic data;Creating or maintaining documentation
Search for answers;Learning new concepts or technologies
null
null
I don’t use AI tools regularly
Uh... no. If I'm going to put my name on something, it's going to be something *I* wrote.
No, I use AI exclusively in copilot/autocomplete mode
Not at all or minimally
null
null
null
null
null
null
null
I have concerns about the security and privacy of data when using 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
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.;Write in the most significant challenge if not listed above:
It takes significant time and effort to learn how to use AI agents effectively.
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;Other (please specify):
All of them? I get that AI coding tools are getting smarter every day, but I fundamentally don't trust them. And while I can proofread a paragraph written by chatGPT (because I speak fluent English), in a situation where it's done the coding for me, I won't necessarily have the knowledge to be able to check its work. I also won't necessarily have learned how the module/system/etc works in order to be able to make future decisions about what's possible and/or advisable when solving new problems.
176,000
8
14,221
14,222
I am a developer by profession
25-34 years old
Other (please specify):
I prefer not to say
null
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);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;Blogs or podcasts;Coding Bootcamp;Games or coding challenges;School (i.e., University, College, etc);Other (please specify):
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);Colleague or on-the-job training;Online Courses or Certification (includes all media types);Blogs or podcasts;Stack Overflow or Stack Exchange;Games or coding challenges;Other (please specify):;Coding Bootcamp;Books / Physical media;School (i.e., University, College, etc)
6
UX, Research Ops or UI design professional
null
null
null
null
Personal Project
null
null
null
null
I'm not sure
I have transitioned into a new career and/or industry involuntarily
null
null
Iran, Islamic Republic of...
IRR Iranian rial
0
Yes
Ada;Assembly;Bash/Shell (all shells);C;C#;C++;COBOL;Dart;Delphi;Elixir;Erlang;F#;Fortran;GDScript;Go;Groovy;HTML/CSS;Java;JavaScript;Kotlin;Lisp;Lua;MATLAB;MicroPython;OCaml;Perl;PHP;PowerShell;Prolog;Python;R;Ruby;Rust;Scala;SQL;Swift;TypeScript;VBA;Visual Basic (.Net);Zig;Mojo;Gleam
Ada;Assembly;Bash/Shell (all shells);C;C#;C++;COBOL;Dart;Delphi;Elixir;Erlang;F#;Fortran;GDScript;Go;Groovy;HTML/CSS;Java;JavaScript;Kotlin;Lisp;Lua;MATLAB;MicroPython;OCaml;Perl;PHP;PowerShell;Prolog;Python;R;Ruby;Rust;Scala;SQL;Swift;TypeScript;VBA;Visual Basic (.Net);Zig;Mojo;Gleam
Ada;Assembly;Bash/Shell (all shells);C;C#;C++;COBOL;Dart;Delphi;Elixir;Erlang;F#;Fortran;GDScript;Go;Groovy;HTML/CSS;Java;JavaScript;Kotlin;Lisp;Lua;MATLAB;MicroPython;OCaml;Perl;PHP;PowerShell;Prolog;Python;R;Ruby;Rust;Scala;SQL;Swift;TypeScript;VBA;Visual Basic (.Net);Zig;Mojo;Gleam
NA NA
Yes
BigQuery;Cassandra;Cloud Firestore;Cosmos DB;Databricks SQL;Datomic;DuckDB;Dynamodb;Elasticsearch;Firebase Realtime Database;H2;IBM DB2;InfluxDB;MariaDB;Microsoft Access;Microsoft SQL Server;MongoDB;MySQL;Neo4J;Oracle;PostgreSQL;Redis;Snowflake;SQLite;Supabase;Clickhouse;Cockroachdb;Amazon Redshift;Pocketbase;Valkey
BigQuery;Cassandra;Cloud Firestore;Cosmos DB;Databricks SQL;Datomic;DuckDB;Dynamodb;Elasticsearch;Firebase Realtime Database;H2;IBM DB2;InfluxDB;MariaDB;Microsoft Access;Microsoft SQL Server;MongoDB;MySQL;Neo4J;Oracle;PostgreSQL;Redis;Snowflake;SQLite;Supabase;Clickhouse;Cockroachdb;Amazon Redshift;Pocketbase;Valkey
BigQuery;Cassandra;Cloud Firestore;Cosmos DB;Databricks SQL;Datomic;DuckDB;Dynamodb;Elasticsearch;Firebase Realtime Database;H2;IBM DB2;InfluxDB;MariaDB;Microsoft Access;Microsoft SQL Server;MongoDB;MySQL;Neo4J;Oracle;PostgreSQL;Redis;Snowflake;SQLite;Supabase;Clickhouse;Cockroachdb;Amazon Redshift;Pocketbase;Valkey
https://github.com/Aein-Bagheri/MSRC-Microsoft-Security-Updates-API https://github.com/Aein-Bagheri/MSRC-Microsoft-Security-Updates-API
null
Amazon Web Services (AWS);Ansible;APT;Bun;Cargo;Chocolatey;Cloudflare;Composer;Datadog;Digital Ocean;Docker;Firebase;Google Cloud;Gradle;Heroku;Homebrew;IBM Cloud;Kubernetes;Make;Maven (build tool);Microsoft Azure;MSBuild;Netlify;New Relic;Ninja;npm;NuGet;Pacman;Pip;pnpm;Podman;Poetry;Prometheus;Railway;Splunk;Supabase;Terraform;Vercel;Vite;Webpack;Yandex Cloud;Yarn
Amazon Web Services (AWS);Ansible;APT;Bun;Cargo;Chocolatey;Cloudflare;Composer;Datadog;Digital Ocean;Docker;Firebase;Google Cloud;Gradle;Heroku;Homebrew;IBM Cloud;Kubernetes;Make;Maven (build tool);Microsoft Azure;MSBuild;Netlify;New Relic;Ninja;npm;NuGet;Pacman;Pip;pnpm;Podman;Poetry;Prometheus;Railway;Splunk;Supabase;Terraform;Vercel;Vite;Webpack;Yandex Cloud;Yarn
Amazon Web Services (AWS);Ansible;APT;Bun;Cargo;Chocolatey;Cloudflare;Composer;Datadog;Digital Ocean;Docker;Firebase;Google Cloud;Gradle;Heroku;Homebrew;IBM Cloud;Kubernetes;Make;Maven (build tool);Microsoft Azure;MSBuild;Netlify;New Relic;Ninja;npm;NuGet;Pacman;Pip;pnpm;Podman;Poetry;Prometheus;Railway;Splunk;Supabase;Terraform;Vercel;Vite;Webpack;Yandex Cloud;Yarn
NA NA
null
Angular;AngularJS;ASP.NET;ASP.NET Core;Astro;Blazor;Deno;Django;Drupal;Express;FastAPI;Fastify;Flask;jQuery;Laravel;NestJS;Next.js;Node.js;Nuxt.js;Phoenix;React;Ruby on Rails;Spring Boot;Svelte;Symfony;Vue.js;WordPress;Axum
Angular;AngularJS;ASP.NET;ASP.NET Core;Astro;Blazor;Deno;Django;Drupal;Express;FastAPI;Fastify;Flask;jQuery;Laravel;NestJS;Next.js;Node.js;Nuxt.js;Phoenix;React;Ruby on Rails;Spring Boot;Svelte;Symfony;Vue.js;WordPress;Axum
Angular;AngularJS;ASP.NET;ASP.NET Core;Astro;Blazor;Deno;Django;Drupal;Express;FastAPI;Fastify;Flask;jQuery;Laravel;NestJS;Next.js;Node.js;Nuxt.js;Phoenix;React;Ruby on Rails;Spring Boot;Svelte;Symfony;Vue.js;WordPress;Axum
NA NA
null
Aider;Android Studio;Bolt;Claude Code;Cline and/or Roo;Cursor;Eclipse;IntelliJ IDEA;Jupyter Notebook/JupyterLab;Lovable.dev;Nano;Neovim;Notepad++;PhpStorm;PyCharm;Rider;RustRover;Sublime Text;Trae;Vim;Visual Studio;Visual Studio Code;VSCodium;WebStorm;Windsurf;Xcode;Zed
Aider;Android Studio;Bolt;Claude Code;Cline and/or Roo;Cursor;Eclipse;IntelliJ IDEA;Jupyter Notebook/JupyterLab;Lovable.dev;Nano;Neovim;Notepad++;PhpStorm;PyCharm;Rider;RustRover;Sublime Text;Trae;Vim;Visual Studio;Visual Studio Code;VSCodium;WebStorm;Windsurf;Xcode;Zed
Aider;Android Studio;Bolt;Claude Code;Cline and/or Roo;Cursor;Eclipse;IntelliJ IDEA;Jupyter Notebook/JupyterLab;Lovable.dev;Nano;Neovim;Notepad++;PhpStorm;PyCharm;Rider;RustRover;Sublime Text;Trae;Vim;Visual Studio;Visual Studio Code;VSCodium;WebStorm;Windsurf;Xcode;Zed
NA NA
.NET 8 or higher;c++23;Tailwind CSS 4;Polars;hostinger;Odoo;Large Language Model;SwiftData;Amazon Bedrock;Pydantic;RAG;Microsoft Fabric;Google Gemini;Shadcn/ui;Delphi 12+ Athens;Ollama;LangGraph;uv;Ultralytics;visionOS
.NET 8 or higher;c++23;Tailwind CSS 4;Polars;hostinger;Odoo;Large Language Model;SwiftData;Amazon Bedrock;Pydantic;RAG;Microsoft Fabric;Google Gemini;Shadcn/ui;Delphi 12+ Athens;Ollama;LangGraph;uv;Ultralytics;visionOS
.NET 8 or higher;c++23;Tailwind CSS 4;Polars;hostinger;Odoo;Large Language Model;SwiftData;Amazon Bedrock;Pydantic;RAG;Microsoft Fabric;Google Gemini;Shadcn/ui;Delphi 12+ Athens;Ollama;LangGraph;uv;Ultralytics;visionOS
null
null
Windows;MacOS;Ubuntu;Android;Windows Subsystem for Linux (WSL);iOS;Debian;Linux (non-WSL);Arch;iPadOS;Red Hat;Fedora;ChromeOS;Pop!_OS;NixOS
Windows;MacOS;Ubuntu;Android;Windows Subsystem for Linux (WSL);iOS;Debian;Linux (non-WSL);Arch;iPadOS;Red Hat;Fedora;ChromeOS;Pop!_OS;NixOS
Airtable;Asana;Azure Devops;Clickup;Coda;Confluence;Doxygen;GitHub;GitLab;Google Colab;Google Workspace;Jira;Linear;Lucid (includes Lucidchart);Markdown File;Microsoft Planner;Miro;Monday.com;Notion;Obsidian;Redmine;Stack Overflow for Teams;Trello;Wikis;YouTrack
Airtable;Asana;Azure Devops;Clickup;Coda;Confluence;Doxygen;GitHub;GitLab;Google Colab;Google Workspace;Jira;Linear;Lucid (includes Lucidchart);Markdown File;Microsoft Planner;Miro;Monday.com;Notion;Obsidian;Redmine;Stack Overflow for Teams;Trello;Wikis;YouTrack
Airtable;Asana;Azure Devops;Clickup;Coda;Confluence;Doxygen;GitHub;GitLab;Google Colab;Google Workspace;Jira;Linear;Lucid (includes Lucidchart);Markdown File;Microsoft Planner;Miro;Monday.com;Notion;Obsidian;Redmine;Stack Overflow for Teams;Trello;Wikis;YouTrack
NA NA
Stack Overflow;Stack Exchange;Discord;Reddit;Dev.to;Hacker News;Hashnode;GitHub (public projects, not private repos);Slack (public channels, not work);Bluesky;X;Kaggle;YouTube;Twitch;LinkedIn;Substack;Medium;Company-sponsored forums
Stack Overflow;Stack Exchange;Discord;Reddit;Dev.to;Hacker News;Hashnode;GitHub (public projects, not private repos);Slack (public channels, not work);Bluesky;X;Kaggle;YouTube;Twitch;LinkedIn;Substack;Medium;Company-sponsored forums
Stack Overflow;Stack Exchange;Discord;Reddit;Dev.to;Hacker News;Hashnode;GitHub (public projects, not private repos);Slack (public channels, not work);Bluesky;X;Kaggle;YouTube;Twitch;LinkedIn;Substack;Medium;Company-sponsored forums
NA NA
null
Alibaba Cloud Qwen models;Amazon Titan models;Anthropic: Claude Sonnet;Cohere: Command A;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;Perplexity Sonar models;Reka (Flash 3 or other Reka models);X Grok models
Alibaba Cloud Qwen models;Amazon Titan models;Anthropic: Claude Sonnet;Cohere: Command A;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;Perplexity Sonar models;Reka (Flash 3 or other Reka models);X Grok models
Alibaba Cloud Qwen models;Amazon Titan models;Anthropic: Claude Sonnet;Cohere: Command A;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;Perplexity Sonar models;Reka (Flash 3 or other Reka models);X Grok models
NA NA
Not sure/can't remember
Infrequently, less than once per year
More than 15 years, or since Stack Overflow started in 2008
Multiple times per day
Chat (people);Message Boards;Long-form articles;Videos;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;Chat (bot/AI);Other (write in):
null
Yes, definitely
I don't use AI or AI-enabled tools
Yes, I use AI tools monthly or infrequently
Unsure
Neither trust nor distrust
I don't use AI tools for complex tasks / I don't know
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;Other (write in):
null
AI solutions that are almost right, but not quite;Debugging AI-generated code is more time-consuming;I don’t use AI tools regularly;I’ve become less confident in my own problem-solving;Other (write in):;It’s hard to understand how or why the code works;I haven’t encountered any problems
https://en.wikipedia.org/wiki/Vibe_coding
Yes, I use AI agents at work monthly or infrequently
No, but my development work has significantly changed due to non-AI factors
Software engineering;Business process automation;Decision intelligence;IT operations;Data and analytics;Customer service support;Marketing;Robotics;Cybersecurity;Other Industry purpose (write in):
Multi-platform search enablement;Language processing;Agent/multi-agent orchestration;Vector databases for AI applications;MCP servers;Integration with external agents and APIs;Personalized agent creation;Other specific task (write in):
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 spent on specific development tasks.;AI agents have improved collaboration within my team.;Write in the most significant benefit if not listed above.
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 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 above:
null
null
null
null
Redis;Fireproof;LanceDB;Letta;Neo4j;Qdrant;GitHub MCP Server;ChromaDB;supabase;pgvector;Milvus;Weaviate;Pinecone;Zep;LangMem;mem0
null
Vertex AI;Agno;AutoGen (Microsoft);CrewAI;IBM watsonx.ai;Llama Index;Ollama;Semantic Kernel;OpenRouter;LangChain;Smol-AGI;Zapier;Amazon Bedrock Agents;LangGraph;Haystack;Martian;phidata;Smolagents;lyzr
null
Sentry;Galileo;Honeycomb;Metero;New Relic;opik;Snyk;Grafana + Prometheus;Adversarial Robustness Toolbox (ART);LangSmith;Langfuse;Wiz;Protect AI;Vectra AI;arize;helicone
null
ChatGPT;Claude Code;GitHub Copilot;Google Gemini;Microsoft Copilot;AgentGPT;Auto-GPT;Devin AI;Glean (Enterprise Agents);OpenHands (formerly OpenDevin);Roo code (Roo-Cline);Tabnine;Replit;v0.dev;Perplexity;Bolt.new;Blackbox AI;Amazon Codewhisperer;Lovable.dev;Cody
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 help troubleshooting;Other (please specify):;I don’t think I’ll need help from people anymore
⁰0021aio
null
0
14,222
14,223
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
10
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
15
Developer, back-end
10,000 or more 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
14,223
14,224
I am learning to code
35-44 years old
Some college/university study without earning a degree
Independent contractor, freelancer, or self-employed
Caring for dependents (children, elderly, etc.);Volunteering (regularly);Engaged in paid work (10-19 hours per week)
25
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);Books / Physical media;Videos (not associated with specific online course or certification);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;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);Blogs or podcasts;Books / Physical media
19
Other (please specify):
Just me - I am a freelancer, sole proprietor, etc.
Individual contributor
Remote
Yes, I endorsed a tool that was ultimately not purchased or used at my organization
Personal Project
Good brand and public image NA
Inefficient or time-costly NA
Media & Advertising Services
null
No
I have neither consider or transitioned into a new career or industry
34
13
United States of America
USD United States dollar
32,000
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
A few times per week
Less than one year
Less than once every 2 - 3 months
Chat (people);Message Boards;Long-form articles;Coding challenges;Lists of recommendations (tools, frameworks, technologies, etc.);Direct messaging of users;Chat (bot/AI)
Comment on Q&A posts NA
Neutral
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
Committing and reviewing code;Search for answers;Creating or maintaining documentation
Testing code
Learning about a codebase;Writing code;Documenting code;Debugging or fixing code;Deployment and monitoring;Generating content or synthetic data
Project planning;Predictive analytics
Learning new concepts or technologies
AI solutions that are almost right, but not quite;I don’t use AI tools regularly;I’ve become less confident in my own problem-solving;It’s hard to understand how or why the code works
No
Yes, I use AI agents at work monthly or infrequently
Yes, somewhat
Software engineering;Decision intelligence;Data and analytics;Customer service support;Marketing
Language processing;Agent/multi-agent orchestration;Vector databases for AI applications;Integration with external agents and APIs;Personalized agent creation
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 improved collaboration within my team.
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.
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.
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.;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
Fireproof;LanceDB;Qdrant;GitHub MCP Server;supabase;pgvector;Milvus;Pinecone;Zep
null
Vertex AI;AutoGen (Microsoft);CrewAI;IBM watsonx.ai;Llama Index;Ollama;OpenRouter;Smol-AGI;Zapier;LangGraph;Haystack;Martian;phidata;lyzr
null
Sentry;Metero;New Relic;Snyk;Langfuse;Wiz;arize
null
ChatGPT;GitHub Copilot;Google Gemini;Microsoft Copilot;AgentGPT;Auto-GPT;OpenHands (formerly OpenDevin);Blackbox AI;Amazon Codewhisperer
null
When I don’t trust AI’s answers;When I want to learn best practices;When I want to compare different solutions;When I’m stuck and can’t explain the problem
Yes
32,000
null
14,224
14,225
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
None of the above
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);Books / Physical media;Stack Overflow or Stack Exchange;Technical documentation (is generated for/by the tool or system);Coding Bootcamp;School (i.e., University, College, etc)
No, I didn't spend time learning in the past year
null
5
Developer, desktop or enterprise applications
null
null
null
No
Work
Easy-to-use API NA
Availability of better alternatives NA
Software Development
You like your manager NA
No
I have somewhat considered changing my career and/or the industry I work in
4
2
India
USD United States dollar
500,000
null
Bash/Shell (all shells)
Bash/Shell (all shells)
Bash/Shell (all shells)
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
.NET 8 or higher;c++23
.NET 8 or higher;c++23
.NET 8 or higher;c++23
null
null
Windows;Android;iOS
Windows;Android;iOS
Google Workspace
Google Workspace
Google Workspace
NA NA
Stack Overflow;Reddit;X;YouTube;LinkedIn
Stack Overflow;Reddit;X;YouTube;LinkedIn
Stack Overflow;Reddit;X;YouTube;LinkedIn
NA NA
No
null
null
null
NA NA
Yes
Multiple times per day
Between 5 and 10 years
Infrequently, less than once per year
Chat (people);Message Boards;Long-form articles;Videos;Direct messaging of users
Answer a question NA
Neutral
I don't use AI or AI-enabled tools
Yes, I use AI tools monthly or infrequently
Unsure
Neither trust nor distrust
Bad at handling complex tasks
null
Learning about a codebase;Writing code;Debugging or fixing code;Testing code;Committing and reviewing code;Deployment and monitoring
Project planning;Documenting code;Predictive analytics;Search for answers;Generating content or synthetic data;Creating or maintaining documentation;Learning new concepts or technologies
null
null
I don’t use AI tools regularly
never. That are complete bullshit.
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.;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 above:
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.;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 have ethical or security concerns about code;When I’m stuck and can’t explain the problem
C++ development
500,000
10
14,225
14,226
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
14,226
14,227
I am a developer by profession
35-44 years old
Some college/university study without earning a degree
Employed
None of the above
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);Books / Physical media;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;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);Other online resources (e.g. standard search, forum, online community)
20
Developer, full-stack
Less than 20 employees
Individual contributor
In-person
No
Work
Costs are manageable NA
Availability of better alternatives NA
Computer Systems Design and Services
Innovation through solving challenging and complex problems NA
No
I have neither consider or transitioned into a new career or industry
null
null
United States of America
USD United States dollar
135,000
Yes
Bash/Shell (all shells);HTML/CSS;JavaScript;Lua;Python;SQL;TypeScript
Bash/Shell (all shells);Go;HTML/CSS;Lua;Python;Rust;SQL;TypeScript;Zig;Gleam
Bash/Shell (all shells);HTML/CSS;Lua;Python;SQL;TypeScript
Elm Elm, Roc
Yes
PostgreSQL
InfluxDB;PostgreSQL;Redis;Cockroachdb
PostgreSQL
NA NA
Yes
APT;Cloudflare;Docker;Firebase;Google Cloud;Homebrew;Kubernetes;npm;Pacman;Pip;pnpm;Vite;Yarn
APT;Cargo;Cloudflare;Datadog;Docker;Firebase;Homebrew;Kubernetes;Microsoft Azure;Pacman;Pip;pnpm;Prometheus;Terraform
APT;Cloudflare;Docker;Firebase;Homebrew;Kubernetes;Pacman;Pip;pnpm
NA NA
Yes
FastAPI;Node.js;React
Next.js;Node.js;React;Svelte
Node.js;React
Elm Elm
Yes
Cursor;Neovim;Visual Studio Code
Cursor;Neovim;Windsurf
Cursor;Neovim
NA NA
Large Language Model;Pydantic;Google Gemini;Shadcn/ui
Tailwind CSS 4;Large Language Model;Pydantic;RAG;Google Gemini;Shadcn/ui;LangGraph
Large Language Model;Pydantic;Google Gemini;Shadcn/ui
null
null
Windows;Linux (non-WSL);Arch
MacOS;Debian;Linux (non-WSL)
Coda;GitHub;Google Workspace;Jira;Markdown File
GitHub;Google Workspace;Jira;Markdown File
GitHub;Google Workspace;Jira;Markdown File
NA NA
Stack Overflow;Stack Exchange;Reddit;GitHub (public projects, not private repos);YouTube;Medium
Stack Overflow;Stack Exchange;Reddit;GitHub (public projects, not private repos);YouTube;Medium
Stack Overflow;Stack Exchange;Reddit;GitHub (public projects, not private repos);YouTube;Medium
NA NA
Yes
Anthropic: Claude Sonnet;Gemini (Flash general purpose models);Gemini (Pro Reasoning models);openAI GPT (chatbot models);openAI Image generating models;openAI Reasoning models
Anthropic: Claude Sonnet;Gemini (Flash general purpose models);Gemini (Pro Reasoning models);openAI GPT (chatbot models);openAI Image generating models;openAI Reasoning models
Anthropic: Claude Sonnet;Gemini (Flash general purpose models);Gemini (Pro Reasoning models);openAI GPT (chatbot models);openAI Image generating models;openAI Reasoning models
NA NA
Yes
Less than once per month or monthly
More than 15 years, or since Stack Overflow started in 2008
Less than once every 2 - 3 months
Videos;Lists of recommendations (tools, frameworks, technologies, etc.);Chat (bot/AI)
Directly open a Q&A post via search, documentation or a peer NA
Yes, somewhat
More than half the time
Yes, I use AI tools daily
Very favorable
Somewhat trust
Good, but not great at handling complex tasks
Learning about a codebase;Project planning;Committing and reviewing code;Learning new concepts or technologies
null
Deployment and monitoring
Predictive analytics
Writing code;Documenting code;Debugging or fixing code;Testing code;Search for answers;Generating content or synthetic data;Creating or maintaining documentation
AI solutions that are almost right, but not quite;Other (write in):
Yes, as a starting point for iteration
Yes, I use AI agents at work daily
Yes, to a great extent
Software engineering
null
AI agents have accelerated my learning about new technologies or codebases.
AI agents have improved collaboration within my team.
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 helped me solve complex problems more effectively.;AI agents have reduced the time spent on specific development tasks.
null
I have concerns about the security and privacy of data when using 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
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.;Integrating AI agents with my existing tools and workflows can be difficult.
null
null
null
null
null
null
null
ChatGPT;GitHub Copilot;Google Gemini
Cursor
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’m stuck and can’t explain the problem
Articulating specifications Project management Directing agents
135,000
10
14,227
14,228
I am a developer by profession
18-24 years old
Bachelor’s degree (B.A., B.S., B.Eng., etc.)
Student
None of the above
2
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);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)
3
Developer, back-end
null
null
null
null
Personal Project
Reputation for quality NA
Prohibitive pricing NA
null
Developing specialized expertise NA
Yes
I have strongly considered changing my career and/or the industry I work in
9
3
Turkey
TRY Turkish lira
0
Yes
C#;HTML/CSS;JavaScript;SQL
C#;JavaScript;Python
C#;JavaScript
NA NA
Yes
Cloud Firestore;Microsoft SQL Server;MySQL;Supabase
Cloud Firestore;MongoDB;MySQL;PostgreSQL;Redis
Cloud Firestore;MySQL
NA NA
Yes
Docker;Firebase;Gradle;npm;NuGet;Podman;Supabase;Vercel;Vite
Docker;Firebase;npm;NuGet
Docker;Firebase;npm;NuGet
NA NA
Yes
ASP.NET;ASP.NET Core;Blazor;React
ASP.NET Core;FastAPI
ASP.NET Core
NA NA
Yes
Android Studio;Cursor;Eclipse;Lovable.dev;Visual Studio;Visual Studio Code
Cursor;Lovable.dev;Visual Studio;Visual Studio Code
Cursor;Lovable.dev;Visual Studio;Visual Studio Code
NA NA
.NET 8 or higher;Tailwind CSS 4;hostinger;Google Gemini
.NET 8 or higher;Tailwind CSS 4;hostinger;Large Language Model;Google Gemini;Ollama
.NET 8 or higher;Tailwind CSS 4;hostinger;Google Gemini
null
null
Windows;Android
Windows
GitHub;Notion
GitHub;Notion
GitHub;Notion
NA NA
GitHub (public projects, not private repos);YouTube;LinkedIn
GitHub (public projects, not private repos);Kaggle;YouTube
GitHub (public projects, not private repos);YouTube
NA NA
Yes
Gemini (Flash general purpose models);openAI GPT (chatbot models);openAI Image generating models
Gemini (Pro Reasoning models)
null
NA NA
Yes
Less than once every 2 - 3 months
Less than one year
I have never participated in Q&A on Stack Overflow
Videos
Browse content related to Q&A posts I recently viewed NA
No, not really
Rarely, almost never
Yes, I use AI tools daily
Very favorable
Neither trust nor distrust
Good, but not great at handling complex tasks
Learning about a codebase;Writing code;Documenting code;Learning new concepts or technologies
null
Testing code;Committing and reviewing code;Deployment and monitoring
Project planning;Creating or maintaining documentation
Debugging or fixing code;Predictive analytics;Search for answers;Generating content or synthetic data
AI solutions that are almost right, but not quite;I’ve become less confident in my own problem-solving
Yes
Yes, I use AI agents at work daily
Yes, to a great extent
Software engineering
null
AI agents have helped me automate repetitive tasks.;AI agents have improved the quality of my code.
null
null
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.
null
null
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.
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
supabase
null
null
null
null
null
ChatGPT;GitHub Copilot;Google Gemini;Lovable.dev
null
When I don’t trust AI’s answers;When I want to learn best practices;When I want to compare different solutions;When I have ethical or security concerns about code
Ai, creativity, product management
null
6
14,228
14,229
I used to be a developer by profession, but no longer am
35-44 years old
Master’s degree (M.A., M.S., M.Eng., MBA, etc.)
Employed
null
16
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-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)
20
Engineering manager
5,000 to 9,999 employees
People manager
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
14,229
14,230
I am not primarily a developer, but I write code sometimes as part of my work/studies
18-24 years old
Some college/university study without earning a degree
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
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;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
7
Student
I don’t know
Individual contributor
Remote
No
School
Customizable and manageable codebase NA
Poor usability NA
Other:
null
No
I have somewhat considered changing my career and/or the industry I work in
4
4
United States of America
USD United States dollar
null
Yes
HTML/CSS;Java;JavaScript;MATLAB;Python;R
Bash/Shell (all shells);C;C#;C++;Java;Lisp;Python;R
Java;Python;R
NA Julia
No
null
null
null
NA NA
No
null
null
null
NA NA
No
null
null
null
NA NA
Yes
Jupyter Notebook/JupyterLab;Vim;Visual Studio Code;Xcode
Jupyter Notebook/JupyterLab;Visual Studio Code
Jupyter Notebook/JupyterLab;Visual Studio Code
RStudio RStudio
null
null
null
null
null
MacOS
MacOS;Linux (non-WSL)
GitHub;Google Colab;Google Workspace
GitHub
GitHub
NA NA
Stack Overflow;Stack Exchange;GitHub (public projects, not private repos);YouTube
Stack Overflow;GitHub (public projects, not private repos)
Stack Overflow;GitHub (public projects, not private repos)
NA NA
No
null
null
null
NA NA
Yes
A few times per month or weekly
Between 3 and 5 years
Infrequently, less than once per year
Logic games/puzzles
Directly open a Q&A post via search, documentation or a peer NA
Neutral
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;Committing and reviewing code;Deployment and monitoring;Predictive analytics;Search for answers;Generating content or synthetic data;Learning new concepts or technologies;Other (write in):
Writing code;Documenting code;Debugging or fixing code;Testing code;Creating or maintaining documentation
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
null
null
null
null
null
null
null
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
null
null
null
14,230
14,231
I am not primarily a developer, but I write code sometimes as part of my work/studies
45-54 years old
Bachelor’s degree (B.A., B.S., B.Eng., etc.)
Employed
Engaged in paid work (less than 10 hours per week)
15
Yes, I am not new to coding but am learning new coding techniques or programming language
AI CodeGen tools or AI-enabled apps
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
14,231
14,232
I am a developer by profession
25-34 years old
Bachelor’s degree (B.A., B.S., B.Eng., etc.)
Employed
Volunteering (regularly);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
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
Stack Overflow or Stack Exchange
null
Developer, mobile
1,000 to 4,999 employees
Individual contributor
In-person
Yes, I influenced the purchase of a substantial addition to the tech stack
Work
Good brand and public image NA
Lack of or sub-par API 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
6
6
India
INR Indian rupee
null
Yes
Dart;Java;Kotlin
Dart;Java;Kotlin
Dart;Java;Kotlin
NA NA
Yes
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;Android;iOS
Windows;MacOS;Android;iOS
null
null
null
NA NA
null
null
null
NA NA
null
null
null
null
NA NA
Yes
Daily or almost daily
Between 5 and 10 years
Less than once per month or monthly
null
Answer a question NA
Neutral
null
Yes, I use AI tools daily
Very favorable
Somewhat trust
Good, but not great at handling complex tasks
Project planning;Documenting code;Predictive analytics;Search for answers;Learning new concepts or technologies
Testing code;Committing and reviewing code;Deployment and monitoring
Writing code
Learning about a codebase;Debugging or fixing code;Creating or maintaining documentation
Generating content or synthetic data
AI solutions that are almost right, but not quite
yes
Yes, I use AI agents at work weekly
Not at all or minimally
Software engineering;IT operations
null
AI agents have increased my productivity.;AI agents have improved collaboration within my team.
AI agents have helped me automate repetitive tasks.;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 the quality of my code.;AI agents have accelerated my learning about new technologies or codebases.
Write in the most significant benefit if not listed above.
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.;Write in the most significant challenge if not listed above:
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
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
LanceDB;ChromaDB;Milvus
null
Agno;CrewAI;Llama Index
null
Adversarial Robustness Toolbox (ART)
null
null
null
null
Ai
null
6
14,232
14,233
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
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;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;Other (please specify):
18
Developer, full-stack
100 to 499 employees
People manager
In-person
No
Work
Easy-to-use API NA
Security or privacy concerns NA
Banking/Financial Services
Recognition from peers for your work NA
No
I have somewhat considered changing my career and/or the industry I work in
9
4
Taiwan
TWD New Taiwan dollar
900,000
Yes
Bash/Shell (all shells);C#;HTML/CSS;JavaScript;PowerShell;SQL;TypeScript
Bash/Shell (all shells);C#;Dart;Go;HTML/CSS;JavaScript;PowerShell;Python;Swift;TypeScript
Bash/Shell (all shells);C#;HTML/CSS;JavaScript;PowerShell;TypeScript
NA NA
Yes
Microsoft SQL Server
Microsoft SQL Server;MySQL;Redis
Microsoft SQL Server
NA NA
Yes
MSBuild;npm;NuGet;Vite;Webpack
Amazon Web Services (AWS);Docker;MSBuild;npm;NuGet;Vite
MSBuild;npm;NuGet;Vite
NA NA
Yes
ASP.NET;ASP.NET Core;Node.js;Vue.js
Vue.js
Vue.js
NA NA
Yes
Notepad++;Visual Studio;Visual Studio Code
Notepad++;Sublime Text;Visual Studio;Visual Studio Code
Notepad++;Visual Studio;Visual Studio Code
NA NA
.NET 8 or higher
.NET 8 or higher;Tailwind CSS 4;Google Gemini
.NET 8 or higher
null
null
Windows;MacOS;iOS
Windows
Azure Devops;Confluence;GitLab;Jira;Miro;Notion
GitHub;GitLab;Miro;Notion;Wikis
GitLab;Miro;Notion
NA NA
Stack Overflow;Stack Exchange;GitHub (public projects, not private repos);X;YouTube;Medium
Stack Overflow;Stack Exchange;Hacker News;GitHub (public projects, not private repos);Slack (public channels, not work);Bluesky;X;YouTube;Medium
Stack Overflow;Stack Exchange;GitHub (public projects, not private repos);X;YouTube;Medium
NA NA
Yes
Gemini (Flash general purpose models);openAI GPT (chatbot models)
Gemini (Flash general purpose models);Gemini (Pro Reasoning models);Meta Llama (all models);openAI GPT (chatbot models);openAI Reasoning models;Perplexity Sonar models
Gemini (Flash general purpose models);openAI GPT (chatbot models)
NA NA
Yes
Daily or almost daily
Between 10 and 15 years
Less than once every 2 - 3 months
Long-form articles;Coding challenges;Lists of recommendations (tools, frameworks, technologies, etc.);Chat (bot/AI)
Upvote/Downvote Q&A posts NA
Yes, somewhat
I don't use AI or AI-enabled tools
Yes, I use AI tools weekly
Favorable
Somewhat trust
I don't use AI tools for complex tasks / I don't know
Writing code;Search for answers;Learning new concepts or technologies
Learning about a codebase
Project planning;Debugging or fixing code;Testing code;Committing and reviewing code;Deployment and monitoring;Predictive analytics
Documenting code;Generating content or synthetic data;Creating or maintaining documentation
null
Debugging AI-generated code is more time-consuming
No, but I like to try
No, but I plan to
Not at all or minimally
null
null
null
null
null
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
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 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.
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’m stuck and can’t explain the problem
planning and people communicating
30,498
6
14,233
14,234
I am a developer by profession
35-44 years old
Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)
Independent contractor, freelancer, or self-employed
None of the above
17
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);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
19
Founder, technology or otherwise
null
null
null
No
Personal Project
Connected to an open-source project NA
Inefficient or time-costly NA
Software Development
Solving real-world problems NA
No
I have somewhat considered changing my career and/or the industry I work in
7
2
Iraq
IQD Iraqi dinar
null
Yes
Bash/Shell (all shells);C#;C++;HTML/CSS;JavaScript;Lua;PHP;PowerShell;Python;SQL;TypeScript
Go
null
NA NA
Yes
MariaDB;MongoDB;MySQL;PostgreSQL;Redis;SQLite
null
null
Json file, IndexedDB NA
Yes
APT;npm;NuGet;Pip;Vite
null
null
NA NA
Yes
Express;Flask;jQuery;NestJS;Node.js;React
null
null
NA NA
Yes
Bolt;Cline and/or Roo;Visual Studio Code
null
null
NA NA
Tailwind CSS 4;Google Gemini;Shadcn/ui
Odoo
null
null
null
Debian
Debian;Linux (non-WSL)
GitHub;Markdown File;Obsidian
null
null
NA NA
Stack Overflow
null
null
NA NA
Yes
Anthropic: Claude Sonnet;DeepSeek (R- Reasoning models);DeepSeek (V- General purpose models);Gemini (Pro Reasoning models)
null
null
NA NA
Yes
Less than once per month or monthly
Between 10 and 15 years
Less than once every 2 - 3 months
Other (write in):
Directly open a Q&A post via search, documentation or a peer NA
No, not really
Rarely, almost never
Yes, I use AI tools daily
Very favorable
Highly distrust
Very poor at handling complex tasks
Project planning;Debugging or fixing code;Generating content or synthetic data
Testing code;Deployment and monitoring;Predictive analytics
null
null
Learning about a codebase;Writing code;Documenting code;Committing and reviewing code;Search for answers;Creating or maintaining documentation;Learning new concepts or technologies
AI solutions that are almost right, but not quite;Other (write in):
No. AI just writes code not engineer or architect level I specify the stack, libraries how it should be done, what to be aware of etc etc... then review the AI code then change it if applicable or correct the AI
Yes, I use AI agents at work daily
Yes, to a great extent
Data and analytics;Other Industry purpose (write in):
MCP servers
null
AI agents have improved the quality of my code.;AI agents have helped me solve complex problems more effectively.
null
AI agents have increased my productivity.;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 improved collaboration within my team.
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.;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
GitHub Copilot;Bolt.new
null
When I don’t trust AI’s answers;When I have ethical or security concerns about code
Engineering, designing, architectural, cyber security, complex problem solving
null
0
14,234
14,235
I used to be a developer by profession, but no longer am
25-34 years old
Bachelor’s degree (B.A., B.S., B.Eng., etc.)
Employed
None of the above
6
Yes, I am not new to coding but am learning new coding techniques or programming language
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);Videos (not associated with specific online course or certification);Online Courses or Certification (includes all media types);Blogs or podcasts
5
Financial analyst or engineer
5,000 to 9,999 employees
People manager
Hybrid (some remote, leans heavy to in-person)
Yes, I endorsed a tool that was ultimately not purchased or used at my organization
Work
Easy-to-use API NA
Availability of better alternatives NA
Banking/Financial Services
null
Yes
I have strongly considered changing my career and/or the industry I work in
6
8
Peru
PEN Peruvian sol
58,000
Yes
Bash/Shell (all shells);COBOL;Go;HTML/CSS;JavaScript;MATLAB;MicroPython;PowerShell;Python;R;Scala;SQL;TypeScript;VBA;Visual Basic (.Net);Gleam
Ada;Assembly;C;C#;C++;Dart;Delphi;Elixir;Erlang;F#;Fortran;GDScript;Groovy;Java;Kotlin;Lisp;Lua;OCaml;Perl;PHP;Prolog;Ruby;Rust;Swift;Zig;Mojo
null
None Python
Yes
Cassandra;Cloud Firestore;Cosmos DB;Firebase Realtime Database;IBM DB2;MariaDB;Microsoft Access;Microsoft SQL Server;MongoDB;MySQL;Oracle;PostgreSQL;Snowflake;SQLite;Supabase
BigQuery;Databricks SQL;Datomic;DuckDB;Dynamodb;Elasticsearch;H2;InfluxDB;Neo4J;Redis;Clickhouse;Cockroachdb;Amazon Redshift;Pocketbase;Valkey
null
Supabase, PostgresSQL, Firebase Realtime Database Amazon Redshift, Redis, Microsoft Access
Yes
Cloudflare;Digital Ocean;Docker;Firebase;Make;npm;Supabase
Amazon Web Services (AWS);Ansible;APT;Bun;Cargo;Chocolatey;Composer;Datadog;Google Cloud;Gradle;Heroku;Homebrew;IBM Cloud;Kubernetes;Maven (build tool);Microsoft Azure;MSBuild;Netlify;New Relic;Ninja;NuGet;Pacman;Pip;pnpm;Podman;Poetry;Prometheus;Railway;Splunk;Terraform;Vercel;Vite;Yandex Cloud;Yarn
null
Supabase, npm, Docker Amazon Web Services (AWS), pnpm, pip, Supabase, npm, Docker
Yes
Astro;Django;FastAPI;Node.js;WordPress
Angular;AngularJS;ASP.NET;ASP.NET Core;Blazor;Deno;Drupal;Express;Fastify;Flask;jQuery;Laravel;NestJS;Next.js;Nuxt.js;Phoenix;React;Ruby on Rails;Spring Boot;Svelte;Symfony;Vue.js;Axum
null
None None
Yes
Bolt;Cursor;Jupyter Notebook/JupyterLab;Lovable.dev;Notepad++;Visual Studio Code;Windsurf
Aider;Android Studio;Claude Code;Cline and/or Roo;Eclipse;IntelliJ IDEA;Nano;Neovim;PhpStorm;PyCharm;Rider;RustRover;Sublime Text;Trae;Vim;Visual Studio;VSCodium;WebStorm;Xcode;Zed
null
none none
Tailwind CSS 4;Amazon Bedrock;RAG;Microsoft Fabric;Google Gemini;Ollama;LangGraph
.NET 8 or higher;c++23;Polars;hostinger;Odoo;Large Language Model;SwiftData;Pydantic;Shadcn/ui;Delphi 12+ Athens;uv;Ultralytics;visionOS
null
null
null
MacOS;Ubuntu;Windows Subsystem for Linux (WSL);Linux (non-WSL);iPadOS;NixOS
Windows;Android;iOS;Debian;Arch;Red Hat;Fedora;ChromeOS;Pop!_OS
Airtable;Asana;Azure Devops;Clickup;Confluence;GitHub;Google Colab;Google Workspace;Jira;Markdown File;Microsoft Planner;Miro;Monday.com;Notion;Obsidian;Redmine;Trello
Coda;Doxygen;GitLab;Linear;Lucid (includes Lucidchart);Stack Overflow for Teams;Wikis;YouTrack
null
None None
Reddit;GitHub (public projects, not private repos);X;YouTube;LinkedIn;Medium
Stack Overflow;Stack Exchange;Discord;Dev.to;Hacker News;Hashnode;Slack (public channels, not work);Bluesky;Kaggle;Twitch;Substack;Company-sponsored forums
null
None None
Yes
Anthropic: Claude Sonnet;Cohere: Command A;DeepSeek (R- Reasoning models);DeepSeek (V- General purpose models);Gemini (Flash general purpose models);Gemini (Pro Reasoning models);Mistral AI models;openAI GPT (chatbot models);openAI Image generating models;openAI Reasoning models;X Grok models
Alibaba Cloud Qwen models;Amazon Titan models;Meta Llama (all models);Microsoft Phi-4 models;Perplexity Sonar models;Reka (Flash 3 or other Reka models)
null
None None
Yes
Infrequently, less than once per year
I don't use Stack Overflow
I have never participated in Q&A on Stack Overflow
Message Boards;Long-form articles;Videos;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
Not sure
More than half the time
Yes, I use AI tools daily
Very favorable
Highly trust
Very well at handling complex tasks
Committing and reviewing code;Deployment and monitoring;Predictive analytics
null
Project planning;Testing code;Generating content or synthetic data
null
Learning about a codebase;Writing code;Documenting code;Debugging or fixing code;Search for answers;Creating or maintaining documentation;Learning new concepts or technologies
Debugging AI-generated code is more time-consuming
Yes
Yes, I use AI agents at work daily
Yes, to a great extent
Software engineering;Business process automation;Customer service support
Multi-platform search enablement;Agent/multi-agent orchestration;Vector databases for AI applications;MCP servers;Integration with external agents and APIs;Personalized agent creation
AI agents have improved collaboration within my team.
null
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 spent on specific development tasks.
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
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.
null
Qdrant;GitHub MCP Server;supabase;pgvector;Pinecone
enonw
Vertex AI;CrewAI;LangChain;Zapier
null
Grafana + Prometheus;Protect AI
Power Bi
ChatGPT;Claude Code;GitHub Copilot;Google Gemini;AgentGPT;Replit;Perplexity;Bolt.new;Lovable.dev
null
When I’m stuck and can’t explain the problem
Orchestration and management of agents with code and protocols
16,160
null
14,235
14,236
I am a developer by profession
18-24 years old
Some college/university study without earning a degree
Student
null
null
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;Games or coding challenges;School (i.e., University, College, etc)
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);Online Courses or Certification (includes all media types);Stack Overflow or Stack Exchange;Games or coding challenges;Books / Physical media;School (i.e., University, College, etc)
4
Student
null
null
null
null
Personal Project
Reputation for quality NA
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
14,236
14,237
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 for my personal curiosity and/or hobbies
Other (please specify):
35
Developer, back-end
500 to 999 employees
Individual contributor
Hybrid (some remote, leans heavy to in-person)
No
Work
Customizable and manageable codebase NA
Inefficient or time-costly NA
Banking/Financial Services
Collaboration and support from a team NA
No
I have strongly considered changing my career and/or the industry I work in
5
5
Australia
AUD Australian dollar
250,000
Yes
Bash/Shell (all shells);Go;HTML/CSS;JavaScript;Lua;PHP;SQL;TypeScript
Go;HTML/CSS;JavaScript
Go;HTML/CSS;JavaScript
NA NA
Yes
BigQuery;MariaDB;PostgreSQL;Redis
Elasticsearch;PostgreSQL;Redis
PostgreSQL;Redis
NA NA
Yes
Amazon Web Services (AWS);Ansible;APT;Cloudflare;Composer;Datadog;Docker;Homebrew;Make;New Relic;npm;Terraform;Webpack;Yarn
Amazon Web Services (AWS);Cloudflare;Composer;Docker;Homebrew;Make;Terraform
Amazon Web Services (AWS);Cloudflare;Composer;Docker;Homebrew;Make;Terraform
NA NA
Yes
Laravel;Vue.js
Laravel
Laravel
htmx htmx
Yes
Neovim;PhpStorm;Visual Studio Code;Windsurf
Neovim;PhpStorm
Neovim;PhpStorm
NA NA
Tailwind CSS 4;Google Gemini
Tailwind CSS 4
Tailwind CSS 4
null
null
Windows;Ubuntu;Android;iPadOS
MacOS
Confluence;GitHub;GitLab;Jira
GitHub;Jira
GitHub;Jira
NA NA
Reddit;GitHub (public projects, not private repos);YouTube
Reddit;GitHub (public projects, not private repos);YouTube
Reddit;GitHub (public projects, not private repos);YouTube
NA NA
Yes
null
null
null
NA NA
Yes
Less than once every 2 - 3 months
More than 15 years, or since Stack Overflow started in 2008
I have never participated in Q&A on Stack Overflow
null
null
No, not really
Rarely, almost never
Yes, I use AI tools daily
Indifferent
Somewhat distrust
Very poor at handling complex tasks
Generating content or synthetic data
Project planning;Documenting code;Testing code
Learning about a codebase;Committing and reviewing code;Deployment and monitoring;Predictive analytics;Creating or maintaining documentation;Learning new concepts or technologies
Writing code;Debugging or fixing code;Search for answers
null
Debugging AI-generated code is more time-consuming;I’ve become less confident in my own problem-solving;Other (write in):
no, because it produces sub-par, or buggy results
Yes, I use AI agents at work monthly or infrequently
Not at all or minimally
Business process automation;Customer service support
null
AI agents have increased my productivity.;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.
null
AI agents have improved the quality of my code.;AI agents have reduced the time spent on specific development tasks.
null
AI agents have improved collaboration within my team.
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.;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.;The cost of using certain AI agent platforms is a barrier.
null
null
null
null
null
null
null
ChatGPT;GitHub Copilot;Google Gemini;Tabnine
null
When I don’t trust AI’s answers;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 help troubleshooting
programming and design fundamentals. understanding context
162,523
2
14,237
14,238
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);Attending school (part-time)
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;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;Other online resources (e.g. standard search, forum, online community)
4
Developer, full-stack
I don’t know
Individual contributor
Remote
null
Work
Reliability and low latency NA
Security or privacy concerns NA
Software Development
null
No
I have strongly considered changing my career and/or the industry I work in
10
8
Brazil
BRL Brazilian real
30,000
Yes
C++;Go;HTML/CSS;JavaScript;Kotlin;TypeScript
Go;HTML/CSS;JavaScript;TypeScript
Go;HTML/CSS;JavaScript;TypeScript
NA NA
Yes
Cloud Firestore;MongoDB;PostgreSQL;Redis
Cloud Firestore;MongoDB;PostgreSQL;Redis
Cloud Firestore;MongoDB;PostgreSQL;Redis
NA NA
Yes
Bun;Docker;Firebase;npm;pnpm
Bun;Docker;Firebase;npm;pnpm
Bun;Docker;Firebase;npm;pnpm
NA NA
Yes
Deno;Express;Fastify;NestJS;Next.js;Node.js;React;Svelte
Deno;Express;NestJS;Next.js;Node.js;React;Svelte
Deno;Express;NestJS;Next.js;Node.js;React;Svelte
NA NA
Yes
Vim;Visual Studio;Visual Studio Code;WebStorm
Vim;Visual Studio;Visual Studio Code;WebStorm
Vim;Visual Studio;Visual Studio Code;WebStorm
NA NA
Tailwind CSS 4;Shadcn/ui
Tailwind CSS 4;Shadcn/ui
Tailwind CSS 4;Shadcn/ui
null
null
Windows;Windows Subsystem for Linux (WSL);Linux (non-WSL)
Windows;Windows Subsystem for Linux (WSL)
Confluence;Jira;Notion
Jira
Jira
NA NA
Stack Overflow;Discord;Reddit;GitHub (public projects, not private repos)
Stack Overflow;Discord;Reddit;GitHub (public projects, not private repos)
Stack Overflow;Discord;Reddit;GitHub (public projects, not private repos)
NA NA
No
null
null
null
NA NA
Yes
Daily or almost daily
Between 1 and 3 years
I have never participated in Q&A on Stack Overflow
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
Less than half of the time
Yes, I use AI tools daily
Unfavorable
Highly distrust
Very poor at handling complex tasks
Project planning;Writing code;Debugging or fixing code;Deployment and monitoring;Creating or maintaining documentation;Learning new concepts or technologies
Learning about a codebase;Documenting code;Testing code;Committing and reviewing code;Predictive analytics;Search for answers
null
null
Generating content or synthetic data
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
Yes, I use AI agents at work daily
Yes, to a great extent
Software engineering
null
AI agents have increased my productivity.;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 reduced the time spent on specific development tasks.
null
null
AI agents have improved the quality of my code.;AI agents have improved collaboration within my team.
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 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.
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
ChatGPT;Claude Code;GitHub Copilot;Tabnine;v0.dev
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
null
5,461
5
14,238
14,239
I am a developer by profession
25-34 years old
Some college/university study without earning a degree
Not employed
None of the above
8
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;AI CodeGen tools or AI-enabled apps
No, I learned something that was not related to AI or AI enablement for my personal curiosity and/or hobbies
null
10
Developer, full-stack
null
null
null
null
Work
Other (please specify): being maintained
Security or privacy concerns NA
null
You like your manager NA
I'm not sure
I have neither consider or transitioned into a new career or industry
null
null
Argentina
USD United States dollar
60,000
Yes
HTML/CSS;JavaScript;SQL;TypeScript
Go;HTML/CSS;JavaScript;Scala;SQL;TypeScript
HTML/CSS;JavaScript;SQL;TypeScript
NA NA
Yes
PostgreSQL
Neo4J
null
NA NA
No
null
null
null
NA NA
Yes
Express;Node.js;React
Express;Node.js
Express;Node.js
NA NA
Yes
Cursor;Visual Studio Code
Cursor
Cursor
NA NA
null
null
null
null
null
MacOS
MacOS
GitHub;Linear;Notion
GitHub;Linear
GitHub;Linear
NA NA
Stack Overflow;GitHub (public projects, not private repos);Slack (public channels, not work);YouTube;Substack
Stack Overflow;GitHub (public projects, not private repos);YouTube
Stack Overflow;GitHub (public projects, not private repos);YouTube
NA NA
Yes
Anthropic: Claude Sonnet
openAI GPT (chatbot models)
null
NA NA
Yes
Daily or almost daily
Between 5 and 10 years
I have never participated in Q&A on Stack Overflow
Long-form articles;Job board
null
No, not at all
I don't use AI or AI-enabled tools
Yes, I use AI tools daily
Favorable
Somewhat distrust
Very poor at handling complex tasks
Project planning;Writing code;Debugging or fixing code
Learning about a codebase;Documenting code;Testing code;Committing and reviewing code;Deployment and monitoring;Predictive analytics;Search for answers;Generating content or synthetic data;Creating or maintaining documentation
null
null
Learning new concepts or technologies
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
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.
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
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
null
60,000
8
14,239
14,240
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
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);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
7
Developer, back-end
500 to 999 employees
Individual contributor
Remote
No
Work
Easy-to-use API NA
Poor usability NA
Banking/Financial Services
Collaboration and support from a team NA
I'm not sure
I have transitioned into a new career and/or industry voluntarily
9
2
Cuba
CUP Cuban peso
10,656,000
Yes
HTML/CSS;Java;JavaScript;PHP;Prolog;Python;SQL;TypeScript;VBA;Visual Basic (.Net)
HTML/CSS;JavaScript;Python;Rust;SQL;TypeScript
HTML/CSS;JavaScript;Python;SQL;TypeScript
NA NA
Yes
Elasticsearch;MariaDB;MySQL;PostgreSQL;Redis;SQLite
PostgreSQL;Redis
PostgreSQL;Redis
NA NA
Yes
Amazon Web Services (AWS);Ansible;Docker;Homebrew;Netlify;npm;Pip;pnpm;Poetry;Vite;Webpack;Yarn
Cargo;Docker;Homebrew;Netlify;Pip;pnpm;Poetry;Vite;Yarn
Docker;Homebrew;Netlify;Pip;pnpm;Poetry;Vite;Yarn
NA NA
Yes
Astro;Django;Flask;jQuery;React;Vue.js
Django;FastAPI;Flask;React;Vue.js
Django;Flask;React;Vue.js
NA NA
Yes
Cursor;Eclipse;IntelliJ IDEA;Neovim;PyCharm;RustRover;Vim;Visual Studio Code;Windsurf;Zed
Neovim;Vim;Zed
Neovim;Vim;Zed
NA NA
Odoo;Pydantic;Ollama;uv
Odoo;Pydantic;uv
Odoo;Pydantic;uv
null
null
MacOS;Android;Linux (non-WSL);Arch
MacOS;Android
GitHub;GitLab;Google Colab;Jira;Miro;Redmine
GitHub;Jira;Miro
GitHub;Jira;Miro
NA NA
Stack Overflow;GitHub (public projects, not private repos);YouTube;LinkedIn
Stack Overflow;GitHub (public projects, not private repos);YouTube;LinkedIn
Stack Overflow;GitHub (public projects, not private repos);YouTube;LinkedIn
NA NA
null
DeepSeek (R- Reasoning models);DeepSeek (V- General purpose models);Microsoft Phi-4 models;openAI GPT (chatbot models);Perplexity Sonar models
DeepSeek (R- Reasoning models);DeepSeek (V- General purpose models);openAI GPT (chatbot models)
DeepSeek (R- Reasoning models);DeepSeek (V- General purpose models);openAI GPT (chatbot models)
NA NA
Yes
Infrequently, less than once per year
Between 3 and 5 years
Infrequently, less than once per year
Coding challenges;Logic games/puzzles;Lists of recommendations (tools, frameworks, technologies, etc.)
Ask a question NA
No, not really
Less than half of the time
Yes, I use AI tools daily
Very favorable
Somewhat trust
Neither good or bad at handling complex tasks
Documenting code;Debugging or fixing code;Search for answers;Creating or maintaining documentation;Learning new concepts or technologies
Project planning;Testing code;Committing and reviewing code;Deployment and monitoring;Predictive analytics;Generating content or synthetic data;Other (write in):
null
Learning about a codebase
Writing code
I’ve become less confident in my own problem-solving
no
No, and I don't plan to
Yes, somewhat
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.
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.
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 don’t trust AI’s answers;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
Software architecture and design, debugging, testing
402,113
10
14,240
14,241
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
12
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);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
20
Developer, desktop or enterprise applications
null
null
null
No
Personal Project
Connected to an open-source project NA
Prohibitive pricing NA
Software Development
Solving real-world problems NA
No
I have neither consider or transitioned into a new career or industry
9
9
Russian Federation
RUB Russian ruble
600,000
Yes
C#;C++;HTML/CSS;Java;JavaScript;Kotlin;PHP;PowerShell;Python;SQL;TypeScript
C#;Rust;SQL;TypeScript
C#;SQL;TypeScript
XML NA
Yes
MariaDB;Microsoft SQL Server;PostgreSQL;SQLite
Elasticsearch;PostgreSQL;SQLite
PostgreSQL;SQLite
NA NA
Yes
Cloudflare;Gradle;MSBuild;npm;NuGet;Pip;Webpack
MSBuild;NuGet
MSBuild;NuGet
WinGet NA
Yes
Angular;ASP.NET Core;Blazor
ASP.NET Core;Blazor
ASP.NET Core;Blazor
Bitrix NA
Yes
Android Studio;IntelliJ IDEA;Notepad++;Visual Studio;Visual Studio Code
Android Studio;Notepad++;Rider;Visual Studio;Visual Studio Code
Android Studio;Notepad++;Visual Studio;Visual Studio Code
NA NA
.NET 8 or higher
.NET 8 or higher;c++23
.NET 8 or higher
null
null
Windows;Android;Windows Subsystem for Linux (WSL)
Windows
GitHub;GitLab;YouTrack
GitHub
GitHub
BitBucket, OneNote NA
Stack Overflow;Stack Exchange;Discord;Reddit;GitHub (public projects, not private repos);YouTube;Medium
Stack Overflow;Stack Exchange;Discord;Reddit;GitHub (public projects, not private repos);YouTube;Medium
Stack Overflow;Stack Exchange;Discord;Reddit;GitHub (public projects, not private repos);YouTube;Medium
Habr Habr
No
null
null
null
NA NA
Yes
A few times per week
Between 10 and 15 years
A few times per month or weekly
Long-form articles;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
Indifferent
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;Creating or maintaining documentation;Learning new concepts or technologies
Search for answers;Generating content or synthetic data
null
null
AI solutions that are almost right, but not quite;Debugging AI-generated code is more time-consuming;I don’t use AI tools regularly
no
No, I use AI exclusively in copilot/autocomplete mode
Not at all or minimally
null
null
null
null
null
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 spent on specific development tasks.;AI agents have improved collaboration within my team.
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.
null
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.;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
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;When I’m stuck and can’t explain the problem;When I need help fixing complex or unfamiliar code
Architecture, choosing the best algorithms, code review
7,656
7
14,241
14,242
I am a developer by profession
25-34 years old
Master’s degree (M.A., M.S., M.Eng., MBA, 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
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-enabled apps
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);Online Courses or Certification (includes all media types)
14
Data scientist
100 to 499 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
Costs are manageable NA
Prohibitive pricing NA
Internet, Telecomm or Information Services
You like your manager NA
No
I have somewhat considered changing my career and/or the industry I work in
5
5
Austria
EUR European Euro
63,000
Yes
Bash/Shell (all shells);Lua;Python;SQL
Bash/Shell (all shells);Lua;Python;SQL
Bash/Shell (all shells);Lua;Python;SQL
NA Julia
Yes
MongoDB;PostgreSQL;Snowflake
PostgreSQL
PostgreSQL
NA NA
Yes
APT;Cargo;Docker;Pacman;Pip
APT;Cargo;Docker;Pacman;Pip
APT;Cargo;Docker;Pacman;Pip
NA NA
Yes
FastAPI;Flask
FastAPI
FastAPI
NA NA
Yes
Jupyter Notebook/JupyterLab;Nano;Neovim;Vim
Neovim;Vim
Neovim;Vim
NA NA
Large Language Model;Pydantic;RAG;Google Gemini;Ollama
Large Language Model;Pydantic;RAG;Google Gemini
Large Language Model;Pydantic;RAG;Google Gemini
null
null
Ubuntu;Android;Linux (non-WSL);Arch
Windows;Ubuntu;Windows Subsystem for Linux (WSL);Linux (non-WSL)
Confluence;GitHub;Jira;Markdown File;Miro
GitHub;Jira;Markdown File;Miro
GitHub;Jira;Markdown File;Miro
NA NA
Stack Overflow;Stack Exchange;Discord;Reddit;GitHub (public projects, not private repos);Bluesky;X;YouTube;Twitch;LinkedIn;Medium;Company-sponsored forums
Stack Overflow;Stack Exchange;Discord;Reddit;GitHub (public projects, not private repos);Bluesky;YouTube
Stack Overflow;Stack Exchange;Discord;Reddit;GitHub (public projects, not private repos);Bluesky;YouTube
NA NA
Yes
Alibaba Cloud Qwen models;Gemini (Flash general purpose models);Meta Llama (all models);openAI GPT (chatbot models);openAI Image generating models;openAI Reasoning models
Alibaba Cloud Qwen models;Gemini (Flash general purpose models);Meta Llama (all models);openAI GPT (chatbot models);openAI Image generating models;openAI Reasoning models
Alibaba Cloud Qwen models;Gemini (Flash general purpose models);Meta Llama (all models);openAI GPT (chatbot models);openAI Image generating models;openAI Reasoning models
NA NA
No
A few times per week
Between 10 and 15 years
I have never participated in Q&A on Stack Overflow
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 really
About half of the time
Yes, I use AI tools daily
Very favorable
Somewhat distrust
Neither good or bad at handling complex tasks
Learning about a codebase;Project planning;Writing code;Documenting code;Debugging or fixing code;Predictive analytics;Search for answers;Creating or maintaining documentation
Testing code;Committing and reviewing code;Deployment and monitoring
null
null
Generating content or synthetic data;Learning new concepts or technologies
AI solutions that are almost right, but not quite;Debugging AI-generated code is more time-consuming;Other (write in):
Yes for initializing code bases or small code that's encapsulated/independent of the rest.
Yes, I use AI agents at work daily
Yes, somewhat
Business process automation
Language processing
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 increased my productivity.;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.
null
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.;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.
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
GitHub MCP Server
null
Llama Index;Ollama;Smolagents
null
null
null
ChatGPT;Google Gemini;Perplexity
null
When I don’t trust AI’s answers;I don’t think I’ll need help from people anymore
Talking/Explaining to customer, understanding complex code bases, fixing obscure bugs.
73,089
7
14,242
14,243
I am a developer by profession
45-54 years old
Bachelor’s degree (B.A., B.S., B.Eng., etc.)
Employed
Caring for dependents (children, elderly, etc.)
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);Books / Physical media;Technical documentation (is generated for/by the tool or system);AI CodeGen tools or AI-enabled apps;Colleague or on-the-job training;Games or coding challenges
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;Games or coding challenges
28
Developer, full-stack
100 to 499 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
Reliability and low latency community
Inefficient or time-costly NA
Software Development
Job stability and career growth with a single employer NA
I'm not sure
I have somewhat considered changing my career and/or the industry I work in
6
5
Canada
CAD Canadian dollar
260,000
Yes
Bash/Shell (all shells);Go;JavaScript;Python;TypeScript
Erlang;Rust;Zig;Gleam
null
clojure NA
Yes
Elasticsearch;PostgreSQL;Redis
null
null
NA NA
Yes
Amazon Web Services (AWS);Datadog;Docker;Google Cloud;Homebrew;Kubernetes;npm;Pip;pnpm;Podman;Poetry;Yarn
Vite
null
mise, uv, home manager NA
Yes
Deno;FastAPI;Flask;Next.js;Node.js;React;WordPress
Deno;FastAPI
Deno;FastAPI
NA NA
Yes
Aider;Claude Code;Cline and/or Roo;Cursor;Nano;Neovim;Vim;Visual Studio Code;Windsurf;Xcode;Zed
Windsurf;Zed
Windsurf;Zed
NA NA
Large Language Model;Google Gemini;uv
Large Language Model;uv
Large Language Model;uv
null
null
MacOS;iOS;iPadOS
MacOS;iOS
Confluence;GitHub;GitLab;Jira;Trello;Wikis
Notion;Trello;Wikis
Trello;Wikis
NA NA
Stack Overflow;Stack Exchange;Discord;Reddit;Dev.to;Hacker News;GitHub (public projects, not private repos);Slack (public channels, not work);Bluesky;YouTube;Twitch;LinkedIn;Substack;Medium
Discord;Bluesky;Twitch
Discord;Bluesky;Twitch
NA NA
Yes
Alibaba Cloud Qwen models;Anthropic: Claude Sonnet;Gemini (Flash general purpose models);Gemini (Pro Reasoning models);Mistral AI models;openAI GPT (chatbot models);openAI Image generating models;openAI Reasoning models
Alibaba Cloud Qwen models;Cohere: Command A;Mistral AI models;openAI Image generating models
Alibaba Cloud Qwen models;Mistral AI models;openAI Image generating models
NA NA
Yes
Less than once every 2 - 3 months
More than 15 years, or since Stack Overflow started in 2008
Infrequently, less than once per year
Chat (people);Direct messaging of users;Chat (bot/AI)
Directly open a Q&A post via search, documentation or a peer NA
No, not really
Rarely, almost never
Yes, I use AI tools daily
Unsure
Neither trust nor distrust
Bad at handling complex tasks
Learning about a codebase;Writing code;Debugging or fixing code;Committing and reviewing code;Search for answers;Learning new concepts or technologies
null
Project planning;Documenting code;Testing code;Deployment and monitoring;Predictive analytics;Generating content or synthetic data;Creating or maintaining documentation
null
null
AI solutions that are almost right, but not quite;Debugging AI-generated code is more time-consuming
yes. But I prefer the term agentic development. there is no coding happening.
Yes, I use AI agents at work weekly
Not at all or minimally
Software engineering;Business process automation
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 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 the quality of my code.;AI agents have improved collaboration within my team.
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
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.
null
Redis
fast-ai, lm studio
Ollama
null
Honeycomb;Wiz
null
ChatGPT;Claude Code;GitHub Copilot;Google Gemini;Microsoft Copilot;Roo code (Roo-Cline);v0.dev;Cody
null
When I don’t trust AI’s answers;When I have ethical or security concerns about code;When I need help fixing complex or unfamiliar code;When I need quick help troubleshooting
the ability to frame and communicate the problem and solution.
189,692
7
14,243
14,244
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
11
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)
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
15
Developer, back-end
null
null
null
No
Personal Project
Reliability and low latency NA
Security or privacy concerns NA
Internet, Telecomm or Information Services
Competitive pay and benefits NA
I'm not sure
I have neither consider or transitioned into a new career or industry
7
7
Canada
CAD Canadian dollar
null
Yes
Bash/Shell (all shells);C#;HTML/CSS;JavaScript;Kotlin;SQL
Bash/Shell (all shells);C#;HTML/CSS;JavaScript;Python;SQL
Bash/Shell (all shells);C#;HTML/CSS;JavaScript;SQL
NA NA
Yes
Cosmos DB;Microsoft SQL Server
Cosmos DB;Elasticsearch;Microsoft SQL Server;MongoDB;PostgreSQL;Redis;Supabase
Cosmos DB;Microsoft SQL Server
NA NA
Yes
Docker;Homebrew;Kubernetes;Microsoft Azure;MSBuild;npm;NuGet;Podman;Terraform
Docker;Homebrew;Kubernetes;Make;Microsoft Azure;MSBuild;NuGet;Podman;Supabase;Terraform
Docker;Homebrew;Kubernetes;Microsoft Azure;MSBuild;NuGet;Podman;Terraform
NA NA
Yes
ASP.NET Core
ASP.NET Core;FastAPI
ASP.NET Core
NA NA
Yes
Android Studio;Cursor;Lovable.dev;Notepad++;Rider;Sublime Text;Visual Studio;Visual Studio Code
Android Studio;Bolt;Claude Code;Cursor;Jupyter Notebook/JupyterLab;Lovable.dev;Notepad++;PyCharm;Rider;Sublime Text;Visual Studio;Visual Studio Code;Windsurf
Android Studio;Cursor;Lovable.dev;Notepad++;Rider;Sublime Text;Visual Studio;Visual Studio Code
NA NA
.NET 8 or higher;Google Gemini
.NET 8 or higher;Large Language Model;Pydantic;RAG;Microsoft Fabric;Google Gemini;Ollama;visionOS
.NET 8 or higher;Google Gemini
null
null
Windows;MacOS;Ubuntu
Windows
Confluence;GitHub;GitLab;Jira;Markdown File;Notion
Airtable;GitHub;GitLab;Jira;Markdown File;Notion
GitHub;GitLab;Jira;Markdown File;Notion
NA NA
Stack Overflow;Reddit;GitHub (public projects, not private repos);YouTube;LinkedIn;Medium
Stack Overflow;Reddit;Dev.to;Hacker News;Hashnode;GitHub (public projects, not private repos);YouTube;LinkedIn;Medium
Stack Overflow;Reddit;GitHub (public projects, not private repos);YouTube;LinkedIn;Medium
NA NA
Yes
Anthropic: Claude Sonnet;DeepSeek (R- Reasoning models);DeepSeek (V- General purpose models);openAI GPT (chatbot models);openAI Image generating models;openAI Reasoning models;Perplexity Sonar models
Anthropic: Claude Sonnet;DeepSeek (R- Reasoning models);DeepSeek (V- General purpose models);Gemini (Flash general purpose models);Gemini (Pro Reasoning models);openAI GPT (chatbot models);openAI Image generating models;openAI Reasoning models;Perplexity Sonar models;X Grok models
Anthropic: Claude Sonnet;DeepSeek (R- Reasoning models);DeepSeek (V- General purpose models);openAI GPT (chatbot models);openAI Image generating models;openAI Reasoning models;Perplexity Sonar models
NA NA
Yes
A few times per month or weekly
Between 5 and 10 years
Infrequently, less than once per year
Chat (bot/AI)
Read and/or vote on comments for a Question or Answer I am interested in NA
Neutral
Rarely, almost never
Yes, I use AI tools weekly
Very favorable
Somewhat trust
Good, but not great at handling complex tasks
Writing code;Documenting code;Search for answers;Generating content or synthetic data;Creating or maintaining documentation;Learning new concepts or technologies
null
null
Learning about a codebase;Project planning;Debugging or fixing code;Testing code;Committing and reviewing code;Deployment and monitoring;Predictive analytics
null
AI solutions that are almost right, but not quite
somewhat
No, I use AI exclusively in copilot/autocomplete mode
Yes, somewhat
Software engineering
null
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.
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.
null
AI agents have improved collaboration within my team.
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.;Write in the most significant challenge if not listed above:
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
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 help troubleshooting
Deep understanding of the core concepts, specializing in a niche segment, and understanding security better.
null
8
14,244
14,245
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
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);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;Technical documentation (is generated for/by the tool or system);Other online resources (e.g. standard search, forum, online community)
12
Developer, back-end
Just me - I am a freelancer, sole proprietor, etc.
Individual contributor
Remote
No
Work
Reliability and low latency NA
Inefficient or time-costly NA
Fintech
null
Yes
I have somewhat considered changing my career and/or the industry I work in
3
3
Canada
USD United States dollar
null
Yes
Python;Rust;SQL
C;HTML/CSS;TypeScript
null
NA NA
Yes
SQLite
null
null
NA NA
No
null
null
null
NA NA
Yes
Node.js;Axum
null
null
NA NA
Yes
Claude Code;Jupyter Notebook/JupyterLab;Neovim;Vim;Visual Studio Code
null
null
NA NA
null
null
null
null
null
MacOS
null
null
null
null
NA NA
Discord;Reddit;X
null
null
NA NA
Yes
null
null
null
NA NA
No
Infrequently, less than once per year
Between 10 and 15 years
I have never participated in Q&A on Stack Overflow
Chat (people)
null
null
null
Yes, I use AI tools daily
Very favorable
Somewhat trust
Very well at handling complex tasks
Generating content or synthetic data
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;Creating or maintaining documentation;Learning new concepts or technologies
null
null
AI solutions that are almost right, but not quite;I’ve become less confident in my own problem-solving;It’s hard to understand how or why the code works
no
No, and I don't plan to
Yes, to a great extent
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.;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 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.
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;When I’m stuck and can’t explain the problem;When I need help fixing complex or unfamiliar code
sales
null
10
14,245
14,246
I am a developer by profession
25-34 years old
Bachelor’s degree (B.A., B.S., B.Eng., etc.)
Employed
Volunteering (regularly)
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
18
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 endorsed a tool that was open-source and is currently used by more than just myself but no purchase was made
Work
Robust and complete API NA
Ethical concerns Including generative AI
Media & Advertising Services
Recognition from leadership for your work NA
No
I have neither consider or transitioned into a new career or industry
6
2
Australia
AUD Australian dollar
null
Yes
Bash/Shell (all shells);C++;HTML/CSS;Lua;MicroPython;Python;TypeScript
HTML/CSS;MicroPython;Python;Rust;TypeScript;Zig
HTML/CSS;MicroPython;Python;TypeScript
NA NA
No
null
null
null
NA NA
No
null
null
null
NA NA
Yes
Svelte
Svelte
Svelte
NA NA
Yes
Neovim;Vim
Neovim;Vim
Neovim;Vim
NA NA
Polars;Pydantic
Polars;Pydantic;uv
Polars;Pydantic
null
null
Arch
Linux (non-WSL)
GitHub;GitLab;Jira;Markdown File
GitHub;GitLab;Markdown File;Stack Overflow for Teams
GitHub;GitLab;Markdown File
Sphinx, Sharepoint Sphinx
Stack Overflow;Stack Exchange;Discord;GitHub (public projects, not private repos);YouTube
Stack Overflow;Stack Exchange;Discord;GitHub (public projects, not private repos);YouTube
Stack Overflow;Stack Exchange;Discord;GitHub (public projects, not private repos);YouTube
NA NA
No
null
null
null
NA NA
Yes
Daily or almost daily
Between 5 and 10 years
Less than once per month or monthly
null
null
No, not really
I don't use AI or AI-enabled tools
No, and I don't plan to
Very unfavorable
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;Other (write in):
null
null
null
I don’t use AI tools regularly
No, and it shouldn't be
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 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.;It takes significant time and effort to learn how to use AI agents effectively.
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 help troubleshooting
null
null
9
14,246
14,247
I am a developer by profession
45-54 years old
Master’s degree (M.A., M.S., M.Eng., MBA, etc.)
Employed
Volunteering (regularly)
21
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
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)
37
Senior executive (C-suite, VP, etc.)
null
Individual contributor
Remote
Yes, I influenced the purchase of a substantial addition to the tech stack
Work
Costs are manageable NA
Ethical concerns NA
Manufacturing
Autonomy and trust to manage your own tasks NA
I'm not sure
I have neither consider or transitioned into a new career or industry
5
8
United States of America
USD United States dollar
175,000
Yes
C;C#;JavaScript;MicroPython;PowerShell;SQL;TypeScript
C#;JavaScript;MicroPython;Rust;TypeScript
C#;JavaScript;MicroPython;TypeScript
NA NA
Yes
InfluxDB;MariaDB;Microsoft SQL Server;MySQL;Redis;SQLite
MariaDB;Microsoft SQL Server;SQLite
MariaDB;Microsoft SQL Server;SQLite
NA NA
Yes
Chocolatey;Docker;Microsoft Azure;MSBuild;npm;NuGet;Podman;Vite;Yarn
Chocolatey;NuGet;Podman;Vite;Yarn
Chocolatey;NuGet;Podman;Vite;Yarn
NA NA
Yes
ASP.NET Core;Blazor;Vue.js;WordPress
ASP.NET Core;Vue.js;WordPress
ASP.NET Core;Vue.js;WordPress
NA NA
Yes
Notepad++;Visual Studio;Visual Studio Code
Cursor;Notepad++;Visual Studio;Visual Studio Code;VSCodium
Notepad++;Visual Studio;Visual Studio Code
NA NA
.NET 8 or higher;Ultralytics
.NET 8 or higher;Large Language Model;Ultralytics
.NET 8 or higher;Ultralytics
null
MCP
Windows;Linux (non-WSL)
Windows;Linux (non-WSL)
Azure Devops;GitHub
Azure Devops;GitHub
Azure Devops;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
Yes
openAI GPT (chatbot models)
openAI GPT (chatbot models)
openAI GPT (chatbot models)
NA NA
Yes
Daily or almost daily
More than 15 years, or since Stack Overflow started in 2008
A few times per month or weekly
Chat (people);Lists of recommendations (tools, frameworks, technologies, etc.);Chat (bot/AI)
Directly open a Q&A post via search, documentation or a peer NA
Neutral
Less than half of the time
Yes, I use AI tools daily
Very favorable
Somewhat trust
Good, but not great at handling complex tasks
Debugging or fixing code;Learning new concepts or technologies
Learning about a codebase;Project planning;Predictive analytics;Other (write in):
Committing and reviewing code;Deployment and monitoring;Search for answers;Creating or maintaining documentation
Writing code;Documenting code;Testing code;Generating content or synthetic data
null
AI solutions that are almost right, but not quite;Other (write in):
Yes - I can clearly state requirements for a code block or entire function, and AI will (mostly) generate the code to do what I want. I am confident in my ability to generate functioning code, but the "vibe coding" technique lets me worry about the bigger picture function, not the pedantic minutia.
No, I use AI exclusively in copilot/autocomplete mode
Yes, somewhat
Software engineering
null
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 spent on specific development tasks.;AI agents have improved collaboration within my team.;Write in the most significant benefit if not listed above.
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 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 above:
null
null
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;I don’t think I’ll need help from people anymore
The ability to clearly describe a problem and solution space, especially for non-functional requirements like security or performance. Incorporating product branding / aesthetics so the look and feel of products still feels unique and "fresh", vs. mindless derivatives of the same thing.
175,000
9
14,247
14,248
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
14
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
23
Data engineer
10,000 or more employees
Individual contributor
Your choice (very flexible, you can come in when you want or just as needed)
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
Security or privacy concerns NA
Healthcare
Working with new technologies and tools NA
Yes
I have strongly considered changing my career and/or the industry I work in
5
2
United States of America
USD United States dollar
154,000
Yes
Python;SQL
Python;SQL
Python;SQL
HCL HCL
Yes
Databricks SQL;Microsoft SQL Server
null
null
NA NA
Yes
Amazon Web Services (AWS);Datadog;Terraform
Amazon Web Services (AWS);Terraform
Amazon Web Services (AWS);Terraform
NA NA
No
null
null
null
NA NA
Yes
PyCharm;Visual Studio Code
PyCharm;Visual Studio Code
PyCharm;Visual Studio Code
NA NA
null
null
null
null
null
Windows;MacOS
null
Azure Devops;GitHub;Miro
null
null
NA NA
Stack Overflow;GitHub (public projects, not private repos);YouTube;LinkedIn;Medium
Stack Overflow;GitHub (public projects, not private repos);YouTube;LinkedIn;Medium
Stack Overflow;GitHub (public projects, not private repos);YouTube;LinkedIn;Medium
NA NA
Yes
openAI GPT (chatbot models)
openAI GPT (chatbot models)
openAI GPT (chatbot models)
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
Chat (bot/AI)
Directly open a Q&A post via search, documentation or a peer NA
No, not really
Rarely, almost never
Yes, I use AI tools daily
Favorable
Somewhat trust
Good, but not great at handling complex tasks
Writing code
Deployment and monitoring;Generating content or synthetic data
Learning about a codebase;Project planning;Documenting code;Debugging or fixing code;Testing code;Committing and reviewing code;Predictive analytics;Creating or maintaining documentation;Learning new concepts or technologies
null
Search for answers
AI solutions that are almost right, but not quite
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.;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 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.
null
null
null
null
null
null
null
null
null
When I want to compare different solutions;When I have ethical or security concerns about code
Integration and requirement analysis
154,000
1
14,248
14,249
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
3
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)
3
Developer, embedded applications or devices
1,000 to 4,999 employees
Individual contributor
Your choice (very flexible, you can come in when you want or just as needed)
No
Work
Easy-to-use API NA
null
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
2
1
Ukraine
UAH Ukrainian hryvnia
null
Yes
Bash/Shell (all shells);C;C++;Python
null
null
NA NA
Yes
MongoDB
null
null
NA NA
Yes
Ansible;Docker;Make;Pip
null
null
NA NA
No
null
null
null
NA NA
Yes
Nano;Visual Studio
null
null
NA NA
null
null
null
null
null
Android
Windows;Ubuntu;Windows Subsystem for Linux (WSL)
Confluence;Doxygen;GitHub;GitLab;Jira;Markdown File
null
null
NA NA
Stack Overflow;YouTube
null
null
NA NA
Yes
openAI GPT (chatbot models)
null
null
NA NA
Not sure/can't remember
Less than once per month or monthly
Between 3 and 5 years
I have never participated in Q&A on Stack Overflow
Chat (people);Videos;Job board;Chat (bot/AI)
Ask a question NA
Neutral
About half of the time
Yes, I use AI tools daily
Indifferent
Somewhat distrust
Good, but not great at handling complex tasks
Learning about a codebase;Writing code;Debugging or fixing code;Testing code;Deployment and monitoring;Predictive analytics;Search for answers;Generating content or synthetic data;Learning new concepts or technologies
Project planning
null
null
Documenting code;Committing and reviewing code;Creating or maintaining documentation
It’s hard to understand how or why the code works
null
Yes, I use AI agents at work daily
Yes, to a great extent
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 helped me solve complex problems more effectively.;AI agents have improved collaboration within my team.
null
null
AI agents have increased my productivity.;AI agents have improved the quality of my code.;AI agents have reduced the time spent on specific development tasks.
null
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 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
null
null
null
null
Snyk
null
ChatGPT;GitHub Copilot
null
When I don’t trust AI’s answers;When I want to learn best practices;When I’m stuck and can’t explain the problem;When I need help fixing complex or unfamiliar code
null
null
10
14,249
14,250
I am not primarily a developer, but I write code sometimes as part of my work/studies
45-54 years old
Some college/university study without earning a degree
Not employed
Engaged in paid work (10-19 hours per week)
1
Yes, I am new to coding or currently a student
Online Courses or Certification (includes all media types);Books / Physical media;Stack Overflow or Stack Exchange;School (i.e., University, College, etc)
No, I didn't spend time learning in the past year
null
1
Student
Just me - I am a freelancer, sole proprietor, etc.
Individual contributor
Remote
No
School
Reliability and low latency NA
null
Healthcare
null
I'm not sure
null
null
null
Fiji
none Cook Islands dollar
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
Yes, I use AI tools daily
Favorable
null
null
null
null
null
null
null
null
null
null
null
Business process automation
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
14,250
14,251
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.)
16
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);AI CodeGen tools or AI-enabled apps;Colleague or on-the-job training;Blogs or podcasts;Games or coding challenges
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
24
Other (please specify):
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
Reputation for quality NA
Other (please specify): JavaScript crap like Electron, etc.
Software Development
Competitive pay and benefits NA
Yes
I have neither consider or transitioned into a new career or industry
null
null
Sweden
SEK Swedish krona
940,000
Yes
Bash/Shell (all shells);C#;F#;HTML/CSS;JavaScript;PowerShell;SQL;TypeScript
Bash/Shell (all shells);F#;PowerShell;Rust;SQL
Bash/Shell (all shells);F#;PowerShell;SQL
Haskell, Elm Haskell, Elm, PureScript, Idris, Agda
Yes
Cosmos DB;Microsoft SQL Server;MongoDB;PostgreSQL;SQLite
PostgreSQL;SQLite
PostgreSQL;SQLite
NA NA
Yes
Chocolatey;Docker;Make;Microsoft Azure;MSBuild;npm;NuGet;Vite
Chocolatey;Docker;Make;MSBuild;NuGet
Chocolatey;Docker;Make;MSBuild;NuGet
NA NA
Yes
ASP.NET;ASP.NET Core;Next.js;Node.js;Nuxt.js;Vue.js
null
null
Elm Elm, PureScript
Yes
Neovim;Notepad++;Vim;Visual Studio;Visual Studio Code;Windsurf
Aider;Bolt;Claude Code;Jupyter Notebook/JupyterLab;Neovim;Notepad++;Rider;Vim;Zed
Neovim;Notepad++;Vim
NA NA
.NET 8 or higher;Tailwind CSS 4;Large Language Model;Google Gemini
Large Language Model;Google Gemini
Large Language Model;Google Gemini
null
null
Windows;Ubuntu;Android;Windows Subsystem for Linux (WSL);Linux (non-WSL)
Windows;Ubuntu;Android;Windows Subsystem for Linux (WSL);Linux (non-WSL)
Azure Devops;Confluence;GitHub;GitLab;Jira;Markdown File
Confluence;GitHub;GitLab;Linear;Markdown File
Confluence;GitHub;GitLab;Markdown File
Logseq Logseq
Stack Overflow;Stack Exchange;Discord;Reddit;Dev.to;Hacker News;GitHub (public projects, not private repos);X;YouTube;LinkedIn
Reddit;GitHub (public projects, not private repos);YouTube
Reddit;GitHub (public projects, not private repos);YouTube
NA NA
Yes
Anthropic: Claude Sonnet;Gemini (Flash general purpose models);Gemini (Pro Reasoning models);Mistral AI models;openAI GPT (chatbot models);openAI Image generating models;openAI Reasoning models
Anthropic: Claude Sonnet;Gemini (Flash general purpose models);Gemini (Pro Reasoning models)
Anthropic: Claude Sonnet;Gemini (Flash general purpose models);Gemini (Pro Reasoning models)
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
Chat (people);Videos;Coding challenges;Logic games/puzzles;Lists of recommendations (tools, frameworks, technologies, etc.);Job board
null
No, not at all
Less than half of the time
Yes, I use AI tools daily
Favorable
Somewhat trust
Very poor at handling complex tasks
Learning about a codebase;Writing code;Debugging or fixing code;Committing and reviewing code
Predictive analytics;Generating content or synthetic data
Project planning;Deployment and monitoring
Testing code;Learning new concepts or technologies
Documenting code;Search for answers;Creating or maintaining documentation
AI solutions that are almost right, but not quite
null
Yes, I use AI agents at work monthly or infrequently
Yes, somewhat
Software engineering
null
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 collaboration within my team.
AI agents have improved the quality of my code.
AI agents have helped me solve complex problems more effectively.;AI agents have reduced the time spent on specific development tasks.
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 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
ChatGPT;GitHub Copilot;Devin AI
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
Fundamental knowledge
98,532
8
14,251
14,252
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
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)
Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies
AI CodeGen tools or AI-enabled apps;Online Courses or Certification (includes all media types)
7
Data scientist
20 to 99 employees
Individual contributor
In-person
No
Work
AI integration or AI Agent capabilities NA
Outdated or obsolete technology or features NA
Government
Working with new technologies and tools NA
Yes
I have somewhat considered changing my career and/or the industry I work in
3
3
United States of America
USD United States dollar
187,000
Yes
Bash/Shell (all shells);C#;C++;Python;SQL
C#;Rust;Mojo
C#
NA NA
Yes
PostgreSQL
Dynamodb;Elasticsearch;MongoDB;Neo4J;PostgreSQL;Redis;SQLite
PostgreSQL
NA NA
Yes
Amazon Web Services (AWS);npm;Pip;Vite
Cargo;Docker;Kubernetes;NuGet;Pacman;Terraform
null
NA NA
Yes
FastAPI
FastAPI;React
FastAPI
NA NA
Yes
Notepad++;Visual Studio Code
Claude Code;Notepad++;Visual Studio Code
Notepad++;Visual Studio Code
NA NA
.NET 8 or higher;Large Language Model;Amazon Bedrock;RAG;Ollama
.NET 8 or higher;Large Language Model;RAG;Ollama
.NET 8 or higher;Large Language Model;RAG;Ollama
null
null
Ubuntu;Android;iOS
Windows;Ubuntu;Linux (non-WSL);Red Hat
GitHub;GitLab;Jira;Markdown File
GitHub;GitLab;Jira;Markdown File
GitHub;GitLab;Jira;Markdown File
NA NA
Stack Overflow;Discord;Reddit;GitHub (public projects, not private repos);Slack (public channels, not work)
Stack Overflow;Discord;Reddit;GitHub (public projects, not private repos);Slack (public channels, not work);Kaggle
Stack Overflow;Discord;Reddit;GitHub (public projects, not private repos);Slack (public channels, not work)
NA NA
Yes
Anthropic: Claude Sonnet;Meta Llama (all models);openAI Reasoning models;X Grok models
Anthropic: Claude Sonnet;Meta Llama (all models);openAI Reasoning models;X Grok models
Anthropic: Claude Sonnet;Meta Llama (all models);openAI Reasoning models;X Grok models
NA NA
Yes
A few times per month or weekly
Between 5 and 10 years
I have never participated in Q&A on Stack Overflow
Coding challenges;Lists of recommendations (tools, frameworks, technologies, etc.);Direct messaging of users;Job board;Day-in-the-life profiles/interviews with experts
Upvote/Downvote Q&A posts NA
No, not really
Rarely, almost never
Yes, I use AI tools weekly
Favorable
Somewhat trust
Good, but not great at handling complex tasks
Project planning;Writing code;Debugging or fixing code;Search for answers;Learning new concepts or technologies
Learning about a codebase;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):
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
Yes, somewhat
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
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;When I have ethical or security concerns about code;When I’m stuck and can’t explain the problem
Low level language mastery, and machine learning technologies
187,000
5
14,252
14,253
I code primarily as a hobby
35-44 years old
Professional degree (JD, MD, Ph.D, Ed.D, etc.)
Employed
None of the above
6
Yes, I am not new to coding but am learning new coding techniques or programming language
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
15
Academic researcher
20 to 99 employees
Individual contributor
In-person
No
Personal Project
Reputation for quality NA
Inefficient or time-costly NA
Other:
null
I'm not sure
I have somewhat considered changing my career and/or the industry I work in
3
3
France
EUR European Euro
50,000
Yes
HTML/CSS;PHP;PowerShell;Python
Bash/Shell (all shells);C++;HTML/CSS;PHP;PowerShell;Python
HTML/CSS;PHP;PowerShell;Python
Wolfram language Wolfram language
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
NA NA
null
null
null
null
null
Windows;MacOS
Windows;MacOS
GitHub
GitHub
GitHub
NA NA
YouTube
YouTube
YouTube
NA NA
Yes
Anthropic: Claude Sonnet;DeepSeek (R- Reasoning models);Gemini (Flash general purpose models);openAI Reasoning models
Anthropic: Claude Sonnet;DeepSeek (R- Reasoning models);openAI Reasoning models
Anthropic: Claude Sonnet;DeepSeek (R- Reasoning models);openAI Reasoning models
NA NA
Yes
A few times per month or weekly
Between 3 and 5 years
Infrequently, less than once per year
null
Directly open a Q&A post via search, documentation or a peer NA
No, not really
More than half the time
Yes, I use AI tools daily
Very favorable
Somewhat trust
Good, but not great at handling complex tasks
Project planning;Writing code;Debugging or fixing code;Deployment and monitoring;Creating or maintaining documentation
null
Testing code;Predictive analytics;Generating content or synthetic data
null
Learning about a codebase;Documenting code;Committing and reviewing code;Search for answers;Learning new concepts or technologies
AI solutions that are almost right, but not quite
Yes.
Yes, I use AI agents at work daily
Yes, to a great extent
Software engineering
null
AI agents have helped me solve complex problems more effectively.
AI agents have improved collaboration within my team.
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 reduced the time spent on specific development tasks.
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.
null
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
ChatGPT;Claude Code;GitHub Copilot;Google Gemini
null
I don’t think I’ll need help from people anymore
Skills to come up with ideas for projects will remain valuable. Skills to implement and deploy other people's ideas will become useless.
58,007
null
14,253
14,254
I am a developer by profession
18-24 years old
Bachelor’s degree (B.A., B.S., B.Eng., etc.)
Employed
Attending school (part-time);Engaged in paid work (10-19 hours per week);Engaged in paid work (less than 10 hours per week)
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);Videos (not associated with specific online course or certification);Technical documentation (is generated for/by the tool or system);Blogs or podcasts;School (i.e., University, College, etc)
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);Blogs or podcasts
3
Developer, full-stack
Less than 20 employees
Individual contributor
Remote
Yes, I influenced the purchase of a substantial addition to the tech stack
Work
Easy-to-use API NA
Inefficient or time-costly NA
Software Development
Competitive pay and benefits NA
Yes
I have somewhat considered changing my career and/or the industry I work in
3
9
Pakistan
PKR Pakistani rupee
240,000
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 daily
Very favorable
Somewhat trust
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
843
null
14,254
14,255
I am a developer by profession
35-44 years old
Master’s degree (M.A., M.S., M.Eng., MBA, etc.)
Independent contractor, freelancer, or self-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);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
Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies
AI CodeGen tools or AI-enabled apps
3
Developer, front-end
null
null
null
No
Personal Project
Connected to an open-source project NA
Security or privacy concerns NA
Software Development
Competitive pay and benefits NA
I'm not sure
I have neither consider or transitioned into a new career or industry
1
1
Ukraine
UAH Ukrainian hryvnia
24,000
Yes
Bash/Shell (all shells);HTML/CSS;JavaScript;PowerShell;TypeScript
Bash/Shell (all shells);HTML/CSS;JavaScript;PowerShell;TypeScript
Bash/Shell (all shells);HTML/CSS;JavaScript;PowerShell;TypeScript
NA NA
Yes
Cloud Firestore;Firebase Realtime Database;MongoDB;Supabase
Cloud Firestore;Firebase Realtime Database;MongoDB;MySQL;PostgreSQL;SQLite
Cloud Firestore;Firebase Realtime Database;MongoDB
Mongo DB Mongo DB
Yes
Amazon Web Services (AWS);Cloudflare;Docker;Firebase;Google Cloud;npm;Supabase;Vercel;Vite;Webpack
Amazon Web Services (AWS);Chocolatey;Cloudflare;Docker;Firebase;npm;Vercel;Vite;Webpack
Amazon Web Services (AWS);Cloudflare;Docker;Firebase;npm;Vercel;Vite;Webpack
NA NA
Yes
Django;Express;FastAPI;NestJS;Next.js;Node.js;React
Express;FastAPI;NestJS;Next.js;Node.js;React
Express;FastAPI;NestJS;Next.js;Node.js;React
React Native React Native
Yes
Claude Code;Visual Studio Code;WebStorm
Claude Code;Visual Studio Code
Claude Code;Visual Studio Code
NA NA
Tailwind CSS 4;Google Gemini;Shadcn/ui
Tailwind CSS 4;Google Gemini;Shadcn/ui
Tailwind CSS 4;Google Gemini;Shadcn/ui
null
null
Windows
Windows;Windows Subsystem for Linux (WSL)
Confluence;GitHub;GitLab;Jira;Markdown File;Notion;Stack Overflow for Teams
Confluence;GitHub;GitLab;Jira;Markdown File;Notion;Stack Overflow for Teams
Confluence;GitHub;GitLab;Jira;Markdown File;Notion;Stack Overflow for Teams
NA NA
Stack Overflow;Discord;GitHub (public projects, not private repos);YouTube
Stack Overflow;Discord;GitHub (public projects, not private repos);YouTube
Stack Overflow;Discord;GitHub (public projects, not private repos);YouTube
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
Lists of recommendations (tools, frameworks, technologies, etc.)
Upvote/Downvote Q&A posts NA
Neutral
Rarely, almost never
Yes, I use AI tools daily
Favorable
Neither trust nor distrust
Good, but not great at handling complex tasks
Learning new concepts or technologies
Committing and reviewing code;Deployment and monitoring
null
null
Learning about a codebase;Project planning;Writing code;Documenting code;Debugging or fixing code;Testing code;Predictive analytics;Search for answers;Generating content or synthetic data;Creating or maintaining documentation
AI solutions that are almost right, but not quite
null
No, I use AI exclusively in copilot/autocomplete mode
Yes, somewhat
Software engineering
null
null
null
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 spent on specific development tasks.;AI agents have improved collaboration within my team.
null
The cost of using certain AI agent platforms is a barrier.
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.;I have concerns about the security and privacy of data when using AI agents.
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 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;When I need quick help troubleshooting
null
575
7
14,255
14,256
I am a developer by profession
35-44 years old
Bachelor’s degree (B.A., B.S., B.Eng., etc.)
Employed
Engaged in paid work (less than 10 hours per week)
20
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);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
28
Developer, game or graphics
20 to 99 employees
Individual contributor
Hybrid (some in-person, leans heavy to flexibility)
No
Personal Project
Connected to an open-source project 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
10
9
Canada
CAD Canadian dollar
92,000
Yes
C#;C++;GDScript;PowerShell
C#;C++;GDScript;Rust
C#;C++;GDScript
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
Windows
GitHub;Markdown File;Miro;Redmine;Trello;Wikis
GitHub;Markdown File;Miro;Obsidian;Redmine;Trello;Wikis
GitHub;Markdown File;Miro;Redmine;Trello;Wikis
NA NA
Discord;Reddit;YouTube
Discord;Reddit;YouTube
Discord;Reddit;YouTube
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
I have never participated in Q&A on Stack Overflow
null
Upvote/Downvote Q&A posts NA
No, not at all
I don't use AI or AI-enabled tools
Yes, I use AI tools monthly or infrequently
Very unfavorable
Somewhat distrust
I don't use AI tools for complex tasks / I don't know
Debugging or fixing code;Search for answers
Learning about a codebase;Project planning;Writing code;Documenting code;Testing code;Committing and reviewing code;Deployment and monitoring;Predictive analytics;Generating content or synthetic data;Creating or maintaining documentation;Learning new concepts or technologies
null
null
null
Debugging AI-generated code is more time-consuming;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
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.
null
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 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 need help fixing complex or unfamiliar code;When I need quick help troubleshooting
All skills. AI will just get worse over time.
67,122
7
14,256
14,257
I am a developer by profession
25-34 years old
Bachelor’s degree (B.A., B.S., B.Eng., etc.)
Employed
null
7
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)
13
Developer, full-stack
1,000 to 4,999 employees
Individual contributor
In-person
No
Personal Project
Easy-to-use API Good documentation
Prohibitive pricing Bad documentation
Fintech
You like your manager NA
No
I have neither consider or transitioned into a new career or industry
9
6
New Zealand
NZD New Zealand dollar
140,000
Yes
C#;HTML/CSS;JavaScript;PowerShell;TypeScript
C#;HTML/CSS;TypeScript
C#;HTML/CSS;TypeScript
NA NA
Yes
PostgreSQL
PostgreSQL
PostgreSQL
NA NA
Yes
Amazon Web Services (AWS);Cloudflare;Docker;Kubernetes;New Relic;npm;Terraform;Vite;Webpack
Docker;Kubernetes;New Relic;npm;Terraform;Vite
Docker;Kubernetes;New Relic;npm;Terraform;Vite
Fly.io Fly.io
Yes
Astro;Next.js;Node.js;React
Astro;Node.js;React
Astro;Node.js;React
Remix.js NA
Yes
Visual Studio;Visual Studio Code
Visual Studio;Visual Studio Code
Visual Studio;Visual Studio Code
NA NA
null
null
null
null
null
Windows
Windows
Confluence;GitHub;Jira;Miro;Notion
Confluence;GitHub;Jira;Miro;Notion
Confluence;GitHub;Jira;Miro;Notion
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
Yes
Anthropic: Claude Sonnet;Gemini (Flash general purpose models);openAI GPT (chatbot models)
Anthropic: Claude Sonnet;Gemini (Flash general purpose models);openAI GPT (chatbot models);openAI Reasoning models
Anthropic: Claude Sonnet;Gemini (Flash general purpose models);openAI GPT (chatbot models)
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
Long-form articles
Directly open a Q&A post via search, documentation or a peer NA
No, not at all
Rarely, almost never
Yes, I use AI tools weekly
Indifferent
Somewhat distrust
Very poor at handling complex tasks
Writing code;Debugging or fixing code;Committing and reviewing code;Search for answers;Generating content or synthetic data
Project planning;Documenting code;Deployment and monitoring;Predictive analytics;Learning new concepts or technologies
Learning about a codebase;Testing code;Creating or maintaining documentation
null
null
AI solutions that are almost right, but not quite;Debugging AI-generated code is more time-consuming;Other (write in):
No.
No, I use AI exclusively in copilot/autocomplete mode
Not at all or minimally
null
null
null
null
null
null
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
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.
It takes significant time and effort to learn how to use AI agents effectively.
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 need help fixing complex or unfamiliar code
Architecture and Software Design, understanding of fundamental Computer Science principles, knowledge of business context and customer need.
84,329
6
14,257
14,258
I am learning to code
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);Books / Physical media;Stack Overflow or Stack Exchange;Technical documentation (is generated for/by the tool or system);School (i.e., University, College, etc);Other (please specify):
No, I didn't spend time learning in the past year
null
8
Student
null
null
null
null
Personal Project
Other (please specify): Good tutorials and clear, understandable documentation
Prohibitive pricing NA
null
null
Yes
I have somewhat considered changing my career and/or the industry I work in
4
null
Bangladesh
BDT Bangladeshi taka
null
Yes
C;Java
C#;C++;GDScript;Java;Lua;SQL
Java
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
Google Gemini
null
null
null
null
Windows;Android
Windows
Notion;Obsidian
Notion
Notion
NA NA
Discord
Stack Overflow;Discord;Reddit;YouTube
Discord
NA NA
No
null
null
null
NA NA
No
Multiple times per day
Between 1 and 3 years
I have never participated in Q&A on Stack Overflow
Long-form articles;Videos;Coding challenges;Logic games/puzzles;Day-in-the-life profiles/interviews with experts;Other (write in):
Browse content related to Q&A posts I recently viewed 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;Writing code;Documenting code;Committing and reviewing code;Deployment and monitoring;Creating or maintaining documentation
Project planning;Debugging or fixing code;Testing code;Predictive analytics;Search for answers;Generating content or synthetic data;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.;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
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.
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
Debugging; writing simple and efficient algorithms; understanding what the code does for the end user and thus coming up with a better software design.
null
null
14,258
14,259
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
35
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 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);Stack Overflow or Stack Exchange
48
Developer, back-end
100 to 499 employees
Individual contributor
Remote
Yes, I influenced the purchase of a substantial addition to the tech stack
Work
Connected to an open-source project 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
14,259
14,260
I am a developer by profession
18-24 years old
Some college/university study without earning a degree
Employed
Engaged in paid work (20-29 hours per week);Attending school (part-time)
2
Yes, I am new to coding or currently a student
Online Courses or Certification (includes all media types);Colleague or on-the-job training
No, I didn't spend time learning in the past year
null
4
Developer, full-stack
20 to 99 employees
Individual contributor
In-person
Yes, I endorsed a tool that was ultimately not purchased or used at my organization
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
14,260
14,261
I am learning to code
35-44 years old
Bachelor’s degree (B.A., B.S., B.Eng., etc.)
Student
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
Online Courses or Certification (includes all media types)
8
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
14,261
14,262
I am a developer by profession
25-34 years old
Some college/university study without earning a degree
Employed
null
3
Yes, I am not new to coding but am learning new coding techniques or programming language
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;Technical documentation (is generated for/by the tool or system)
3
Developer, mobile
Less than 20 employees
null
In-person
Yes, I influenced the purchase of a substantial addition to the tech stack
Work
Reputation for quality NA
null
Manufacturing
null
No
I have strongly considered changing my career and/or the industry I work in
3
3
India
INR Indian rupee
600,000
Yes
Dart;HTML/CSS;JavaScript;Python;SQL
Dart;Python
Dart;Python
NA NA
Yes
MySQL;PostgreSQL;Redis;SQLite
PostgreSQL;Redis;SQLite
PostgreSQL;Redis;SQLite
NA NA
Yes
Amazon Web Services (AWS);Digital Ocean;Docker;Firebase;Google Cloud
Amazon Web Services (AWS);Cloudflare;Docker;Firebase;Google Cloud
Amazon Web Services (AWS);Docker;Firebase;Google Cloud
NA NA
Yes
Angular;Django;jQuery
Django
Django
NA NA
Yes
Visual Studio Code;Xcode
Visual Studio Code
Visual Studio Code
NA NA
null
null
null
null
null
null
MacOS;Ubuntu
GitHub
GitHub
GitHub
NA NA
Stack Overflow;GitHub (public projects, not private repos)
Stack Overflow
Stack Overflow
NA NA
No
null
null
null
NA NA
No
Daily or almost daily
Between 1 and 3 years
I have never participated in Q&A on Stack Overflow
null
null
Not sure
null
Yes, I use AI tools daily
Favorable
Somewhat trust
Bad at handling complex tasks
null
null
null
null
null
I haven’t encountered any problems
No idea what vibe coding is.
Yes, I use AI agents at work daily
Yes, to a great extent
Software engineering;Business process automation
Integration with external agents and APIs
null
null
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 spent on specific development tasks.;AI agents have improved collaboration within my team.;Write in the most significant benefit if not listed above.
null
I have concerns about the security and privacy of data when using AI agents.
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.;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 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;I don’t think I’ll need help from people anymore
Soft skills
6,974
2
14,262
14,263
I used to be a developer by profession, but no longer am
25-34 years old
Bachelor’s degree (B.A., B.S., B.Eng., etc.)
Employed
Attending school (full-time)
7
null
null
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
14,263
14,264
I am a developer by profession
18-24 years old
Master’s degree (M.A., M.S., M.Eng., MBA, etc.)
Not employed
Attending school (part-time)
2
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
14,264
14,265
I am a developer by profession
45-54 years old
Master’s degree (M.A., M.S., M.Eng., MBA, etc.)
Not employed
None of the above
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);Books / Physical media;Videos (not associated with specific online course or certification);Technical documentation (is generated for/by the tool or system)
No, I didn't spend time learning in the past year
null
30
Developer, back-end
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
14,265
14,266
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
5
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);Colleague or on-the-job training;Blogs or podcasts;Games or coding challenges
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
Other (please specify):
500 to 999 employees
Individual contributor
Remote
Yes, I endorsed a tool that was ultimately not purchased or used at my organization
Work
Costs are manageable NA
Ethical concerns NA
Software Development
Job stability and career growth with a single employer NA
I'm not sure
I have strongly considered changing my career and/or the industry I work in
10
5
United States of America
USD United States dollar
106,000
Yes
Bash/Shell (all shells);C;Fortran;MicroPython;Python
Bash/Shell (all shells);C;COBOL;Fortran;Lua;MicroPython;Python;Rust
Bash/Shell (all shells);C;Fortran;MicroPython;Python
basic NA
No
null
null
null
NA NA
Yes
Amazon Web Services (AWS);Cloudflare;Docker;Homebrew;Make;Pip;Yarn
Homebrew;Kubernetes;Make;Pip;Yarn
Homebrew;Make;Pip;Yarn
NA NA
No
null
null
null
NA NA
Yes
Jupyter Notebook/JupyterLab;Neovim;PyCharm;Vim;Visual Studio Code
Jupyter Notebook/JupyterLab;Neovim;PyCharm;Visual Studio Code
Jupyter Notebook/JupyterLab;Neovim;PyCharm;Visual Studio Code
NA NA
uv
null
null
null
null
MacOS;Ubuntu;Android;iPadOS
MacOS;Ubuntu
Clickup;GitHub;Google Workspace;Jira;Markdown File;Miro;Obsidian
GitHub;GitLab;Markdown File;Miro;Obsidian
GitHub;Markdown File;Miro;Obsidian
NA NA
Stack Overflow;Stack Exchange;Discord;Reddit;GitHub (public projects, not private repos);Bluesky;Twitch;LinkedIn;Medium
Stack Overflow;Stack Exchange;Discord;Reddit;GitHub (public projects, not private repos);Bluesky;Twitch;Medium
Stack Overflow;Stack Exchange;Discord;Reddit;GitHub (public projects, not private repos);Bluesky;Twitch;Medium
NA NA
No
null
null
null
NA NA
Yes
Multiple times per day
Between 10 and 15 years
Infrequently, less than once per year
Message Boards;Long-form articles;Coding challenges;Logic games/puzzles;Job board
Comment on Q&A posts NA
No, not really
I don't use AI or AI-enabled tools
No, and I don't plan to
Very unfavorable
Highly distrust
Very poor 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;Search for answers;Generating content or synthetic data;Creating or maintaining documentation;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;I don’t use AI tools regularly;Other (write in):
a big 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.;The cost of using certain AI agent platforms is a barrier.
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
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 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 help troubleshooting
null
106,000
7
14,266
14,267
I am a developer by profession
35-44 years old
Bachelor’s degree (B.A., B.S., B.Eng., etc.)
Employed
Engaged in paid work (20-29 hours per week)
15
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;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;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);Blogs or podcasts
20
Developer, back-end
Less than 20 employees
Individual contributor
In-person
Yes, I influenced the purchase of a substantial addition to the tech stack
Personal Project
Reliability and low latency NA
Outdated or obsolete technology or features NA
Software Development
Working with new technologies and tools NA
I'm not sure
I have somewhat considered changing my career and/or the industry I work in
5
5
Japan
JPY Japanese yen
4,000,000
Yes
Bash/Shell (all shells);HTML/CSS;Java;JavaScript;Python;SQL;TypeScript
Bash/Shell (all shells);COBOL;HTML/CSS;Java;JavaScript;Python;Rust;SQL;TypeScript
Bash/Shell (all shells);HTML/CSS;Java;JavaScript;Python;SQL;TypeScript
NA NA
Yes
MariaDB;MongoDB;MySQL;PostgreSQL;Redis
MariaDB;MongoDB;MySQL;Oracle;PostgreSQL;Redis
MariaDB;MongoDB;MySQL;PostgreSQL;Redis
NA NA
Yes
Amazon Web Services (AWS);Bun;Docker;Kubernetes;Maven (build tool);Microsoft Azure;npm;pnpm;Supabase;Vercel;Vite
Amazon Web Services (AWS);Bun;Cargo;Docker;Firebase;Google Cloud;Kubernetes;Maven (build tool);Microsoft Azure;npm;pnpm;Podman;Supabase;Vercel;Vite
Amazon Web Services (AWS);Bun;Docker;Kubernetes;Maven (build tool);Microsoft Azure;npm;pnpm;Supabase;Vercel;Vite
NA NA
Yes
Node.js;Nuxt.js;Spring Boot;Svelte;Vue.js
Node.js;Nuxt.js;Spring Boot;Svelte;Vue.js
Node.js;Nuxt.js;Spring Boot;Svelte;Vue.js
NA NA
Yes
Android Studio;Claude Code;IntelliJ IDEA;Trae;Visual Studio Code;Zed
Android Studio;Claude Code;Cline and/or Roo;IntelliJ IDEA;Lovable.dev;RustRover;Trae;Visual Studio Code;Zed
Android Studio;Claude Code;IntelliJ IDEA;Trae;Visual Studio Code;Zed
NA NA
Tailwind CSS 4;Large Language Model;Google Gemini;Shadcn/ui;uv
Tailwind CSS 4;Large Language Model;Google Gemini;Shadcn/ui;Ollama;uv
Tailwind CSS 4;Large Language Model;Google Gemini;Shadcn/ui;uv
null
null
Windows;Ubuntu;Windows Subsystem for Linux (WSL);Linux (non-WSL);Fedora;NixOS
Windows;MacOS;Ubuntu;Windows Subsystem for Linux (WSL);Linux (non-WSL);Fedora;NixOS
Clickup;GitHub;GitLab;Notion
Azure Devops;Clickup;GitHub;GitLab;Notion
Clickup;GitHub;GitLab;Notion
NA NA
Stack Overflow;Stack Exchange;Discord;Dev.to;GitHub (public projects, not private repos);Slack (public channels, not work);YouTube;Medium
Stack Overflow;Stack Exchange;Discord;Dev.to;GitHub (public projects, not private repos);YouTube;Medium
Stack Overflow;Stack Exchange;Discord;Dev.to;GitHub (public projects, not private repos);YouTube;Medium
NA NA
Yes
DeepSeek (R- Reasoning models);Gemini (Flash general purpose models);Gemini (Pro Reasoning models);openAI GPT (chatbot models);X Grok models
DeepSeek (R- Reasoning models);Gemini (Flash general purpose models);openAI GPT (chatbot models);openAI Image generating models;openAI Reasoning models;X Grok models
DeepSeek (R- Reasoning models);Gemini (Flash general purpose models);openAI GPT (chatbot models);X Grok models
NA NA
Yes
A few times per month or weekly
Between 10 and 15 years
A few times per month or weekly
Long-form articles;Videos
Read and/or vote on comments for a Question or Answer I am interested in NA
No, not really
About half of the time
Yes, I use AI tools daily
Favorable
Somewhat distrust
Good, but not great at handling complex tasks
Learning about a codebase;Project planning;Writing code;Documenting code;Debugging or fixing code;Testing code;Committing and reviewing code;Search for answers;Creating or maintaining documentation
null
null
Deployment and monitoring
Predictive analytics;Generating content or synthetic data;Learning new concepts or technologies
AI solutions that are almost right, but not quite;I’ve become less confident in my own problem-solving;It’s hard to understand how or why the code works
no, I don't do no-brain go generate them all with AI, at least construct a design first and then revise generated and accept.
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 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 the quality of my code.;AI agents have improved collaboration within my team.;Write in the most significant benefit if not listed above.
null
null
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
I am concerned about the accuracy of the information provided by AI agents.;The cost of using certain AI agent platforms is a barrier.
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
Ollama
null
null
null
ChatGPT;Claude Code;GitHub Copilot;Google Gemini;Microsoft Copilot;v0.dev;Lovable.dev
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;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
critical thinking
27,635
10
14,267
14,268
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
2
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;Blogs or podcasts
No, I learned something that was not related to AI or AI enablement for my personal curiosity and/or hobbies
null
4
Developer, back-end
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
School
Robust and complete API NA
Availability of better alternatives NA
Software Development
Competitive pay and benefits NA
Yes
I have neither consider or transitioned into a new career or industry
15
20
India
INR Indian rupee
6,000,000
Yes
Bash/Shell (all shells);C;C#;C++;Go;HTML/CSS;JavaScript;OCaml;Python;Rust;SQL;TypeScript
Bash/Shell (all shells);Go;Python;Rust;SQL;TypeScript
Bash/Shell (all shells);Go;Python;Rust;SQL;TypeScript
NA NA
Yes
Cassandra;MySQL;PostgreSQL;Redis
Cloud Firestore;Dynamodb;Elasticsearch;Firebase Realtime Database;InfluxDB;PostgreSQL;Redis;Cockroachdb
PostgreSQL;Redis
NA NA
Yes
Amazon Web Services (AWS);Ansible;Bun;Cargo;Docker;Homebrew;Make;npm;Pip;pnpm;Podman;Prometheus;Terraform;Vercel;Vite;Webpack;Yarn
Amazon Web Services (AWS);Ansible;Bun;Cargo;Cloudflare;Digital Ocean;Docker;Firebase;Google Cloud;Homebrew;Kubernetes;Make;Prometheus;Terraform;Vercel
Amazon Web Services (AWS);Ansible;Bun;Cargo;Docker;Homebrew;Make;Prometheus;Terraform;Vercel
NA NA
Yes
Deno;Express;FastAPI;Fastify;Flask;NestJS;Next.js;Node.js;React
Deno
Deno
NA NA
Yes
IntelliJ IDEA;Neovim;PyCharm;Rider;RustRover;Visual Studio Code;WebStorm;Windsurf;Zed
Neovim;RustRover;WebStorm
Neovim;RustRover;WebStorm
NA NA
null
null
null
null
null
Windows;MacOS;iOS;Linux (non-WSL);iPadOS
MacOS
GitHub;Linear;Notion
GitHub;Linear;Notion
GitHub;Linear;Notion
NA NA
Stack Overflow;Stack Exchange;Discord;Reddit;X;YouTube;LinkedIn;Medium;Company-sponsored forums
Stack Overflow;Stack Exchange;X;YouTube;Medium;Company-sponsored forums
Stack Overflow;Stack Exchange;X;YouTube;Medium;Company-sponsored forums
NA NA
Yes
DeepSeek (R- Reasoning models);DeepSeek (V- General purpose models);Gemini (Flash general purpose models);Gemini (Pro Reasoning models);openAI GPT (chatbot models);openAI Image generating models;openAI Reasoning models;X Grok models
openAI GPT (chatbot models);openAI Reasoning models
openAI GPT (chatbot models);openAI Reasoning models
NA NA
Yes
A few times per week
Between 1 and 3 years
Less than once every 2 - 3 months
Chat (people);Long-form articles;Videos;Lists of recommendations (tools, frameworks, technologies, etc.);Direct messaging of users;Day-in-the-life profiles/interviews with experts
Directly open a Q&A post via search, documentation or a peer NA
Neutral
Less than half of the time
Yes, I use AI tools daily
Favorable
Somewhat trust
Good, but not great 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;Search for answers;Creating or maintaining documentation;Learning new concepts or technologies
Predictive analytics;Generating content or synthetic data
null
null
null
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
No
No, I use AI exclusively in copilot/autocomplete mode
Yes, to a great extent
Software engineering
null
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 improved collaboration within my team.
null
null
AI agents have increased my productivity.;AI agents have helped me automate repetitive tasks.;AI agents have reduced the time spent on specific development tasks.
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 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 fully understand something;When I want to learn best practices;When I want to compare different solutions;When I need quick help troubleshooting
Problem solving, and collaboration. Codebases exist to serve human needs, and without the human element, and with vibe coding epidemic, people will either need engineers again to fix spaghetti code, or AI will become so powerful that it'll erase all the jobs
69,744
7
14,268
14,269
I am a developer by profession
25-34 years old
Associate degree (A.A., A.S., etc.)
Employed
None of the above
null
null
null
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
14,269
14,270
I am not primarily a developer, but I write code sometimes as part of my work/studies
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
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
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)
4
Student
null
null
null
null
Personal Project
Customizable and manageable codebase NA
Security or privacy concerns NA
null
null
No
I have neither consider or transitioned into a new career or industry
8
5
India
INR Indian rupee
null
Yes
Bash/Shell (all shells);C;C++;HTML/CSS;Java;JavaScript;MATLAB;PowerShell;Prolog;Python;SQL;TypeScript
Go;PHP;Rust
null
NA NA
Yes
Microsoft SQL Server;MongoDB;MySQL;PostgreSQL;SQLite
Dynamodb;Oracle;PostgreSQL
PostgreSQL
NA NA
Yes
Amazon Web Services (AWS);Docker;Firebase;Google Cloud;npm;Pip;Vercel;Vite
Amazon Web Services (AWS);Docker;npm;Pip;Vercel;Vite
Amazon Web Services (AWS);Docker;npm;Pip;Vercel;Vite
NA NA
Yes
Express;Node.js;React
Django;Express;Next.js;Node.js;React;Svelte
Express;Node.js;React
NA NA
Yes
Android Studio;IntelliJ IDEA;Notepad++;RustRover;Visual Studio;Visual Studio Code
Visual Studio;Visual Studio Code
Visual Studio;Visual Studio Code
NA NA
c++23;Google Gemini
null
null
null
null
Windows;Android;Windows Subsystem for Linux (WSL)
Windows;Android
GitHub;Notion
GitHub;Notion
GitHub;Notion
NA NA
Stack Overflow;Stack Exchange;Discord;Reddit;YouTube;Medium
Stack Overflow;Stack Exchange;Discord;Reddit;YouTube;Medium
Stack Overflow;Stack Exchange;Discord;Reddit;YouTube;Medium
NA NA
Yes
Amazon Titan models;Anthropic: Claude Sonnet;DeepSeek (R- Reasoning models);DeepSeek (V- General purpose models);openAI GPT (chatbot models);openAI Image generating models;X Grok models
Amazon Titan models;Anthropic: Claude Sonnet;DeepSeek (R- Reasoning models);DeepSeek (V- General purpose models);openAI GPT (chatbot models);openAI Image generating models;X Grok models
Amazon Titan models;Anthropic: Claude Sonnet;DeepSeek (R- Reasoning models);DeepSeek (V- General purpose models);openAI GPT (chatbot models);openAI Image generating models;X Grok models
NA NA
Yes
Multiple times per day
Less than one year
Infrequently, less than once per year
Chat (people);Direct messaging of users;Chat (bot/AI)
Ask a question NA
Yes, somewhat
About half of the time
Yes, I use AI tools daily
Very favorable
Somewhat trust
Good, but not great at handling complex tasks
Project planning;Debugging or fixing code;Deployment and monitoring;Creating or maintaining documentation;Learning new concepts or technologies
Committing and reviewing code
Learning about a codebase;Writing code;Testing code
null
Documenting code;Predictive analytics;Search for answers;Generating content or synthetic data
AI solutions that are almost right, but not quite;Debugging AI-generated code is more time-consuming
some what yes
Yes, I use AI agents at work daily
Yes, to a great extent
Software engineering
Personalized agent creation
AI agents have improved the quality of my code.;AI agents have reduced the time spent on specific development tasks.
AI agents have helped me solve complex problems more effectively.
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 accelerated my learning about new technologies or codebases.
null
null
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.
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 platforms
null
supabase
null
Vertex AI;AutoGen (Microsoft);Llama Index;Ollama;Amazon Bedrock Agents
null
null
null
ChatGPT;Claude Code;GitHub Copilot;Google Gemini;Microsoft Copilot;AgentGPT;Devin AI;Blackbox AI;Amazon Codewhisperer
null
When I don’t trust AI’s answers;When I have ethical or security concerns about code;When I need help fixing complex or unfamiliar code;When I need quick help troubleshooting
yes
null
null
14,270
14,271
I am a developer by profession
18-24 years old
Bachelor’s degree (B.A., B.S., B.Eng., etc.)
Independent contractor, freelancer, or self-employed
Engaged in paid work (less than 10 hours per week)
3
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);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);Videos (not associated with specific online course or certification)
7
Developer, full-stack
Less than 20 employees
Individual contributor
Remote
Yes, I influenced the purchase of a substantial addition to the tech stack
Work
Easy-to-use API NA
Prohibitive pricing NA
Software Development
You like your manager NA
No
I have somewhat considered changing my career and/or the industry I work in
4
4
Pakistan
PKR Pakistani rupee
4,600,000
Yes
JavaScript;Python;TypeScript
JavaScript;Kotlin;Python;TypeScript
JavaScript;Python;TypeScript
NA NA
Yes
MongoDB;PostgreSQL;Redis;Supabase
MongoDB;PostgreSQL;Redis;Supabase
MongoDB;PostgreSQL;Redis;Supabase
NA NA
Yes
Cloudflare;Digital Ocean;Docker;Netlify;npm;Pip;Supabase;Vercel;Vite;Webpack;Yarn
Bun;Cloudflare;Digital Ocean;Docker;Kubernetes;Netlify;npm;Pip;pnpm;Supabase;Vercel;Vite;Webpack;Yarn
Cloudflare;Digital Ocean;Docker;Netlify;npm;Pip;Supabase;Vercel;Vite;Webpack;Yarn
NA NA
Yes
AngularJS;Express;FastAPI;Next.js;Node.js;React
Express;FastAPI;NestJS;Next.js;Node.js;React;Vue.js
Express;FastAPI;Next.js;Node.js;React
NA NA
Yes
Bolt;Cursor;Visual Studio Code;VSCodium;Zed
Bolt;Cursor;Visual Studio Code
Bolt;Cursor;Visual Studio Code
NA NA
hostinger;RAG
null
null
null
null
MacOS
MacOS
GitHub;Google Colab;Jira;Linear;Markdown File;Miro;Notion
GitHub;Google Workspace;Jira;Linear;Markdown File;Miro;Notion
GitHub;Jira;Linear;Markdown File;Miro;Notion
NA NA
Stack Overflow;Discord;Reddit;X;YouTube;Twitch;LinkedIn
Stack Overflow;Discord;Reddit;X;YouTube;Twitch;LinkedIn
Stack Overflow;Discord;Reddit;X;YouTube;Twitch;LinkedIn
NA NA
Yes
Anthropic: Claude Sonnet;DeepSeek (R- Reasoning models);DeepSeek (V- General purpose models);Gemini (Flash general purpose models);Gemini (Pro Reasoning models);Meta Llama (all models);openAI GPT (chatbot models);openAI Image generating models;openAI Reasoning models;X Grok models
Gemini (Pro Reasoning models);openAI GPT (chatbot models);openAI Image generating models;X Grok models
Gemini (Pro Reasoning models);openAI GPT (chatbot models);openAI Image generating models;X Grok models
NA NA
Yes
Less than once per month or monthly
Between 5 and 10 years
I have never participated in Q&A on Stack Overflow
Job board
null
Yes, somewhat
Less than half of the time
Yes, I use AI tools daily
Favorable
Somewhat distrust
Good, but not great at handling complex tasks
Project planning;Writing code
Testing code;Committing and reviewing code;Deployment and monitoring;Predictive analytics
null
null
Learning about a codebase;Documenting code;Debugging or fixing code;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
yes it is.
Yes, I use AI agents at work daily
Yes, to a great extent
Software engineering
Integration with external agents and APIs
AI agents have helped me solve complex problems more effectively.
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 improved collaboration within my team.
null
AI agents have increased my productivity.;AI agents have reduced the time spent on specific development tasks.
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.;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.
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
Redis;supabase;LangMem
null
Ollama;LangChain;Zapier
null
Sentry
null
ChatGPT;v0.dev;Bolt.new
null
When I don’t trust AI’s answers;When I want to learn best practices;When I want to compare different solutions;When I’m stuck and can’t explain the problem;When I need help fixing complex or unfamiliar code
system awareness
16,153
9
14,271
14,272
I am a developer by profession
25-34 years old
Some college/university study without earning a degree
Employed
null
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
null
14
Developer, full-stack
20 to 99 employees
Individual contributor
Hybrid (some in-person, leans heavy to flexibility)
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
14,272
14,273
I am a developer by profession
35-44 years old
Bachelor’s degree (B.A., B.S., B.Eng., etc.)
Employed
Engaged in paid work (20-29 hours per week)
15
Yes, I am not new to coding but am learning new coding techniques or programming language
Stack Overflow or Stack Exchange;Blogs or podcasts;Games or coding challenges
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
Developer, back-end
100 to 499 employees
People manager
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
Work
null
null
Software Development
null
I'm not sure
I have strongly considered changing my career and/or the industry I work in
20
5
India
INR Indian rupee
100,000
Yes
HTML/CSS;JavaScript;PHP;Python;SQL
null
null
NA NA
Yes
MongoDB;MySQL;PostgreSQL
null
null
NA NA
Yes
Amazon Web Services (AWS)
null
null
NA NA
Yes
Angular;AngularJS;Django;jQuery;Laravel
null
null
NA NA
Yes
null
null
null
NA NA
null
null
null
null
null
Windows;MacOS;Ubuntu;Android;iOS
null
null
null
null
NA NA
Stack Overflow;Stack Exchange;Reddit
null
null
NA NA
Yes
null
null
null
NA NA
Yes
Daily or almost daily
Between 5 and 10 years
I have never participated in Q&A on Stack Overflow
Chat (bot/AI)
null
Yes, somewhat
About half of the time
Yes, I use AI tools daily
Very favorable
Somewhat trust
Good, but not great 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;Other (write in):
null
null
null
null
AI solutions that are almost right, but not quite
coding
Yes, I use AI agents at work daily
Yes, somewhat
IT operations
Integration with external agents and APIs
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 spent on specific development tasks.;AI agents have improved collaboration within my team.
null
null
null
null
null
null
null
null
null
null
null
Amazon Bedrock Agents
null
null
null
ChatGPT;Blackbox AI
null
When I want to fully understand something
no
1,162
10
14,273
14,274
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
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);Books / Physical media;Videos (not associated with specific online course or certification);Technical documentation (is generated for/by the tool or system);Colleague or on-the-job training;Blogs or podcasts
No, I didn't spend time learning in the past year
null
20
Developer, back-end
10,000 or more employees
Individual contributor
Remote
No
null
null
null
Software Development
You like your manager NA
No
I have neither consider or transitioned into a new career or industry
null
null
Australia
AUD Australian dollar
null
Yes
Java;Kotlin
null
null
NA NA
Yes
H2;PostgreSQL
null
null
NA NA
Yes
Ansible;Homebrew;Maven (build tool);npm
null
null
NA NA
Yes
Spring Boot
null
null
NA NA
No
null
null
null
NA NA
null
null
null
null
null
Fedora
MacOS
Confluence;Jira;Trello
null
null
NA NA
Stack Overflow;Discord;Reddit;YouTube;LinkedIn
null
null
NA NA
No
null
null
null
NA NA
Not sure/can't remember
A few times per month or weekly
Between 10 and 15 years
I have never participated in Q&A on Stack Overflow
null
null
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
null
null
null
null
I don’t use AI tools regularly
null
No, and I don't plan to
Not at all or minimally
null
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 want to fully understand something;When I want to learn best practices;When I want to compare different solutions;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
null
null
5
14,274
14,275
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
15
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
12
Architect, software or solutions
10,000 or more employees
People manager
Hybrid (some remote, leans heavy to in-person)
Yes, I influenced the purchase of a substantial addition to the tech stack
Work
Good brand and public image NA
Outdated or obsolete technology or features NA
Government
Competitive pay and benefits NA
No
I have neither consider or transitioned into a new career or industry
5
3
United States of America
USD United States dollar
115,000
Yes
Bash/Shell (all shells);HTML/CSS;Java;JavaScript
Bash/Shell (all shells);HTML/CSS;Java;JavaScript
Bash/Shell (all shells);HTML/CSS;Java;JavaScript
Nodejs 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;Ubuntu;Android;Debian;Linux (non-WSL);Arch
Windows;MacOS;Android;Debian;Linux (non-WSL);Arch;iPadOS;Red Hat;Fedora
GitHub;GitLab;Jira
GitHub;GitLab;Jira
GitHub;GitLab;Jira
NA NA
Discord;Reddit;Dev.to
Discord;Reddit;Dev.to
Discord;Reddit;Dev.to
NA NA
No
null
null
null
NA NA
null
null
null
null
null
null
null
null
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;Other (write in):
null
null
null
I’ve become less confident in my own problem-solving
trend that will die as soon as people see vibe coding is means coding without skill
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
null
null
null
null
null
null
null
null
null
null
null
null
null
115,000
10
14,275
14,276
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
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;Technical documentation (is generated for/by the tool or system);AI CodeGen tools or AI-enabled apps;Games or coding challenges;School (i.e., University, College, etc)
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)
2
AI/ML engineer
null
null
null
null
Personal Project
Easy-to-use API NA
null
null
null
No
I have neither consider or transitioned into a new career or industry
5
5
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
14,276
14,277
I am a developer by profession
35-44 years old
Some college/university study without earning a degree
Employed
Attending school (part-time)
20
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;Online Courses or Certification (includes all media types);Blogs or podcasts;Stack Overflow or Stack Exchange;Books / Physical media;School (i.e., University, College, etc)
20
DevOps engineer or professional
10,000 or more employees
Individual contributor
Remote
Yes, I influenced the purchase of a substantial addition to the tech stack
Work
Easy-to-use API NA
Security or privacy concerns NA
Insurance
Autonomy and trust to manage your own tasks NA
Yes
I have strongly considered changing my career and/or the industry I work in
2
5
Australia
AUD Australian dollar
185,000
Yes
Bash/Shell (all shells);C#;PowerShell;Python
null
null
NA NA
No
null
null
null
NA NA
Yes
Amazon Web Services (AWS);Ansible;Chocolatey;Cloudflare;Datadog;Docker;Google Cloud;Kubernetes;Make;Maven (build tool);Microsoft Azure;npm;NuGet;Pip;Podman;Prometheus;Splunk;Terraform;Yarn
null
null
NA NA
No
null
null
null
NA NA
Yes
Claude Code;Nano;Notepad++;PyCharm;Visual Studio;Visual Studio Code
null
null
NA NA
Ollama
null
null
null
null
Windows;Ubuntu
null
Azure Devops;Confluence;GitHub;GitLab;Jira;Miro;Notion
null
null
NA NA
Stack Overflow;Discord;Reddit;GitHub (public projects, not private repos)
null
null
NA NA
Yes
Gemini (Flash general purpose models);Gemini (Pro Reasoning models);Microsoft Phi-4 models;openAI GPT (chatbot models);openAI Image generating models;openAI Reasoning models
null
null
NA NA
No
A few times per month or weekly
Between 10 and 15 years
Infrequently, less than once per year
Message Boards;Long-form articles;Videos;Lists of recommendations (tools, frameworks, technologies, etc.);Job board;Day-in-the-life profiles/interviews with experts
Comment on Q&A posts NA
No, not really
Less than half of the time
Yes, I use AI tools weekly
Very favorable
Neither trust nor distrust
Good, but not great 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
at its base used to generate a basic structure that can be built on with traditional development
Yes, I use AI agents at work weekly
Yes, somewhat
Software engineering;Business process automation;IT operations;Cybersecurity
Language processing;MCP servers;Integration with external agents and APIs
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 spent on specific development tasks.;AI agents have improved collaboration within my team.
null
null
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
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.;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.
It takes significant time and effort to learn how to use AI agents effectively.
null
GitHub MCP Server
null
AutoGen (Microsoft);Ollama;Amazon Bedrock Agents
null
Snyk;Wiz
null
ChatGPT;Claude Code;GitHub 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 help troubleshooting
People skills, very broad understanding of systems.
120,267
9
14,277
14,278
I am not primarily a developer, but I write code sometimes as part of my work/studies
18-24 years old
Bachelor’s degree (B.A., B.S., B.Eng., etc.)
Independent contractor, freelancer, or self-employed
Attending school (full-time)
3
Yes, I am not new to coding but am learning new coding techniques or programming language
Books / Physical media;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
7
Academic researcher
null
null
null
No
Work
Reputation for quality NA
Security or privacy concerns NA
Higher Education
null
No
I have somewhat considered changing my career and/or the industry I work in
10
5
Australia
AUD Australian dollar
47,000
Yes
Assembly;Bash/Shell (all shells);C;C++;Go;HTML/CSS;Java;JavaScript;Lisp;Lua;Python;Rust
Bash/Shell (all shells);C;C++;Go;Lisp;Python;Rust;Swift;Zig
Bash/Shell (all shells);C;C++;Go;Lisp;Python;Rust
Haskell Haskell
No
null
null
null
NA NA
Yes
APT;Homebrew;Make;Ninja;npm;Pip
Make;Pip
Make;Pip
Vultr Vultr
No
null
null
null
NA NA
No
null
null
null
NA NA
null
null
null
null
null
MacOS;Linux (non-WSL)
MacOS;Linux (non-WSL)
GitHub;GitLab;Google Colab;Markdown File
Markdown File
Markdown File
Emacs org,logseq,self-hosted git Emacs org,logseq,self-hosted git
Stack Overflow;Stack Exchange;Discord;Reddit;GitHub (public projects, not private repos);YouTube;Medium
Stack Overflow;Stack Exchange;Medium
Stack Overflow;Stack Exchange;Medium
NA NA
No
null
null
null
NA NA
Not sure/can't remember
A few times per week
Between 5 and 10 years
Infrequently, less than once per year
Chat (people);Message Boards;Long-form articles;Coding challenges
Bookmark posts to look at later NA
No, not really
I don't use AI or AI-enabled tools
Yes, I use AI tools monthly or infrequently
Very unfavorable
Highly distrust
Very poor at handling complex tasks
Learning about a codebase;Predictive analytics;Learning new concepts or technologies
Project planning;Writing code;Documenting code;Debugging or fixing code;Testing code;Committing and reviewing code;Deployment and monitoring;Generating content or synthetic data;Creating or maintaining documentation
Search for answers
null
null
AI solutions that are almost right, but not quite;Debugging AI-generated code is more time-consuming;I don’t use AI tools regularly;I’ve become less confident in my own problem-solving
Fuck off
No, and I don't 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.;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'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.
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 help troubleshooting
Sanity checking, taking time to review code, practical problem solving/critical thinking.
30,554
null
14,278
14,279
I am a developer by profession
18-24 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);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 for my personal curiosity and/or hobbies
AI CodeGen tools or AI-enabled apps;Technical documentation (is generated for/by the tool or system)
12
Architect, software or solutions
null
null
null
null
Personal Project
Robust and complete API NA
Other (please specify): Poor documentation
null
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
France
EUR European Euro
0
Yes
C;HTML/CSS;Python;TypeScript
C;Python
C;Python
NA NA
Yes
Cloud Firestore;MariaDB;MongoDB;MySQL;PostgreSQL;SQLite;Pocketbase
MariaDB
MariaDB
NA NA
Yes
APT;Chocolatey;Docker;Pip;Vercel;Vite
Docker;Pip
Docker;Pip
NA NA
Yes
Express;Flask;React;Vue.js
Flask
Flask
NA NA
Yes
Visual Studio Code
Visual Studio Code
Visual Studio Code
NA NA
null
null
null
null
null
Windows;Windows Subsystem for Linux (WSL)
Windows;Windows Subsystem for Linux (WSL)
GitHub
GitHub
GitHub
NA NA
Stack Overflow;Discord;GitHub (public projects, not private repos)
Stack Overflow;GitHub (public projects, not private repos)
Stack Overflow;GitHub (public projects, not private repos)
NA NA
null
Meta Llama (all models)
null
null
NA NA
Yes
A few times per week
Between 10 and 15 years
A few times per month or weekly
Job board;Chat (bot/AI)
Comment on Q&A posts NA
Yes, somewhat
Rarely, almost never
Yes, I use AI tools daily
Favorable
Somewhat distrust
Bad at handling complex tasks
Documenting code;Committing and reviewing code
Learning about a codebase;Project planning;Deployment and monitoring;Predictive analytics;Generating content or synthetic data;Creating or maintaining documentation
Debugging or fixing code;Search for answers;Learning new concepts or technologies
Writing code;Testing code
null
AI solutions that are almost right, but not quite;I’ve become less confident in my own problem-solving
Yes
No, I use AI exclusively in copilot/autocomplete mode
Yes, to a great extent
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 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 accelerated my learning about new technologies or codebases.
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
null
null
When I don’t trust AI’s answers;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
Overall problem solving vision (kinda like a manager)
null
5
14,279
14,280
I am a developer by profession
35-44 years old
Bachelor’s degree (B.A., B.S., B.Eng., etc.)
Employed
Engaged in paid work (20-29 hours per week)
14
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;Colleague or on-the-job training
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)
23
Developer, desktop or enterprise applications
100 to 499 employees
Individual contributor
Hybrid (some in-person, leans heavy to flexibility)
No
Work
Good brand and public image NA
null
Software Development
null
No
I have neither consider or transitioned into a new career or industry
7
6
Sri Lanka
LKR Sri Lankan rupee
5,000,000
Yes
C#;HTML/CSS;JavaScript;PowerShell;Python;SQL;TypeScript
C#;HTML/CSS;JavaScript;PowerShell;Python;SQL;TypeScript
C#;HTML/CSS;JavaScript;PowerShell;Python;SQL;TypeScript
NA NA
Yes
Microsoft SQL Server
Databricks SQL;Microsoft SQL Server
Microsoft SQL Server
NA NA
Yes
Microsoft Azure;MSBuild;Vercel;Vite;Webpack
Microsoft Azure;MSBuild;Vercel;Vite;Webpack
Microsoft Azure;MSBuild;Vercel;Vite;Webpack
Microsoft Power Platfom Microsoft Power Platform
Yes
ASP.NET;ASP.NET Core;React
ASP.NET;ASP.NET Core;Django;jQuery;Node.js;React
ASP.NET;ASP.NET Core;React
NA NA
Yes
Jupyter Notebook/JupyterLab;Visual Studio;Visual Studio Code
Visual Studio;Visual Studio Code
Visual Studio;Visual Studio Code
NA NA
null
null
null
null
null
Windows
Windows
Azure Devops;Confluence;GitHub;Microsoft Planner
Azure Devops;Confluence;GitHub;Microsoft Planner
Azure Devops;Confluence;GitHub;Microsoft Planner
NA NA
Stack Overflow;Stack Exchange;GitHub (public projects, not private repos);Slack (public channels, not work);YouTube;LinkedIn
Stack Overflow;Stack Exchange;Discord;Reddit;Dev.to;GitHub (public projects, not private repos);Slack (public channels, not work);YouTube;LinkedIn
Stack Overflow;Stack Exchange;GitHub (public projects, not private repos);Slack (public channels, not work);YouTube;LinkedIn
NA NA
No
null
null
null
NA NA
Yes
Daily or almost daily
Between 10 and 15 years
A few times per month or weekly
Chat (people);Message Boards;Long-form articles;Videos;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;Chat (bot/AI)
Directly open a Q&A post via search, documentation or a peer NA
Yes, definitely
More than half the time
No, and I don't plan to
Indifferent
Neither trust nor distrust
Neither good or bad at handling complex tasks
null
null
Learning about a codebase;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
Project planning
null
AI solutions that are almost right, but not quite
Not that much
No, and I don't plan to
Yes, somewhat
null
null
null
null
null
null
null
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.;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 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 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 help fixing complex or unfamiliar code;When I need quick help troubleshooting
Problem solving, creative thinking
16,653
7
14,280
14,281
I am not primarily a developer, but I write code sometimes as part of my work/studies
45-54 years old
Some college/university study without earning a degree
Not employed
None of the above
8
Yes, I am not new to coding but am learning new coding techniques or programming language
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);Stack Overflow or Stack Exchange
31
Other (please specify):
null
null
null
null
Personal Project
Other (please specify): functionality
Other (please specify): lack of functionality/customization
null
null
No
I have neither consider or transitioned into a new career or industry
16
5
United States of America
USD United States dollar
0
Yes
Bash/Shell (all shells);HTML/CSS;JavaScript;Lua;Python
Bash/Shell (all shells);HTML/CSS;JavaScript;Python
Bash/Shell (all shells);HTML/CSS;JavaScript;Python
NA NA
No
null
null
null
NA NA
null
APT;Pip
APT;Pip
APT;Pip
NA NA
Yes
null
null
null
ssh ssh
null
Nano
Nano
Nano
Shule Shule
null
null
null
null
null
Ubuntu
Ubuntu
null
null
null
NA NA
Stack Exchange
Stack Exchange;Discord
Stack Exchange
a new awesome one that doesn't exist yet a new awesome one that doesn't exist yet
No
null
null
null
NA NA
Yes
Less than once per month or monthly
Between 10 and 15 years
Less than once per month or monthly
Message Boards;Lists of recommendations (tools, frameworks, technologies, etc.);Direct messaging of users;Job board
Answer a question NA
Yes, somewhat
Rarely, almost never
Yes, I use AI tools weekly
Very favorable
Neither trust nor distrust
Very well at handling complex tasks
Project planning;Writing code;Testing code;Other (write in):
Documenting code;Deployment and monitoring;Predictive analytics;Generating content or synthetic data
Debugging or fixing code;Committing and reviewing code;Creating or maintaining documentation
null
Learning about a codebase;Search for answers;Learning new concepts or technologies
AI solutions that are almost right, but not quite;Other (write in):
If you count editing what the AI gives me afterward, too, then yes. Guiding the AI can be very helpful, even if I already know how to figure out how to do it without the AI. It saves a lot of time, reduces headaches, and is fun. Plus, the AI points out better ways to do the same things I would have done with out it sometimes, and it knows a lot of stuff I don't about the enivronment I'm dealing with. It helps me to to do things from scratch to get better results than I'd get if I used a current tool, too.
Yes, I use AI agents at work weekly
Yes, to a great extent
Software engineering;IT operations;Data and analytics;Marketing;Cybersecurity
Language processing
AI agents have improved the quality of my code.
AI agents have improved collaboration within my team.
null
AI agents have increased my productivity.;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 reduced the time spent on specific development tasks.
null
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.
Write in the most significant challenge if not listed above:
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.;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 just use ChatGPT, primarily. Once in a while I'll use something else, like Claude, but not very often.
null
I'm not sure what agent orchestration or agent frameworks refers to.
null
null
ChatGPT
null
When I don’t trust AI’s answers;When I want to compare different solutions;When I have ethical or security concerns about code;Other (please specify):
All of them.
null
null
14,281
14,282
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
20
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
23
Developer, full-stack
20 to 99 employees
Individual contributor
Hybrid (some in-person, leans heavy to flexibility)
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
14,282
14,283
I am a developer by profession
45-54 years old
Some college/university study without earning a degree
Employed
None of the above
30
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);Coding Bootcamp
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, desktop or enterprise applications
500 to 999 employees
Individual contributor
Hybrid (some remote, leans heavy to in-person)
No
Work
Costs are manageable NA
Security or privacy concerns NA
Insurance
Competitive pay and benefits NA
No
I have strongly considered changing my career and/or the industry I work in
2
2
Ireland
EUR European Euro
100,000
No
null
null
null
NA NA
Yes
Microsoft SQL Server;Oracle
Microsoft SQL Server;Oracle
Microsoft SQL Server;Oracle
NA NA
Yes
Microsoft Azure
Microsoft Azure
Microsoft Azure
NA NA
No
null
null
null
NA NA
Yes
Notepad++;Visual Studio;Visual Studio Code
Notepad++;Visual Studio;Visual Studio Code
Notepad++;Visual Studio;Visual Studio Code
NA NA
.NET 8 or higher
.NET 8 or higher
.NET 8 or higher
null
null
Windows
Windows
Azure Devops;GitHub;Miro
Azure Devops;GitHub;Miro
Azure Devops;GitHub;Miro
NA NA
null
null
null
NA NA
No
null
null
null
NA NA
Yes
A few times per month or weekly
Between 10 and 15 years
Less than once per month or monthly
Lists of recommendations (tools, frameworks, technologies, etc.)
Directly open a Q&A post via search, documentation or a peer NA
Yes, somewhat
Rarely, almost never
Yes, I use AI tools weekly
Indifferent
Somewhat distrust
Good, but not great at handling complex tasks
Writing code;Search for answers
Learning about a codebase;Project planning;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;Learning new concepts or technologies;Other (write in):
null
null
null
I haven’t encountered any problems
No
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 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 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 improved the quality of my code.
null
null
Write in the most significant challenge if not listed above:
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.;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 security and privacy of data when using AI agents.
null
null
null
AutoGen (Microsoft)
null
null
null
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 help troubleshooting
Human interactions
116,015
5
14,283
14,284
I am a developer by profession
25-34 years old
Master’s degree (M.A., M.S., M.Eng., MBA, etc.)
Employed
null
3
Yes, I am not new to coding but am learning new coding techniques or programming language
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
11
Academic researcher
500 to 999 employees
Individual contributor
Your choice (very flexible, you can come in when you want or just as needed)
No
Work
Customizable and manageable codebase NA
Inefficient or time-costly NA
Software Development
null
No
I have somewhat considered changing my career and/or the industry I work in
4
2
Germany
EUR European Euro
60,000
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
A few times per month or weekly
Between 3 and 5 years
Infrequently, less than once per year
null
null
Neutral
Rarely, almost never
Yes, I use AI tools daily
Very favorable
Somewhat trust
Neither good or bad at handling complex tasks
Documenting code;Learning new concepts or technologies
Testing code
Project planning;Committing and reviewing code;Deployment and monitoring;Predictive analytics;Generating content or synthetic data
Learning about a codebase;Creating or maintaining documentation
Writing code;Debugging or fixing code;Search for answers
null
null
Yes, I use AI agents at work daily
Yes, to a great extent
null
null
AI agents have helped me solve complex problems more effectively.
AI agents have improved collaboration within my team.
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 reduced the time spent on specific development tasks.
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
69,609
6
14,284
14,285
I am a developer by profession
18-24 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
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);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
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);Online Courses or Certification (includes all media types);Stack Overflow or Stack Exchange;Books / Physical media
5
Developer, full-stack
500 to 999 employees
Individual contributor
Remote
No
Personal Project
null
Security or privacy concerns NA
Media & Advertising Services
Competitive pay and benefits NA
No
I have neither consider or transitioned into a new career or industry
5
2
Ukraine
UAH Ukrainian hryvnia
1,200
Yes
HTML/CSS;JavaScript;TypeScript
Go
null
NA NA
Yes
MariaDB;MongoDB;MySQL;PostgreSQL;Redis;SQLite
null
null
NA NA
Yes
Amazon Web Services (AWS);Digital Ocean;Docker;Google Cloud;npm;pnpm;Vercel;Vite;Yarn
Kubernetes;Terraform
null
NA NA
Yes
Express;Fastify;jQuery;NestJS;Next.js;Node.js;Nuxt.js;React;Vue.js
Angular
null
NA NA
Yes
WebStorm
null
null
NA NA
Tailwind CSS 4;Google Gemini
null
null
null
null
Windows;MacOS;Android
MacOS
Asana;GitHub;GitLab;Miro;Trello
Jira;Obsidian
null
NA NA
Stack Overflow;GitHub (public projects, not private repos);YouTube;LinkedIn
Reddit
null
NA NA
Yes
Gemini (Flash general purpose models);Gemini (Pro Reasoning models);openAI GPT (chatbot models);openAI Reasoning models
Alibaba Cloud Qwen models;Amazon Titan models;DeepSeek (R- Reasoning models)
null
NA NA
Yes
Infrequently, less than once per year
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.);Job board;Chat (bot/AI)
null
No, not at all
More than half the time
Yes, I use AI tools daily
Favorable
Somewhat trust
Good, but not great at handling complex tasks
Writing code
Project planning
null
null
Learning about a codebase;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;It’s hard to understand how or why the code works
Yes
No, but I plan to
No, but my development work has changed somewhat due to non-AI factors
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.;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.
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
null
null
null
When I don’t trust AI’s answers;When I want to fully understand something;When I’m stuck and can’t explain the problem;When I need help fixing complex or unfamiliar code
null
29
null
14,285
14,286
I am a developer by profession
25-34 years old
Bachelor’s degree (B.A., B.S., B.Eng., etc.)
Employed
Attending school (part-time)
4
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):
13
Developer, full-stack
1,000 to 4,999 employees
Individual contributor
Remote
No
Personal Project
Costs are manageable NA
Prohibitive pricing NA
Software Development
Competitive pay and benefits workplace flexibility
Yes
I have somewhat considered changing my career and/or the industry I work in
10
3
Pakistan
PKR Pakistani rupee
5,400,000
Yes
C++;HTML/CSS;JavaScript;PHP;Python;SQL;TypeScript
C++;Go;HTML/CSS;JavaScript;MicroPython;PHP;Python;Ruby;SQL;Swift;TypeScript
C++;HTML/CSS;JavaScript;PHP;Python;SQL;TypeScript
NA NA
Yes
Elasticsearch;MariaDB;MongoDB;MySQL;PostgreSQL;Redis;SQLite
Elasticsearch;MariaDB;MongoDB;MySQL;PostgreSQL;Redis;SQLite
Elasticsearch;MariaDB;MongoDB;MySQL;PostgreSQL;Redis;SQLite
NA NA
Yes
Amazon Web Services (AWS);Google Cloud;npm;Pip;Poetry;Yarn
npm;Pip
npm;Pip
NA NA
Yes
Django;FastAPI;Flask;jQuery;Next.js;Node.js;React
FastAPI;Flask;jQuery;Next.js;Node.js
FastAPI;Flask;jQuery;Next.js;Node.js
HTMX,BackboneJS HTMX
Yes
Cursor;Jupyter Notebook/JupyterLab;Visual Studio Code
Cursor;Jupyter Notebook/JupyterLab;Visual Studio Code
Cursor;Jupyter Notebook/JupyterLab;Visual Studio Code
ChatGPT ChatGPT
Pydantic;RAG;uv
Pydantic;RAG;uv
Pydantic;RAG;uv
null
null
Windows;MacOS;Windows Subsystem for Linux (WSL)
MacOS
Clickup;Google Colab;Jira;Linear;Miro;Obsidian;Trello
Google Colab;Jira;Miro;Notion;Trello;Wikis
Google Colab;Jira;Miro;Trello
NA NA
Stack Overflow;Stack Exchange;Reddit;GitHub (public projects, not private repos);Kaggle;YouTube;Medium
Stack Overflow;Stack Exchange;Reddit;GitHub (public projects, not private repos);Kaggle;YouTube;Medium
Stack Overflow;Stack Exchange;Reddit;GitHub (public projects, not private repos);Kaggle;YouTube;Medium
NA NA
Yes
openAI GPT (chatbot models);openAI Image generating models;openAI Reasoning models;X Grok models
Anthropic: Claude Sonnet;DeepSeek (R- Reasoning models);DeepSeek (V- General purpose models);Mistral AI models;openAI GPT (chatbot models);openAI Image generating models;openAI Reasoning models;Perplexity Sonar models;Reka (Flash 3 or other Reka models);X Grok models
openAI GPT (chatbot models);openAI Image generating models;openAI Reasoning models;X Grok models
Local Local
Yes
A few times per week
Between 10 and 15 years
Infrequently, less than once per year
Long-form articles;Chat (bot/AI)
Directly open a Q&A post via search, documentation or a peer NA
Yes, definitely
More than half the time
Yes, I use AI tools daily
Favorable
Highly trust
I don't use AI tools for complex tasks / I don't know
Writing code;Documenting code;Debugging or fixing code
Project planning;Committing and reviewing code;Deployment and monitoring;Predictive analytics
Learning about a codebase;Learning new concepts or technologies
Creating or maintaining documentation
Testing code;Search for answers;Generating content or synthetic data
Other (write in):
Yes
Yes, I use AI agents at work daily
Yes, to a great extent
Software engineering
null
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.;AI agents have improved collaboration within my team.
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.;Write in the most significant benefit if not listed above.
null
null
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.
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
Letta
null
null
null
null
null
ChatGPT;GitHub Copilot;v0.dev
null
When I want to learn best practices;When I need help fixing complex or unfamiliar code;Other (please specify):
System design Be a manager to agents and have an overall view of the system
18,963
9
14,286
14,287
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.);Engaged in paid work (less than 10 hours per week)
34
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;AI CodeGen tools or AI-enabled apps;Colleague or on-the-job training;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);Other online resources (e.g. standard search, forum, online community);Online Courses or Certification (includes all media types);Blogs or podcasts
40
Developer, desktop or enterprise applications
1,000 to 4,999 employees
Individual contributor
Hybrid (some in-person, leans heavy to flexibility)
Yes, I influenced the purchase of a substantial addition to the tech stack
Work
Robust and complete API NA
Poor usability 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
4
2
United States of America
USD United States dollar
100,000
Yes
C#;Delphi;HTML/CSS;Java;JavaScript;PowerShell;Python;SQL
Delphi;Java;JavaScript;PowerShell;SQL
Delphi;Java;JavaScript;PowerShell;SQL
NA NA
Yes
Microsoft Access;Microsoft SQL Server;MySQL;PostgreSQL;SQLite
Cosmos DB;Dynamodb;Elasticsearch;Firebase Realtime Database;MariaDB;Microsoft SQL Server;MongoDB;MySQL;PostgreSQL;SQLite
Microsoft SQL Server;MySQL;PostgreSQL;SQLite
Interbase Interbase
No
null
null
null
NA NA
Yes
Node.js
null
null
Ext JS Ext JS
Yes
Eclipse;Notepad++;Visual Studio;Visual Studio Code;Xcode
Notepad++;Visual Studio;Visual Studio Code;Xcode
Notepad++;Visual Studio;Visual Studio Code;Xcode
Embarcadero RAD Studio, Delphi Embarcadero RAD Studio, Delphi
hostinger;Delphi 12+ Athens
hostinger;Large Language Model;Microsoft Fabric;Delphi 12+ Athens
hostinger;Delphi 12+ Athens
null
null
Windows
Windows
Azure Devops;GitHub;Jira
Azure Devops;GitHub;Jira
Azure Devops;GitHub;Jira
NA NA
Stack Overflow;Stack Exchange;Discord;Reddit;GitHub (public projects, not private repos);YouTube
Stack Overflow;Stack Exchange;GitHub (public projects, not private repos);X;YouTube
Stack Overflow;Stack Exchange;GitHub (public projects, not private repos);YouTube
NA NA
No
null
null
null
NA NA
Yes
A few times per week
Between 10 and 15 years
Less than once every 2 - 3 months
Chat (people);Message Boards;Videos;Lists of recommendations (tools, frameworks, technologies, etc.);Direct messaging of users;Job board
Ask a question NA
Yes, somewhat
Rarely, almost never
Yes, I use AI tools monthly or infrequently
Favorable
Somewhat trust
Bad at handling complex tasks
Debugging or fixing code;Search for answers;Learning new concepts or technologies
null
Learning about a codebase;Project planning;Writing code;Documenting code;Testing code;Committing and reviewing code;Predictive analytics;Generating content or synthetic data;Creating or maintaining documentation
Deployment and monitoring
null
Debugging AI-generated code is more time-consuming;I don’t use AI tools regularly
Not used with any large degree
No, I use AI exclusively in copilot/autocomplete mode
Yes, somewhat
Software engineering;Business process automation;Data and analytics
null
AI agents have increased my productivity.;AI agents have helped me automate repetitive tasks.;AI agents have reduced the time spent on specific development 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 improved collaboration within my team.
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.;I have concerns about the security and privacy of data when using AI agents.
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’m stuck and can’t explain the problem;When I need help fixing complex or unfamiliar code;When I need quick help troubleshooting
Creativity. Nuance thinking.
100,000
7
14,287
14,288
I am not primarily a developer, but I write code sometimes as part of my work/studies
18-24 years old
Bachelor’s degree (B.A., B.S., B.Eng., etc.)
Student
Attending school (full-time)
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;School (i.e., University, College, etc)
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);Blogs or podcasts;Stack Overflow or Stack Exchange;Books / Physical media
10
Student
null
null
null
null
Work
Reliability and low latency NA
Security or privacy concerns NA
null
null
I'm not sure
I have neither consider or transitioned into a new career or industry
null
null
China
CNY Chinese Yuan Renminbi
null
Yes
Bash/Shell (all shells);C;Go;HTML/CSS;Java;JavaScript;PowerShell;Python;SQL;TypeScript
C;Go;Java;Python;Rust;TypeScript
C;Go;Java;Python;TypeScript
NA NA
Yes
MySQL;Redis;SQLite
DuckDB;MariaDB;MySQL;PostgreSQL;Redis;Valkey
MySQL;Redis
NA NA
Yes
Ansible;Bun;Cloudflare;Docker;Homebrew;Kubernetes;Make;npm;Pip;pnpm;Podman;Poetry;Prometheus;Vercel;Vite
Bun;Cloudflare;Docker;Google Cloud;Kubernetes;Ninja;npm;pnpm;Podman;Prometheus;Terraform;Vercel;Vite
Bun;Cloudflare;Docker;Kubernetes;npm;pnpm;Podman;Prometheus;Vercel;Vite
Alibaba Cloud, Tencent Cloud Alibaba Cloud, Tencent Cloud
null
Flask;Spring Boot;Vue.js
Astro;FastAPI;React;Spring Boot;Vue.js
Spring Boot;Vue.js
NA NA
Yes
IntelliJ IDEA;Jupyter Notebook/JupyterLab;Vim;Visual Studio Code
Claude Code;Cursor;IntelliJ IDEA;Trae;Vim;Visual Studio Code;Zed
IntelliJ IDEA;Vim;Visual Studio Code
NA NA
Large Language Model;Ollama;uv
Large Language Model;Pydantic;RAG;Google Gemini;Shadcn/ui;Ollama;uv
Large Language Model;Ollama;uv
null
null
Windows
Ubuntu
GitHub;Markdown File;Notion;Obsidian;Wikis
Airtable;GitHub;GitLab;Markdown File;Obsidian;Wikis
GitHub;Markdown File;Obsidian;Wikis
NA NA
Stack Overflow;Reddit;Hacker News;GitHub (public projects, not private repos);YouTube
Stack Overflow;Hacker News;GitHub (public projects, not private repos);YouTube;LinkedIn;Medium
Stack Overflow;Hacker News;GitHub (public projects, not private repos);YouTube
NA NA
Yes
Anthropic: Claude Sonnet;openAI GPT (chatbot models);openAI Reasoning models;X Grok models
Alibaba Cloud Qwen models;Anthropic: Claude Sonnet;DeepSeek (R- Reasoning models);DeepSeek (V- General purpose models);Gemini (Flash general purpose models);Gemini (Pro Reasoning models);openAI GPT (chatbot models);openAI Image generating models;openAI Reasoning models;X Grok models
Anthropic: Claude Sonnet;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
Chat (people);Long-form articles;Direct messaging of users;Chat (bot/AI)
Read and/or vote on comments for a Question or Answer I am interested in NA
Neutral
Less than half of the time
Yes, I use AI tools daily
Favorable
Somewhat trust
Neither good or bad at handling complex tasks
Learning about a codebase;Writing code;Debugging or fixing code;Search for answers;Generating content or synthetic data;Creating or maintaining documentation;Learning new concepts or technologies
null
Project planning;Committing and reviewing code;Deployment and monitoring;Predictive analytics
null
Documenting code;Testing code
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
Yes, I use AI agents at work weekly
Yes, somewhat
Software engineering
null
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
AI agents have helped me automate repetitive tasks.;AI agents have reduced the time spent on specific development tasks.
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.
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 platforms
null
null
null
null
Langfuse
null
ChatGPT;GitHub Copilot;Microsoft Copilot;v0.dev
null
When I don’t trust AI’s answers;When I want to learn best practices;When I want to compare different solutions;When I have ethical or security concerns about code
'- Skill to comprehend requirements and convert to computer-solvable problems; - Skill to architect systems.
null
null
14,288
14,289
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
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);Stack Overflow or Stack Exchange;Technical documentation (is generated for/by the tool or system);Colleague or on-the-job training;Blogs or podcasts
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);Blogs or podcasts
25
Developer, back-end
20 to 99 employees
Individual contributor
Your choice (very flexible, you can come in when you want or just as needed)
No
Work
Customizable and manageable codebase NA
Poor usability NA
Software Development
Collaboration and support from a team NA
No
I have transitioned into a new career and/or industry voluntarily
12
20
Serbia
EUR European Euro
55,000
Yes
Bash/Shell (all shells);Dart;HTML/CSS;JavaScript;Kotlin;PHP;PowerShell;SQL;TypeScript
null
null
NA NA
Yes
MariaDB;MongoDB;MySQL;PostgreSQL;Redis;Supabase
null
null
NA NA
null
Amazon Web Services (AWS);APT;Cloudflare;Composer;Datadog;Digital Ocean;Docker;Google Cloud;Homebrew;Kubernetes;Make;Microsoft Azure;npm;Pip;Supabase;Vite;Webpack;Yarn
null
null
NA NA
Yes
jQuery;Laravel;NestJS;Next.js;React;Vue.js;WordPress
null
null
NA NA
null
Android Studio;Claude Code;Cursor;PhpStorm;WebStorm
null
null
NA NA
Large Language Model;Google Gemini;Ollama
null
null
null
null
MacOS
MacOS
Confluence;GitHub;Jira;Notion;YouTrack
null
null
NA NA
Stack Overflow;Stack Exchange;Discord;Reddit;Dev.to;GitHub (public projects, not private repos);Bluesky;X;YouTube;Medium
Stack Overflow
Stack Overflow
NA NA
Yes
Anthropic: Claude Sonnet;DeepSeek (R- Reasoning models);Gemini (Pro Reasoning models);openAI GPT (chatbot models);openAI Image generating models;openAI Reasoning models;X Grok models
null
null
NA NA
Yes
Multiple times per day
Between 10 and 15 years
Less than once per month or monthly
Chat (people);Videos;Direct messaging of users;Chat (bot/AI)
Directly open a Q&A post via search, documentation or a peer NA
No, not really
Rarely, almost never
Yes, I use AI tools daily
Favorable
Somewhat trust
Good, but not great at handling complex tasks
Testing code;Generating content or synthetic data;Creating or maintaining documentation
Project planning;Committing and reviewing code;Deployment and monitoring
Learning about a codebase;Documenting code;Debugging or fixing code;Predictive analytics;Learning new concepts or technologies
Writing code
Search for answers
AI solutions that are almost right, but not quite;Debugging AI-generated code is more time-consuming
No, I try to leverage AI, but it still has problems with overlooking solutions and improving what it built, but instead overwrites and makes spaghetti code.
Yes, I use AI agents at work daily
Yes, somewhat
Software engineering;Data and analytics
MCP servers;Personalized agent creation
AI agents have helped me automate repetitive tasks.;AI agents have helped me solve complex problems more effectively.;AI agents have reduced the time spent on specific development tasks.
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 improved collaboration within my team.
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.;The cost of using certain AI agent platforms is a barrier.
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
Redis;GitHub MCP Server;supabase
null
Llama Index;Ollama;OpenRouter
null
Sentry;Grafana + Prometheus
null
ChatGPT;Claude Code;GitHub Copilot;Google Gemini;Replit;Bolt.new
null
When I want to fully understand something;When I want to learn best practices;When I need help fixing complex or unfamiliar code
I believe now is the critical to keep up with AI development tools, as they can speed up development significantly. Maybe in a few years they will really be on junior developer level. So, I engineering will be more important then simply writing code, analytics, orchestration, prediction and soft skills.
63,808
8
14,289
14,290
I am a developer by profession
25-34 years old
Master’s degree (M.A., M.S., M.Eng., MBA, etc.)
Employed
Caring for dependents (children, elderly, etc.);Attending school (part-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);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
AI CodeGen tools or AI-enabled apps
14
Developer, front-end
100 to 499 employees
Individual contributor
Hybrid (some remote, leans heavy to in-person)
No
Personal Project
Reputation for quality NA
Ethical concerns NA
Software Development
Collaboration and support from a team NA
No
I have strongly considered changing my career and/or the industry I work in
1
1
India
INR Indian rupee
1,200,000
Yes
HTML/CSS;Java;JavaScript;Python;TypeScript
Python;TypeScript
Python;TypeScript
NA NA
Yes
BigQuery;MySQL
BigQuery;MongoDB;MySQL
BigQuery;MySQL
NA NA
No
null
null
null
NA NA
Yes
React
Next.js
null
NA NA
Yes
Jupyter Notebook/JupyterLab;Visual Studio Code
Jupyter Notebook/JupyterLab;Visual Studio Code
Jupyter Notebook/JupyterLab;Visual Studio Code
NA NA
null
null
null
null
null
Windows;Ubuntu;Windows Subsystem for Linux (WSL)
MacOS
GitHub;Jira
GitHub;Jira
GitHub;Jira
NA NA
Stack Overflow;Discord;Slack (public channels, not work);LinkedIn
Slack (public channels, not work)
Slack (public channels, not work)
NA NA
Yes
Gemini (Flash general purpose models);openAI GPT (chatbot models)
Gemini (Flash general purpose models);openAI GPT (chatbot models);openAI Reasoning models;X Grok models
Gemini (Flash general purpose models);openAI GPT (chatbot models)
NA NA
Yes
Less than once per month or monthly
Between 3 and 5 years
Infrequently, less than once per year
Lists of recommendations (tools, frameworks, technologies, etc.);Day-in-the-life profiles/interviews with experts;Chat (bot/AI)
null
No, not really
null
Yes, I use AI tools daily
Favorable
Somewhat trust
Neither good or bad at handling complex tasks
Project planning;Writing code;Documenting code;Committing and reviewing code;Predictive analytics;Creating or maintaining documentation;Learning new concepts or technologies
null
Debugging or fixing code;Deployment and monitoring;Generating content or synthetic data
Learning about a codebase;Testing code
Search for answers
AI solutions that are almost right, but not quite;Debugging AI-generated code is more time-consuming
Yes
No, but I plan to
Yes, somewhat
null
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
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.
Integrating AI agents with my existing tools and workflows can be difficult.
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
Balancing cost to quality, security, research and innovation, orchestration of development
13,949
5
14,290
14,291
I am a developer by profession
18-24 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
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)
8
Developer, front-end
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
Reliability and low latency NA
null
Software Development
null
No
I have neither consider or transitioned into a new career or industry
null
null
India
INR Indian rupee
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
Yes
Less than once per month or monthly
Less than one 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
null
null
8
14,291
14,292
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)
4
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
6
Developer, back-end
20 to 99 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
null
null
Software Development
null
No
I have strongly considered changing my career and/or the industry I work in
4
4
Pakistan
PKR Pakistani rupee
3,300,000
Yes
HTML/CSS;JavaScript;Ruby;SQL;TypeScript
JavaScript;Ruby;SQL;TypeScript
JavaScript;Ruby;SQL;TypeScript
NA NA
Yes
MongoDB;PostgreSQL;Redis
MongoDB;PostgreSQL;Redis
MongoDB;PostgreSQL;Redis
NA NA
Yes
Amazon Web Services (AWS);Docker;Homebrew;npm;Yarn
Amazon Web Services (AWS);Ansible;Datadog;Docker;Google Cloud;Homebrew;Kubernetes;Microsoft Azure;npm;Terraform;Yarn
Amazon Web Services (AWS);Docker;Homebrew;npm;Yarn
NA NA
Yes
Express;jQuery;Node.js;Ruby on Rails
Express;NestJS;Node.js;Ruby on Rails
Express;Node.js;Ruby on Rails
NA NA
Yes
Vim;Visual Studio Code
Cursor;Vim;Visual Studio Code;Zed
Vim;Visual Studio Code
NA NA
null
null
null
null
null
MacOS
MacOS
Asana;Clickup;Confluence;GitHub;Jira;Miro
Asana;GitHub;Jira;Miro
Asana;GitHub;Jira;Miro
NA NA
Stack Overflow;Dev.to;YouTube;Medium
Stack Overflow;Dev.to;YouTube;Medium
Stack Overflow;Dev.to;YouTube;Medium
NA NA
No
null
null
null
NA NA
Yes
Less than once every 2 - 3 months
Between 5 and 10 years
Infrequently, less than once per year
Chat (people);Coding challenges;Logic games/puzzles;Chat (bot/AI)
Ask a question NA
Yes, definitely
Less than half of the time
Yes, I use AI tools daily
Favorable
Neither trust nor distrust
Bad at handling complex tasks
Learning about a codebase;Writing code;Documenting code;Debugging or fixing code;Testing code;Committing and reviewing code;Generating content or synthetic data;Learning new concepts or technologies
null
Deployment and monitoring
Project planning;Predictive analytics;Creating or maintaining documentation
Search for answers
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
yes, it is
No, but I plan to
Yes, somewhat
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 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
null
When I don’t trust AI’s answers
Devops and human creativity AI can't do mistakes
11,588
6
14,292
14,293
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
1
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);School (i.e., University, College, etc)
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);Online Courses or Certification (includes all media types);School (i.e., University, College, etc)
5
Developer, embedded applications or devices
10,000 or more employees
Individual contributor
Hybrid (some in-person, leans heavy to flexibility)
No
Personal Project
Reliability and low latency NA
Outdated or obsolete technology or features NA
Software Development
Solving real-world problems NA
No
I have neither consider or transitioned into a new career or industry
3
12
India
INR Indian rupee
700,000
Yes
Bash/Shell (all shells);C++;HTML/CSS;JavaScript;Python;SQL
C++;JavaScript;Kotlin;Python;Rust;SQL;Swift;Zig
C++;JavaScript;Python;SQL
NA NA
Yes
MongoDB;MySQL;PostgreSQL;SQLite;Supabase
MongoDB;MySQL;PostgreSQL
MongoDB;MySQL;PostgreSQL
NA NA
Yes
Bun;Docker;Gradle;Homebrew;Kubernetes;Make;npm;Pip;pnpm;Vercel;Vite;Webpack;Yarn
Docker;Gradle;Homebrew;Kubernetes;Make;Pip;pnpm;Yarn
Docker;Gradle;Homebrew;Kubernetes;Make;Pip;pnpm;Yarn
NA NA
Yes
Django;Express;Flask;Next.js;Node.js
Django;Express;Next.js;Node.js
Django;Express;Next.js;Node.js
NA NA
Yes
Neovim;Vim;Visual Studio Code;Xcode;Zed
Neovim;Visual Studio Code;Xcode;Zed
Neovim;Visual Studio Code;Xcode;Zed
NA NA
c++23;Tailwind CSS 4;Ollama
c++23;Tailwind CSS 4;Ollama
c++23;Tailwind CSS 4;Ollama
null
null
MacOS;Android
Windows;Red Hat
Confluence;Doxygen;GitHub;GitLab;Jira;Markdown File
Confluence;Doxygen;GitHub;GitLab;Jira;Markdown File
Confluence;Doxygen;GitHub;GitLab;Jira;Markdown File
NA NA
Stack Overflow;Reddit;Hacker News;Kaggle;YouTube
Stack Overflow;Reddit;Hacker News;Kaggle;YouTube
Stack Overflow;Reddit;Hacker News;Kaggle;YouTube
NA NA
Yes
null
null
null
NA Copilot
Yes
Infrequently, less than once per year
Between 1 and 3 years
Infrequently, less than once per year
Chat (people);Videos;Logic games/puzzles
Read and/or vote on comments for a Question or Answer I am interested in NA
Neutral
About half of the time
Yes, I use AI tools monthly or infrequently
Indifferent
Somewhat distrust
Very poor at handling complex tasks
Documenting code;Search for answers;Creating or maintaining documentation
Learning about a codebase;Testing code;Committing and reviewing code;Deployment and monitoring;Predictive analytics;Generating content or synthetic data;Learning new concepts or technologies
Project planning;Writing code
null
null
AI solutions that are almost right, but not quite;Debugging AI-generated code is more time-consuming
No
No, I use AI exclusively in copilot/autocomplete mode
Not at all or minimally
Software engineering
Language processing
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.
null
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.
null
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
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.
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 compare different solutions;When I have ethical or security concerns about code;When I need help fixing complex or unfamiliar code
C++, Architect
8,137
6
14,293
14,294
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
20
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)
25
Developer, back-end
null
null
null
No
Work
Easy-to-use API NA
Poor usability NA
Software Development
Competitive pay and benefits NA
No
I have neither consider or transitioned into a new career or industry
4
3
Lithuania
EUR European Euro
150,000
null
Go
null
null
NA NA
Yes
PostgreSQL
null
null
NA NA
Yes
Google Cloud
null
null
NA NA
Yes
null
null
null
NA NA
No
null
null
null
NA NA
null
null
null
null
null
MacOS
null
Linear
null
null
NA NA
null
null
null
NA NA
No
null
null
null
NA NA
Yes
A few times per week
More than 15 years, or since Stack Overflow started in 2008
null
null
null
null
null
Yes, I use AI tools monthly or infrequently
Unfavorable
Highly distrust
I don't use AI tools for complex tasks / I don't know
null
Project planning;Writing code;Committing and reviewing code;Deployment and monitoring
null
Search for answers
null
I don’t use AI tools regularly;I’ve become less confident in my own problem-solving
no
No, and I don't plan to
Not at all or minimally
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
174,022
10
14,294
14,295
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
Volunteering (regularly)
1
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
1
Developer, AI apps or physical AI
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
Ethical concerns NA
Manufacturing
null
I'm not sure
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
null
14,295
14,296
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.)
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;AI CodeGen tools or AI-enabled apps;Colleague or on-the-job training
Yes, I learned how to use AI-enabled tools required for my job or to benefit my career
Other online resources (e.g. standard search, forum, online community)
14
Developer, mobile
1,000 to 4,999 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
Robust and complete API NA
Outdated or obsolete technology or features NA
Retail and Consumer Services
Working with new technologies and tools NA
I'm not sure
I have somewhat considered changing my career and/or the industry I work in
null
null
India
INR Indian rupee
null
Yes
Java
Kotlin;SQL
null
NA NA
null
MongoDB;SQLite
MongoDB;SQLite
MongoDB;SQLite
NA NA
null
Firebase;Google Cloud;Gradle;Homebrew;Maven (build tool);npm
Firebase;Google Cloud;Gradle;Homebrew;Maven (build tool);npm
Firebase;Google Cloud;Gradle;Homebrew;Maven (build tool);npm
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
Daily or almost daily
Between 10 and 15 years
Less than once every 2 - 3 months
Lists of recommendations (tools, frameworks, technologies, etc.)
Browse content related to Q&A posts I recently viewed NA
Yes, definitely
More than half the time
Yes, I use AI tools daily
null
null
null
null
null
null
null
null
I haven’t encountered any problems
null
Yes, I use AI agents at work daily
Yes, to a great extent
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
8
14,296
14,297
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)
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;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);Online Courses or Certification (includes all media types);Stack Overflow or Stack Exchange;School (i.e., University, College, etc)
8
Student
null
null
null
null
School
Easy-to-use API NA
Poor usability NA
null
null
I'm not sure
I have neither consider or transitioned into a new career or industry
null
null
Canada
CAD Canadian dollar
null
Yes
Bash/Shell (all shells);C;C++;Go;HTML/CSS;JavaScript;MATLAB;PowerShell;Python;TypeScript
Bash/Shell (all shells);C;C++;Go;HTML/CSS;JavaScript;Python;TypeScript
Bash/Shell (all shells);C;C++;Go;HTML/CSS;JavaScript;Python;TypeScript
NA NA
Yes
MongoDB
Elasticsearch;MongoDB;Neo4J
MongoDB
NA NA
No
null
null
null
NA NA
No
null
null
null
NA NA
Yes
Nano;Vim;Visual Studio;Visual Studio Code
Vim;Visual Studio Code
Vim;Visual Studio Code
NA NA
null
null
null
null
null
Windows;iOS
Windows;Ubuntu
GitHub;Google Colab;Obsidian
GitHub;Google Colab;Obsidian
GitHub;Google Colab;Obsidian
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
Yes
DeepSeek (R- Reasoning models);Meta Llama (all models);openAI GPT (chatbot models)
Meta Llama (all models);openAI GPT (chatbot models)
Meta Llama (all models);openAI GPT (chatbot models)
NA NA
Yes
null
null
null
null
null
null
null
Yes, I use AI tools daily
Favorable
Neither trust nor 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
10
14,297
14,298
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 (less than 10 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);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;Other online resources (e.g. standard search, forum, online community);Colleague or on-the-job training;Blogs or podcasts
10
Developer, full-stack
10,000 or more 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
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
14,298
14,299
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
12
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
Videos (not associated with specific online course or certification)
12
Developer, front-end
100 to 499 employees
Individual contributor
In-person
No
Work
Reliability and low latency NA
Poor usability NA
Software Development
null
Yes
I have somewhat considered changing my career and/or the industry I work in
null
null
India
INR Indian rupee
1,500,000
Yes
Swift
null
null
Yes Yes
No
null
null
null
NA NA
No
null
null
null
NA NA
No
null
null
null
NA NA
No
null
null
null
NA NA
SwiftData;Google Gemini;Ollama
null
null
null
null
MacOS;iOS;iPadOS
MacOS;iOS;iPadOS
null
null
null
NA NA
Stack Overflow;Stack Exchange;LinkedIn;Medium
null
null
NA NA
No
null
null
null
NA NA
Yes
Daily or almost daily
Between 10 and 15 years
A few times per month or weekly
Chat (people);Videos
Use discussion or chat feature NA
Yes, definitely
About half of the time
Yes, I use AI tools daily
Favorable
Somewhat trust
Good, but not great at handling complex tasks
Writing code;Deployment and monitoring
Project planning;Committing and reviewing code
Documenting code;Testing code
Learning about a codebase;Debugging or fixing code;Predictive analytics;Search for answers;Creating or maintaining documentation;Learning new concepts or technologies;Other (write in):
null
I don’t use AI tools regularly
YES
No, and I don't 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.;Write in the most significant challenge if not listed above:
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.
null
null
null
null
null
null
null
null
null
When I don’t trust AI’s answers;When I want to compare different solutions
Business logic, Design, Project planning
17,436
7
14,299
14,300
I am a developer by profession
18-24 years old
Master’s degree (M.A., M.S., M.Eng., MBA, etc.)
Employed
Engaged in paid work (less than 10 hours per week)
5
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
7
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
Easy-to-use API NA
Availability of better alternatives NA
Other:
Developing specialized expertise NA
No
I have neither consider or transitioned into a new career or industry
11
null
Ukraine
USD United States dollar
40,000
Yes
Bash/Shell (all shells);Go;PHP;TypeScript
Bash/Shell (all shells);Go;PHP;Python
Bash/Shell (all shells);Go;PHP
NA NA
Yes
Elasticsearch;MySQL;PostgreSQL;SQLite
Elasticsearch;PostgreSQL;Redis;SQLite
Elasticsearch;PostgreSQL;SQLite
NA NA
Yes
Amazon Web Services (AWS);Docker;Homebrew;Kubernetes;Make;New Relic;npm;Pip;Terraform
Amazon Web Services (AWS);Docker;Homebrew;Kubernetes;Make;New Relic;Pip;Terraform
Amazon Web Services (AWS);Docker;Homebrew;Kubernetes;Make;New Relic;Pip;Terraform
NA NA
No
null
null
null
NA NA
Yes
PhpStorm;PyCharm;Vim;Visual Studio Code;Xcode
PyCharm;Xcode
PyCharm;Xcode
GoLand GoLand
null
null
null
null
null
MacOS;iOS
MacOS
Confluence;GitHub;Jira
Confluence;GitHub;Jira
Confluence;GitHub;Jira
NA NA
Stack Overflow;Reddit;GitHub (public projects, not private repos);YouTube;LinkedIn;Medium
Stack Overflow;Reddit;GitHub (public projects, not private repos);YouTube;LinkedIn;Medium
Stack Overflow;Reddit;GitHub (public projects, not private repos);YouTube;LinkedIn;Medium
NA NA
Yes
Anthropic: Claude Sonnet;Gemini (Flash general purpose models);Gemini (Pro Reasoning models);openAI GPT (chatbot models)
Anthropic: Claude Sonnet;Gemini (Flash general purpose models);Gemini (Pro Reasoning models);openAI GPT (chatbot models)
Anthropic: Claude Sonnet;Gemini (Flash general purpose models);Gemini (Pro Reasoning models);openAI GPT (chatbot models)
NA NA
No
Less than once per month or monthly
Between 5 and 10 years
I have never participated in Q&A on Stack Overflow
Chat (bot/AI)
Directly open a Q&A post via search, documentation or a peer NA
No, not really
More than half the time
Yes, I use AI tools daily
Very favorable
Somewhat trust
Good, but not great at handling complex tasks
Learning about a codebase;Writing code;Documenting code;Testing code;Creating or maintaining documentation
Project planning;Deployment and monitoring;Predictive analytics;Generating content or synthetic data
Committing and reviewing code
null
Debugging or fixing code;Search for answers;Learning new concepts or technologies
AI solutions that are almost right, but not quite
no
No, but I plan to
Yes, to a great extent
null
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.;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.
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 don’t trust AI’s answers;When I want to learn best practices;When I want to compare different solutions
ability to write robust code and combine user requirements into complex solutions
40,000
9