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|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
48,200 | 48,201 | 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 | 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 required for my job or to benefit my career | Videos (not associated with specific online course or certification);Other online resources (e.g. standard search, forum, online community);Blogs or podcasts | 8 | System administrator | 100 to 499 employees | Individual contributor | Your choice (very flexible, you can come in when you want or just as needed) | No | Work | Costs are manageable
Documentation and community | Security or privacy concerns
NA | Banking/Financial Services | Collaboration and support from a team
NA | I'm not sure | I have somewhat considered changing my career and/or the industry I work in | 4 | 2 | Italy | EUR European Euro | 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 | A few times per month or weekly | Between 3 and 5 years | I have never participated in Q&A on Stack Overflow | Long-form articles;Videos;Direct messaging of users;Day-in-the-life profiles/interviews with experts | null | null | null | Yes, I use AI tools daily | Favorable | Neither trust nor distrust | Neither good or bad at handling complex tasks | Search for answers;Generating content or synthetic data;Creating or maintaining documentation | Predictive analytics | Learning about a codebase;Project planning;Debugging or fixing code;Testing code;Committing and reviewing code;Deployment and monitoring | Writing code;Documenting code;Learning new concepts or technologies | null | AI solutions that are almost right, but not quite;Debugging AI-generated code is more time-consuming;It’s hard to understand how or why the code works | No | No, I use AI exclusively in copilot/autocomplete mode | Not at all or minimally | null | null | null | AI agents have increased my productivity.;AI agents have 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.;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 | 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. | null | null | null | null | null | null | null | null | null | When I want to learn best practices;When I want to compare different solutions | null | null | 8 |
48,201 | 48,202 | I am not primarily a developer, but I write code sometimes as part of my work/studies | 45-54 years old | Associate degree (A.A., A.S., etc.) | Employed | None of the above | 22 | No, I am not new to coding and did not learn new coding techniques or programming languages | null | Yes, I learned how to use AI-enabled tools required for my job or to benefit my career | AI CodeGen tools or AI-enabled apps;Videos (not associated with specific online course or certification);Online Courses or Certification (includes all media types);Blogs or podcasts | 10 | Cloud infrastructure engineer | 10,000 or more 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 | 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 |
48,202 | 48,203 | 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) | 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 | Videos (not associated with specific online course or certification) | 25 | Developer, full-stack | 20 to 99 employees | People manager | 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 | Reputation for quality
NA | Availability of better alternatives
NA | Fintech | 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 |
48,203 | 48,204 | I am not primarily a developer, but I write code sometimes as part of my work/studies | 45-54 years old | Master’s degree (M.A., M.S., M.Eng., MBA, etc.) | Employed | Engaged in paid work (20-29 hours per week) | 22 | Yes, I am not new to coding but am learning new coding techniques or programming language | AI CodeGen tools or AI-enabled apps;Blogs or podcasts;School (i.e., University, College, etc) | 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 |
48,204 | 48,205 | I am a developer by profession | 25-34 years old | Associate degree (A.A., A.S., etc.) | Employed | Caring for dependents (children, elderly, etc.);Volunteering (regularly) | 9 | 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 | AI CodeGen tools or AI-enabled apps;Other online resources (e.g. standard search, forum, online community);Blogs or podcasts | 12 | Developer, back-end | 20 to 99 employees | Individual contributor | Hybrid (some remote, leans heavy to in-person) | Yes, I influenced the purchase of a tool that more than five colleagues use but it is not a substantial addition to the tech stack | Work | Easy-to-use API
NA | Poor usability
NA | Software Development | Working with new technologies and tools
NA | No | I have somewhat considered changing my career and/or the industry I work in | 5 | 5 | Netherlands | EUR European Euro | 44,064 | Yes | Bash/Shell (all shells);HTML/CSS;JavaScript;PHP;PowerShell;Ruby;SQL;TypeScript | null | null | NA
NA | Yes | MariaDB;MongoDB;MySQL;PostgreSQL;Redis;SQLite | null | null | NA
NA | Yes | Composer;Docker;npm;Pip;Vite;Webpack;Yarn | Amazon Web Services (AWS);Cloudflare;Kubernetes | null | NA
NA | Yes | Laravel;Node.js;Nuxt.js;React;Symfony;Vue.js;WordPress | null | null | NA
NA | Yes | Android Studio;Notepad++;Vim;Visual Studio Code | null | null | NA
NA | Tailwind CSS 4 | Google Gemini | null | null | null | Windows;Ubuntu;Android;Windows Subsystem for Linux (WSL);Pop!_OS | Windows;Ubuntu;Windows Subsystem for Linux (WSL);Pop!_OS | GitHub;GitLab | Monday.com | null | NA
NA | Stack Overflow;Discord;GitHub (public projects, not private repos);YouTube;LinkedIn;Medium | null | null | NA
NA | No | null | null | null | NA
NA | No | A few times per month or weekly | Between 5 and 10 years | Infrequently, less than once per year | null | Comment on Q&A posts
NA | No, not really | Rarely, almost never | Yes, I use AI tools daily | Indifferent | 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;Learning new concepts or technologies | Documenting code;Testing code;Committing and reviewing code;Predictive analytics;Creating or maintaining documentation | Project planning;Deployment and monitoring | null | null | AI solutions that are almost right, but not quite | No. I want consistent results when programming. In vibe coding the standards or methods vary too much
| No, but I plan to | Yes, somewhat | null | null | null | null | null | null | 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 | Integrating AI agents with my existing tools and workflows can be difficult.;The cost of using certain AI agent platforms is a barrier. | null | I am concerned about the accuracy of the information provided by AI agents.;I have concerns about the security and privacy of data when using AI agents. | null | null | null | null | null | null | null | null | null | When I don’t trust AI’s answers;When I want to fully understand something;When I have ethical or security concerns about code;When I’m stuck and can’t explain the problem;When I need quick help troubleshooting | Reading and understanding code. | 51,121 | 8 |
48,205 | 48,206 | I am a developer by profession | 45-54 years old | Master’s degree (M.A., M.S., M.Eng., MBA, etc.) | Employed | Caring for dependents (children, elderly, etc.) | 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 | Other (please specify): | 20 | Developer, front-end | Less than 20 employees | Individual contributor | Hybrid (some remote, leans heavy to in-person) | No | Work | Easy-to-use API
NA | Availability of better alternatives
NA | Internet, Telecomm or Information Services | Solving real-world problems
NA | I'm not sure | I have transitioned into a new career and/or industry involuntarily | 10 | null | Israel | ILS Israeli new shekel | 480,000 | Yes | HTML/CSS;JavaScript;TypeScript | HTML/CSS;JavaScript;TypeScript | HTML/CSS;JavaScript;TypeScript | NA
NA | No | null | null | null | NA
NA | Yes | Amazon Web Services (AWS);npm;Webpack;Yarn | npm | npm | NA
NA | Yes | React | React | React | NA
NA | Yes | Cursor;IntelliJ IDEA;WebStorm | Cursor;IntelliJ IDEA;WebStorm | Cursor;IntelliJ IDEA;WebStorm | NA
NA | null | null | null | null | null | Windows | MacOS | GitHub;Jira;Monday.com;Notion | GitHub;Monday.com | GitHub;Monday.com | Bitbucket
NA | Stack Overflow;Reddit;Dev.to;X;YouTube;LinkedIn;Medium | Stack Overflow;Reddit;Dev.to;X;YouTube;LinkedIn | Stack Overflow;Reddit;Dev.to;X;YouTube;LinkedIn | NA
NA | No | null | null | null | NA
NA | Yes | Less than once per month or monthly | More than 15 years, or since Stack Overflow started in 2008 | Infrequently, less than once per year | Coding challenges;Logic games/puzzles;Lists of recommendations (tools, frameworks, technologies, etc.) | 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 | Neither trust nor distrust | Bad at handling complex tasks | null | Learning new concepts or technologies | Project planning;Writing code;Debugging or fixing code;Testing code;Committing and reviewing code;Deployment and monitoring;Predictive analytics;Search for answers;Generating content or synthetic data | Learning about a codebase;Documenting code;Creating or maintaining documentation | null | AI solutions that are almost right, but not quite;Debugging AI-generated code is more time-consuming | Might use it for some personal projects, but it's no part of my professional development work | 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. | null | null | null | null | 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 have ethical or security concerns about code | '- understanding "the business" not just the code
- birds eye view of code bases | 141,188 | 6 |
48,206 | 48,207 | I am not primarily a developer, but I write code sometimes as part of my work/studies | 25-34 years old | Master’s degree (M.A., M.S., M.Eng., MBA, etc.) | Student | 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 | Other online resources (e.g. standard search, forum, online community);Videos (not associated with specific online course or certification);Stack Overflow or Stack Exchange;Technical documentation (is generated for/by the tool or system);AI CodeGen tools or AI-enabled apps;Colleague or on-the-job training | Yes, I learned how to use AI-enabled tools 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) | 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 |
48,207 | 48,208 | 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 | 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) | 10 | Developer, back-end | 10,000 or more employees | Individual contributor | Hybrid (some in-person, leans heavy to flexibility) | No | Work | Good brand and public image
NA | Outdated or obsolete technology or features
NA | Software Development | Autonomy and trust to manage your own tasks
NA | Yes | I have somewhat considered changing my career and/or the industry I work in | 5 | 5 | Belgium | EUR European Euro | 70,000 | null | C# | C#;Python | C# | NA
NA | Yes | Microsoft SQL Server | Cosmos DB;Microsoft SQL Server;PostgreSQL | Microsoft SQL Server | NA
NA | No | null | null | null | NA
NA | Yes | ASP.NET Core | ASP.NET Core;Blazor;React | ASP.NET Core | 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;Tailwind CSS 4;Microsoft Fabric | .NET 8 or higher | null | null | Windows;Android | Windows;Android | Confluence;Jira | Azure Devops;Confluence;GitHub | Confluence | NA
NA | GitHub (public projects, not private repos) | GitHub (public projects, not private repos) | GitHub (public projects, not private repos) | NA
NA | Yes | openAI GPT (chatbot models) | openAI GPT (chatbot models) | openAI GPT (chatbot 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 | null | Directly open a Q&A post via search, documentation or a peer
NA | No, not really | Rarely, almost never | Yes, I use AI tools weekly | Very favorable | Neither trust nor distrust | Good, but not great at handling complex tasks | Writing code;Debugging or fixing code;Testing code;Search for answers;Generating content or synthetic data;Learning new concepts or technologies | Learning about a codebase;Project planning;Documenting code;Committing and reviewing code;Deployment and monitoring;Predictive analytics;Creating or maintaining documentation | null | null | null | AI solutions that are almost right, but not quite;I’ve become less confident in my own problem-solving | no | No, I use AI exclusively in copilot/autocomplete mode | Yes, somewhat | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 81,210 | 5 |
48,208 | 48,209 | I am a developer by profession | 65 years or older | Other (please specify): | Retired | Caring for dependents (children, elderly, etc.);None of the above;Volunteering (regularly);Engaged in paid work (20-29 hours per week);Transitioning to retirement (gradually reducing work hours);Attending school (full-time);Attending school (part-time);Engaged in paid work (10-19 hours per week);Engaged in paid work (less than 10 hours per week) | 69 | 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 | 100 | Other (please specify): | 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 |
48,209 | 48,210 | I am not primarily a developer, but I write code sometimes as part of my work/studies | 35-44 years old | Some college/university study without earning a degree | Employed | None of the above | 20 | 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);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 | 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) | 24 | Cloud infrastructure engineer | 20 to 99 employees | People manager | Remote | Yes, I influenced the purchase of a substantial addition to the tech stack | Work | null | null | Fintech | null | Yes | I have transitioned into a new career and/or industry voluntarily | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
48,210 | 48,211 | I am a developer by profession | 55-64 years old | Master’s degree (M.A., M.S., M.Eng., MBA, etc.) | Employed | Engaged in paid work (20-29 hours per week) | 25 | No, I am not new to coding and did not learn new coding techniques or programming languages | null | Yes, I learned how to use AI-enabled tools required for my job or to benefit my career | Technical documentation (is generated for/by the tool or system);Videos (not associated with specific online course or certification);Colleague or on-the-job training;Online Courses or Certification (includes all media types);Blogs or podcasts | 20 | Developer, full-stack | 1,000 to 4,999 employees | People manager | In-person | Yes, I influenced the purchase of a substantial addition to the tech stack | Work | null | null | Software Development | null | Yes | null | null | null | Israel | ILS Israeli new shekel | null | null | C#;HTML/CSS;JavaScript | 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 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
48,211 | 48,212 | I am not primarily a developer, but I write code sometimes as part of my work/studies | 35-44 years old | Professional degree (JD, MD, Ph.D, Ed.D, etc.) | Employed | None of the above | 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 online resources (e.g. standard search, forum, online community) | 4 | Academic researcher | Just me - I am a freelancer, sole proprietor, etc. | Individual contributor | In-person | No | Work | Reputation for quality
NA | null | Higher Education | null | No | I have neither consider or transitioned into a new career or industry | null | null | Nigeria | NGN Nigerian naira | null | No | null | null | null | NA
NA | No | null | null | null | NA
NA | No | null | null | null | NA
NA | No | null | null | null | NA
NA | Yes | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | Yes, I use AI tools daily | Favorable | Highly trust | Neither good or bad at handling complex tasks | null | null | null | null | null | null | Yes | Yes, I use AI agents at work daily | Yes, to a great extent | null | 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 improved collaboration within my team. | null | null | AI agents have helped me solve complex problems more effectively. | null | My company's IT and/or InfoSec teams have strict rules that do not allow me to use AI agent tools or platforms | Integrating AI agents with my existing tools and workflows can be difficult.;It takes significant time and effort to learn how to use AI agents effectively. | I 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 | Google Gemini;Microsoft Copilot | null | When I’m stuck and can’t explain the problem | null | null | null |
48,212 | 48,213 | 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 | Caring for dependents (children, elderly, etc.) | 11 | 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 |
48,213 | 48,214 | 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 | Caring for dependents (children, elderly, etc.);Volunteering (regularly) | 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);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;Videos (not associated with specific online course or certification);Online Courses or Certification (includes all media types) | 17 | Developer, full-stack | null | null | null | Yes, I influenced the purchase of a substantial addition to the tech stack | Work | Robust and complete API
NA | Outdated or obsolete technology or features
NA | Software Development | Innovation through solving challenging and complex problems
NA | Yes | I have strongly considered changing my career and/or the industry I work in | 5 | 3 | Netherlands | 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 | null | null | null | null | null | null | null | null | Yes, I use AI tools daily | Favorable | Somewhat trust | Good, but not great at handling complex tasks | Writing code;Documenting code;Debugging or fixing code;Deployment and monitoring;Search for answers;Generating content or synthetic data | Predictive analytics;Creating or maintaining documentation | Learning about a codebase;Committing and reviewing code | null | Project planning;Testing code;Learning new concepts or technologies | AI solutions that are almost right, but not quite;Other (write in):;It’s hard to understand how or why the code works | Yes | No, I use AI exclusively in copilot/autocomplete mode | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 69,609 | 7 |
48,214 | 48,215 | I am a developer by profession | 45-54 years old | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Employed | None of the above | 21 | 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);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);Other online resources (e.g. standard search, forum, online community);Books / Physical media | 30 | Other (please specify): | 5,000 to 9,999 employees | Individual contributor | Hybrid (some in-person, leans heavy to flexibility) | No | Personal Project | Easy-to-use API
NA | Prohibitive pricing
NA | Media & Advertising Services | Competitive pay and benefits
NA | No | I have somewhat considered changing my career and/or the industry I work in | null | null | Spain | EUR European Euro | 128,000 | 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 | Favorable | Neither trust nor distrust | Neither good or bad at handling complex tasks | null | Debugging or fixing code;Committing and reviewing code;Predictive analytics;Creating or maintaining documentation | Learning about a codebase;Project planning;Writing code;Documenting code;Testing code;Deployment and monitoring;Search for answers;Learning new concepts or technologies | Generating content or synthetic data | null | Other (write in):;I haven’t encountered any problems | 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 | null | null | 148,499 | 7 |
48,215 | 48,216 | 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 | 4 | 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;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 | AI CodeGen tools or AI-enabled apps;Videos (not associated with specific online course or certification);Other online resources (e.g. standard search, forum, online community);Colleague or on-the-job training;Blogs or podcasts | 15 | Data or business analyst | 100 to 499 employees | Individual contributor | In-person | Yes, I influenced the purchase of a tool that more than five colleagues use but it is not a substantial addition to the tech stack | 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 |
48,216 | 48,217 | I work with developers or my work supports developers but am not a developer by profession | 45-54 years old | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Independent contractor, freelancer, or self-employed | Engaged in paid work (10-19 hours per week) | 30 | 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) | 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) | 30 | System administrator | Just me - I am a freelancer, sole proprietor, etc. | Individual contributor | Hybrid (some in-person, leans heavy to flexibility) | Yes, I influenced the purchase of a substantial addition to the tech stack | 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 |
48,217 | 48,218 | 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) | 19 | Yes, I am not new to coding but am learning new coding techniques or programming language | Other online resources (e.g. standard search, forum, online community);Books / Physical media;Technical documentation (is generated for/by the tool or system) | No, I learned something that was not related to AI or AI enablement for my personal curiosity and/or hobbies | null | 23 | Architect, software or solutions | 10,000 or more employees | Individual contributor | Remote | Yes, I influenced the purchase of a substantial addition to the tech stack | School | null | null | Banking/Financial Services | null | No | I have neither consider or transitioned into a new career or industry | null | null | Turkey | TRY Turkish lira | 2,500,000 | 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 | No | Daily or almost daily | More than 15 years, or since Stack Overflow started in 2008 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 63,120 | 10 |
48,218 | 48,219 | I am a developer by profession | 45-54 years old | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Employed | Engaged in paid work (20-29 hours per week) | 25 | No, I am not new to coding and did not learn new coding techniques or programming languages | null | Yes, I learned how to use AI-enabled tools required for my job or to benefit my career | AI CodeGen tools or AI-enabled apps;Colleague or on-the-job training;Online Courses or Certification (includes all media types);Blogs or podcasts | 30 | Developer, front-end | 20 to 99 employees | Individual contributor | Hybrid (some in-person, leans heavy to flexibility) | 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 |
48,219 | 48,220 | I am a developer by profession | 25-34 years old | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Employed | Caring for dependents (children, elderly, etc.) | 8 | Yes, I am not new to coding but am learning new coding techniques or programming language | Online Courses or Certification (includes all media types);Technical documentation (is generated for/by the tool or system);Blogs or podcasts | Yes, I learned how to use AI-enabled tools required for my job or to benefit my career | Technical documentation (is generated for/by the tool or system);Online Courses or Certification (includes all media types) | 12 | Developer, back-end | 1,000 to 4,999 employees | Individual contributor | Remote | Yes, I influenced the purchase of a substantial addition to the tech stack | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
48,220 | 48,221 | I am learning to code | 55-64 years old | Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.) | Retired | Engaged in paid work (10-19 hours per week) | null | 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 |
48,221 | 48,222 | 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.) | 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;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 | Technical documentation (is generated for/by the tool or system) | 6 | Developer, front-end | 100 to 499 employees | Individual contributor | Hybrid (some in-person, leans heavy to flexibility) | No | Work | Customizable and manageable codebase
NA | Lack of AI or AI agents
NA | Media & Advertising Services | Competitive pay and benefits
NA | No | I have neither consider or transitioned into a new career or industry | 10 | 5 | United States of America | USD United States dollar | 180,000 | Yes | Bash/Shell (all shells);C#;HTML/CSS;JavaScript;Ruby;TypeScript | Bash/Shell (all shells);C#;HTML/CSS;JavaScript;PowerShell;Ruby;TypeScript | Bash/Shell (all shells);C#;HTML/CSS;JavaScript;Ruby;TypeScript | 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 | 180,000 | 6 |
48,222 | 48,223 | 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 | 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);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);Blogs or podcasts | No, I didn't spend time learning in the past year | null | 10 | Developer, back-end | Less than 20 employees | Individual contributor | Remote | No | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
48,223 | 48,224 | 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 | 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;School (i.e., University, College, etc) | Yes, I learned how to use AI-enabled tools required for my job or to benefit my career | AI CodeGen tools or AI-enabled apps;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);Blogs or podcasts;Stack Overflow or Stack Exchange;Books / Physical media | 35 | Developer, full-stack | 500 to 999 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 | Work | Connected to an open-source project
NA | Outdated or obsolete technology or features
NA | Government | Working with new technologies and tools
NA | No | I have somewhat considered changing my career and/or the industry I work in | 3 | null | Belgium | EUR European Euro | null | 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 | 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 |
48,224 | 48,225 | 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 | 12 | null | null | 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 |
48,225 | 48,226 | I am not primarily a developer, but I write code sometimes as part of my work/studies | 35-44 years old | Master’s degree (M.A., M.S., M.Eng., MBA, etc.) | Employed | Volunteering (regularly) | 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);Colleague or on-the-job training;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 | 14 | Data scientist | 100 to 499 employees | People manager | In-person | Yes, I influenced the purchase of a substantial addition to the tech stack | Work | Connected to an open-source project
NA | Prohibitive pricing
NA | Government | null | No | I have transitioned into a new career and/or industry voluntarily | 4 | 4 | Mexico | MXN Mexican peso | 400,000 | Yes | Bash/Shell (all shells);HTML/CSS;JavaScript;PHP;Python;R;SQL | Bash/Shell (all shells);C;Go;HTML/CSS;JavaScript;PHP;R;Ruby;SQL | Bash/Shell (all shells);HTML/CSS;JavaScript;PHP;R;SQL | 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 | 21,056 | null |
48,226 | 48,227 | I am a developer by profession | 55-64 years old | Master’s degree (M.A., M.S., M.Eng., MBA, etc.) | Independent contractor, freelancer, or self-employed | Volunteering (regularly);Engaged in paid work (less than 10 hours per week) | 35 | No, I am not new to coding and did not learn new coding techniques or programming languages | null | Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies | 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) | 43 | Developer, front-end | Just me - I am a freelancer, sole proprietor, etc. | Individual contributor | Hybrid (some in-person, leans heavy to flexibility) | 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 |
48,227 | 48,228 | I used to be a developer by profession, but no longer am | 65 years or older | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Independent contractor, freelancer, or self-employed | Engaged in paid work (10-19 hours per week) | 50 | 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 | Yes, I learned how to use AI-enabled tools required for my job or to benefit my career | AI CodeGen tools or AI-enabled apps;Videos (not associated with specific online course or certification) | 30 | Developer, embedded applications or devices | Less than 20 employees | Individual contributor | Remote | Yes, I influenced the purchase of a substantial addition to the tech stack | Work | Customizable and manageable codebase
NA | Inefficient or time-costly
NA | Internet, Telecomm or Information Services | null | No | I have somewhat considered changing my career and/or the industry I work in | 5 | 3 | Brazil | BRL Brazilian real | 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 | More than 15 years, or since Stack Overflow started in 2008 | I have never participated in Q&A on Stack Overflow | Direct messaging of users | null | null | null | 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;Deployment and monitoring;Search for answers | null | Generating content or synthetic data | Documenting code;Debugging or fixing code;Testing code;Committing and reviewing code;Predictive analytics;Creating or maintaining documentation;Learning new concepts or technologies | null | Debugging AI-generated code is more time-consuming | Yes and no because I`ve not only described in natural language but describe in wich language, what methods it should use and how I will deploy it. | No, but I plan to | Yes, somewhat | null | null | null | null | null | null | null | Integrating AI agents with my existing tools and workflows can be difficult.;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 | 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 want to fully understand something;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 | logic thinking, repertoire, different computer languages | null | null |
48,228 | 48,229 | 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.) | 12 | Yes, I am not new to coding but am learning new coding techniques or programming language | Online Courses or Certification (includes all media types);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);Colleague or on-the-job training;School (i.e., University, College, etc) | No, I didn't spend time learning in the past year | null | 15 | Developer, full-stack | 100 to 499 employees | Individual contributor | Remote | Yes, I influenced the purchase of a substantial addition to the tech stack | Work | Good brand and public image
NA | Availability of better alternatives
NA | Transportation, or Supply Chain | Working with new technologies and tools
NA | Yes | I have transitioned into a new career and/or industry voluntarily | 20 | 20 | 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 | 6 |
48,229 | 48,230 | 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 (10-19 hours per week);Engaged in paid work (less than 10 hours per week) | 1 | Yes, I am not new to coding but am learning new coding techniques or programming language | Videos (not associated with specific online course or certification);Stack Overflow or Stack Exchange;AI CodeGen tools or AI-enabled apps | Yes, I learned how to use AI-enabled tools required for my job or to benefit my career | AI CodeGen tools or AI-enabled apps | 4 | Developer, mobile | Less than 20 employees | Individual contributor | Remote | Yes, I influenced the purchase of a substantial addition to the tech stack | Work | Customizable and manageable codebase
NA | Ethical concerns
NA | Software Development | null | I'm not sure | I have somewhat considered changing my career and/or the industry I work in | 5 | 5 | 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 | Not sure/can't remember | A few times per month or weekly | Less than one year | I have never participated in Q&A on Stack Overflow | null | null | Neutral | null | Yes, I use AI tools daily | Favorable | Somewhat trust | Neither good or bad at handling complex tasks | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 3 |
48,230 | 48,231 | I am a developer by profession | 25-34 years old | Other (please specify): | Employed | None of the above | 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 | 1 | Other (please specify): | Just me - I am a freelancer, sole proprietor, etc. | Individual contributor | Your choice (very flexible, you can come in when you want or just as needed) | No | Personal Project | null | null | Other: | Working with new technologies and tools
What | 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 |
48,231 | 48,232 | 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 | 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);Blogs or podcasts | Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies | AI CodeGen tools or AI-enabled apps;Blogs or podcasts;Coding Bootcamp | 10 | Developer, front-end | 20 to 99 employees | Individual contributor | Hybrid (some remote, leans heavy to in-person) | Yes, I influenced the purchase of a tool that more than five colleagues use but it is not a substantial addition to the tech stack | Work | Robust and complete API
NA | Ethical concerns
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
48,232 | 48,233 | I am not primarily a developer, but I write code sometimes as part of my work/studies | 18-24 years old | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
48,233 | 48,234 | I am a developer by profession | 25-34 years old | Master’s degree (M.A., M.S., M.Eng., MBA, etc.) | Employed | None of the above | 10 | 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 | 18 | Developer, full-stack | 1,000 to 4,999 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 |
48,234 | 48,235 | I am a developer by profession | 25-34 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);Books / Physical media;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 required for my job or to benefit my career | AI CodeGen tools or AI-enabled apps;Videos (not associated with specific online course or certification);Online Courses or Certification (includes all media types);Stack Overflow or Stack Exchange;School (i.e., University, College, etc) | null | Student | null | null | null | null | School | Easy-to-use API
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 |
48,235 | 48,236 | I am a developer by profession | 25-34 years old | Some college/university study without earning a degree | Employed | Attending school (part-time);Engaged in paid work (less than 10 hours per week) | 7 | Yes, I am not new to coding but am learning new coding techniques or programming language | Online Courses or Certification (includes all media types);Other online resources (e.g. standard search, forum, online community);Videos (not associated with specific online course or certification);Stack Overflow or Stack Exchange;Technical documentation (is generated for/by the tool or system);Blogs or podcasts | Yes, I learned how to use AI-enabled tools required for my job or to benefit my career | Technical documentation (is generated for/by the tool or system);Other online resources (e.g. standard search, forum, online community);Online Courses or Certification (includes all media types);Blogs or podcasts | 10 | Developer, full-stack | 20 to 99 employees | Individual contributor | Remote | Yes, I influenced the purchase of a tool that more than five colleagues use but it is not a substantial addition to the tech stack | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
48,236 | 48,237 | I am a developer by profession | 25-34 years old | Master’s degree (M.A., M.S., M.Eng., MBA, etc.) | Employed | null | 2 | 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) | 12 | Developer, full-stack | 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 |
48,237 | 48,238 | I am a developer by profession | 65 years or older | Some college/university study without earning a degree | Independent contractor, freelancer, or self-employed | Transitioning to retirement (gradually reducing work hours) | 54 | 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) | 41 | Project manager | null | null | null | Yes, I influenced the purchase of a tool that more than five colleagues use but it is not a substantial addition to the tech stack | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
48,238 | 48,239 | 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 |
48,239 | 48,240 | 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 (20-29 hours per week) | 3 | Yes, I am not new to coding but am learning new coding techniques or programming language | Online Courses or Certification (includes all media types);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 | 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);Online Courses or Certification (includes all media types);Blogs or podcasts;Books / Physical media | 6 | Developer, full-stack | 10,000 or more employees | Individual contributor | Your choice (very flexible, you can come in when you want or just as needed) | No | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
48,240 | 48,241 | I code primarily as a hobby | 25-34 years old | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Employed | None of the above | 7 | Yes, I am not new to coding but am learning new coding techniques or programming language | 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 | No, I learned something that was not related to AI or AI enablement for my personal curiosity and/or hobbies | null | 7 | Other (please specify): | 10,000 or more employees | Individual contributor | In-person | No | Personal Project | Other (please specify):
Python | null | Other: | null | No | I have neither consider or transitioned into a new career or industry | 3 | 3 | Australia | AUD Australian dollar | 180,000 | Yes | Perl;Python;VBA | Perl;Python;VBA | Perl;Python;VBA | lavascript
NA | null | null | null | null | NA
NA | null | Pip | Pip | Pip | 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 | Message Boards | Ask a question
NA | Neutral | Rarely, almost never | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 117,017 | null |
48,241 | 48,242 | I am a developer by profession | 18-24 years old | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
48,242 | 48,243 | I code primarily as a hobby | 18-24 years old | Primary/elementary school | Student | Attending school (full-time) | 3 | Yes, I am not new to coding but am learning new coding techniques or programming language | Other online resources (e.g. standard search, forum, online community);Stack Overflow or Stack Exchange;AI CodeGen tools or AI-enabled apps;Games or coding challenges | Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies | AI CodeGen tools or AI-enabled apps;Games or coding challenges | 3 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
48,243 | 48,244 | 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 | 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);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;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 | Other (please specify): | 7 | Developer, full-stack | 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 |
48,244 | 48,245 | I am a developer by profession | 25-34 years old | Some college/university study without earning a degree | Employed | Engaged in paid work (20-29 hours per week) | 7 | 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);Coding Bootcamp;School (i.e., University, College, etc) | No, I learned something that was not related to AI or AI enablement for my personal curiosity and/or hobbies | null | 9 | Developer, full-stack | Less than 20 employees | Individual contributor | Remote | Yes, I endorsed a tool that was open-source and is currently used by more than just myself but no purchase was made | Work | Reputation for quality
NA | Security or privacy concerns
NA | Other: | 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 | 4 | Brazil | BRL Brazilian real | 49,776 | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | Yes, I use AI tools weekly | Indifferent | Somewhat distrust | Bad at handling complex tasks | null | Writing code;Documenting code;Deployment and monitoring;Learning new concepts or technologies | Learning about a codebase;Project planning;Debugging or fixing code;Testing code;Committing and reviewing code;Search for answers;Generating content or synthetic data;Creating or maintaining documentation | null | Predictive analytics | I don’t use AI tools regularly | no | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 9,061 | 6 |
48,245 | 48,246 | I am a developer by profession | 35-44 years old | Master’s degree (M.A., M.S., M.Eng., MBA, etc.) | Employed | Caring for dependents (children, elderly, etc.) | 12 | Yes, I am not new to coding but am learning new coding techniques or programming language | Online Courses or Certification (includes all media types);Books / Physical media;Videos (not associated with specific online course or certification);Stack Overflow or Stack Exchange;Technical documentation (is generated for/by the tool or system);AI CodeGen tools or AI-enabled apps;Blogs or podcasts | Yes, I learned how to use AI-enabled tools required for my job or to benefit my career | AI CodeGen tools or AI-enabled apps;Videos (not associated with specific online course or certification);Colleague or on-the-job training;Blogs or podcasts | 18 | Developer, full-stack | 100 to 499 employees | Individual contributor | Hybrid (some in-person, leans heavy to flexibility) | No | Personal Project | Easy-to-use API
NA | Security or privacy concerns
NA | Healthcare | Solving real-world problems
NA | I'm not sure | I have somewhat considered changing my career and/or the industry I work in | 10 | 11 | Switzerland | CHF Swiss franc | 110,000 | Yes | C;C++;Go;JavaScript;Python;TypeScript | Rust;Zig | null | NA
NA | Yes | Oracle;PostgreSQL | MongoDB;Redis;SQLite | null | NA
NA | Yes | Docker;Homebrew;Kubernetes;Make;npm;Pip;pnpm;Vite;Webpack;Yarn | null | null | NA
NA | Yes | Node.js;React | 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 | Neither trust nor distrust | Neither good or bad at handling complex tasks | Learning about a codebase;Project planning;Writing code;Documenting code;Debugging or fixing code;Testing code;Committing and reviewing code;Deployment and monitoring;Predictive analytics;Search for answers;Creating or maintaining documentation;Learning new concepts or technologies | null | null | Generating content or synthetic data | null | AI solutions that are almost right, but not quite;Debugging AI-generated code is more time-consuming;It’s hard to understand how or why the code works | No | Yes, I use AI agents at work daily | Yes, somewhat | Software engineering | Language processing;MCP servers | AI agents have increased my productivity.;AI agents have improved the quality of my code.;AI agents have helped me solve complex problems more effectively.;AI agents have reduced the time spent on specific development tasks.;AI agents have improved collaboration within my team. | null | null | AI agents have helped me automate repetitive tasks.;AI agents have accelerated my learning about new technologies or codebases. | 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 | 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 | ChatGPT;Claude Code;GitHub Copilot;Google Gemini;v0.dev;Perplexity;Bolt.new;Amazon Codewhisperer | 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 | Logic to understand problems and spot errors in ai tool responses; Softskills to get project going; Good Knowledge to understand possibilities; Delegating Skills | 136,392 | 6 |
48,246 | 48,247 | I am a developer by profession | 35-44 years old | Some college/university study without earning a degree | Employed | None of the above | 11 | 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);Other online resources (e.g. standard search, forum, online community) | 11 | Developer, full-stack | Less than 20 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 | Work | Connected to an open-source project
NA | null | Software Development | Working with new technologies and tools
NA | No | I have neither consider or transitioned into a new career or industry | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 7 |
48,247 | 48,248 | 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.);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;Technical documentation (is generated for/by the tool or system);AI CodeGen tools or AI-enabled apps;Blogs or podcasts | Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies | AI CodeGen tools or AI-enabled apps;Technical documentation (is generated for/by the tool or system);Videos (not associated with specific online course or certification);Blogs or podcasts;Stack Overflow or Stack Exchange | 20 | Architect, software or solutions | 100 to 499 employees | Individual contributor | Hybrid (some in-person, leans heavy to flexibility) | 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 |
48,248 | 48,249 | 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 | 14 | 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);Blogs or podcasts;Other (please specify): | 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, front-end | null | null | null | No | Work | Reputation for quality
NA | Ethical concerns
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 |
48,249 | 48,250 | I am not primarily a developer, but I write code sometimes as part of my work/studies | 25-34 years old | Some college/university study without earning a degree | Independent contractor, freelancer, or self-employed | 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);Other online resources (e.g. standard search, forum, online community);Technical documentation (is generated for/by the tool or system);Blogs or podcasts | Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies | AI CodeGen tools or AI-enabled apps;Other online resources (e.g. standard search, forum, online community) | 5 | Cybersecurity or InfoSec professional | Just me - I am a freelancer, sole proprietor, etc. | 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 | Security or privacy concerns
NA | Software Development | null | Yes | I have strongly considered changing my career and/or the industry I work in | 6 | 12 | South Africa | ZAR South African rand | null | Yes | Bash/Shell (all shells);C;C++;HTML/CSS;Java;JavaScript;Kotlin;PHP;PowerShell;Python;Ruby;SQL | Assembly;COBOL;Rust;Swift;TypeScript | null | Circle
NA | Yes | MariaDB;MySQL;PostgreSQL;Redis | Elasticsearch;IBM DB2;Microsoft Access;Microsoft SQL Server;Oracle | null | NA
NA | Yes | Amazon Web Services (AWS);Cargo;Google Cloud;Gradle;IBM Cloud;Make;Maven (build tool);Microsoft Azure;npm;Pacman;Vite;Yarn | Cargo;Cloudflare;Docker;Podman;Yandex Cloud | Cargo | NA
NA | Yes | null | null | null | NA
NA | No | null | null | null | NA
NA | null | null | null | null | null | Red Hat;Fedora | null | GitHub;GitLab;Google Workspace;Obsidian;Wikis | Confluence;Jira | null | NA
NA | Stack Exchange;Discord;Reddit;Hacker News;Slack (public channels, not work) | null | null | NA
NA | No | null | null | null | NA
NA | Yes | Less than once per month or monthly | Between 3 and 5 years | Infrequently, less than once per year | Long-form articles;Lists of recommendations (tools, frameworks, technologies, etc.);Day-in-the-life profiles/interviews with experts | Directly open a Q&A post via search, documentation or a peer
NA | No, not really | Rarely, almost never | No, but I plan to soon | Indifferent | Neither trust nor distrust | I don't use AI tools for complex tasks / I don't know | null | Writing code;Deployment and monitoring;Search for answers;Learning new concepts or technologies | Learning about a codebase;Project planning;Documenting code;Debugging or fixing code;Testing code;Predictive analytics;Creating or maintaining documentation | Committing and reviewing code | null | I don’t use AI tools regularly | No | No, but I plan to | Not at all or minimally | null | null | null | null | null | null | null | 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 want to fully understand something;When I have ethical or security concerns about code;When I need help fixing complex or unfamiliar code | Ability to separate issues that have not yet been discovered from present day cases. | null | null |
48,250 | 48,251 | I am a developer by profession | 35-44 years old | Master’s degree (M.A., M.S., M.Eng., MBA, etc.) | Employed | Attending school (full-time) | 15 | No, I am not new to coding and did not learn new coding techniques or programming languages | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
48,251 | 48,252 | 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) | 8 | 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);Blogs or podcasts | No, I learned something that was not related to AI or AI enablement for my personal curiosity and/or hobbies | null | 11 | Developer, back-end | 20 to 99 employees | Individual contributor | Hybrid (some remote, leans heavy to in-person) | No | Work | Connected to an open-source project
NA | Security or privacy concerns
NA | Software Development | Solving real-world problems
NA | No | I have somewhat considered changing my career and/or the industry I work in | 3 | null | Egypt | EGP Egyptian pound | null | Yes | Bash/Shell (all shells);C++;JavaScript;PHP;Python;SQL;TypeScript | null | null | NA
NA | Yes | BigQuery;Cloud Firestore;Firebase Realtime Database;MongoDB;MySQL;PostgreSQL;Redis;Supabase | null | null | NA
NA | Yes | Bun;Composer;Digital Ocean;Docker;Firebase;Google Cloud;Homebrew;npm;Pip;Yarn | Amazon Web Services (AWS) | null | NA
NA | Yes | Deno;Django;Express;FastAPI;Laravel;Node.js | null | null | NA
NA | Yes | Claude Code;IntelliJ IDEA;PhpStorm | null | null | NA
NA | Large Language Model | null | null | null | null | MacOS;Ubuntu;iOS;Fedora | MacOS;Ubuntu;iOS | Clickup;GitHub;Google Colab;Markdown File;Trello;YouTrack | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 8 |
48,252 | 48,253 | I am a developer by profession | 18-24 years old | Primary/elementary school | Independent contractor, freelancer, or self-employed | Engaged in paid work (less than 10 hours per week) | null | Yes, I am new to coding or currently a student | 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 | Books / Physical media | null | AI/ML engineer | Just me - I am a freelancer, sole proprietor, etc. | 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 | null | null | Fintech | 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 |
48,253 | 48,254 | I am a developer by profession | 55-64 years old | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Independent contractor, freelancer, or self-employed | None of the above | 36 | Yes, I am not new to coding but am learning new coding techniques or programming language | Books / Physical media;Videos (not associated with specific online course or certification);Stack Overflow or Stack Exchange;Technical documentation (is generated for/by the tool or system);AI CodeGen tools or AI-enabled apps;Blogs or podcasts | Yes, I learned how to use AI-enabled tools 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);Blogs or podcasts;Books / Physical media | 40 | Developer, mobile | null | null | null | No | Personal Project | Robust and complete API
NA | Prohibitive pricing
NA | Software Development | Working with new technologies and tools
NA | I'm not sure | I have neither consider or transitioned into a new career or industry | 5 | 5 | United States of America | USD United States dollar | 30 | 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 | 30 | 10 |
48,254 | 48,255 | I am not primarily a developer, but I write code sometimes as part of my work/studies | 55-64 years old | Some college/university study without earning a degree | 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);Other online resources (e.g. standard search, forum, online community);Books / Physical media;Videos (not associated with specific online course or certification);Coding Bootcamp | No, I learned something that was not related to AI or AI enablement for my personal curiosity and/or hobbies | null | 20 | Developer, full-stack | null | null | null | null | Personal Project | Easy-to-use API
NA | Poor usability
NA | null | null | No | I have somewhat considered changing my career and/or the industry I work in | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
48,255 | 48,256 | 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) | 2 | Yes, I am not new to coding but am learning new coding techniques or programming language | Stack Overflow or Stack Exchange;School (i.e., University, College, etc) | Yes, I learned how to use AI-enabled tools required for my job or to benefit my career | null | 4 | Data engineer | 1,000 to 4,999 employees | People manager | 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 |
48,256 | 48,257 | I code primarily as a hobby | 45-54 years old | Master’s degree (M.A., M.S., M.Eng., MBA, etc.) | Independent contractor, freelancer, or self-employed | Engaged in paid work (20-29 hours per week) | 25 | 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);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 | Online Courses or Certification (includes all media types) | 3 | Other (please specify): | Just me - I am a freelancer, sole proprietor, etc. | Individual contributor | In-person | No | Personal Project | Connected to an open-source project
NA | Poor usability
NA | Media & Advertising Services | null | Yes | I have strongly considered changing my career and/or the industry I work in | null | null | Germany | EUR European Euro | null | Yes | C#;Kotlin;Python;SQL | C#;Kotlin;SQL | C#;Kotlin;SQL | NA
NA | Yes | MySQL | MariaDB;MySQL | MySQL | NA
NA | Yes | Google Cloud;Gradle;Maven (build tool);NuGet;Pip | Google Cloud;Gradle;Maven (build tool) | Google Cloud;Gradle;Maven (build tool) | NA
NA | Yes | ASP.NET;WordPress | ASP.NET;Spring Boot | ASP.NET | NA
ktor, http4k | Yes | Android Studio;IntelliJ IDEA;Visual Studio;Visual Studio Code | Android Studio;IntelliJ IDEA;Visual Studio;Visual Studio Code | Android Studio;IntelliJ IDEA;Visual Studio;Visual Studio Code | NA
NA | .NET 8 or higher;Google Gemini | .NET 8 or higher;Google Gemini | .NET 8 or higher;Google Gemini | null | null | Windows;Android | Linux (non-WSL) | GitHub | GitHub | GitHub | NA
NA | Stack Overflow;Discord;Reddit;Hacker News;GitHub (public projects, not private repos);YouTube;Medium | Stack Overflow;Discord;Reddit;Hacker News;GitHub (public projects, not private repos);YouTube;Medium | Stack Overflow;Discord;Reddit;Hacker News;GitHub (public projects, not private repos);YouTube;Medium | 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 | null | Read and/or vote on comments for a Question or Answer I am interested in
NA | No, not really | Less than half of the time | Yes, I use AI tools weekly | Indifferent | Somewhat trust | Bad at handling complex tasks | Learning about a codebase;Search for answers;Learning new concepts or technologies | Writing code;Committing and reviewing code;Deployment and monitoring;Generating content or synthetic data;Creating or maintaining documentation | Documenting code;Debugging or fixing code;Testing code;Predictive analytics | Project planning | null | AI solutions that are almost right, but not quite;Debugging AI-generated code is more time-consuming | probably | No, and I don't plan to | Not at all or minimally | null | null | null | null | null | null | null | null | null | I am concerned about the accuracy of the information provided by AI agents.;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 | 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 compare different solutions;When I have ethical or security concerns about code | null | null | null |
48,257 | 48,258 | 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.) | 19 | 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) | No, I learned something that was not related to AI or AI enablement as required for my job or to benefit my career | null | 25 | Developer, full-stack | 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 |
48,258 | 48,259 | I am learning to code | 18-24 years old | Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.) | I prefer not to say | null | null | Yes, I am new to coding or currently a student | Coding Bootcamp | No, I didn't spend time learning in the past year | null | null | Student | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
48,259 | 48,260 | I am a developer by profession | 45-54 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 |
48,260 | 48,261 | I am a developer by profession | 25-34 years old | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Employed | Engaged in paid work (20-29 hours per week) | 5 | 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);Technical documentation (is generated for/by the tool or system);Colleague or on-the-job training;Blogs or podcasts;School (i.e., University, College, etc) | 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);Colleague or on-the-job training;Online Courses or Certification (includes all media types);Blogs or podcasts;Books / Physical media;School (i.e., University, College, etc) | 8 | Developer, desktop or enterprise applications | 10,000 or more 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 | 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 |
48,261 | 48,262 | I am not primarily a developer, but I write code sometimes as part of my work/studies | 18-24 years old | Master’s degree (M.A., M.S., M.Eng., MBA, etc.) | Not employed | Attending school (full-time) | 2 | Yes, I am new to coding or currently a student | Online Courses or Certification (includes all media types);Videos (not associated with specific online course or certification) | No, I didn't spend time learning in the past year | null | 3 | Student | null | null | null | null | School | AI integration or AI Agent capabilities
NA | Availability of better alternatives
NA | null | null | I'm not sure | I have neither consider or transitioned into a new career or industry | null | null | Germany | EUR European Euro | 14 | 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 | Neither good or bad at handling complex tasks | null | null | null | null | Learning about a codebase;Project planning;Writing code;Documenting code;Debugging or fixing code;Testing code;Committing and reviewing code;Deployment and monitoring;Predictive analytics;Search for answers;Generating content or synthetic data;Creating or maintaining documentation;Learning new concepts or technologies;Other (write in): | null | null | null | null | Software engineering | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 16 | null |
48,262 | 48,263 | I am a developer by profession | 18-24 years old | Associate degree (A.A., A.S., etc.) | Independent contractor, freelancer, or self-employed | Engaged in paid work (20-29 hours per week);Attending school (part-time) | null | Yes, I am not new to coding but am learning new coding techniques or programming language | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
48,263 | 48,264 | I am a developer by profession | 18-24 years old | Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.) | Employed | None of the above | 1 | Yes, I am not new to coding but am learning new coding techniques or programming language | Videos (not associated with specific online course or certification);Stack Overflow or Stack Exchange;Technical documentation (is generated for/by the tool or system);AI CodeGen tools or AI-enabled apps | Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies | AI CodeGen tools or AI-enabled apps;Videos (not associated with specific online course or certification);Other online resources (e.g. standard search, forum, online community) | 3 | Developer, full-stack | Less than 20 employees | Individual contributor | In-person | No | Work | Reliability and low latency
NA | Poor usability
NA | Software Development | Innovation through solving challenging and complex problems
NA | No | I have strongly considered changing my career and/or the industry I work in | 10 | 8 | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 7 |
48,264 | 48,265 | 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 | 4 | Yes, I am not new to coding but am learning new coding techniques or programming language | Books / Physical media;Blogs or podcasts;Games or coding challenges | No, I learned something that was not related to AI or AI enablement for my personal curiosity and/or hobbies | null | 5 | Developer, back-end | 500 to 999 employees | Individual contributor | Your choice (very flexible, you can come in when you want or just as needed) | Yes, I influenced the purchase of a substantial addition to the tech stack | Personal Project | Robust and complete API
NA | Prohibitive pricing
NA | Software Development | Solving real-world problems
NA | I'm not sure | I have strongly considered changing my career and/or the industry I work in | 0 | 5 | Germany | EUR European Euro | null | Yes | Go;HTML/CSS;Java;JavaScript;Python;SQL | C;Go;Kotlin;SQL;Zig | Go;SQL | NA
Hare, Odin, Jai | Yes | H2;MariaDB;MySQL;PostgreSQL;SQLite | PostgreSQL;Redis;SQLite | PostgreSQL;SQLite | NA
NA | null | Amazon Web Services (AWS);Docker;Maven (build tool);Ninja;npm;Vite | npm;Podman;Poetry;Vite | npm;Vite | NA
NA | Yes | Angular;ASP.NET Core;Spring Boot | Angular;Spring Boot | Angular;Spring Boot | NA
NA | null | IntelliJ IDEA;PyCharm;Visual Studio;Visual Studio Code;Zed | IntelliJ IDEA;Nano;Neovim;PyCharm;Visual Studio Code | IntelliJ IDEA;PyCharm;Visual Studio Code | NA
NA | uv | null | null | null | null | Windows;Ubuntu;Android;Windows Subsystem for Linux (WSL);Linux (non-WSL);ChromeOS;Pop!_OS | Windows | GitHub;GitLab;Jira;Notion;Trello | GitHub | GitHub | NA
NA | Stack Overflow;Discord;Reddit;Hacker News;GitHub (public projects, not private repos);YouTube | Hacker News;GitHub (public projects, not private repos);YouTube | Hacker News;GitHub (public projects, not private repos);YouTube | NA
NA | No | null | null | null | NA
NA | No | A few times per week | Between 3 and 5 years | Infrequently, less than once per year | Chat (people);Videos;Coding challenges;Logic games/puzzles;Lists of recommendations (tools, frameworks, technologies, etc.) | null | No, not really | Less than half of the time | No, and I don't plan to | Indifferent | Somewhat distrust | Neither good or bad at handling complex tasks | Search for answers;Generating content or synthetic data;Learning new concepts or technologies | Writing code;Committing and reviewing code;Creating or maintaining documentation | Learning about a codebase;Project planning;Documenting code;Debugging or fixing code;Deployment and monitoring;Predictive analytics | Testing code | 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 | 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 | 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 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 | Writing human readable code | null | 5 |
48,265 | 48,266 | I code primarily as a hobby | 45-54 years old | Professional degree (JD, MD, Ph.D, Ed.D, etc.) | Employed | None of the above | 20 | No, I am not new to coding and did not learn new coding techniques or programming languages | null | No, I didn't spend time learning in the past year | null | 25 | Applied scientist | 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 |
48,266 | 48,267 | 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);Videos (not associated with specific online course or certification);Stack Overflow or Stack Exchange;Technical documentation (is generated for/by the tool or system);AI CodeGen tools or AI-enabled apps;Colleague or on-the-job training | Yes, I learned how to use AI-enabled tools required for my job or to benefit my career | AI CodeGen tools or AI-enabled apps | 6 | AI/ML engineer | 500 to 999 employees | null | Hybrid (some remote, leans heavy to in-person) | No | Work | null | null | Software Development | null | No | I have strongly considered changing my career and/or the industry I work in | 10 | null | India | INR Indian rupee | null | Yes | null | null | null | NA
NA | Yes | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | 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 | Multiple times per day | null | A few times per week | null | null | Yes, somewhat | More than half the time | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 7 |
48,267 | 48,268 | I am not primarily a developer, but I write code sometimes as part of my work/studies | Prefer not to say | Professional degree (JD, MD, Ph.D, Ed.D, etc.) | Employed | None of the above | 28 | 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 | 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 |
48,268 | 48,269 | I am a developer by profession | 65 years or older | Some college/university study without earning a degree | Independent contractor, freelancer, or self-employed | None of the above | 40 | Yes, I am not new to coding but am learning new coding techniques or programming language | Other online resources (e.g. standard search, forum, online community);AI CodeGen tools or AI-enabled apps | Yes, I learned how to use AI-enabled tools 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) | 40 | Developer, full-stack | null | null | null | No | Work | Reputation for quality
NA | Security or privacy concerns
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 |
48,269 | 48,270 | I am learning to code | 25-34 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 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);Stack Overflow or Stack Exchange;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);School (i.e., University, College, etc) | 1 | Student | Just me - I am a freelancer, sole proprietor, etc. | Individual contributor | Remote | No | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
48,270 | 48,271 | 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 | 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;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 | 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 | 30 | Developer, full-stack | null | null | null | No | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
48,271 | 48,272 | I am a developer by profession | 25-34 years old | Associate degree (A.A., A.S., etc.) | Employed | None of the above | 10 | Yes, I am new to coding or currently a student | null | 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 |
48,272 | 48,273 | 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 | 24 | Yes, I am not new to coding but am learning new coding techniques or programming language | Other online resources (e.g. standard search, forum, online community);Videos (not associated with specific online course or certification);Technical documentation (is generated for/by the tool or system);Blogs or podcasts | Yes, I learned how to use AI-enabled tools required for my job or to benefit my career | Colleague or on-the-job training | 26 | Developer, full-stack | 1,000 to 4,999 employees | Individual contributor | Hybrid (some in-person, leans heavy to flexibility) | No | Work | Costs are manageable
NA | Inefficient or time-costly
NA | Software Development | Autonomy and trust to manage your own tasks
NA | Yes | I have transitioned into a new career and/or industry involuntarily | 15 | null | Portugal | EUR European Euro | 36,000 | 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 | Favorable | Highly distrust | Very poor at handling complex tasks | null | Learning about a codebase;Project planning;Debugging or fixing code;Committing and reviewing code;Predictive analytics | Writing code;Documenting code;Testing code;Deployment and monitoring;Search for answers;Generating content or synthetic data;Creating or maintaining documentation;Learning new concepts or technologies | null | null | null | No | No, and I don't plan to | null | null | null | 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.;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.;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 | 41,765 | 8 |
48,273 | 48,274 | I code primarily as a hobby | 18-24 years old | Primary/elementary school | Not employed | Engaged in paid work (10-19 hours per week) | null | Yes, I am not new to coding but am learning new coding techniques or programming language | 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 | 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 |
48,274 | 48,275 | 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) | 4 | Yes, I am not new to coding but am learning new coding techniques or programming language | Online Courses or Certification (includes all media types);Other online resources (e.g. standard search, forum, online community);Videos (not associated with specific online course or certification);Technical documentation (is generated for/by the tool or system);Blogs or podcasts | 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 |
48,275 | 48,276 | 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) | 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) | No, I learned something that was not related to AI or AI enablement for my personal curiosity and/or hobbies | null | 5 | Developer, embedded applications or devices | Just me - I am a freelancer, sole proprietor, etc. | Individual contributor | Hybrid (some remote, leans heavy to in-person) | No | Personal Project | Costs are manageable
NA | Availability of better alternatives
NA | Computer Systems Design and Services | Expert mentors
NA | No | I have neither consider or transitioned into a new career or industry | 3 | 3 | New Zealand | NZD New Zealand dollar | null | Yes | C;C++;Zig | Assembly;Go;Mojo | null | NA
NA | No | null | null | null | NA
NA | No | null | null | null | NA
NA | No | null | null | null | NA
NA | Yes | Nano;Neovim;Visual Studio Code | null | null | NA
NA | null | null | null | null | null | Windows;Ubuntu | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | Yes, I use AI tools monthly or infrequently | Indifferent | Highly distrust | Good, but not great at handling complex tasks | Writing code;Debugging or fixing code;Search for answers;Learning new concepts or technologies | Project planning;Documenting code;Deployment and monitoring;Generating content or synthetic data;Creating or maintaining documentation | Learning about a codebase;Testing code;Committing and reviewing code;Predictive analytics | null | null | AI solutions that are almost right, but not quite;Debugging AI-generated code is more time-consuming;I’ve become less confident in my own problem-solving;It’s hard to understand how or why the code works | Partially. I primarily prompt LLMs to generate example code for reference. | No, and I don't plan to | Yes, somewhat | null | null | null | null | null | 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 | null | I am concerned about the accuracy of the information provided by AI agents.;I have concerns about the security and privacy of data when using AI agents. | Integrating AI agents with my existing tools and workflows can be difficult.;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 | 6 |
48,276 | 48,277 | I am not primarily a developer, but I write code sometimes as part of my work/studies | 18-24 years old | Associate degree (A.A., A.S., etc.) | Student | Volunteering (regularly);Attending school (full-time) | null | 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 | 9 | Student | null | null | null | null | School | Good brand and public image
NA | Poor usability
NA | null | null | No | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
48,277 | 48,278 | I am a developer by profession | 25-34 years old | Associate degree (A.A., A.S., etc.) | Not employed | Transitioning to retirement (gradually reducing work hours);Attending school (full-time);Attending school (part-time) | 1 | 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 | 1 | Other (please specify): | null | null | null | null | Work | null | null | null | null | Yes | I have neither consider or transitioned into a new career or industry | null | null | Viet Nam | VND Vietnamese dong | null | No | null | null | null | NA
NA | Yes | null | null | null | NA
NA | Yes | null | null | null | NA
NA | null | null | null | null | NA
NA | No | null | null | null | NA
NA | Google Gemini;Ollama | Ollama | Ollama | null | null | MacOS;iOS | Windows;Android | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | No | Less than once per month or monthly | Less than one year | A few times per week | Videos;Logic games/puzzles;Chat (bot/AI) | null | Yes, somewhat | More than half the time | Yes, I use AI tools weekly | Very favorable | null | Very well at handling complex tasks | null | null | null | null | Project planning;Committing and reviewing code;Deployment and monitoring | 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;Customer service support;Robotics | Multi-platform search enablement;Agent/multi-agent orchestration;Vector databases for AI applications | 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. | null | null | null | Write in the most significant challenge if not listed above: | null | null | Fireproof;GitHub MCP Server;ChromaDB;Milvus | null | AutoGen (Microsoft);CrewAI;OpenRouter | null | Metero;Grafana + Prometheus;Adversarial Robustness Toolbox (ART);Protect AI;Vectra AI | null | ChatGPT;Claude Code;Google Gemini;Auto-GPT;Devin AI;Glean (Enterprise Agents);Roo code (Roo-Cline);v0.dev;Blackbox AI | null | null | null | null | null |
48,278 | 48,279 | I code primarily as a hobby | 25-34 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 | Online Courses or Certification (includes all media types) | Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies | School (i.e., University, College, etc) | 4 | Support engineer or analyst | Just me - I am a freelancer, sole proprietor, etc. | Individual contributor | In-person | No | Personal Project | AI integration or AI Agent capabilities
NA | Outdated or obsolete technology or features
NA | Other: | null | Yes | I have transitioned into a new career and/or industry voluntarily | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
48,279 | 48,280 | 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 | Transitioning to retirement (gradually reducing work hours) | 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;School (i.e., University, College, etc) | Yes, I learned how to use AI-enabled tools required for my job or to benefit my career | AI CodeGen tools or AI-enabled apps;Technical documentation (is generated for/by the tool or system);Games or coding challenges | 7 | Developer, full-stack | null | null | null | No | Personal Project | Good brand and public image
NA | Poor usability
NA | Software Development | Developing specialized expertise
NA | Yes | I have somewhat considered changing my career and/or the industry I work in | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 7 |
48,280 | 48,281 | I am a developer by profession | 55-64 years old | Primary/elementary school | Student | Attending school (full-time) | null | Yes, I am new to coding or currently a student | null | 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 |
48,281 | 48,282 | 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.) | 18 | 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 |
48,282 | 48,283 | 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 |
48,283 | 48,284 | I am a developer by profession | 35-44 years old | Professional degree (JD, MD, Ph.D, Ed.D, 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);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;Technical documentation (is generated for/by the tool or system);Other online resources (e.g. standard search, forum, online community) | 20 | 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 |
48,284 | 48,285 | I am learning to code | 18-24 years old | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Student | None of the above | 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);Games or coding challenges;School (i.e., University, College, etc) | Yes, I learned how to use AI-enabled tools required for my job or to benefit my career | Technical documentation (is generated for/by the tool or system);Videos (not associated with specific online course or certification);School (i.e., University, College, etc) | 3 | AI/ML engineer | null | null | null | null | School | Reputation for quality
NA | Lack of AI or AI agents
NA | null | null | No | I have somewhat considered changing my career and/or the industry I work in | null | null | Pakistan | PKR Pakistani 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 | 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 | Predictive analytics | null | Testing code | Learning about a codebase;Project planning;Writing code;Documenting code;Debugging or fixing code;Committing and reviewing code;Deployment and monitoring;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 | null | Yes, I use AI agents at work daily | Not at all or minimally | Decision intelligence;Data and analytics | 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 increased my productivity.;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 | 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 | null | null |
48,285 | 48,286 | 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);Engaged in paid work (10-19 hours per week) | 3 | Yes, I am not new to coding but am learning new coding techniques or programming language | Online Courses or Certification (includes all media types);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;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 | null | 10 | 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 ultimately not purchased or used at my organization | Work | Connected to an open-source project
NA | Security or privacy concerns
NA | Internet, Telecomm or Information Services | Autonomy and trust to manage your own tasks
NA | No | I have somewhat considered changing my career and/or the industry I work in | 5 | 5 | Austria | EUR European Euro | 50,000 | 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 | Unfavorable | Somewhat distrust | Bad at handling complex tasks | Learning about a codebase;Writing code;Debugging or fixing code | Project planning;Documenting code;Committing and reviewing code;Deployment and monitoring;Learning new concepts or technologies | Testing code;Search for answers;Generating content or synthetic data;Creating or maintaining documentation | 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 | Yes, I use AI agents at work monthly or infrequently | Yes, somewhat | Software engineering | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 58,007 | 8 |
48,286 | 48,287 | I am a developer by profession | 45-54 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) | 27 | 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 | 35 | Developer, AI apps or physical AI | Less than 20 employees | Individual contributor | Remote | Yes, I influenced the purchase of a substantial addition to the tech stack | Work | Robust and complete API
NA | Lack of or sub-par API
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 |
48,287 | 48,288 | I am not primarily a developer, but I write code sometimes as part of my work/studies | 35-44 years old | Master’s degree (M.A., M.S., M.Eng., MBA, etc.) | Not employed | None of the above | 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);Stack Overflow or Stack Exchange;Coding Bootcamp;Games or coding challenges | Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies | AI CodeGen tools or AI-enabled apps;Other online resources (e.g. standard search, forum, online community);Online Courses or Certification (includes all media types);Coding Bootcamp | 5 | Retired | null | null | null | null | Personal Project | Reputation for quality
NA | Security or privacy concerns
NA | null | null | I'm not sure | I have strongly considered changing my career and/or the industry I work in | 10 | 5 | Canada | CAD Canadian dollar | null | Yes | Bash/Shell (all shells);HTML/CSS;Python;SQL | Bash/Shell (all shells);HTML/CSS;Ruby;SQL | Bash/Shell (all shells);HTML/CSS;SQL | NA
NA | Yes | BigQuery;Elasticsearch;SQLite | null | null | NA
NA | Yes | Docker;Google Cloud;Pip | Pip | Pip | NA
NA | Yes | FastAPI | null | null | NA
NA | Yes | Jupyter Notebook/JupyterLab;Vim;Visual Studio Code | Jupyter Notebook/JupyterLab;Visual Studio Code | Jupyter Notebook/JupyterLab;Visual Studio Code | NA
NA | Large Language Model;Pydantic;Google Gemini;Ollama | Large Language Model;Pydantic;Google Gemini | Large Language Model;Pydantic;Google Gemini | null | null | MacOS;Android;iOS | MacOS;Ubuntu | GitHub;Google Colab;Markdown File;Trello | GitHub;Markdown File;Trello | GitHub;Markdown File;Trello | NA
NA | Stack Overflow;Reddit;GitHub (public projects, not private repos);Slack (public channels, not work);Bluesky;Kaggle;YouTube;Medium;Company-sponsored forums | Stack Overflow;GitHub (public projects, not private repos);Slack (public channels, not work);Kaggle | Stack Overflow;GitHub (public projects, not private repos);Slack (public channels, not work);Kaggle | NA
NA | Yes | DeepSeek (R- Reasoning models);DeepSeek (V- General purpose models);Gemini (Flash general purpose models);openAI GPT (chatbot models);openAI Image generating models;openAI Reasoning models;X Grok models | DeepSeek (V- General purpose models);openAI GPT (chatbot models);openAI Image generating models;openAI Reasoning models | DeepSeek (V- General purpose models);openAI GPT (chatbot models);openAI Image generating models;openAI Reasoning models | NA
NA | Yes | A few times per month or weekly | Between 1 and 3 years | Less than once every 2 - 3 months | 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) | null | null | null | Yes, I use AI tools daily | 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;It’s hard to understand how or why the code works | No | Yes, I use AI agents at work weekly | Yes, to a great extent | Data and analytics | Language processing | 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 | My company's IT and/or InfoSec teams have strict rules that do not allow me to use AI agent tools or platforms | I am concerned about the accuracy of the information provided by AI agents. | Integrating AI agents with my existing tools and workflows can be difficult.;It takes significant time and effort to learn how to use AI agents effectively.;The cost of using certain AI agent platforms is a barrier.;I have concerns about the security and privacy of data when using AI agents. | null | null | null | Ollama;LangChain | null | null | null | ChatGPT;GitHub Copilot;Google Gemini;Microsoft Copilot;Perplexity | 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 | Coding won’t change necessarily. The boring parts will be automated. | null | null |
48,288 | 48,289 | I am not primarily a developer, but I write code sometimes as part of my work/studies | 25-34 years old | null | Employed | Transitioning to retirement (gradually reducing work hours) | 2 | 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 for my personal curiosity and/or hobbies | AI CodeGen tools or AI-enabled apps | 2 | Applied scientist | Just me - I am a freelancer, sole proprietor, etc. | null | null | Yes, I endorsed a tool that was ultimately not purchased or used at my organization | Work | Reliability and low latency
Looking before | Security or privacy concerns
NA | Other: | null | Yes | I have strongly considered changing my career and/or the industry I work in | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
48,289 | 48,290 | I am a developer by profession | 18-24 years old | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Employed | None of the above | 3 | Yes, I am not new to coding but am learning new coding techniques or programming language | Other online resources (e.g. standard search, forum, online community);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) | 7 | Developer, back-end | 20 to 99 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 | Availability of better alternatives
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 |
48,290 | 48,291 | 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;Engaged in paid work (20-29 hours per week) | 9 | Yes, I am not new to coding but am learning new coding techniques or programming language | 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);School (i.e., University, College, etc) | No, I learned something that was not related to AI or AI enablement for my personal curiosity and/or hobbies | null | 8 | 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 |
48,291 | 48,292 | I am a developer by profession | 25-34 years old | Some college/university study without earning a degree | Independent contractor, freelancer, or self-employed | Caring for dependents (children, elderly, etc.) | 10 | 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);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 | null | 12 | Developer, full-stack | null | null | null | Yes, I influenced the purchase of a tool that more than five colleagues use but it is not a substantial addition to the tech stack | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
48,292 | 48,293 | 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 |
48,293 | 48,294 | I am a developer by profession | 45-54 years old | Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.) | Employed | Engaged in paid work (20-29 hours per week) | 30 | Yes, I am not new to coding but am learning new coding techniques or programming language | Other online resources (e.g. standard search, forum, online community);Stack Overflow or Stack Exchange;Technical documentation (is generated for/by the tool or system) | No, I learned something that was not related to AI or AI enablement for my personal curiosity and/or hobbies | null | 30 | Developer, desktop or enterprise applications | Less than 20 employees | Individual contributor | In-person | Yes, I influenced the purchase of a tool that more than five colleagues use but it is not a substantial addition to the tech stack | 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 |
48,294 | 48,295 | I am a developer by profession | 55-64 years old | Associate degree (A.A., A.S., etc.) | 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);Videos (not associated with specific online course or certification) | No, I didn't spend time learning in the past year | null | 20 | Developer, full-stack | 1,000 to 4,999 employees | Individual contributor | Remote | No | Work | Reliability and low latency
NA | Ethical concerns
NA | Banking/Financial Services | Job stability and career growth with a single employer
NA | No | I have somewhat considered changing my career and/or the industry I work in | null | null | United States of America | USD United States dollar | 155,000 | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | Yes, I use AI tools weekly | Favorable | Somewhat trust | Good, but not great at handling complex tasks | null | Project planning;Debugging or fixing code;Testing code;Committing and reviewing code;Deployment and monitoring;Predictive analytics;Generating content or synthetic data | Learning about a codebase;Writing code;Documenting code;Search for answers;Creating or maintaining documentation;Learning new concepts or technologies | 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 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 155,000 | 8 |
48,295 | 48,296 | 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) | 11 | Yes, I am not new to coding but am learning new coding techniques or programming language | Other online resources (e.g. standard search, forum, online community);AI CodeGen tools or AI-enabled apps;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 | 13 | Developer, game or graphics | 20 to 99 employees | Individual contributor | Remote | No | Personal Project | Connected to an open-source project
NA | Security or privacy concerns
NA | Software Development | Autonomy and trust to manage your own tasks
NA | No | I have transitioned into a new career and/or industry voluntarily | 8 | 3 | Canada | CAD Canadian dollar | 102,000 | 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 | Between 5 and 10 years | Infrequently, less than once per year | Message Boards;Lists of recommendations (tools, frameworks, technologies, etc.) | null | null | null | Yes, I use AI tools daily | Indifferent | Highly distrust | Very poor at handling complex tasks | Learning about a codebase;Writing code;Debugging or fixing code;Search for answers;Generating content or synthetic data;Learning new concepts or technologies | Project planning;Documenting code;Testing code;Committing and reviewing code;Deployment and monitoring;Predictive analytics;Creating or maintaining documentation | 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 | No, it's not. I use AI to help me conceptualize problems and explore different solutions but ultimately write the code myself. | No, and I don't 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 | null | I am concerned about the accuracy of the information provided by AI agents.;I have concerns about the security and privacy of data when using AI agents. | Integrating AI agents with my existing tools and workflows can be difficult.;It takes significant time and effort to learn how to use AI agents effectively.;The cost of using certain AI agent platforms is a barrier. | null | null | null | null | null | null | null | null | null | When I want to fully understand something;When I want to learn best practices;When I want to compare different solutions | I think AI tools are good for relatively short code snippets, but fall short when it comes to more complex problems or problems that require multiple systems working together. I don't expect AI to get significantly better at this in the next 5 years. | 74,418 | 10 |
48,296 | 48,297 | 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 | 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 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 |
48,297 | 48,298 | I am a developer by profession | 45-54 years old | Some college/university study without earning a degree | Not 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;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 | Videos (not associated with specific online course or certification);Other online resources (e.g. standard search, forum, online community) | 9 | Developer, back-end | null | null | null | null | Personal Project | Easy-to-use API
NA | Ethical concerns
NA | null | You like your manager
NA | I'm not sure | I have strongly considered changing my career and/or the industry I work in | null | null | Spain | EUR European Euro | 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 | Not sure/can't remember | Less than once per month or monthly | Between 5 and 10 years | I have never participated in Q&A on Stack Overflow | Videos | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 7 |
48,298 | 48,299 | I am not primarily a developer, but I write code sometimes as part of my work/studies | 35-44 years old | Primary/elementary school | Independent contractor, freelancer, or self-employed | Volunteering (regularly);Engaged in paid work (20-29 hours per week);Transitioning to retirement (gradually reducing work hours) | 20 | Yes, I am new to coding or currently a student | Books / Physical media;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 | Games or coding challenges | 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 |
48,299 | 48,300 | I am a developer by profession | 18-24 years old | Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.) | Student | Caring for dependents (children, elderly, etc.);Engaged in paid work (20-29 hours per week);Transitioning to retirement (gradually reducing work hours);Attending school (full-time);Attending school (part-time);Engaged in paid work (10-19 hours per week);Engaged in paid work (less than 10 hours per week) | 1 | Yes, I am new to coding or currently a student | Online Courses or Certification (includes all media types);Stack Overflow or Stack Exchange;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) | 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);Online Courses or Certification (includes all media types);Blogs or podcasts;Stack Overflow or Stack Exchange;Games or coding challenges;Coding Bootcamp;Books / Physical media;School (i.e., University, College, etc) | 100 | Architect, software or solutions | Just me - I am a freelancer, sole proprietor, etc. | null | null | Yes, I influenced the purchase of a tool that more than five colleagues use but it is not a substantial addition to the tech stack | Work | Connected to an open-source project
NA | null | Internet, Telecomm or Information Services | Developing specialized expertise
NA | Yes | I have strongly considered changing my career and/or the industry I work in | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 10 |
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