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|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
44,400 | 44,401 | I am a developer by profession | 25-34 years old | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Employed | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
44,401 | 44,402 | 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) | 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);Books / Physical media;Stack Overflow or Stack Exchange;Technical documentation (is generated for/by the tool or system);AI CodeGen tools or AI-enabled apps;Colleague or on-the-job training | Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies | AI CodeGen tools or AI-enabled apps;Technical documentation (is generated for/by the tool or system);Videos (not associated with specific online course or certification);Online Courses or Certification (includes all media types);Blogs or podcasts;Books / Physical media;School (i.e., University, College, etc) | 8 | Data or business analyst | 100 to 499 employees | Individual contributor | Hybrid (some remote, leans heavy to in-person) | Yes, I endorsed a tool that was open-source and is currently used by more than just myself but no purchase was made | Personal Project | Connected to an open-source project
NA | Prohibitive pricing
NA | Fintech | Job stability and career growth with a single employer
Hybrid or very flexible work hours. | I'm not sure | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 6 |
44,402 | 44,403 | 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 | 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 required for my job or to benefit my career | AI CodeGen tools or AI-enabled apps;Colleague or on-the-job training | 20 | Developer, back-end | 10,000 or more employees | Individual contributor | Remote | No | Personal Project | Easy-to-use API
NA | Outdated or obsolete technology or features
NA | Software Development | Job stability and career growth with a single employer
NA | No | I have somewhat considered changing my career and/or the industry I work in | null | null | Colombia | COP Colombian peso | 100,000,000 | Yes | Java;Python | Java;Python | Java;Python | NA
NA | Yes | Dynamodb;MongoDB | null | null | NA
NA | Yes | Amazon Web Services (AWS);Datadog | Amazon Web Services (AWS);Datadog | Amazon Web Services (AWS);Datadog | NA
NA | No | null | null | null | NA
NA | No | null | null | null | NA
NA | Google Gemini | null | null | null | null | MacOS | MacOS | Airtable;Confluence;GitLab | Airtable;Confluence;GitLab | Airtable;Confluence;GitLab | NA
NA | Stack Overflow;LinkedIn;Medium | Stack Overflow;LinkedIn;Medium | Stack Overflow;LinkedIn;Medium | NA
NA | No | null | null | null | NA
NA | Yes | A few times per month or weekly | Between 10 and 15 years | I have never participated in Q&A on Stack Overflow | Chat (bot/AI) | null | No, not at all | Rarely, almost never | Yes, I use AI tools monthly or infrequently | Favorable | Somewhat trust | Neither good or bad at handling complex tasks | null | Learning about a codebase | Project planning;Writing code;Documenting code;Debugging or fixing code;Testing code;Committing and reviewing code;Deployment and monitoring;Search for answers;Generating content or synthetic data;Creating or maintaining documentation;Learning new concepts or technologies | null | null | I haven’t encountered any problems | No | Yes, I use AI agents at work monthly or infrequently | null | Software engineering | null | AI agents have improved the quality of my code. | null | null | AI agents have helped me solve complex problems more effectively. | null | The cost of using certain AI agent platforms is a barrier.;I have concerns about the security and privacy of data when using AI agents. | 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.;My company's IT and/or InfoSec teams have strict rules that do not allow me to use AI agent tools or platforms | Integrating AI agents with my existing tools and workflows can be difficult. | null | null | null | null | null | null | null | ChatGPT;Google Gemini | null | When I don’t trust AI’s answers;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 | writing, lecture comprehension, logic, emphatic, coding, analysis, design | 24,468 | 7 |
44,403 | 44,404 | I am a developer by profession | 18-24 years old | Some college/university study without earning a degree | Student | Engaged in paid work (20-29 hours per week);Attending school (full-time) | 2 | Yes, I am new to coding or currently a student | 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;School (i.e., University, College, etc) | Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies | Colleague or on-the-job training;Stack Overflow or Stack Exchange;School (i.e., University, College, etc) | 3 | Developer, full-stack | 1,000 to 4,999 employees | Individual contributor | In-person | No | Personal Project | Costs are manageable
NA | Availability of better alternatives
NA | Government | Solving real-world problems
NA | No | I have neither consider or transitioned into a new career or industry | 4 | 6 | France | EUR European Euro | null | Yes | Assembly;Bash/Shell (all shells);C;C++;HTML/CSS;JavaScript;PHP;Python;TypeScript | Bash/Shell (all shells);HTML/CSS;OCaml;PHP;Python;Rust;TypeScript | Bash/Shell (all shells);HTML/CSS;PHP;Python;TypeScript | NA
NA | Yes | MariaDB;MySQL;PostgreSQL | PostgreSQL | PostgreSQL | NA
NA | Yes | Composer;Docker;npm;Pip | Ansible;Docker | Docker | NA
NA | Yes | Angular;AngularJS;Django;Symfony | Django;Symfony | Django;Symfony | NA
NA | Yes | PhpStorm;PyCharm;Vim;Visual Studio Code | Neovim | null | NA
NA | uv | uv | uv | null | null | MacOS | Windows;Windows Subsystem for Linux (WSL) | Confluence;GitHub;GitLab;Jira;Notion | GitHub;GitLab;Notion | GitHub;GitLab;Notion | NA
NA | Stack Overflow;Reddit;GitHub (public projects, not private repos);YouTube | Stack Overflow;Reddit;GitHub (public projects, not private repos);YouTube | Stack Overflow;Reddit;GitHub (public projects, not private repos);YouTube | NA
NA | Yes | DeepSeek (V- General purpose models);Mistral AI models;openAI GPT (chatbot models);Perplexity Sonar models | null | null | NA
NA | No | Daily or almost daily | Between 1 and 3 years | I have never participated in Q&A on Stack Overflow | Long-form articles;Videos;Lists of recommendations (tools, frameworks, technologies, etc.);Direct messaging of users;Day-in-the-life profiles/interviews with experts | Read and/or vote on comments for a Question or Answer I am interested in
NA | Neutral | Rarely, almost never | Yes, I use AI tools monthly or infrequently | Unfavorable | Somewhat distrust | Neither good or bad at handling complex tasks | null | Learning about a codebase;Project planning;Writing code;Documenting code;Debugging or fixing code;Testing code;Committing and reviewing code;Deployment and monitoring;Predictive analytics;Search for answers;Generating content or synthetic data;Creating or maintaining documentation;Learning new concepts or technologies;Other (write in): | 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 | null | No, and I don't plan to | No, but my development work has changed somewhat due to non-AI factors | null | null | null | null | null | null | null | Integrating AI agents with my existing tools and workflows can be difficult. | 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.;My company's IT and/or InfoSec teams have strict rules that do not allow me to use AI agent tools or platforms | The cost of using certain AI agent platforms is a barrier.;I have concerns about the security and privacy of data when using AI agents. | null | null | null | null | null | null | null | null | null | When I don’t trust AI’s answers;When I want to fully understand something;When I want to learn best practices;When I want to compare different solutions;When I’m stuck and can’t explain the problem;When I need help fixing complex or unfamiliar code | null | null | 10 |
44,404 | 44,405 | I am not primarily a developer, but I write code sometimes as part of my work/studies | 18-24 years old | Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.) | Student | Attending school (full-time) | null | Yes, I am not new to coding but am learning new coding techniques or programming language | Online Courses or Certification (includes all media types);Other online resources (e.g. standard search, forum, online community);Videos (not associated with specific online course or certification);Coding Bootcamp;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;Other online resources (e.g. standard search, forum, online community) | 3 | Student | null | null | null | null | School | Customizable and manageable codebase
NA | Availability of better alternatives
NA | null | null | I'm not sure | I have neither consider or transitioned into a new career or industry | 2 | 7 | India | INR Indian rupee | null | Yes | C;PowerShell;Python | C;C#;C++;COBOL;HTML/CSS;Java;JavaScript;Kotlin;MATLAB;PowerShell;Python;R;Rust;SQL | C;PowerShell;Python | NA
NA | Yes | null | null | null | NA
NA | No | null | null | null | NA
NA | Yes | null | null | null | NA
NA | Yes | Visual Studio Code | Bolt;IntelliJ IDEA;Jupyter Notebook/JupyterLab;PyCharm;Visual Studio Code | Visual Studio Code | NA
NA | null | null | null | null | null | Windows;Ubuntu;Android | Ubuntu;Android | null | null | null | NA
NA | Discord;Reddit;YouTube;LinkedIn | Discord;Reddit;Kaggle;YouTube;LinkedIn | Discord;Reddit;YouTube;LinkedIn | NA
NA | Yes | Anthropic: Claude Sonnet;DeepSeek (R- Reasoning models);Gemini (Pro Reasoning models);Mistral AI models;openAI GPT (chatbot models);openAI Image generating models;openAI Reasoning models;Perplexity Sonar models;X Grok models | Anthropic: Claude Sonnet;DeepSeek (R- Reasoning models);Gemini (Pro Reasoning models);Mistral AI models;openAI GPT (chatbot models);openAI Image generating models;openAI Reasoning models;Perplexity Sonar models;X Grok models | Anthropic: Claude Sonnet;DeepSeek (R- Reasoning models);Gemini (Pro Reasoning models);Mistral AI models;openAI GPT (chatbot models);openAI Image generating models;openAI Reasoning models;Perplexity Sonar models;X Grok models | NA
NA | Yes | Infrequently, less than once per year | Between 3 and 5 years | I have never participated in Q&A on Stack Overflow | Chat (people);Lists of recommendations (tools, frameworks, technologies, etc.);Direct messaging of users;Chat (bot/AI) | null | No, not at all | Rarely, almost never | Yes, I use AI tools daily | Very favorable | Highly trust | Good, but not great at handling complex tasks | Project planning;Search for answers;Generating content or synthetic data;Learning new concepts or technologies | Learning about a codebase;Writing code;Testing code;Committing and reviewing code;Deployment and monitoring | Predictive analytics | Documenting code | Debugging or fixing code;Creating or maintaining documentation | AI solutions that are almost right, but not quite;Debugging AI-generated code is more time-consuming;I’ve become less confident in my own problem-solving;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 | AI agents have increased my productivity. | AI agents have helped me automate repetitive tasks.;AI agents have improved the quality of my code.;AI agents have improved collaboration within my team. | null | AI agents have accelerated my learning about new technologies or codebases.;AI agents have helped me solve complex problems more effectively.;AI agents have reduced the time spent on specific development tasks. | null | Integrating AI agents with my existing tools and workflows can be difficult.;The cost of using certain AI agent platforms is a barrier.;I have concerns about the security and privacy of data when using AI agents.;My company's IT and/or InfoSec teams have strict rules that do not allow me to use AI agent tools or platforms | I am concerned about the accuracy of the information provided by AI agents. | null | 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 have ethical or security concerns about code;When I need help fixing complex or unfamiliar code | null | null | null |
44,405 | 44,406 | I am a developer by profession | 35-44 years old | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Employed | Caring for dependents (children, elderly, etc.) | 13 | Yes, I am not new to coding but am learning new coding techniques or programming language | Other online resources (e.g. standard search, forum, online community);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);Colleague or on-the-job training | 20 | Developer, full-stack | 20 to 99 employees | Individual contributor | Remote | Yes, I influenced the purchase of a substantial addition to the tech stack | Work | Easy-to-use API
NA | Availability of better alternatives
NA | Software Development | Solving real-world problems
NA | I'm not sure | I have somewhat considered changing my career and/or the industry I work in | 10 | 5 | United Kingdom of Great Britain and Northern Ireland | GBP Pound sterling | 97,000 | Yes | HTML/CSS;JavaScript | null | null | Apex
NA | Yes | null | null | null | Salesforce
NA | Yes | Digital Ocean | null | null | NA
NA | Yes | null | null | null | Lightning Web Components
NA | Yes | Cursor;Visual Studio Code;Windsurf | null | null | NA
NA | null | null | null | null | null | MacOS | MacOS | GitHub;Lucid (includes Lucidchart);Obsidian | null | null | NA
NA | Stack Exchange;Discord;Reddit;GitHub (public projects, not private repos);LinkedIn | Stack Exchange;Reddit | Stack Exchange;Reddit | NA
NA | Yes | openAI GPT (chatbot models);openAI Reasoning models | Anthropic: Claude Sonnet;Mistral AI models;openAI GPT (chatbot models);openAI Image generating models;openAI Reasoning models | openAI GPT (chatbot models);openAI Reasoning models | NA
NA | Not sure/can't remember | A few times per month or weekly | Between 5 and 10 years | Infrequently, less than once per year | null | Read and/or vote on comments for a Question or Answer I am interested in
NA | Not sure | Rarely, almost never | Yes, I use AI tools daily | Favorable | Somewhat distrust | Bad at handling complex tasks | Writing code;Search for answers;Learning new concepts or technologies | Project planning;Testing code;Committing and reviewing code;Deployment and monitoring;Predictive analytics;Generating content or synthetic data;Other (write in): | Learning about a codebase;Documenting code;Debugging or fixing code;Creating or maintaining documentation | null | null | AI solutions that are almost right, but not quite;Debugging AI-generated code is more time-consuming | Definitely not | Yes, I use AI agents at work weekly | Yes, somewhat | Software engineering | null | AI agents have accelerated my learning about new technologies or codebases.;AI agents have reduced the time spent on specific development tasks. | AI agents have increased my productivity.;AI agents have helped me automate repetitive tasks. | AI agents have helped me solve complex problems more effectively. | null | AI agents have improved the quality of my code.;AI agents have improved collaboration within my team. | null | The cost of using certain AI agent platforms is a barrier. | I am concerned about the accuracy of the information provided by AI agents. | It takes significant time and effort to learn how to use AI agents effectively.;I have concerns about the security and privacy of data when using AI agents. | My company's IT and/or InfoSec teams have strict rules that do not allow me to use AI agent tools or platforms | null | null | null | null | null | null | ChatGPT;GitHub Copilot | Cursor, Windsurf | When I don’t trust AI’s answers;When I need help fixing complex or unfamiliar code | null | 132,057 | 3 |
44,406 | 44,407 | I used to be a developer by profession, but no longer am | 25-34 years old | Master’s degree (M.A., M.S., M.Eng., MBA, etc.) | Not 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 | Technical documentation (is generated for/by the tool or system);Other online resources (e.g. standard search, forum, online community);Stack Overflow or Stack Exchange | 10 | Other (please specify): | null | null | null | null | Personal Project | Connected to an open-source project
NA | Availability of better alternatives
NA | null | null | No | I have somewhat considered changing my career and/or the industry I work in | null | 5 | India | INR Indian rupee | null | Yes | C++;HTML/CSS;JavaScript;Python;TypeScript | C++;HTML/CSS;JavaScript;Python;TypeScript | C++;HTML/CSS;JavaScript;Python;TypeScript | NA
NA | Yes | MongoDB | MongoDB;PostgreSQL | MongoDB | NA
NA | Yes | APT;Docker;Kubernetes;Make;npm;Pip | APT;Docker;Kubernetes;Make;npm;Pip | APT;Docker;Kubernetes;Make;npm;Pip | NA
NA | Yes | Express;Node.js | Angular;AngularJS;Express;Node.js;React | Express;Node.js | NA
NA | Yes | Jupyter Notebook/JupyterLab;Neovim;Sublime Text;Vim;Visual Studio Code;Windsurf | Jupyter Notebook/JupyterLab;Neovim;Sublime Text;Vim;Visual Studio Code;Windsurf | Jupyter Notebook/JupyterLab;Neovim;Sublime Text;Vim;Visual Studio Code;Windsurf | NA
NA | null | null | null | null | null | Windows;Ubuntu;Debian;Linux (non-WSL) | null | GitHub;Markdown File | Doxygen;GitHub;GitLab;Markdown File | GitHub;Markdown File | NA
NA | Stack Overflow;Stack Exchange;Reddit;GitHub (public projects, not private repos);YouTube;LinkedIn;Medium | Stack Overflow;Stack Exchange;GitHub (public projects, not private repos);YouTube;LinkedIn;Medium | Stack Overflow;Stack Exchange;GitHub (public projects, not private repos);YouTube;LinkedIn;Medium | NA
NA | No | null | null | null | NA
NA | Yes | Multiple times per day | Between 10 and 15 years | A few times per week | Coding challenges;Lists of recommendations (tools, frameworks, technologies, etc.);Job board | Upvote/Downvote Q&A posts
NA | Yes, definitely | Rarely, almost never | Yes, I use AI tools daily | Very favorable | Somewhat trust | Good, but not great at handling complex tasks | Writing code;Search for answers;Learning new concepts or technologies | null | Generating content or synthetic data;Creating or maintaining documentation | Project planning;Documenting code;Debugging or fixing code;Testing code;Committing and reviewing code;Predictive analytics | null | AI solutions that are almost right, but not quite | No, and it probably never will be; if we interpret "vibe coding" as programmer Simon Willison's statement in cited Wikipedia article. | No, I use AI exclusively in copilot/autocomplete mode | Yes, somewhat | Software engineering | Integration with external agents and APIs | AI agents have increased my productivity.;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 the quality of my code.;AI agents have improved collaboration within my team. | AI agents have helped me solve complex problems more effectively. | AI agents have helped me automate repetitive tasks. | null | I am concerned about the accuracy of the information provided by AI agents.;Integrating AI agents with my existing tools and workflows can be difficult.;The cost of using certain AI agent platforms is a barrier.;I have concerns about the security and privacy of data when using AI agents.;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 | null | null | When I want to fully understand something;When I want to compare different solutions;When I have ethical or security concerns about code;When I’m stuck and can’t explain the problem;When I need help fixing complex or unfamiliar code | Ability
- to transform business requirements into concrete system designs
- to debug, update and maintain large and/or existing code bases
- to design novel or modified algorithms and/or data structures as per need
- to adapt development workflows to incorporate new industry standards, including AI tools,
demonstrators of these skills can be identified as credible, trustworthy and accountable individuals; on whom a businesses can rely on. | null | null |
44,407 | 44,408 | 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 | 38 | 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 | 45 | Developer, embedded applications or devices | 5,000 to 9,999 employees | Individual contributor | Hybrid (some remote, leans heavy to in-person) | No | Work | Reliability and low latency
NA | Ethical concerns
NA | Manufacturing | Job stability and career growth with a single employer
NA | I'm not sure | I have neither consider or transitioned into a new career or industry | 2 | 0 | United States of America | USD United States dollar | 173,000 | 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 | Infrequently, less than once per year | Between 3 and 5 years | I have never participated in Q&A on Stack Overflow | Long-form articles;Videos;Logic games/puzzles | Ask a question
NA | No, not really | I don't use AI or AI-enabled tools | No, and I don't plan to | Unfavorable | Somewhat distrust | I don't use AI tools for complex tasks / I don't know | null | Learning about a codebase;Project planning;Writing code;Documenting code;Testing code;Committing and reviewing code;Deployment and monitoring;Predictive analytics;Generating content or synthetic data;Creating or maintaining documentation;Learning new concepts or technologies | Debugging or fixing code;Search for answers | null | null | I don’t use AI tools regularly | No | No, and I don't plan to | No, but my development work has changed somewhat due to non-AI factors | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 173,000 | 10 |
44,408 | 44,409 | I am not primarily a developer, but I write code sometimes as part of my work/studies | 25-34 years old | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
44,409 | 44,410 | I am a developer by profession | 25-34 years old | Some college/university study without earning a degree | Employed | Attending school (part-time) | 11 | Yes, I am not new to coding but am learning new coding techniques or programming language | Books / Physical media;Blogs or podcasts | Yes, I learned how to use AI-enabled tools required for my job or to benefit my career | Blogs or podcasts | 15 | Developer, front-end | 1,000 to 4,999 employees | Individual contributor | Hybrid (some remote, leans heavy to in-person) | No | Work | Reputation for quality
NA | Availability of better alternatives
NA | Software Development | Autonomy and trust to manage your own tasks
NA | I'm not sure | I have strongly considered changing my career and/or the industry I work in | 12 | 3 | Germany | EUR European Euro | 85,000 | Yes | JavaScript;Rust;TypeScript | JavaScript;Rust;TypeScript | JavaScript;Rust;TypeScript | NA
NA | Yes | Redis | Redis;SQLite | Redis | NA
NA | Yes | Docker;Homebrew;Vercel;Vite | Cloudflare;Homebrew;Vercel;Vite | Homebrew;Vercel;Vite | NA
NA | Yes | Nuxt.js;Vue.js | Nuxt.js;Vue.js | Nuxt.js;Vue.js | NA
NA | Yes | Cursor;IntelliJ IDEA;Visual Studio Code;VSCodium;WebStorm | Cursor;IntelliJ IDEA;VSCodium;WebStorm | Cursor;IntelliJ IDEA;VSCodium;WebStorm | NA
NA | null | null | null | null | null | MacOS;iOS | MacOS | Confluence;GitHub;GitLab;Jira | GitHub;GitLab | GitHub;GitLab | NA
NA | Stack Overflow;Reddit;Hacker News;GitHub (public projects, not private repos) | Stack Overflow;Reddit;Hacker News;GitHub (public projects, not private repos) | Stack Overflow;Reddit;Hacker News;GitHub (public projects, not private repos) | NA
NA | No | null | null | null | NA
NA | Yes | A few times per month or weekly | Between 10 and 15 years | Less than once every 2 - 3 months | Long-form articles;Job board | Upvote/Downvote Q&A posts
NA | No, not really | Rarely, almost never | Yes, I use AI tools monthly or infrequently | Indifferent | Somewhat distrust | Very poor at handling complex tasks | Writing code;Documenting code;Debugging or fixing code;Testing code;Search for answers | Project planning;Committing and reviewing code;Deployment and monitoring;Predictive analytics | Learning about a codebase;Creating or maintaining documentation;Learning new concepts or technologies | Generating content or synthetic data | null | Other (write in): | no | No, but I plan to | Not at all or minimally | null | null | null | null | null | null | null | null | The cost of using certain AI agent platforms is a barrier. | I am concerned about the accuracy of the information provided by AI agents. | Integrating AI agents with my existing tools and workflows can be difficult.;It takes significant time and effort to learn how to use AI agents effectively.;I have concerns about the security and privacy of data when using AI agents. | My company's IT and/or InfoSec teams have strict rules that do not allow me to use AI agent tools or platforms | 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 need help fixing complex or unfamiliar code | same as it always has been: computers are easy, humans are the tricky part | 98,612 | 3 |
44,410 | 44,411 | I am a developer by profession | 18-24 years old | Some college/university study without earning a degree | Employed | None of the above | 6 | Yes, I am not new to coding but am learning new coding techniques or programming language | Other online resources (e.g. standard search, forum, online community);Technical documentation (is generated for/by the tool or system);AI CodeGen tools or AI-enabled apps;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);Other online resources (e.g. standard search, forum, online community);Blogs or podcasts | 18 | Developer, back-end | 1,000 to 4,999 employees | Individual contributor | Hybrid (some in-person, leans heavy to flexibility) | No | Personal Project | Costs are manageable
NA | Ethical concerns
NA | Internet, Telecomm or Information Services | 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 |
44,411 | 44,412 | I am a developer by profession | 35-44 years old | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Not employed | Caring for dependents (children, elderly, etc.) | 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) | Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies | null | 10 | 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 |
44,412 | 44,413 | I am a developer by profession | 45-54 years old | Professional degree (JD, MD, Ph.D, Ed.D, etc.) | Employed | Caring for dependents (children, elderly, etc.) | 20 | 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;Videos (not associated with specific online course or certification) | 25 | Developer, back-end | 10,000 or more employees | Individual contributor | Hybrid (some remote, leans heavy to in-person) | No | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
44,413 | 44,414 | 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 | 16 | 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 | 25 | 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 |
44,414 | 44,415 | I used to be a developer by profession, but no longer am | 45-54 years old | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Retired | Caring for dependents (children, elderly, etc.);Volunteering (regularly) | 38 | No, I am not new to coding and did not learn new coding techniques or programming languages | null | Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies | Videos (not associated with specific online course or certification);Other online resources (e.g. standard search, forum, online community) | 40 | Retired | null | null | null | null | Personal Project | Costs are manageable
NA | Ethical concerns
NA | null | null | null | null | null | 3 | United States of America | USD United States dollar | null | Yes | C#;PowerShell | Rust | null | NA
NA | No | null | null | null | NA
NA | No | null | null | null | NA
NA | No | null | null | null | NA
NA | Yes | Visual Studio Code | null | null | NA
NA | null | null | null | null | null | Windows;Android | null | Wikis | null | null | NA
NA | null | null | null | NA
NA | No | null | null | null | NA
NA | Yes | Less than once per month or monthly | Between 5 and 10 years | Infrequently, less than once per year | null | Browse content related to Q&A posts I recently viewed
NA | Yes, somewhat | Rarely, almost never | Yes, I use AI tools monthly or infrequently | Indifferent | Somewhat distrust | Neither good or bad at handling complex tasks | null | null | null | null | null | AI solutions that are almost right, but not quite | 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 | null | null |
44,415 | 44,416 | I am a developer by profession | 25-34 years old | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Employed | None of the above | 7 | Yes, I am not new to coding but am learning new coding techniques or programming language | Online Courses or Certification (includes all media types);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 | null | null | 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 |
44,416 | 44,417 | I work with developers or my work supports developers but am not a developer by profession | 65 years or older | Associate degree (A.A., A.S., etc.) | Retired | Caring for dependents (children, elderly, etc.) | 4 | No, I am not new to coding and did not learn new coding techniques or programming languages | null | No, I didn't spend time learning in the past year | null | null | Other (please specify): | null | null | null | null | Personal Project | Connected to an open-source project
NA | Lack of or sub-par API
NA | null | null | null | null | null | null | United States of America | USD United States dollar | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | Yes, I use AI tools daily | Very 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 | null |
44,417 | 44,418 | I am a developer by profession | 45-54 years old | Some college/university study without earning a degree | Employed | Volunteering (regularly) | 15 | No, I am not new to coding and did not learn new coding techniques or programming languages | null | Yes, I learned how to use AI-enabled tools required for my job or to benefit my career | Other (please specify): | 15 | Developer, back-end | 1,000 to 4,999 employees | Individual contributor | Remote | No | null | null | null | 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 |
44,418 | 44,419 | I am a developer by profession | 55-64 years old | Master’s degree (M.A., M.S., M.Eng., MBA, etc.) | Employed | None of the above | 34 | Yes, I am not new to coding but am learning new coding techniques or programming language | Blogs or podcasts | Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies | AI CodeGen tools or AI-enabled apps;Videos (not associated with specific online course or certification) | 40 | Developer, embedded applications or devices | 1,000 to 4,999 employees | null | Hybrid (some remote, leans heavy to in-person) | No | Work | Robust and complete API
NA | Inefficient or time-costly
NA | Internet, Telecomm or Information Services | You like your manager
NA | No | I have somewhat considered changing my career and/or the industry I work in | 5 | 2 | France | EUR European Euro | null | Yes | Assembly;Bash/Shell (all shells);C;C++;JavaScript;Lisp;Python | null | null | c3
NA | No | null | null | null | NA
NA | Yes | APT;Chocolatey;Make;Ninja;npm;Pip | null | null | cmake
NA | No | null | null | null | NA
NA | Yes | Notepad++;Vim | null | null | emacs
NA | c++23 | null | null | null | null | Debian | null | YouTrack | null | null | NA
NA | Stack Overflow;Discord;YouTube;Substack | null | null | NA
NA | No | null | null | null | NA
NA | Yes | A few times per month or weekly | Between 5 and 10 years | Less than once per month or monthly | null | Read and/or vote on comments for a Question or Answer I am interested in
NA | Yes, definitely | Less than half of the time | No, but I plan to soon | Indifferent | Highly distrust | Neither good or bad at handling complex tasks | null | Learning about a codebase;Project planning;Debugging or fixing code;Deployment and monitoring;Creating or maintaining documentation;Learning new concepts or technologies | Writing code;Committing and reviewing code | Documenting code;Testing code;Predictive analytics;Search for answers;Generating content or synthetic data | null | AI solutions that are almost right, but not quite;I don’t use AI tools regularly | null | No, I use AI exclusively in copilot/autocomplete mode | Not at all or minimally | Software engineering | Multi-platform search enablement | AI agents have accelerated my learning about new technologies or codebases.;AI agents have reduced the time spent on specific development tasks. | AI agents have helped me solve complex problems more effectively.;AI agents have improved collaboration within my team. | AI agents have increased my productivity.;AI agents have helped me automate repetitive tasks.;AI agents have improved the quality of my code. | 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 | null | I am concerned about the accuracy of the information provided by AI agents. | Integrating AI agents with my existing tools and workflows can be difficult.;The cost of using certain AI agent platforms is a barrier.;I have concerns about the security and privacy of data when using AI agents. | null | null | null | null | null | null | null | null | null | When I want to fully understand something;When I want to learn best practices;When I want to compare different solutions;When I have ethical or security concerns about code;When I’m stuck and can’t explain the problem | critical thinking , historical knowledge of the software industry | null | 6 |
44,419 | 44,420 | 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 | Engaged in paid work (20-29 hours per week) | 20 | 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 | 25 | Architect, software or solutions | Less than 20 employees | People manager | Remote | Yes, I influenced the purchase of a substantial addition to the tech stack | Work | null | null | Fintech | null | I'm not sure | I have neither consider or transitioned into a new career or industry | 5 | null | Czech Republic | EUR European Euro | 100,000 | 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 | 116,015 | 8 |
44,420 | 44,421 | I am a developer by profession | 18-24 years old | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Employed | Attending school (full-time);Engaged in paid work (10-19 hours per week);Engaged in paid work (less than 10 hours per week) | 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 |
44,421 | 44,422 | 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.);Engaged in paid work (less than 10 hours per week) | 16 | Yes, I am not new to coding but am learning new coding techniques or programming language | Videos (not associated with specific online course or certification);AI CodeGen tools or AI-enabled apps | 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 |
44,422 | 44,423 | I work with developers or my work supports developers but am not a developer by profession | 25-34 years old | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Employed | None of the above | 8 | No, I am not new to coding and did not learn new coding techniques or programming languages | null | No, I learned something that was not related to AI or AI enablement as required for my job or to benefit my career | null | 13 | DevOps engineer or professional | 20 to 99 employees | Individual contributor | Remote | No | Work | Robust and complete API
NA | Lack of or sub-par API
NA | Software Development | null | No | I have neither consider or transitioned into a new career or industry | 14 | null | Canada | CAD Canadian dollar | null | Yes | Bash/Shell (all shells) | Python | null | yaml, terraform
NA | Yes | BigQuery;Elasticsearch;MongoDB;PostgreSQL;Redis | null | null | NA
NA | Yes | Amazon Web Services (AWS);Datadog;Docker;Google Cloud;Kubernetes;Terraform | null | null | NA
NA | No | null | null | null | NA
NA | Yes | IntelliJ IDEA;Sublime Text | null | null | NA
NA | Google Gemini | null | null | null | null | MacOS | null | GitHub;Jira;Markdown File | null | null | NA
NA | Stack Overflow;Stack Exchange;Reddit;Hacker News;GitHub (public projects, not private repos);Slack (public channels, not work);YouTube;LinkedIn | null | null | NA
NA | No | null | null | null | NA
NA | Yes | A few times per week | Between 5 and 10 years | Infrequently, less than once per year | null | Upvote/Downvote Q&A posts
NA | Neutral | Rarely, almost never | Yes, I use AI tools monthly or infrequently | Indifferent | Neither trust nor distrust | Good, but not great at handling complex tasks | null | Learning about a codebase;Project planning;Documenting code;Debugging or fixing code;Committing and reviewing code;Deployment and monitoring;Creating or maintaining documentation | Writing code;Testing code;Predictive analytics;Search for answers;Generating content or synthetic data;Learning new concepts or technologies | null | null | AI solutions that are almost right, but not quite;I don’t use AI tools regularly | no | Yes, I use AI agents at work monthly or infrequently | Not at all or minimally | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
44,423 | 44,424 | 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 | 25 | Yes, I am not new to coding but am learning new coding techniques or programming language | Colleague or on-the-job training;School (i.e., University, College, etc) | No, I learned something that was not related to AI or AI enablement as required for my job or to benefit my career | null | 30 | Other (please specify): | Less than 20 employees | null | Remote | No | Work | Other (please specify):
It does the job | Ethical concerns
NA | Other: | null | null | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
44,424 | 44,425 | I am a developer by profession | 25-34 years old | Some college/university study without earning a degree | Employed | None of the above | 13 | Yes, I am not new to coding but am learning new coding techniques or programming language | Other online resources (e.g. standard search, forum, online community);Videos (not associated with specific online course or certification);Stack Overflow or Stack Exchange;AI CodeGen tools or AI-enabled apps;Colleague or on-the-job training;School (i.e., University, College, etc) | Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies | AI CodeGen tools or AI-enabled apps;Videos (not associated with specific online course or certification) | 13 | 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 |
44,425 | 44,426 | I am a developer by profession | 45-54 years old | Professional degree (JD, MD, Ph.D, Ed.D, etc.) | Employed | Engaged in paid work (20-29 hours per week) | 35 | Yes, I am not new to coding but am learning new coding techniques or programming language | Other online resources (e.g. standard search, forum, online community);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);Videos (not associated with specific online course or certification);Other online resources (e.g. standard search, forum, online community);Stack Overflow or Stack Exchange | 45 | Academic researcher | 1,000 to 4,999 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 | 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 |
44,426 | 44,427 | I am a developer by profession | 35-44 years old | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Independent contractor, freelancer, or self-employed | Caring for dependents (children, elderly, etc.) | 3 | 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);Colleague or on-the-job training;School (i.e., University, College, etc) | Yes, I learned how to use AI-enabled tools required for my job or to benefit my career | AI CodeGen tools or AI-enabled apps;Videos (not associated with specific online course or certification);Books / Physical media | 3 | Developer, full-stack | null | null | null | Yes, I influenced the purchase of a substantial addition to the tech stack | Personal Project | Reliability and low latency
NA | Ethical concerns
NA | Software Development | null | No | I have strongly considered changing my career and/or the industry I work in | null | null | Philippines | PHP Philippine peso | 240,000 | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | No, but I plan to soon | Indifferent | Highly trust | Very well at handling complex tasks | Project planning;Writing code | null | Learning about a codebase;Debugging or fixing code;Testing code;Committing and reviewing code | null | Documenting 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): | It’s hard to understand how or why the code works | Can you hire as Software Developer? | Yes, I use AI agents at work monthly or infrequently | Yes, to a great extent | Software engineering;Other Industry purpose (write in): | null | AI agents have helped me solve complex problems more effectively.;AI agents have reduced the time spent on specific development tasks. | null | null | AI agents have 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 improved collaboration within my team. | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 4,214 | 10 |
44,427 | 44,428 | I am a developer by profession | 55-64 years old | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Employed | Transitioning to retirement (gradually reducing work hours) | 40 | 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 | 45 | Developer, full-stack | 20 to 99 employees | Individual contributor | Hybrid (some in-person, leans heavy to flexibility) | No | Work | null | null | Software Development | Collaboration and support from a team
NA | No | I have neither consider or transitioned into a new career or industry | 5 | 5 | Netherlands | EUR European Euro | 65,000 | 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 | Very favorable | Somewhat trust | Very well 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 | 75,410 | 8 |
44,428 | 44,429 | I am a developer by profession | 45-54 years old | Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.) | Independent contractor, freelancer, or self-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 required for my job or to benefit my career | Other (please specify): | 34 | Developer, front-end | Less than 20 employees | Individual contributor | Remote | No | Work | Connected to an open-source project
NA | Inefficient or time-costly
NA | Software Development | null | No | I have neither consider or transitioned into a new career or industry | null | null | Germany | EUR European Euro | 160,000 | Yes | HTML/CSS;JavaScript;TypeScript | null | null | NA
NA | Yes | MongoDB;PostgreSQL;Redis | null | null | NA
NA | No | null | null | null | NA
NA | Yes | Next.js;Node.js;React | null | null | NA
NA | Yes | Cursor;Visual Studio Code | null | null | NA
NA | Google Gemini | null | null | null | null | MacOS | null | Linear | null | null | NA
NA | Stack Overflow;GitHub (public projects, not private repos);YouTube;LinkedIn | null | null | NA
NA | No | null | null | null | NA
NA | null | null | null | null | null | null | null | null | Yes, I use AI tools daily | Favorable | Somewhat distrust | Bad at handling complex tasks | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 185,623 | 9 |
44,429 | 44,430 | I am a developer by profession | 25-34 years old | Master’s degree (M.A., M.S., M.Eng., MBA, etc.) | Employed | None of the above | 10 | Yes, I am not new to coding but am learning new coding techniques or programming language | Other online resources (e.g. standard search, forum, online community);Stack Overflow or Stack Exchange;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;Colleague or on-the-job training | 16 | Developer, mobile | 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 |
44,430 | 44,431 | 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 | 15 | 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 | 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 |
44,431 | 44,432 | I am not primarily a developer, but I write code sometimes as part of my work/studies | 25-34 years old | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Student | Attending school (full-time) | 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;AI CodeGen tools or AI-enabled apps | No, I didn't spend time learning in the past year | null | 8 | Student | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
44,432 | 44,433 | I am a developer by profession | 25-34 years old | Master’s degree (M.A., M.S., M.Eng., MBA, etc.) | Employed | None of the above | 7 | 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 | 11 | Cloud infrastructure engineer | 500 to 999 employees | Individual contributor | Remote | Yes, I influenced the purchase of a tool that more than five colleagues use but it is not a substantial addition to the tech stack | Work | Reputation for quality
NA | Prohibitive pricing
NA | Software Development | null | I'm not sure | I have neither consider or transitioned into a new career or industry | 2 | 4 | Spain | EUR European Euro | 57,000 | 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 distrust | Bad at handling complex tasks | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 66,128 | 6 |
44,433 | 44,434 | I am a developer by profession | 18-24 years old | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Student | Attending school (full-time) | 2 | 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);School (i.e., University, College, etc) | 3 | Data 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 |
44,434 | 44,435 | I am a developer by profession | 35-44 years old | Master’s degree (M.A., M.S., M.Eng., MBA, etc.) | Employed | None of the above | 14 | 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 | No, I learned something that was not related to AI or AI enablement as required for my job or to benefit my career | null | 17 | Architect, software or solutions | 10,000 or more employees | Individual contributor | Hybrid (some remote, leans heavy to in-person) | No | Work | null | null | Other: | null | I'm not sure | I have neither consider or transitioned into a new career or industry | null | 2 | Portugal | 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 week | More than 15 years, or since Stack Overflow started in 2008 | Infrequently, less than once per year | null | Ask a question
NA | Yes, somewhat | Rarely, almost never | Yes, I use AI tools daily | Favorable | Somewhat trust | Very poor at handling complex tasks | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 7 |
44,435 | 44,436 | I am a developer by profession | 25-34 years old | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Employed | Volunteering (regularly) | 8 | 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 | 15 | Developer, embedded applications or devices | 20 to 99 employees | Individual contributor | In-person | No | Work | Connected to an open-source project
NA | Ethical concerns
NA | null | Innovation through solving challenging and complex problems
NA | I'm not sure | I have neither consider or transitioned into a new career or industry | 1 | null | Netherlands | EUR European Euro | null | Yes | Assembly;C;Python | Assembly;C;C++;Python;Rust | Assembly;C;Python | NA
NA | No | null | null | null | NA
NA | Yes | Ninja;Pip | Docker;Ninja;Pip | Ninja;Pip | IAR workbench, CMake, GCC, CPPCheck
NA | No | null | null | null | NA
NA | No | null | null | null | NA
NA | null | null | null | null | null | Ubuntu | Windows | GitHub;Google Workspace;Markdown File;Obsidian | GitLab;Markdown File;Obsidian | Markdown File;Obsidian | AsciiDoc
NA | Stack Overflow;Discord;LinkedIn | Stack Overflow | Stack Overflow | NA
NA | No | null | null | null | NA
NA | Not sure/can't remember | A few times per week | Between 5 and 10 years | Infrequently, less than once per year | Long-form articles;Coding challenges | Read and/or vote on comments for a Question or Answer I am interested in
NA | No, not at all | I don't use AI or AI-enabled tools | No, but I plan to soon | Indifferent | Highly distrust | Very poor at handling complex tasks | null | Project planning;Debugging or fixing code;Deployment and monitoring;Predictive analytics | Learning about a codebase;Writing code;Documenting code;Committing and reviewing code;Generating content or synthetic data | Testing code;Search for answers;Creating or maintaining documentation;Learning new concepts or technologies | null | AI solutions that are almost right, but not quite;Debugging AI-generated code is more time-consuming;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 | It takes significant time and effort to learn how to use AI agents effectively. | null | I am concerned about the accuracy of the information provided by AI agents.;I have concerns about the security and privacy of data when using AI agents. | Integrating AI agents with my existing tools and workflows can be difficult. | The cost of using certain AI agent platforms is a barrier.;My company's IT and/or InfoSec teams have strict rules that do not allow me to use AI agent tools or platforms | null | null | null | null | null | null | null | null | When I don’t trust AI’s answers;When I want to fully understand something;When I have ethical or security concerns about code;When I’m stuck and can’t explain the problem;When I need help fixing complex or unfamiliar code | null | null | 3 |
44,436 | 44,437 | I used to be a developer by profession, but no longer am | 35-44 years old | Master’s degree (M.A., M.S., M.Eng., MBA, etc.) | Employed | None of the above | 17 | 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);Blogs or podcasts | 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 |
44,437 | 44,438 | 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 | 5 | No, I am not new to coding and did not learn new coding techniques or programming languages | null | Yes, I learned how to use AI-enabled tools required for my job or to benefit my career | Other online resources (e.g. standard search, forum, online community) | 10 | Developer, back-end | 1,000 to 4,999 employees | Individual contributor | Remote | No | Work | Reputation for quality
NA | null | Software Development | Autonomy and trust to manage your own tasks
NA | No | 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 |
44,438 | 44,439 | I am a developer by profession | 35-44 years old | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
44,439 | 44,440 | I am a developer by profession | 35-44 years old | Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.) | Independent contractor, freelancer, or self-employed | Engaged in paid work (20-29 hours per week) | 5 | Yes, I am new to coding or currently a student | Online Courses or Certification (includes all media types);Books / Physical media;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 as required for my job or to benefit my career | null | 7 | Developer, full-stack | 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 |
44,440 | 44,441 | 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.);Attending school (part-time) | 18 | 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 | 22 | Developer, full-stack | 20 to 99 employees | People manager | Hybrid (some remote, leans heavy to in-person) | Yes, I influenced the purchase of a substantial addition to the tech stack | Work | Reliability and low latency
NA | Poor usability
NA | Software Development | Solving real-world problems
NA | No | I have neither consider or transitioned into a new career or industry | 5 | null | Switzerland | CHF Swiss franc | 170,000 | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | Yes | Daily or almost daily | Between 10 and 15 years | Infrequently, less than once per year | null | Browse content related to Q&A posts I recently viewed
NA | No, not really | Rarely, almost never | Yes, I use AI tools weekly | Indifferent | Somewhat distrust | Bad at handling complex tasks | null | null | null | null | null | Debugging AI-generated code is more time-consuming;It’s hard to understand how or why the code works | For simple tasks with short scripts. | No, but I plan to | Yes, somewhat | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 210,788 | 10 |
44,441 | 44,442 | I am a developer by profession | 25-34 years old | Master’s degree (M.A., M.S., M.Eng., MBA, etc.) | Employed | Caring for dependents (children, elderly, etc.) | 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) | Yes, I learned how to use AI-enabled tools required for my job or to benefit my career | Online Courses or Certification (includes all media types);Blogs or podcasts | 14 | Developer, mobile | 100 to 499 employees | People manager | Remote | No | Work | Reliability and low latency
NA | Prohibitive pricing
NA | Other: | Competitive pay and benefits
NA | No | I have somewhat considered changing my career and/or the industry I work in | 10 | 10 | France | EUR European Euro | 97,000 | Yes | Bash/Shell (all shells);Kotlin;Swift | Kotlin;Swift | Kotlin;Swift | NA
NA | Yes | SQLite | SQLite | SQLite | NA
NA | No | null | null | null | NA
NA | No | null | null | null | NA
NA | Yes | Android Studio;Cursor;Xcode | Android Studio;Cursor | Android Studio;Cursor | NA
NA | null | null | null | null | null | MacOS;Android | MacOS;Android;iOS | Confluence;GitHub;Google Workspace;Trello | Confluence;GitHub;Google Workspace;Trello | Confluence;GitHub;Google Workspace;Trello | NA
NA | LinkedIn;Medium | LinkedIn;Medium | LinkedIn;Medium | 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 | Infrequently, less than once per year | Lists of recommendations (tools, frameworks, technologies, etc.);Job board;Day-in-the-life profiles/interviews with experts | Directly open a Q&A post via search, documentation or a peer
NA | Neutral | More than half the time | Yes, I use AI tools daily | Favorable | Neither trust nor distrust | Neither good or bad at handling complex tasks | Writing code;Search for answers | Learning about a codebase;Project planning;Debugging or fixing code;Predictive analytics;Learning new concepts or technologies | Testing code;Committing and reviewing code;Deployment and monitoring | Documenting code;Generating content or synthetic data;Creating or maintaining documentation | null | AI solutions that are almost right, but not quite;Debugging AI-generated code is more time-consuming;It’s hard to understand how or why the code works | No, not really. | No, I use AI exclusively in copilot/autocomplete mode | Yes, somewhat | Software engineering | null | AI agents have reduced the time spent on specific development tasks. | AI agents have increased my productivity.;AI agents have helped me automate repetitive tasks.;AI agents have accelerated my learning about new technologies or codebases.;AI agents have helped me solve complex problems more effectively.;AI agents have improved collaboration within my team. | AI agents have improved the quality of my code. | 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 | null | I am concerned about the accuracy of the information provided by AI agents.;I have concerns about the security and privacy of data when using AI agents. | Integrating AI agents with my existing tools and workflows can be difficult.;The cost of using certain AI agent platforms is a barrier. | 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 | Collaboration with Product/Design, product skills. | 112,534 | 8 |
44,442 | 44,443 | I am a developer by profession | 25-34 years old | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Employed | null | 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 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 |
44,443 | 44,444 | I am a developer by profession | 35-44 years old | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Independent contractor, freelancer, or self-employed | Caring for dependents (children, elderly, etc.) | 15 | 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) | 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);Stack Overflow or Stack Exchange;Games or coding challenges | 20 | Developer, full-stack | null | null | null | No | Work | null | null | Software Development | You like your manager
NA | I'm not sure | I have neither consider or transitioned into a new career or industry | 3 | 2 | Ukraine | UAH Ukrainian hryvnia | null | Yes | HTML/CSS;JavaScript;PHP | null | null | NA
NA | Yes | MariaDB;MySQL | null | null | NA
NA | Yes | Docker;npm | null | null | NA
NA | No | null | null | null | NA
NA | No | null | null | null | NA
NA | null | null | null | null | null | Windows;MacOS;Ubuntu | null | GitHub;Jira;Miro;Notion | null | null | NA
NA | Stack Overflow;Stack Exchange;YouTube;Medium | null | null | NA
NA | Yes | Gemini (Flash general purpose models);openAI GPT (chatbot models);Perplexity Sonar models;X Grok models | null | null | NA
NA | Yes | A few times per week | Between 10 and 15 years | I have never participated in Q&A on Stack Overflow | Message Boards;Long-form articles;Videos;Chat (bot/AI) | Ask a question
NA | No, not at all | More than half the time | Yes, I use AI tools monthly or infrequently | 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 | null | 9 |
44,444 | 44,445 | I am a developer by profession | 18-24 years old | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Employed | Engaged in paid work (20-29 hours per week) | null | Yes, I am not new to coding but am learning new coding techniques or programming language | Videos (not associated with specific online course or certification);Technical documentation (is generated for/by the tool or system) | No, I learned something that was not related to AI or AI enablement for my personal curiosity and/or hobbies | null | 4 | Developer, back-end | 20 to 99 employees | Individual contributor | In-person | No | Personal Project | AI integration or AI Agent capabilities
NA | Lack of or sub-par API
NA | Software Development | Competitive pay and benefits
NA | No | I have neither consider or transitioned into a new career or industry | 5 | 2 | India | INR Indian rupee | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | Yes | A few times per week | Less than one year | I have never participated in Q&A on Stack Overflow | Coding challenges;Day-in-the-life profiles/interviews with experts | Use discussion or chat feature
NA | Yes, somewhat | More than half the time | Yes, I use AI tools daily | Indifferent | Neither trust nor distrust | Good, but not great at handling complex tasks | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 2 |
44,445 | 44,446 | 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);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 | 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) | 10 | Developer, embedded applications or devices | 20 to 99 employees | Individual contributor | In-person | No | Work | null | null | Government | 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 |
44,446 | 44,447 | I am a developer by profession | 25-34 years old | Master’s degree (M.A., M.S., M.Eng., MBA, etc.) | Employed | Engaged in paid work (20-29 hours per week) | 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);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 |
44,447 | 44,448 | I code primarily as a hobby | 45-54 years old | Master’s degree (M.A., M.S., M.Eng., MBA, etc.) | Employed | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
44,448 | 44,449 | 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 | 8 | Yes, I am not new to coding but am learning new coding techniques or programming language | Other online resources (e.g. standard search, forum, online community);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 | AI CodeGen tools or AI-enabled apps;Colleague or on-the-job training | 15 | Architect, software or solutions | 1,000 to 4,999 employees | Individual contributor | Hybrid (some remote, leans heavy to in-person) | Yes, I influenced the purchase of a substantial addition to the tech stack | Work | 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 |
44,449 | 44,450 | I work with developers or my work supports developers but am not a developer by profession | 35-44 years old | Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.) | Employed | Caring for dependents (children, elderly, etc.) | 16 | Yes, I am not new to coding but am learning new coding techniques or programming language | Books / Physical media;Stack Overflow or Stack Exchange;Technical documentation (is generated for/by the tool or system);AI CodeGen tools or AI-enabled apps;Coding Bootcamp;Games or coding challenges | 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 |
44,450 | 44,451 | I am a developer by profession | 35-44 years old | Professional degree (JD, MD, Ph.D, Ed.D, etc.) | Independent contractor, freelancer, or self-employed | Caring for dependents (children, elderly, etc.);Volunteering (regularly);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);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 | 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);Online Courses or Certification (includes all media types) | 30 | Developer, full-stack | Just me - I am a freelancer, sole proprietor, etc. | Individual contributor | Remote | Yes, I influenced the purchase of a substantial addition to the tech stack | Work | Customizable and manageable codebase
NA | Security or privacy concerns
NA | Software Development | Autonomy and trust to manage your own tasks
NA | No | I have strongly considered changing my career and/or the industry I work in | null | null | Bulgaria | EUR European Euro | null | Yes | Bash/Shell (all shells);HTML/CSS;JavaScript;PHP;Python;SQL | Bash/Shell (all shells);HTML/CSS;PHP;Python;SQL | Bash/Shell (all shells);HTML/CSS;PHP;Python;SQL | NA
NA | Yes | MariaDB;MySQL | MariaDB;MySQL | MariaDB;MySQL | NA
NA | No | 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 distrust | Very well at handling complex tasks | Committing and reviewing code | null | Testing code;Deployment and monitoring;Predictive analytics | Learning about a codebase | Project planning;Writing code;Documenting code;Debugging or fixing code;Search for answers;Generating content or synthetic data;Creating or maintaining documentation;Learning new concepts or technologies | I haven’t encountered any problems | yes | Yes, I use AI agents at work daily | Yes, to a great extent | Business process automation;IT operations;Data and analytics;Customer service support;Marketing | Language processing;Agent/multi-agent orchestration;MCP servers;Personalized agent creation | null | AI agents have improved the quality of my code.;AI agents have improved collaboration within my team. | null | AI agents have increased my productivity.;AI agents have helped me automate repetitive tasks.;AI agents have accelerated my learning about new technologies or codebases.;AI agents have helped me solve complex problems more effectively.;AI agents have reduced the time spent on specific development tasks. | null | I am concerned about the accuracy of the information provided by AI agents.;The cost of using certain AI agent platforms is a barrier.;My company's IT and/or InfoSec teams have strict rules that do not allow me to use AI agent tools or platforms | It takes significant time and effort to learn how to use AI agents effectively. | null | null | Integrating AI agents with my existing tools and workflows can be difficult.;I have concerns about the security and privacy of data when using AI agents. | null | custom | null | null | null | null | null | null | I don’t think I’ll need help from people anymore | null | null | 5 |
44,451 | 44,452 | I work with developers or my work supports developers but am not a developer by profession | 25-34 years old | Other (please specify): | Employed | Engaged in paid work (20-29 hours per week) | 3 | No, I am not new to coding and did not learn new coding techniques or programming languages | null | Yes, I learned how to use AI-enabled tools 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);Stack Overflow or Stack Exchange | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
44,452 | 44,453 | I am a developer by profession | 55-64 years old | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Not employed | None of the above | 25 | 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 | 30 | Developer, full-stack | null | null | null | null | Work | Other (please specify):
What do I need for the job | Prohibitive pricing
NA | null | Solving real-world problems
NA | No | I have somewhat considered changing my career and/or the industry I work in | null | 3 | United States of America | USD United States dollar | 110,000 | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | Yes | A few times per month or weekly | Between 5 and 10 years | Infrequently, less than once per year | Chat (people);Message Boards | null | null | null | No, and I don't plan to | Favorable | Somewhat trust | I don't use AI tools for complex tasks / I don't know | null | Learning about a codebase;Project planning;Writing code;Documenting code;Debugging or fixing code;Testing code;Committing and reviewing code;Deployment and monitoring;Predictive analytics;Search for answers;Generating content or synthetic data;Creating or maintaining documentation;Learning new concepts or technologies;Other (write in): | null | null | null | I don’t use AI tools regularly | No. | No, and I don't plan to | Not at all or minimally | null | null | null | null | null | null | null | I am concerned about the accuracy of the information provided by AI agents.;Integrating AI agents with my existing tools and workflows can be difficult.;It takes significant time and effort to learn how to use AI agents effectively.;The cost of using certain AI agent platforms is a barrier.;I have concerns about the security and privacy of data when using AI agents.;My company's IT and/or InfoSec teams have strict rules that do not allow me to use AI agent tools or platforms;Write in the most significant challenge if not listed above: | null | null | null | null | null | null | null | null | null | null | null | null | When I want to compare different solutions | Unsure. | 110,000 | 5 |
44,453 | 44,454 | I am a developer by profession | 25-34 years old | Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.) | Employed | null | 14 | Yes, I am not new to coding but am learning new coding techniques or programming language | Other online resources (e.g. standard search, forum, online community);Videos (not associated with specific online course or certification);Stack Overflow or Stack Exchange;Technical documentation (is generated for/by the tool or system);Blogs or podcasts;Games or coding challenges | No, I learned something that was not related to AI or AI enablement as required for my job or to benefit my career | null | 20 | Developer, back-end | 10,000 or more employees | People manager | Hybrid (some in-person, leans heavy to flexibility) | No | null | Reputation for quality
NA | Prohibitive pricing
NA | Healthcare | Competitive pay and benefits
NA | No | I have strongly considered changing my career and/or the industry I work in | 5 | 5 | Croatia | EUR European Euro | 67,000 | Yes | C#;Go;HTML/CSS;JavaScript;Rust;SQL;TypeScript | C#;Elixir;Erlang;Go;Rust;TypeScript;Gleam | C#;Go;Rust;TypeScript | NA
NA | Yes | Cosmos DB;Databricks SQL;Microsoft SQL Server;MongoDB | Databricks SQL;Elasticsearch;MongoDB;Snowflake | Databricks SQL;MongoDB | NA
NA | Yes | Cargo;Chocolatey;Docker;Microsoft Azure;MSBuild;npm;NuGet;pnpm | Bun;Cargo;Chocolatey;Cloudflare;Docker;Microsoft Azure;NuGet;pnpm | Cargo;Chocolatey;Docker;Microsoft Azure;NuGet;pnpm | NA
NA | Yes | ASP.NET;ASP.NET Core;Astro;Next.js;React | ASP.NET;ASP.NET Core;Astro;Blazor;Deno;Next.js;React;Axum | ASP.NET;ASP.NET Core;Astro;Next.js;React | NA
NA | No | null | null | null | NA
NA | .NET 8 or higher | .NET 8 or higher;Shadcn/ui | .NET 8 or higher | null | null | Windows;Windows Subsystem for Linux (WSL) | Windows;Windows Subsystem for Linux (WSL) | Azure Devops;Confluence;GitHub;GitLab;Obsidian | Clickup;GitHub;GitLab;Obsidian | GitHub;GitLab;Obsidian | NA
NA | Stack Overflow;Stack Exchange;Discord;Reddit;GitHub (public projects, not private repos);X;YouTube;Twitch;LinkedIn | Stack Overflow;Stack Exchange;Discord;Reddit;GitHub (public projects, not private repos);YouTube;Twitch | Stack Overflow;Stack Exchange;Discord;Reddit;GitHub (public projects, not private repos);YouTube;Twitch | NA
NA | No | null | null | null | NA
NA | null | null | null | null | null | null | null | null | No, and I don't plan to | Very unfavorable | Somewhat distrust | Very poor at handling complex tasks | null | Learning about a codebase;Project planning;Writing code;Documenting code;Debugging or fixing code;Testing code;Committing and reviewing code;Deployment and monitoring;Predictive analytics;Search for answers;Generating content or synthetic data;Creating or maintaining documentation;Learning new concepts or technologies;Other (write in): | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 77,730 | 6 |
44,454 | 44,455 | I am a developer by profession | 35-44 years old | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Employed | Engaged in paid work (less than 10 hours per week) | 16 | 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 | 20 | Architect, software or solutions | 1,000 to 4,999 employees | People manager | Remote | Yes, I influenced the purchase of a substantial addition to the tech stack | Work | Good brand and public image
NA | Prohibitive pricing
NA | Software Development | null | No | I have neither consider or transitioned into a new career or industry | null | null | Brazil | BRL Brazilian real | 300,000 | 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 | Multiple times per day | More than 15 years, or since Stack Overflow started in 2008 | null | null | null | null | null | Yes, I use AI tools daily | Favorable | Somewhat trust | Bad at handling complex tasks | null | null | null | null | null | null | 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 | 54,611 | 9 |
44,455 | 44,456 | I used to be a developer by profession, but no longer am | 45-54 years old | Professional degree (JD, MD, Ph.D, Ed.D, etc.) | Employed | Engaged in paid work (20-29 hours per week) | 30 | 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 |
44,456 | 44,457 | I am a developer by profession | 45-54 years old | Professional degree (JD, MD, Ph.D, Ed.D, etc.) | 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);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 | Technical documentation (is generated for/by the tool or system);Videos (not associated with specific online course or certification);Other online resources (e.g. standard search, forum, online community);Blogs or podcasts | 20 | Architect, software or solutions | 10,000 or more employees | Individual contributor | Remote | No | Work | Reputation for quality
NA | null | Software Development | Job stability and career growth with a single employer
NA | Yes | I have neither consider or transitioned into a new career or industry | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 8 |
44,457 | 44,458 | I am learning to code | 35-44 years old | Primary/elementary school | Student | Engaged in paid work (20-29 hours per week) | 1 | No, I am not new to coding and did not learn new coding techniques or programming languages | null | Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies | School (i.e., University, College, etc) | 2 | Other (please specify): | Just me - I am a freelancer, sole proprietor, etc. | null | null | Yes, I influenced the purchase of a substantial addition to the tech stack | Work | null | null | Insurance | null | Yes | I have strongly considered changing my career and/or the industry I work in | 12 | 12 | Bangladesh | BDT Bangladeshi taka | null | No | null | null | null | NA
NA | Yes | BigQuery | BigQuery | BigQuery | NA
NA | Yes | Ansible | Ansible | Ansible | NA
NA | Yes | Angular | Angular | Angular | NA
NA | Yes | Aider;Android Studio;Bolt;Claude Code;Cline and/or Roo;Cursor;Eclipse;IntelliJ IDEA;Jupyter Notebook/JupyterLab;Lovable.dev;Nano;Neovim;Notepad++;PhpStorm;PyCharm;Rider;RustRover;Sublime Text;Trae;Vim;Visual Studio;Visual Studio Code;VSCodium;WebStorm;Windsurf;Xcode;Zed | null | null | NA
NA | RAG | c++23;RAG | RAG | 2cr0r | null | Windows | Windows | YouTrack | YouTrack | YouTrack | NA
NA | Stack Overflow | Stack Overflow | Stack Overflow | NA
NA | Yes | Alibaba Cloud Qwen models | null | null | NA
NA | Yes | null | I don't use Stack Overflow | I have never participated in Q&A on Stack Overflow | Long-form articles | Answer a question
NA | Neutral | null | Yes, I use AI tools daily | Very unfavorable | null | Very well at handling complex tasks | null | null | null | null | Documenting code | Debugging AI-generated code is more time-consuming | b | Yes, I use AI agents at work daily | Yes, to a great extent | Business process automation;Data and analytics | null | null | null | null | AI agents have increased my productivity. | null | null | null | I am concerned about the accuracy of the information provided by AI agents. | null | null | Fireproof;GitHub MCP Server;ChromaDB | null | Agno | null | Adversarial Robustness Toolbox (ART) | null | Bolt.new | null | When I need help fixing complex or unfamiliar code | yes
| null | null |
44,458 | 44,459 | I am a developer by profession | 35-44 years old | Some college/university study without earning a degree | Employed | None of the above | 12 | Yes, I am not new to coding but am learning new coding techniques or programming language | Other online resources (e.g. standard search, forum, online community);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 | 18 | Developer, full-stack | Less than 20 employees | Individual contributor | Hybrid (some in-person, leans heavy to flexibility) | No | Personal Project | Costs are manageable
NA | Prohibitive pricing
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 |
44,459 | 44,460 | 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);Engaged in paid work (20-29 hours per week) | 13 | No, I am not new to coding and did not learn new coding techniques or programming languages | null | No, I learned something that was not related to AI or AI enablement for my personal curiosity and/or hobbies | null | 25 | DevOps engineer or professional | 10,000 or more employees | Individual contributor | Your choice (very flexible, you can come in when you want or just as needed) | Yes, I influenced the purchase of a substantial addition to the tech stack | Work | Reliability and low latency
NA | Inefficient or time-costly
NA | Software Development | null | No | I have neither consider or transitioned into a new career or industry | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
44,460 | 44,461 | 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 | 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);Colleague or on-the-job training;Blogs or podcasts;Games or coding challenges | No, I learned something that was not related to AI or AI enablement for my personal curiosity and/or hobbies | null | 7 | Developer, back-end | I don’t know | People manager | In-person | Yes, I influenced the purchase of a substantial addition to the tech stack | Work | null | null | Government | null | No | I have neither consider or transitioned into a new career or industry | null | 3 | Sweden | SEK Swedish krona | null | Yes | Bash/Shell (all shells);C;C#;C++;HTML/CSS;JavaScript;PowerShell;SQL | Bash/Shell (all shells);C++;SQL | Bash/Shell (all shells);C++;SQL | NA
NA | Yes | Microsoft SQL Server | Elasticsearch;Redis | null | NA
NA | Yes | Ansible;Docker;Kubernetes;Podman;Prometheus | Ansible;Docker;Kubernetes | Ansible;Docker;Kubernetes | NA
NA | No | null | null | null | NA
NA | No | null | null | null | NA
NA | null | null | null | null | null | Linux (non-WSL);Arch | Windows;Windows Subsystem for Linux (WSL);Fedora | Confluence;GitHub;Jira | Obsidian | null | NA
NA | Stack Overflow | Stack Overflow | Stack Overflow | NA
NA | No | null | null | null | NA
NA | Not sure/can't remember | A few times per week | Between 5 and 10 years | I have never participated in Q&A on Stack Overflow | Message Boards;Chat (bot/AI) | null | No, not really | I don't use AI or AI-enabled tools | Yes, I use AI tools monthly or infrequently | Unfavorable | Somewhat distrust | Very poor at handling complex tasks | null | Project planning;Testing code;Committing and reviewing code;Deployment and monitoring | Learning about a codebase;Writing code;Documenting code;Debugging or fixing code;Predictive analytics;Search for answers;Generating content or synthetic data;Creating or maintaining documentation;Learning new concepts or technologies | null | null | I don’t use AI tools regularly | 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 | null | 8 |
44,461 | 44,462 | I am a developer by profession | 45-54 years old | Master’s degree (M.A., M.S., M.Eng., MBA, etc.) | Employed | Engaged in paid work (20-29 hours per week) | 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);Other online resources (e.g. standard search, forum, online community);Videos (not associated with specific online course or certification);AI CodeGen tools or AI-enabled apps;Colleague or on-the-job training;Blogs or podcasts | Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies | Videos (not associated with specific online course or certification);Blogs or podcasts | 35 | 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) | 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 | Robust and complete API
NA | Security or privacy concerns
NA | Software Development | null | Yes | I have neither consider or transitioned into a new career or industry | null | null | Poland | PLN Polish zloty | null | Yes | C#;HTML/CSS;Java;JavaScript;TypeScript | C#;C++;HTML/CSS;Java;JavaScript;TypeScript | C#;HTML/CSS;Java;JavaScript;TypeScript | NA
NA | Yes | Dynamodb;MongoDB;Redis | Redis | Redis | NA
NA | Yes | Amazon Web Services (AWS);Gradle;Terraform | Gradle | Gradle | NA
NA | Yes | ASP.NET Core;NestJS;Node.js;React | ASP.NET Core;Blazor;Node.js;React;Spring Boot | ASP.NET Core;Node.js;React | NA
NA | Yes | IntelliJ IDEA;Rider;Visual Studio Code;WebStorm | IntelliJ IDEA;Rider;Visual Studio Code;WebStorm | IntelliJ IDEA;Rider;Visual Studio Code;WebStorm | NA
NA | .NET 8 or higher;Tailwind CSS 4 | .NET 8 or higher;Tailwind CSS 4 | .NET 8 or higher;Tailwind CSS 4 | null | null | Windows;Ubuntu;Windows Subsystem for Linux (WSL);Pop!_OS | Windows;Windows Subsystem for Linux (WSL) | Confluence;GitLab;Jira | Confluence;GitLab;Jira | Confluence;GitLab;Jira | NA
NA | null | null | null | NA
NA | Yes | DeepSeek (R- Reasoning models);openAI GPT (chatbot models) | DeepSeek (R- Reasoning models);openAI GPT (chatbot models) | DeepSeek (R- Reasoning models);openAI GPT (chatbot models) | NA
NA | Not sure/can't remember | A few times per month or weekly | More than 15 years, or since Stack Overflow started in 2008 | I have never participated in Q&A on Stack Overflow | Chat (people);Lists of recommendations (tools, frameworks, technologies, etc.);Chat (bot/AI) | Read and/or vote on comments for a Question or Answer I am interested in
NA | Neutral | Rarely, almost never | Yes, I use AI tools daily | Indifferent | Somewhat distrust | 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 | 9 |
44,462 | 44,463 | I am a developer by profession | 18-24 years old | Master’s degree (M.A., M.S., M.Eng., MBA, etc.) | Student | Attending school (full-time) | null | No, I am not new to coding and did not learn new coding techniques or programming languages | null | Yes, I learned how to use AI-enabled tools required for my job or to benefit my career | AI CodeGen tools or AI-enabled apps | 4 | Student | null | null | null | null | Personal Project | Easy-to-use API
NA | Lack of or sub-par API
NA | null | null | Yes | I have neither consider or transitioned into a new career or industry | null | null | Algeria | DZD Algerian dinar | null | Yes | HTML/CSS;JavaScript;Python;R;TypeScript | Go | null | NA
NA | Yes | MongoDB;PostgreSQL;SQLite | Firebase Realtime Database;Redis;Supabase | null | NA
NA | Yes | Digital Ocean;Docker;Kubernetes;Netlify;npm;Pip;Vite | Bun;Digital Ocean;Docker;Firebase;Kubernetes;Microsoft Azure;Supabase;Terraform | Digital Ocean;Docker;Kubernetes | NA
NA | Yes | Django;Next.js;React | Express;FastAPI;Node.js;Svelte | null | NA
NA | Yes | Android Studio;Visual Studio Code | null | null | NA
NA | Tailwind CSS 4;Shadcn/ui | null | null | null | null | Windows;Android | Windows | GitHub;Google Colab;Google Workspace;Notion;Obsidian;Trello | GitHub;GitLab | GitHub | NA
NA | GitHub (public projects, not private repos);YouTube | null | null | NA
NA | Yes | DeepSeek (R- Reasoning models);openAI GPT (chatbot models) | Anthropic: Claude Sonnet | null | NA
NA | Yes | Infrequently, less than once per year | I don't use Stack Overflow | Infrequently, less than once per year | null | Directly open a Q&A post via search, documentation or a peer
NA | No, not at all | Rarely, almost never | Yes, I use AI tools daily | Favorable | Somewhat trust | Good, but not great at handling complex tasks | Learning about a codebase;Writing code;Documenting code;Testing code;Creating or maintaining documentation | null | Deployment and monitoring | Committing and reviewing code;Predictive analytics;Generating content or synthetic data | Project planning;Debugging or fixing code;Search for answers;Learning new concepts or technologies | I’ve become less confident in my own problem-solving | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
44,463 | 44,464 | I am not primarily a developer, but I write code sometimes as part of my work/studies | 55-64 years old | Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.) | Employed | None of the above | 25 | Yes, I am new to coding or currently a student | Other online resources (e.g. standard search, forum, online community);Videos (not associated with specific online course or certification);Stack Overflow or Stack Exchange | No, I didn't spend time learning in the past year | null | 15 | 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 |
44,464 | 44,465 | I work with developers or my work supports developers but am not a developer by profession | 18-24 years old | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Employed | None of the above | null | Yes, I am new to coding or currently a student | Online Courses or Certification (includes all media types);Books / Physical media;Videos (not associated with specific online course or certification);Technical documentation (is generated for/by the tool or system);AI CodeGen tools or AI-enabled apps;Coding Bootcamp | Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies | AI CodeGen tools or AI-enabled apps;Videos (not associated with specific online course or certification) | 1 | Developer, desktop or enterprise applications | 100 to 499 employees | Individual contributor | In-person | No | Work | Easy-to-use API
NA | Ethical concerns
NA | Software Development | null | Yes | I have somewhat considered changing my career and/or the industry I work in | 3 | 1 | Taiwan | TWD New Taiwan dollar | 550,000 | Yes | C#;HTML/CSS;JavaScript;PowerShell;SQL | Bash/Shell (all shells);C#;HTML/CSS;JavaScript;PowerShell;Python;SQL;TypeScript | C#;HTML/CSS;JavaScript;PowerShell;SQL | NA
NA | Yes | IBM DB2;Microsoft SQL Server | BigQuery;Cloud Firestore;Microsoft SQL Server;PostgreSQL;Redis | Microsoft SQL Server | NA
NA | Yes | Microsoft Azure;NuGet | Amazon Web Services (AWS);Cloudflare;Docker;Google Cloud;Kubernetes;Microsoft Azure;MSBuild;NuGet;Webpack | Microsoft Azure;NuGet | NA
NA | Yes | ASP.NET;ASP.NET Core;jQuery | ASP.NET;ASP.NET Core;jQuery | ASP.NET;ASP.NET Core;jQuery | NA
NA | No | null | null | null | NA
NA | .NET 8 or higher | .NET 8 or higher | .NET 8 or higher | null | null | Windows | Windows | Azure Devops;Microsoft Planner | Azure Devops;Microsoft Planner | Azure Devops;Microsoft Planner | NA
NA | Stack Overflow;Stack Exchange;Reddit;GitHub (public projects, not private repos);YouTube;Medium | Stack Overflow;Stack Exchange;Reddit;GitHub (public projects, not private repos);YouTube;Medium | Stack Overflow;Stack Exchange;Reddit;GitHub (public projects, not private repos);YouTube;Medium | NA
NA | Yes | openAI GPT (chatbot models);openAI Image generating models | openAI GPT (chatbot models);openAI Image generating models | openAI GPT (chatbot models);openAI Image generating models | NA
NA | Yes | A few times per week | Less than one year | Infrequently, less than once per year | Chat (people);Message Boards;Videos;Coding challenges;Logic games/puzzles;Lists of recommendations (tools, frameworks, technologies, etc.);Job board;Day-in-the-life profiles/interviews with experts;Chat (bot/AI) | Bookmark posts to look at later
NA | Neutral | Less than half of the time | Yes, I use AI tools daily | Very favorable | Somewhat trust | Good, but not great at handling complex tasks | Project planning;Writing code | null | Deployment and monitoring | Documenting code;Testing code;Predictive analytics;Generating content or synthetic data;Creating or maintaining documentation | Learning about a codebase;Debugging or fixing code;Committing and reviewing code;Search for answers;Learning new concepts or technologies | AI solutions that are almost right, but not quite;Debugging AI-generated code is more time-consuming | Sometime, it does. I gave code context, situation with request, and it gave me solution. It quite be a "vibe coding" even if i need to test and debug. | No, but I plan to | Yes, somewhat | null | null | null | null | null | null | null | The cost of using certain AI agent platforms is a barrier. | I have concerns about the security and privacy of data when using AI agents.;My company's IT and/or InfoSec teams have strict rules that do not allow me to use AI agent tools or platforms | null | I am concerned about the accuracy of the information provided by AI agents.;Integrating AI agents with my existing tools and workflows can be difficult.;It takes significant time and effort to learn how to use AI agents effectively. | null | null | null | null | null | null | null | null | null | When I want to compare different solutions;When I need help fixing complex or unfamiliar code | null | 18,637 | null |
44,465 | 44,466 | 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) | 14 | Yes, I am not new to coding but am learning new coding techniques or programming language | Videos (not associated with specific online course or certification) | Yes, I learned how to use AI-enabled tools required for my job or to benefit my career | Videos (not associated with specific online course or certification) | null | Project manager | Less than 20 employees | 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 |
44,466 | 44,467 | I code primarily as a hobby | 65 years or older | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Independent contractor, freelancer, or self-employed | Volunteering (regularly) | 41 | 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;Blogs or podcasts | No, I learned something that was not related to AI or AI enablement for my personal curiosity and/or hobbies | null | 41 | Developer, desktop or enterprise applications | 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 |
44,467 | 44,468 | 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 | 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 for my personal curiosity and/or hobbies | AI CodeGen tools or AI-enabled apps;Technical documentation (is generated for/by the tool or system);Videos (not associated with specific online course or certification);Online Courses or Certification (includes all media types);Blogs or podcasts | 27 | Developer, back-end | null | null | null | Yes, I endorsed a tool that was open-source and is currently used by more than just myself but no purchase was made | Work | Easy-to-use API
NA | Poor usability
NA | Software Development | Solving real-world problems
NA | No | I have neither consider or transitioned into a new career or industry | 20 | 15 | United States of America | USD United States dollar | 149,000 | Yes | C#;F#;HTML/CSS;JavaScript;PowerShell;R;SQL;Visual Basic (.Net) | TypeScript | null | NA
NA | Yes | Microsoft SQL Server;Amazon Redshift | Microsoft SQL Server | Microsoft SQL Server | NA
NA | Yes | Amazon Web Services (AWS);Microsoft Azure;npm;NuGet | Microsoft Azure;NuGet | Microsoft Azure;NuGet | NA
NA | Yes | Angular;ASP.NET;ASP.NET Core;jQuery | Angular;ASP.NET Core;jQuery;Node.js;Vue.js | Angular;ASP.NET Core;jQuery | NA
NA | Yes | Visual Studio | null | null | NA
NA | .NET 8 or higher | .NET 8 or higher | .NET 8 or higher | null | null | Windows;Ubuntu;Android;Windows Subsystem for Linux (WSL);iOS | Windows | Azure Devops;Confluence;GitHub;Jira | Azure Devops;GitHub;GitLab | Azure Devops;GitHub | NA
NA | Stack Overflow;Stack Exchange;Reddit;Hacker News;GitHub (public projects, not private repos);Bluesky;Kaggle;YouTube;LinkedIn;Substack;Medium | Stack Overflow;Stack Exchange;Reddit;Hacker News;GitHub (public projects, not private repos);Bluesky;Kaggle | Stack Overflow;Stack Exchange;Reddit;Hacker News;GitHub (public projects, not private repos);Bluesky;Kaggle | NA
NA | No | null | null | null | NA
NA | Yes | A few times per month or weekly | More than 15 years, or since Stack Overflow started in 2008 | Infrequently, less than once per year | Chat (people);Message Boards;Long-form articles;Lists of recommendations (tools, frameworks, technologies, etc.);Direct messaging of users;Job board | Read and/or vote on comments for a Question or Answer I am interested in
NA | Yes, somewhat | More than half the time | Yes, I use AI tools monthly or infrequently | Very unfavorable | Highly distrust | Very poor at handling complex tasks | null | Learning about a codebase;Project planning;Writing code;Deployment and monitoring;Learning new concepts or technologies | Documenting code;Debugging or fixing code;Testing code;Committing and reviewing code;Predictive analytics;Search for answers;Generating content or synthetic data;Creating or maintaining documentation | null | null | AI solutions that are almost right, but not quite;Debugging AI-generated code is more time-consuming;Other (write in): | No. Stop it.
(this seems to be an AI marketing term adopted by tech management and other people who do not actually do software development to make them feel "empowered"(??) and experienced in something they know little to nothing about) | No, and I don't plan to | No, but my development work has changed somewhat due to non-AI factors | null | null | null | null | null | null | null | null | null | I am concerned about the accuracy of the information provided by AI agents.;Integrating AI agents with my existing tools and workflows can be difficult.;It takes significant time and effort to learn how to use AI agents effectively.;The cost of using certain AI agent platforms is a barrier.;I have concerns about the security and privacy of data when using AI agents.;My company's IT and/or InfoSec teams have strict rules that do not allow me to use AI agent tools or platforms;Write in the most significant challenge if not listed above: | null | null | null | null | null | null | null | null | null | null | Other (please specify): | Ethics
Ability to reason about the code base (the instruction set/product manual of your digital service)
True understanding of data models and how data are persisted and queried
Cybersecurity to secure systems as hacking becomes hyper-enabled by (dangerous/harmful) AI generated code
Understanding of the basics of software development
Understanding of the basic networking concepts and protocols that underly the Internet and local/private networks
| 149,000 | 8 |
44,468 | 44,469 | I am a developer by profession | 25-34 years old | Some college/university study without earning a degree | Employed | Engaged in paid work (10-19 hours per week);Engaged in paid work (less than 10 hours per week) | 5 | Yes, I am not new to coding but am learning new coding techniques or programming language | Other online resources (e.g. standard search, forum, online community);Videos (not associated with specific online course or certification);Stack Overflow or Stack Exchange;AI CodeGen tools or AI-enabled apps;Blogs or podcasts | No, I learned something that was not related to AI or AI enablement for my personal curiosity and/or hobbies | null | 9 | Developer, front-end | 100 to 499 employees | Individual contributor | Remote | No | Work | 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 |
44,469 | 44,470 | 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 | 18 | Yes, I am not new to coding but am learning new coding techniques or programming language | Other online resources (e.g. standard search, forum, online community);Stack Overflow or Stack Exchange;Technical documentation (is generated for/by the tool or system) | 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;Stack Overflow or Stack Exchange | 22 | Developer, full-stack | null | null | null | No | Personal Project | Connected to an open-source project
NA | Security or privacy concerns
NA | Software Development | null | I'm not sure | I have somewhat considered changing my career and/or the industry I work in | null | null | Spain | EUR European Euro | null | Yes | Bash/Shell (all shells);C;Elixir;Erlang;JavaScript;Python;Ruby;Rust | null | null | NA
NA | Yes | Elasticsearch;MariaDB;MySQL;PostgreSQL;Redis;SQLite | null | null | NA
NA | Yes | Ansible;APT;Cargo;Cloudflare;Docker;Homebrew;Make;npm;Pip;Prometheus;Yarn | null | null | NA
NA | Yes | Node.js;Phoenix;Ruby on Rails | null | null | NA
NA | Yes | Zed | null | null | NA
NA | Tailwind CSS 4;Polars;Large Language Model;RAG;Google Gemini;uv | null | null | null | null | MacOS | MacOS;Ubuntu | GitHub;Markdown File;Obsidian;Trello | null | null | NA
NA | Stack Overflow;Dev.to;GitHub (public projects, not private repos);Bluesky;X;YouTube;Medium | null | null | NA
NA | Yes | Anthropic: Claude Sonnet;DeepSeek (R- Reasoning models);Gemini (Flash general purpose models);Meta Llama (all models);Microsoft Phi-4 models;Mistral AI models;openAI GPT (chatbot models) | null | null | NA
NA | Yes | A few times per week | Between 10 and 15 years | null | null | null | null | null | Yes, I use AI tools daily | Indifferent | Highly distrust | I don't use AI tools for complex tasks / I don't know | Predictive analytics | Committing and reviewing code;Deployment and monitoring | Learning about a codebase;Project planning;Writing code;Learning new concepts or technologies | Documenting code;Debugging or fixing code;Testing code;Search for answers;Generating content or synthetic data;Creating or maintaining documentation | null | null | null | Yes, I use AI agents at work weekly | Not at all or minimally | null | null | null | null | null | null | null | null | null | null | null | null | Qdrant;pgvector | null | Ollama | null | null | null | ChatGPT;GitHub Copilot;Google Gemini | null | null | null | null | 8 |
44,470 | 44,471 | I am a developer by profession | 25-34 years old | Some college/university study without earning a degree | Employed | null | 10 | Yes, I am not new to coding but am learning new coding techniques or programming language | Online Courses or Certification (includes all media types);Other online resources (e.g. standard search, forum, online community);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 | 15 | Developer, back-end | 500 to 999 employees | Individual contributor | Hybrid (some in-person, leans heavy to flexibility) | No | Personal Project | Costs are manageable
NA | Availability of better alternatives
NA | Fintech | null | Yes | I have neither consider or transitioned into a new career or industry | null | null | Netherlands | 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 week | Between 10 and 15 years | Infrequently, less than once per year | Message Boards;Chat (bot/AI) | null | No, not really | About half of the time | Yes, I use AI tools daily | Favorable | Somewhat distrust | Very poor at handling complex tasks | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 10 |
44,471 | 44,472 | 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) | 17 | null | null | 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 |
44,472 | 44,473 | 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 |
44,473 | 44,474 | I used to be a developer by profession, but no longer am | 55-64 years old | Professional degree (JD, MD, Ph.D, Ed.D, etc.) | Independent contractor, freelancer, or self-employed | Transitioning to retirement (gradually reducing work hours);Attending school (part-time) | 26 | 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);Blogs or podcasts | Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies | Videos (not associated with specific online course or certification);Online Courses or Certification (includes all media types) | 27 | UX, Research Ops or UI design professional | null | null | null | Yes, I endorsed a tool that was ultimately not purchased or used at my organization | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
44,474 | 44,475 | 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 | 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 | 11 | Developer, desktop or enterprise applications | 100 to 499 employees | Individual contributor | Hybrid (some in-person, leans heavy to flexibility) | No | Personal Project | null | null | Banking/Financial Services | Job stability and career growth with a single employer
NA | No | I have transitioned into a new career and/or industry voluntarily | 10 | 8 | Germany | EUR European Euro | null | Yes | Bash/Shell (all shells);C;HTML/CSS;Java;JavaScript;SQL;TypeScript | Bash/Shell (all shells);C;HTML/CSS;Java;JavaScript;SQL;TypeScript | Bash/Shell (all shells);C;HTML/CSS;Java;JavaScript;SQL;TypeScript | NA
NA | Yes | H2;Microsoft SQL Server;Oracle | H2 | H2 | NA
NA | Yes | Docker;Make;Maven (build tool);npm | Docker;Make;Maven (build tool);Ninja;npm;Pacman;pnpm;Podman | Docker;Make;Maven (build tool);npm | NA
NA | Yes | Angular | Angular | Angular | NA
NA | Yes | Eclipse;IntelliJ IDEA;Nano;Visual Studio Code | Eclipse;IntelliJ IDEA;Nano;PyCharm;Visual Studio Code | Eclipse;IntelliJ IDEA;Nano;Visual Studio Code | NA
NA | null | null | null | null | null | Ubuntu;Linux (non-WSL);Arch | Windows;Windows Subsystem for Linux (WSL) | Confluence;GitLab;Jira | GitLab | GitLab | 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 | Bad at handling complex tasks | Learning about a codebase;Project planning;Writing code;Documenting code;Debugging or fixing code;Testing code;Deployment and monitoring;Search for answers;Generating content or synthetic data;Creating or maintaining documentation;Learning new concepts or technologies | Committing and reviewing code;Predictive analytics | null | null | null | AI solutions that are almost right, but not quite | null | No, I use AI exclusively in copilot/autocomplete mode | Not at all or minimally | 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 reduced the time spent on specific development tasks. | AI agents have improved collaboration within my team. | AI agents have helped me solve complex problems more effectively. | null | null | The cost of using certain AI agent platforms is a barrier.;I have concerns about the security and privacy of data when using AI agents.;My company's IT and/or InfoSec teams have strict rules that do not allow me to use AI agent tools or platforms | Write in the most significant challenge if not listed above: | I am concerned about the accuracy of the information provided by AI agents.;Integrating AI agents with my existing tools and workflows can be difficult. | It takes significant time and effort to learn how to use AI agents effectively. | null | null | null | null | null | null | null | null | null | When I don’t trust AI’s answers;When I want to compare different solutions;When I need help fixing complex or unfamiliar code | null | null | 8 |
44,475 | 44,476 | 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.) | I prefer not to say | null | 30 | 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 | 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;Stack Overflow or Stack Exchange | 25 | Engineering manager | null | null | null | null | Work | Connected to an open-source project
NA | Security or privacy concerns
NA | null | null | No | I have transitioned into a new career and/or industry voluntarily | 20 | 15 | Czech Republic | CZK Czech koruna | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | Yes, I use AI tools daily | Favorable | Somewhat trust | Good, but not great at handling complex tasks | Learning about a codebase;Writing code;Documenting code;Debugging or fixing code;Testing code;Predictive analytics;Search for answers;Generating content or synthetic data;Creating or maintaining documentation;Learning new concepts or technologies | Project planning | Committing and reviewing code;Deployment and monitoring | null | null | AI solutions that are almost right, but not quite | Not currently. Model quality is not yet there to practice some serious vibe coding. | Yes, I use AI agents at work monthly or infrequently | 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 | This is way too long survey. Giving up | null | null |
44,476 | 44,477 | I code primarily as a hobby | 55-64 years old | Some college/university study without earning a degree | Employed | Engaged in paid work (20-29 hours per week) | 45 | Yes, I am not new to coding but am learning new coding techniques or programming language | Other online resources (e.g. standard search, forum, online community);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 didn't spend time learning in the past year | null | 2 | Project manager | 20 to 99 employees | People manager | In-person | Yes, I influenced the purchase of a substantial addition to the tech stack | Work | Robust and complete API
NA | Prohibitive pricing
NA | Manufacturing | null | No | I have somewhat considered changing my career and/or the industry I work in | 5 | 2 | United States of America | USD United States dollar | 120,000 | Yes | C;C#;C++;SQL;VBA | C;C#;C++;SQL;VBA | C;C#;C++;SQL;VBA | No
No | Yes | BigQuery;Databricks SQL;MariaDB;MySQL;PostgreSQL;SQLite | BigQuery;Databricks SQL;MariaDB;MySQL;PostgreSQL;SQLite | BigQuery;Databricks SQL;MariaDB;MySQL;PostgreSQL;SQLite | No
No | No | null | null | null | NA
NA | No | null | null | null | NA
NA | No | null | null | null | NA
NA | null | null | null | No | No | Windows;Android | Windows;Android | GitHub | GitHub | GitHub | No
No | Stack Overflow;Stack Exchange;Reddit;YouTube;LinkedIn | Stack Overflow;Stack Exchange;Discord;Reddit;YouTube;Twitch | Stack Overflow;Stack Exchange;Reddit;YouTube | No
No | No | null | null | null | NA
NA | Not sure/can't remember | A few times per month or weekly | Between 5 and 10 years | Less than once per month or monthly | Lists of recommendations (tools, frameworks, technologies, etc.) | Ask a question
NA | Yes, somewhat | Rarely, almost never | No, but I plan to soon | Indifferent | Somewhat distrust | Neither good or bad at handling complex tasks | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 120,000 | null |
44,477 | 44,478 | I am learning to code | 45-54 years old | Some college/university study without earning a degree | Employed | Caring for dependents (children, elderly, etc.) | 1 | 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 |
44,478 | 44,479 | I am a developer by profession | 18-24 years old | Some college/university study without earning a degree | Student | Engaged in paid work (20-29 hours per week);Attending school (full-time) | null | Yes, I am new to coding or currently a student | Online Courses or Certification (includes all media types);Other online resources (e.g. standard search, forum, online community);Books / Physical media;Videos (not associated with specific online course or certification);Stack Overflow or Stack Exchange;Technical documentation (is generated for/by the tool or system);AI CodeGen tools or AI-enabled apps;Colleague or on-the-job training;Blogs or podcasts;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;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 | 5 | Developer, QA or test | 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 |
44,479 | 44,480 | I am a developer by profession | 25-34 years old | Master’s degree (M.A., M.S., M.Eng., MBA, etc.) | Employed | None of the above | 9 | 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);School (i.e., University, College, etc) | No, I learned something that was not related to AI or AI enablement as required for my job or to benefit my career | null | 16 | Developer, full-stack | 20 to 99 employees | Individual contributor | Remote | Yes, I endorsed a tool that was ultimately not purchased or used at my organization | Work | Customizable and manageable codebase
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 |
44,480 | 44,481 | I am a developer by profession | 25-34 years old | Associate degree (A.A., A.S., etc.) | Independent contractor, freelancer, or self-employed | Engaged in paid work (20-29 hours per week) | 6 | Yes, I am not new to coding but am learning new coding techniques or programming language | Other online resources (e.g. standard search, forum, online community);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 | Technical documentation (is generated for/by the tool or system);Other online resources (e.g. standard search, forum, online community) | 7 | Developer, full-stack | Just me - I am a freelancer, sole proprietor, etc. | Individual contributor | Remote | Yes, I influenced the purchase of a substantial addition to the tech stack | Work | null | null | Software Development | Solving real-world problems
NA | I'm not sure | I have neither consider or transitioned into a new career or industry | null | null | Tunisia | TND Tunisian dinar | 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 week | Between 5 and 10 years | null | null | null | null | null | Yes, I use AI tools daily | Favorable | Somewhat trust | Good, but not great at handling complex tasks | null | null | null | 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 | Yes | Yes, I use AI agents at work weekly | Yes, to a great extent | null | null | AI agents have increased my productivity.;AI agents have helped me automate repetitive tasks. | null | AI agents have improved the quality of my code. | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 7 |
44,481 | 44,482 | 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 | Attending school (part-time);Engaged in paid work (10-19 hours per week) | 24 | 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;Blogs or podcasts | 30 | Developer, full-stack | Just me - I am a freelancer, sole proprietor, etc. | Individual contributor | Remote | Yes, I endorsed a tool that was ultimately not purchased or used at my organization | Work | Easy-to-use API
NA | Prohibitive pricing
NA | Fintech | Competitive pay and benefits
NA | I'm not sure | I have strongly considered changing my career and/or the industry I work in | 10 | 3 | Spain | EUR European Euro | 180,000 | Yes | TypeScript | null | null | Solidity
Solidity | No | null | null | null | NA
NA | Yes | Amazon Web Services (AWS);Firebase;Netlify;Pip;pnpm;Yarn | Firebase;pnpm | Firebase;pnpm | NA
NA | No | null | null | null | NA
NA | Yes | Visual Studio Code | Visual Studio Code | Visual Studio Code | NA
NA | null | null | null | null | null | Windows;Windows Subsystem for Linux (WSL) | Windows;Windows Subsystem for Linux (WSL) | GitHub;Google Workspace;Markdown File;Miro;Notion;Trello | GitHub;Google Workspace;Markdown File;Miro;Notion;Trello | GitHub;Google Workspace;Markdown File;Miro;Notion;Trello | NA
NA | Discord;GitHub (public projects, not private repos);X;LinkedIn;Medium | Discord;GitHub (public projects, not private repos);X;LinkedIn;Medium | Discord;GitHub (public projects, not private repos);X;LinkedIn;Medium | NA
NA | No | null | null | null | NA
NA | Yes | Less than once every 2 - 3 months | More than 15 years, or since Stack Overflow started in 2008 | Infrequently, less than once per year | Videos;Chat (bot/AI) | Ask a question
NA | No, not really | Rarely, almost never | Yes, I use AI tools daily | Very favorable | Somewhat trust | Bad at handling complex tasks | Writing code;Documenting code;Testing code;Search for answers;Creating or maintaining documentation;Learning new concepts or technologies | Project planning;Deployment and monitoring;Predictive analytics;Generating content or synthetic data | Learning about a codebase;Debugging or fixing code;Committing and reviewing code | null | null | AI solutions that are almost right, but not quite;Debugging AI-generated code is more time-consuming | Not really, I prefer to setup the framework/skeleton of what I have to do, lay out the architecture, and let AI fill some blanks (functions mostly) or help me with documentation and document layout | No, I use AI exclusively in copilot/autocomplete mode | Not at all or minimally | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | When I 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 | Architectural skills, best practices, bird-eye view of the solution, integration with other systems in the ecosystem, user behaviours | 208,826 | 8 |
44,482 | 44,483 | I am a developer by profession | 25-34 years old | Associate degree (A.A., A.S., etc.) | Employed | None of the above | 9 | Yes, I am not new to coding but am learning new coding techniques or programming language | AI CodeGen tools or AI-enabled apps | Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
44,483 | 44,484 | 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 | 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 | AI CodeGen tools or AI-enabled apps;Technical documentation (is generated for/by the tool or system) | 20 | Developer, full-stack | 20 to 99 employees | Individual contributor | Remote | Yes, I influenced the purchase of a substantial addition to the tech stack | Work | Easy-to-use API
NA | Outdated or obsolete technology or features
NA | Energy | null | No | I have neither consider or transitioned into a new career or industry | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 8 |
44,484 | 44,485 | I am not primarily a developer, but I write code sometimes as part of my work/studies | 25-34 years old | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Employed | Caring for dependents (children, elderly, etc.) | 13 | Yes, I am not new to coding but am learning new coding techniques or programming language | Stack Overflow or Stack Exchange;AI CodeGen tools or AI-enabled apps;Colleague or on-the-job training;Blogs or podcasts | Yes, I learned how to use AI-enabled tools required for my job or to benefit my career | AI CodeGen tools or AI-enabled apps;Other online resources (e.g. standard search, forum, online community);Colleague or on-the-job training;Blogs or podcasts | 13 | Database administrator or engineer | 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 | Work | 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 |
44,485 | 44,486 | 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) | 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);Videos (not associated with specific online course or certification);Stack Overflow or Stack Exchange;Technical documentation (is generated for/by the tool or system);Games or coding challenges;School (i.e., University, College, etc) | No, I learned something that was not related to AI or AI enablement as required for my job or to benefit my career | null | 10 | Developer, mobile | 100 to 499 employees | null | Hybrid (some in-person, leans heavy to flexibility) | No | Work | Customizable and manageable codebase
NA | Lack of AI or AI agents
NA | Software Development | You like your manager
NA | No | I have transitioned into a new career and/or industry voluntarily | null | null | United Kingdom of Great Britain and Northern Ireland | USD United States dollar | null | Yes | C;C#;C++;Dart;HTML/CSS;Java;JavaScript;Python;R;Rust;SQL;Swift;TypeScript | null | null | NA
NA | Yes | Firebase Realtime Database;MongoDB;MySQL | null | null | NA
NA | Yes | Firebase;Google Cloud;Heroku;Netlify;Ninja;Webpack | null | null | NA
NA | Yes | Express;NestJS;Next.js;Node.js;Nuxt.js;React;Svelte | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | Windows | null | GitHub;GitLab;Jira | null | null | NA
NA | Stack Overflow;Discord;LinkedIn;Medium | null | null | NA
NA | null | openAI GPT (chatbot models) | null | null | NA
NA | Yes | A few times per week | Between 1 and 3 years | A few times per week | Coding challenges;Job board | null | Neutral | null | Yes, I use AI tools daily | Favorable | Somewhat trust | Good, but not great at handling complex tasks | null | null | Writing code;Debugging or fixing code;Testing code | null | null | null | null | null | 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 |
44,486 | 44,487 | 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) | 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);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;Coding Bootcamp | 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);Online Courses or Certification (includes all media types);Stack Overflow or Stack Exchange;Coding Bootcamp;Books / Physical media | 5 | Developer, back-end | null | null | null | null | School | Reliability and low latency
NA | Ethical concerns
NA | null | null | No | I have somewhat considered changing my career and/or the industry I work in | 5 | 5 | United States of America | USD United States dollar | null | Yes | Bash/Shell (all shells);HTML/CSS;JavaScript;Python;SQL;TypeScript | Java | null | NA
NA | Yes | Cloud Firestore;Firebase Realtime Database;Microsoft SQL Server;MongoDB;MySQL;Oracle;PostgreSQL;Redis;SQLite;Supabase;Amazon Redshift | null | null | NA
NA | Yes | Amazon Web Services (AWS);APT;Cloudflare;Datadog;Digital Ocean;Docker;Firebase;Google Cloud;Heroku;Homebrew;Kubernetes;Microsoft Azure;Netlify;npm;Pip;Supabase;Vercel;Vite;Webpack;Yarn | null | null | NA
NA | Yes | Django;Express;FastAPI;Flask;Node.js;React;WordPress | null | null | NA
NA | Yes | Cursor;Lovable.dev;Nano;Neovim;Vim;Visual Studio;Visual Studio Code;Xcode | null | null | NA
NA | Google Gemini | null | null | null | null | Windows;MacOS;Ubuntu;Android;iOS | MacOS;Ubuntu;Android | 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 | Very well at handling complex tasks | Writing code;Testing code;Predictive analytics;Search for answers;Generating content or synthetic data | null | null | Committing and reviewing code | Learning about a codebase;Project planning;Documenting code;Debugging or fixing code;Deployment and monitoring;Creating or maintaining documentation;Learning new concepts or technologies | Debugging AI-generated code is more time-consuming | No | No, but I plan to | Yes, to a great extent | 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.;Write in the most significant challenge if not listed above: | null | null | null | null | null | null | null | null | null | When I’m stuck and can’t explain the problem | AI | null | 6 |
44,487 | 44,488 | 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) | 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 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);Blogs or podcasts | 15 | Developer, front-end | 500 to 999 employees | Individual contributor | Hybrid (some remote, leans heavy to in-person) | Yes, I endorsed a tool that was ultimately not purchased or used at my organization | Work | Connected to an open-source project
NA | Outdated or obsolete technology or features
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 |
44,488 | 44,489 | I am a developer by profession | 35-44 years old | Primary/elementary school | Independent contractor, freelancer, or self-employed | Engaged in paid work (20-29 hours per week) | 7 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
44,489 | 44,490 | I am a developer by profession | 18-24 years old | Associate degree (A.A., A.S., etc.) | Not employed | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
44,490 | 44,491 | I am a developer by profession | 18-24 years old | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Employed | Engaged in paid work (less than 10 hours per week) | 1 | Yes, I am not new to coding but am learning new coding techniques or programming language | 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) | 5 | Developer, full-stack | 500 to 999 employees | Individual contributor | Hybrid (some remote, leans heavy to in-person) | No | Work | Customizable and manageable codebase
NA | Poor usability
NA | Software Development | Working with new technologies and tools
NA | Yes | I have strongly considered changing my career and/or the industry I work in | 4 | 2 | India | INR Indian rupee | null | Yes | C#;Go;HTML/CSS;JavaScript;Python;SQL;TypeScript;Visual Basic (.Net) | C;Dart;Java | null | NA
NA | Yes | Dynamodb;Elasticsearch;PostgreSQL;Redis | Dynamodb;Elasticsearch;MongoDB;PostgreSQL;Redis;Snowflake;SQLite;Supabase | Dynamodb;Elasticsearch;PostgreSQL;Redis | NA
NA | Yes | Amazon Web Services (AWS);Docker;Microsoft Azure;npm;NuGet;Pip;Vercel;Vite;Webpack;Yarn | Amazon Web Services (AWS);Docker;Microsoft Azure;npm;NuGet;Pip;Supabase;Vercel;Vite;Webpack;Yarn | Amazon Web Services (AWS);Docker;Microsoft Azure;npm;NuGet;Pip;Vercel;Vite;Webpack;Yarn | NA
NA | Yes | Angular;AngularJS;ASP.NET;ASP.NET Core;Express;Node.js;React | Angular;AngularJS;ASP.NET;ASP.NET Core;Django;Express;Node.js;React | Angular;AngularJS;ASP.NET;ASP.NET Core;Express;Node.js;React | NA
NA | Yes | Android Studio;Bolt;Cursor;Jupyter Notebook/JupyterLab;Nano;Notepad++;Visual Studio;Visual Studio Code | Bolt;Visual Studio;Visual Studio Code | Bolt;Visual Studio;Visual Studio Code | NA
NA | Large Language Model;Amazon Bedrock;RAG | Amazon Bedrock;RAG | Amazon Bedrock;RAG | 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 | Indifferent | Somewhat distrust | Good, but not great at handling complex tasks | null | Deployment and monitoring | Debugging or fixing code | Learning about a codebase;Project planning;Writing code;Documenting code;Testing code;Committing and reviewing code;Predictive analytics;Generating content or synthetic data;Creating or maintaining documentation | Search for answers;Learning new concepts or technologies | Debugging AI-generated code is more time-consuming;I’ve become less confident in my own problem-solving | No, vibe coding is not part of professional development work as I can't rely on code which is not written or atleast understood by me | No, but I plan to | Yes, somewhat | null | null | null | null | null | null | null | I am concerned about the accuracy of the information provided by AI agents.;My company's IT and/or InfoSec teams have strict rules that do not allow me to use AI agent tools or platforms | null | The cost of using certain AI agent platforms is a barrier.;I 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 compare different solutions;When I have ethical or security concerns about code;When I need help fixing complex or unfamiliar code;When I need quick help troubleshooting | Debugging complex systems, complex system design
| null | 7 |
44,491 | 44,492 | I am a developer by profession | 35-44 years old | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Employed | Attending school (full-time);Engaged in paid work (10-19 hours per week) | 6 | 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 | School (i.e., University, College, etc) | 15 | Developer, full-stack | 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 | Work | Reputation for quality
NA | Prohibitive pricing
NA | Higher Education | 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 |
44,492 | 44,493 | I am a developer by profession | 35-44 years old | Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.) | Independent contractor, freelancer, or self-employed | Volunteering (regularly);Transitioning to retirement (gradually reducing work hours);Engaged in paid work (less than 10 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);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);Other online resources (e.g. standard search, forum, online community);Stack Overflow or Stack Exchange | 20 | Architect, software or solutions | Just me - I am a freelancer, sole proprietor, etc. | People manager | 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 |
44,493 | 44,494 | I code primarily as a hobby | 18-24 years old | Some college/university study without earning a degree | Not employed | Engaged in paid work (less than 10 hours per week) | null | Yes, I am not new to coding but am learning new coding techniques or programming language | Other online resources (e.g. standard search, forum, online community);Books / Physical media;Videos (not associated with specific online course or certification);Technical documentation (is generated for/by the tool or system);Games or coding challenges | Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies | null | 7 | Student | Just me - I am a freelancer, sole proprietor, etc. | Individual contributor | In-person | No | Personal Project | Robust and complete API
NA | Security or privacy concerns
NA | null | null | No | I have neither consider or transitioned into a new career or industry | null | 6 | Brazil | BRL Brazilian real | null | Yes | Ada;Assembly;C;C++;SQL | Go;Java;Rust | null | NA
NA | No | null | null | null | NA
NA | Yes | null | null | null | NA
NA | No | null | null | null | NA
NA | No | null | null | null | NA
NA | null | null | null | null | null | Ubuntu;Arch;Fedora | null | GitHub;GitLab;Markdown File | null | null | NA
NA | Reddit;GitHub (public projects, not private repos);YouTube | null | null | NA
NA | No | null | null | null | NA
NA | No | Daily or almost daily | Between 1 and 3 years | I have never participated in Q&A on Stack Overflow | Long-form articles;Videos;Chat (bot/AI) | Bookmark posts to look at later
NA | No, not at all | More than half the time | Yes, I use AI tools daily | Favorable | Neither trust nor distrust | Very poor at handling complex tasks | Debugging or fixing code;Search for answers | Writing code;Testing code | Documenting code;Predictive analytics;Generating content or synthetic data;Creating or maintaining documentation | Learning about a codebase;Project planning;Committing and reviewing code | Learning new concepts or technologies | I’ve become less confident in my own problem-solving | Absolutely No | No, and I don't plan to | Yes, somewhat | null | null | null | null | null | null | null | Integrating AI agents with my existing tools and workflows can be difficult.;My company's IT and/or InfoSec teams have strict rules that do not allow me to use AI agent tools or platforms | null | It takes significant time and effort to learn how to use AI agents effectively. | The cost of using certain AI agent platforms is a barrier. | I am concerned about the accuracy of the information provided by AI agents.;I have concerns about the security and privacy of data when using AI agents. | null | null | null | null | null | null | null | null | When I don’t trust AI’s answers;When I want to fully understand something;When I want to learn best practices | null | null | null |
44,494 | 44,495 | I used to be a developer by profession, but no longer am | 45-54 years old | Professional degree (JD, MD, Ph.D, Ed.D, etc.) | Employed | Caring for dependents (children, elderly, etc.) | 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) | Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies | Other online resources (e.g. standard search, forum, online community);Online Courses or Certification (includes all media types);Blogs or podcasts | 20 | Engineering manager | 10,000 or more 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 | 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 |
44,495 | 44,496 | I am not primarily a developer, but I write code sometimes as part of my work/studies | 25-34 years old | Professional degree (JD, MD, Ph.D, Ed.D, etc.) | Employed | None of the above | null | No, I am not new to coding and did not learn new coding techniques or programming languages | null | No, I learned something that was not related to AI or AI enablement as required for my job or to benefit my career | null | null | Other (please specify): | 100 to 499 employees | null | null | Yes, I endorsed a tool that was ultimately not purchased or used at my organization | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
44,496 | 44,497 | 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) | 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 |
44,497 | 44,498 | I am learning to code | 25-34 years old | Some college/university study without earning a degree | Employed | Attending school (part-time) | 2 | Yes, I am not new to coding but am learning new coding techniques or programming language | School (i.e., University, College, etc) | Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies | Other online resources (e.g. standard search, forum, online community);Online Courses or Certification (includes all media types);Coding Bootcamp | 8 | Other (please specify): | I don’t know | 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 |
44,498 | 44,499 | I used to be a developer by profession, but no longer am | 55-64 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);Engaged in paid work (20-29 hours per week);Attending school (part-time) | 33 | 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;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);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;Books / Physical media | 33 | Senior executive (C-suite, VP, etc.) | 20 to 99 employees | People manager | Your choice (very flexible, you can come in when you want or just as needed) | Yes, I influenced the purchase of a substantial addition to the tech stack | Work | Reputation for quality
NA | 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 |
44,499 | 44,500 | I am a developer by profession | 35-44 years old | Some college/university study without earning a degree | Employed | Engaged in paid work (less than 10 hours per week) | 23 | 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 | 35 | Developer, full-stack | 20 to 99 employees | People manager | In-person | No | null | null | null | Retail and Consumer Services | null | No | I have neither consider or transitioned into a new career or industry | 5 | 5 | United Kingdom of Great Britain and Northern Ireland | GBP Pound sterling | 90,000 | Yes | Go;HTML/CSS;JavaScript;PHP;Rust;SQL;TypeScript | null | null | NA
NA | Yes | Elasticsearch;MongoDB;MySQL;PostgreSQL;Redis | null | null | NA
NA | Yes | Amazon Web Services (AWS);Datadog;Docker;Kubernetes;New Relic | null | null | NA
NA | Yes | Angular;Laravel | null | null | NA
NA | No | null | null | null | NA
NA | null | null | null | null | null | Windows | null | GitHub;Jira;Miro;Obsidian | null | null | NA
NA | Stack Overflow | null | null | NA
NA | No | null | null | null | NA
NA | Yes | A few times per week | Between 10 and 15 years | Infrequently, less than once per year | null | null | No, not really | I don't use AI or AI-enabled tools | No, and I don't plan to | Very unfavorable | Highly distrust | I don't use AI tools for complex tasks / I don't know | null | Learning about a codebase;Project planning;Writing code;Debugging or fixing code;Testing code;Committing and reviewing code;Deployment and monitoring;Predictive analytics;Generating content or synthetic data;Creating or maintaining documentation;Learning new concepts or technologies | Documenting code;Search for answers | null | null | Debugging AI-generated code is more time-consuming;I don’t use AI tools regularly;It’s hard to understand how or why the code works | null | No, and I don't plan to | Not at all or minimally | null | null | null | null | null | null | null | Integrating AI agents with my existing tools and workflows can be difficult.;I have concerns about the security and privacy of data when using AI agents. | The cost of using certain AI agent platforms is a barrier. | 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 | null | null | null | null | null | null | null | null | null | 122,527 | 6 |
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