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7,900 | 7,901 | 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 | null | null | null | null | 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 |
7,901 | 7,902 | 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 | null | 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);Technical documentation (is generated for/by the tool or system);AI CodeGen tools or AI-enabled apps | Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies | AI CodeGen tools or AI-enabled apps;Technical documentation (is generated for/by the tool or system);Videos (not associated with specific online course or certification) | 20 | Developer, full-stack | null | null | null | No | Personal Project | Costs are manageable
NA | Prohibitive pricing
NA | Software Development | Innovation through solving challenging and complex problems
NA | No | I have neither consider or transitioned into a new career or industry | 5 | 5 | Romania | USD United States dollar | null | Yes | Bash/Shell (all shells);Elixir;Erlang;HTML/CSS;JavaScript;Rust | Bash/Shell (all shells);Elixir;Erlang;HTML/CSS;Lua;Rust;TypeScript;Gleam | Bash/Shell (all shells);Elixir;Erlang;HTML/CSS;Rust | Nim
Nim | Yes | PostgreSQL;SQLite | PostgreSQL;Redis;SQLite;Clickhouse | PostgreSQL;SQLite | NA
NA | Yes | Cargo;Cloudflare;Homebrew;Make;npm;Terraform | Ansible;Cargo;Cloudflare;Homebrew;Make;npm;Prometheus;Terraform | Cargo;Cloudflare;Homebrew;Make;npm;Terraform | NA
NA | Yes | Phoenix | Next.js;Phoenix;React;Axum | Phoenix | NA
NA | Yes | Sublime Text;Zed | Claude Code;Cursor;Sublime Text;Zed | Sublime Text;Zed | NA
NA | Tailwind CSS 4 | Tailwind CSS 4 | Tailwind CSS 4 | null | null | MacOS;iOS | MacOS;iOS | GitHub;Markdown File | GitHub;Markdown File | GitHub;Markdown File | NA
NA | Reddit;Hacker News;GitHub (public projects, not private repos);X;YouTube | Reddit;Hacker News;GitHub (public projects, not private repos);X;YouTube;Substack | Reddit;Hacker News;GitHub (public projects, not private repos);X;YouTube | NA
NA | No | null | null | null | NA
NA | No | Less than once every 2 - 3 months | Between 10 and 15 years | I have never participated in Q&A on Stack Overflow | Long-form articles;Coding challenges;Job board;Day-in-the-life profiles/interviews with experts;Chat (bot/AI) | Read and/or vote on comments for a Question or Answer I am interested in
NA | No, not at all | Rarely, almost never | Yes, I use AI tools daily | Favorable | Neither trust nor distrust | Neither good or bad at handling complex tasks | Search for answers | Project planning;Deployment and monitoring | Learning about a codebase;Writing code;Documenting code;Debugging or fixing code;Testing code;Committing and reviewing code;Predictive analytics;Generating content or synthetic data;Creating or maintaining documentation;Other (write in): | null | Learning new concepts or technologies | I don’t use AI tools regularly | No | No, but I plan to | Not at all or minimally | null | null | null | null | null | null | null | Integrating AI agents with my existing tools and workflows can be difficult.;It takes significant time and effort to learn how to use AI agents effectively.;My company's IT and/or InfoSec teams have strict rules that do not allow me to use AI agent tools or platforms | null | I am concerned about the accuracy of the information provided by AI agents.;The cost of using certain AI agent platforms is a barrier.;I have concerns about the security and privacy of data when using AI agents. | null | null | null | null | null | null | null | null | null | 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 | Software architecture, core CS knowledge about algorithms and dat structures, interpersonal skills | null | 10 |
7,902 | 7,903 | I am not primarily a developer, but I write code sometimes as part of my work/studies | 45-54 years old | Professional degree (JD, MD, Ph.D, Ed.D, 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 |
7,903 | 7,904 | 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 | Attending school (part-time) | 3 | Yes, I am not new to coding but am learning new coding techniques or programming language | Videos (not associated with specific online course or certification);Stack Overflow or Stack Exchange;Technical documentation (is generated for/by the tool or system);AI CodeGen tools or AI-enabled apps;Blogs or podcasts | Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies | Technical documentation (is generated for/by the tool or system);Other online resources (e.g. standard search, forum, online community);Blogs or podcasts;Stack Overflow or Stack Exchange | 15 | Data scientist | 1,000 to 4,999 employees | Individual contributor | In-person | No | Work | Robust and complete API
NA | Security or privacy concerns
NA | Fintech | null | I'm not sure | I have somewhat considered changing my career and/or the industry I work in | 2 | 2 | Israel | ILS Israeli new shekel | null | Yes | Python;R;Scala | Python;R;Scala | Python;R;Scala | NA
NA | Yes | Databricks SQL;Microsoft SQL Server | Databricks SQL | Databricks SQL | NA
NA | No | null | null | null | NA
NA | No | null | null | null | NA
NA | Yes | Jupyter Notebook/JupyterLab;Visual Studio Code | Cursor;Jupyter Notebook/JupyterLab;Visual Studio Code | Jupyter Notebook/JupyterLab;Visual Studio Code | NA
NA | null | null | null | null | null | MacOS;iOS | Windows;MacOS;iOS | GitHub | GitHub | GitHub | NA
NA | Stack Overflow;Stack Exchange;Reddit;Dev.to;GitHub (public projects, not private repos);Slack (public channels, not work);Medium | Stack Overflow;Stack Exchange;Reddit;Dev.to;GitHub (public projects, not private repos);Medium | Stack Overflow;Stack Exchange;Reddit;Dev.to;GitHub (public projects, not private repos);Medium | NA
NA | Yes | openAI Reasoning models | openAI Reasoning models | openAI Reasoning models | NA
NA | Yes | A few times per week | Between 10 and 15 years | Less than once every 2 - 3 months | Message Boards;Long-form articles;Chat (bot/AI) | Directly open a Q&A post via search, documentation or a peer
NA | No, not really | Less than half of the time | Yes, I use AI tools weekly | Unfavorable | Neither trust nor distrust | Bad at handling complex tasks | Writing code;Documenting code;Debugging or fixing code;Generating content or synthetic data;Creating or maintaining documentation;Learning new concepts or technologies | null | Learning about a codebase;Project planning;Testing code;Committing and reviewing code;Deployment and monitoring;Predictive analytics;Search for answers | null | null | Debugging AI-generated code is more time-consuming;I’ve become less confident in my own problem-solving | No... I hate vibe coding... And I'm happy that people do it so that it turns them dumb... | Yes, I use AI agents at work monthly or infrequently | Yes, somewhat | Software engineering;Data and analytics | Language processing | AI agents have increased my productivity.;AI agents have helped me automate repetitive tasks.;AI agents have accelerated my learning about new technologies or codebases.;AI agents have reduced the time spent on specific development tasks. | AI agents have helped me solve complex problems more effectively. | AI agents have improved the quality of my code.;AI agents have improved collaboration within my team. | 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. | 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. | The cost of using certain AI agent platforms is a barrier.;My company's IT and/or InfoSec teams have strict rules that do not allow me to use AI agent tools or platforms | null | null | null | null | null | null | ChatGPT | Cursor | When I don’t trust AI’s answers;When I want to fully understand something;When I want to learn best practices;When I want to compare different solutions;When I have ethical or security concerns about code;When I’m stuck and can’t explain the problem;When I need help fixing complex or unfamiliar code;When I need quick help troubleshooting | Architecture | null | null |
7,904 | 7,905 | I code primarily as a hobby | 18-24 years old | Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.) | Student | Attending school (full-time);Engaged in paid work (less than 10 hours per week) | null | null | null | 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 |
7,905 | 7,906 | 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 | 23 | No, I am not new to coding and did not learn new coding techniques or programming languages | null | Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies | Videos (not associated with specific online course or certification);Colleague or on-the-job training | 25 | Developer, full-stack | 20 to 99 employees | Individual contributor | Hybrid (some in-person, leans heavy to flexibility) | No | Work | Costs are manageable
NA | Availability of better alternatives
NA | Software Development | Autonomy and trust to manage your own tasks
NA | No | I have somewhat considered changing my career and/or the industry I work in | 7 | 3 | Belgium | EUR European Euro | 78,676 | Yes | Bash/Shell (all shells);HTML/CSS;Java;Kotlin;SQL;TypeScript | Elixir;F#;Kotlin;Gleam | Kotlin | NA
NA | Yes | H2;Oracle;PostgreSQL;Redis | PostgreSQL;SQLite | PostgreSQL | NA
NA | Yes | Amazon Web Services (AWS);Docker;Gradle;Homebrew;Maven (build tool);New Relic;Podman;Prometheus;Terraform;Yarn | Gradle;Prometheus;Terraform | Gradle;Prometheus;Terraform | NA
NA | Yes | Spring Boot | null | null | Kotlinx.html, htmx
Compose Multiplatform | Yes | Aider;IntelliJ IDEA;Vim | Aider;IntelliJ IDEA | Aider;IntelliJ IDEA | NA
Jetbrains Junie | null | null | null | null | null | Windows;MacOS;Fedora | MacOS | GitHub;GitLab;Jira;Miro;Obsidian | GitHub;GitLab;Miro;Obsidian | GitHub;GitLab;Miro;Obsidian | NA
NA | Discord;GitHub (public projects, not private repos);Slack (public channels, not work);Bluesky;YouTube;Twitch;LinkedIn | Discord;GitHub (public projects, not private repos);Slack (public channels, not work);YouTube;Twitch;LinkedIn;Substack | Discord;GitHub (public projects, not private repos);Slack (public channels, not work);YouTube;Twitch;LinkedIn | NA
NA | Yes | Anthropic: Claude Sonnet;openAI GPT (chatbot models) | Anthropic: Claude Sonnet;openAI GPT (chatbot models) | Anthropic: Claude Sonnet;openAI GPT (chatbot models) | NA
NA | Not sure/can't remember | Less than once per month or monthly | Between 10 and 15 years | I have never participated in Q&A on Stack Overflow | Chat (people);Videos | Ask a question
NA | No, not really | Rarely, almost never | Yes, I use AI tools monthly or infrequently | Favorable | Somewhat distrust | Good, but not great at handling complex tasks | Search for answers | Project planning;Documenting code;Debugging or fixing code;Testing code;Deployment and monitoring;Learning new concepts or technologies | Learning about a codebase;Committing and reviewing code | Writing code;Predictive analytics;Generating content or synthetic data;Creating or maintaining documentation | null | AI solutions that are almost right, but not quite;Debugging AI-generated code is more time-consuming;I don’t use AI tools regularly | Hell... fucking... no. I absolutely HATE the term, it takes away ALL of the professionalism of our craft. And it's creating a bunch of shitty codebases we'll end up managing later. | 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. | It takes significant time and effort to learn how to use AI agents effectively. | I have concerns about the security and privacy of data when using AI agents.;My company's IT and/or InfoSec teams have strict rules that do not allow me to use AI agent tools or platforms | Integrating AI agents with my existing tools and workflows can be difficult.;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 | Being able to correctly communicate problem statements, including its context. | 91,276 | 9 |
7,906 | 7,907 | I am a developer by profession | 18-24 years old | Master’s degree (M.A., M.S., M.Eng., MBA, etc.) | Student | Engaged in paid work (20-29 hours per week);Attending school (full-time) | null | Yes, I am not new to coding but am learning new coding techniques or programming language | Books / Physical media;Videos (not associated with specific online course or certification);AI CodeGen tools or AI-enabled apps;Blogs or podcasts;Games or coding challenges | Yes, I learned how to use AI-enabled tools required for my job or to benefit my career | AI CodeGen tools or AI-enabled apps | 6 | AI/ML engineer | 10,000 or more employees | Individual contributor | In-person | No | Work | Reputation for quality
NA | Availability of better alternatives
NA | Internet, Telecomm or Information Services | Competitive pay and benefits
NA | Yes | I have somewhat considered changing my career and/or the industry I work in | 8 | 8 | China | CNY Chinese Yuan Renminbi | 108,000 | Yes | C;C++;Python | C;C++;Python | C;C++;Python | NA
NA | No | null | null | null | NA
NA | Yes | Docker;Pip | Docker;Pip | Docker;Pip | NA
NA | No | null | null | null | NA
NA | Yes | Android Studio;Jupyter Notebook/JupyterLab;Visual Studio Code | Android Studio;Claude Code;Cursor;Jupyter Notebook/JupyterLab;Visual Studio Code | Android Studio;Jupyter Notebook/JupyterLab;Visual Studio Code | NA
NA | null | null | null | null | null | Windows;Android | Windows;Ubuntu;Windows Subsystem for Linux (WSL) | GitHub;Google Colab;Trello | GitHub;Google Colab;Trello | GitHub;Google Colab;Trello | NA
NA | Discord;Reddit;GitHub (public projects, not private repos);X;Kaggle;YouTube | Reddit;GitHub (public projects, not private repos);X;YouTube;LinkedIn | Reddit;GitHub (public projects, not private repos);X;YouTube | NA
NA | Yes | Alibaba Cloud Qwen models;DeepSeek (R- Reasoning models);Gemini (Flash general purpose models);Gemini (Pro Reasoning models);openAI GPT (chatbot models) | Alibaba Cloud Qwen models;DeepSeek (R- Reasoning models);Gemini (Flash general purpose models);Gemini (Pro Reasoning models);openAI GPT (chatbot models) | Alibaba Cloud Qwen models;DeepSeek (R- Reasoning models);Gemini (Flash general purpose models);Gemini (Pro Reasoning models);openAI GPT (chatbot models) | NA
NA | Yes | Less than once per month or monthly | Between 5 and 10 years | I have never participated in Q&A on Stack Overflow | Lists of recommendations (tools, frameworks, technologies, etc.);Day-in-the-life profiles/interviews with experts | null | No, not at all | Rarely, almost never | Yes, I use AI tools weekly | Favorable | Somewhat trust | Good, but not great at handling complex tasks | Writing code;Debugging or fixing code;Search for answers;Learning new concepts or technologies | Project planning;Documenting code;Testing code;Committing and reviewing code;Deployment and monitoring;Predictive analytics;Generating content or synthetic data;Creating or maintaining documentation | null | Learning about a codebase | null | AI solutions that are almost right, but not quite;Debugging AI-generated code is more time-consuming | no | No, but I plan to | Yes, somewhat | null | null | null | null | null | null | null | I 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. | 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 | null | When I don’t trust AI’s answers;When I have ethical or security concerns about code;When I’m stuck and can’t explain the problem | null | 15,043 | 8 |
7,907 | 7,908 | I am a developer by profession | 45-54 years old | Some college/university study without earning a degree | Employed | None of the above | 26 | 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);Other online resources (e.g. standard search, forum, online community);Online Courses or Certification (includes all media types);School (i.e., University, College, etc) | 35 | Architect, software or solutions | 500 to 999 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 | Customizable and manageable codebase
NA | null | Computer Systems Design and Services | Innovation through solving challenging and complex problems
NA | No | I have somewhat considered changing my career and/or the industry I work in | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 7 |
7,908 | 7,909 | I am a developer by profession | 35-44 years old | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Employed | None of the above | 10 | Yes, I am not new to coding but am learning new coding techniques or programming language | Other online resources (e.g. standard search, forum, online community);Books / Physical media;Videos (not associated with specific online course or certification);Stack Overflow or Stack Exchange;Technical documentation (is generated for/by the tool or system);AI CodeGen tools or AI-enabled apps;Colleague or on-the-job training;Blogs or podcasts;Coding Bootcamp | Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies | Technical documentation (is generated for/by the tool or system);Other online resources (e.g. standard search, forum, online community);Colleague or on-the-job training;Blogs or podcasts | 10 | Developer, full-stack | 1,000 to 4,999 employees | Individual contributor | Remote | No | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
7,909 | 7,910 | I am a developer by profession | 35-44 years old | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Employed | Engaged in paid work (20-29 hours per week) | 12 | No, I am not new to coding and did not learn new coding techniques or programming languages | null | Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies | 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 |
7,910 | 7,911 | I am a developer by profession | 55-64 years old | Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.) | Employed | None of the above | 30 | No, I am not new to coding and did not learn new coding techniques or programming languages | null | Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies | Other online resources (e.g. standard search, forum, online community);Online Courses or Certification (includes all media types) | 40 | Developer, full-stack | 20 to 99 employees | Individual contributor | Hybrid (some remote, leans heavy to in-person) | No | Personal Project | Connected to an open-source project
NA | null | Software Development | null | I'm not sure | I have strongly considered changing my career and/or the industry I work in | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 3 |
7,911 | 7,912 | I am a developer by profession | 45-54 years old | Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.) | Not employed | None of the above | 30 | 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 | 30 | Architect, software or solutions | 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 |
7,912 | 7,913 | 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 | 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) | 8 | Developer, full-stack | Less than 20 employees | Individual contributor | Remote | Yes, I influenced the purchase of a substantial addition to the tech stack | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
7,913 | 7,914 | I am a developer by profession | 25-34 years old | Professional degree (JD, MD, Ph.D, Ed.D, etc.) | Employed | Volunteering (regularly) | 10 | Yes, I am not new to coding but am learning new coding techniques or programming language | Other online resources (e.g. standard search, forum, online community);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 | 23 | Architect, software or solutions | 10,000 or more employees | Individual contributor | Remote | Yes, I endorsed a tool that was ultimately not purchased or used at my organization | Personal Project | Connected to an open-source project
NA | Availability of better alternatives
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 |
7,914 | 7,915 | I am a developer by profession | 55-64 years old | Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.) | Retired | Caring for dependents (children, elderly, etc.) | 40 | Yes, I am not new to coding but am learning new coding techniques or programming language | Other online resources (e.g. standard search, forum, online community);Videos (not associated with specific online course or certification) | No, I learned something that was not related to AI or AI enablement for my personal curiosity and/or hobbies | null | 43 | Other (please specify): | null | null | null | null | Work | null | null | null | Autonomy and trust to manage your own tasks
NA | null | null | null | 3 | Ukraine | UAH Ukrainian hryvnia | 0 | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | Yes | Less than once every 2 - 3 months | Between 10 and 15 years | Infrequently, less than once per year | Long-form articles | Directly open a Q&A post via search, documentation or a peer
NA | No, not really | I don't use AI or AI-enabled tools | No, and I don't plan to | 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 | 10 |
7,915 | 7,916 | I am a developer by profession | 45-54 years old | Master’s degree (M.A., M.S., M.Eng., MBA, etc.) | Independent contractor, freelancer, or self-employed | None of the above | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
7,916 | 7,917 | I am a developer by profession | 45-54 years old | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Employed | Caring for dependents (children, elderly, etc.) | 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);Books / Physical media;Technical documentation (is generated for/by the tool or system) | Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies | AI CodeGen tools or AI-enabled apps;Technical documentation (is generated for/by the tool or system);Videos (not associated with specific online course or certification) | 30 | Architect, software or solutions | 1,000 to 4,999 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 | Reliability and low latency
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 |
7,917 | 7,918 | I am a developer by profession | 45-54 years old | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Independent contractor, freelancer, or self-employed | Transitioning to retirement (gradually reducing work hours) | 25 | Yes, I am not new to coding but am learning new coding techniques or programming language | Videos (not associated with specific online course or certification);Technical documentation (is generated for/by the tool or system);AI CodeGen tools or AI-enabled apps;Blogs or podcasts;Other (please specify): | Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies | AI CodeGen tools or AI-enabled apps;Technical documentation (is generated for/by the tool or system);Other online resources (e.g. standard search, forum, online community);Blogs or podcasts | 30 | Other (please specify): | null | null | null | Yes, I influenced the purchase of a substantial addition to the tech stack | Personal Project | Other (please specify):
Fitness | Prohibitive pricing
NA | Software Development | Solving real-world problems
NA | Yes | I have transitioned into a new career and/or industry voluntarily | 10 | 6 | Argentina | ARS Argentine peso | 100,000,000 | Yes | Assembly;C#;C++;Lua;Python | null | null | NA
NA | Yes | null | null | null | RavenDB
NA | Yes | Amazon Web Services (AWS);Docker;MSBuild;NuGet;Podman | null | null | NA
NA | Yes | ASP.NET;ASP.NET Core | null | null | NA
NA | Yes | Cursor;IntelliJ IDEA;Notepad++;PyCharm;Rider;Visual Studio;Visual Studio Code;Windsurf | Aider;Claude Code | null | NA
NA | .NET 8 or higher;Pydantic;RAG;Google Gemini;Ollama;LangGraph | null | null | null | null | Windows;Ubuntu;Windows Subsystem for Linux (WSL) | null | GitHub;Markdown File;YouTrack | null | null | NA
NA | Discord;GitHub (public projects, not private repos);Slack (public channels, not work);YouTube;LinkedIn | null | null | NA
NA | Yes | Anthropic: Claude Sonnet;DeepSeek (R- Reasoning models);DeepSeek (V- General purpose models);Gemini (Flash general purpose models);Meta Llama (all models);Microsoft Phi-4 models;Mistral AI models;X Grok models | null | null | NA
NA | Yes | Infrequently, less than once per year | More than 15 years, or since Stack Overflow started in 2008 | Infrequently, less than once per year | Long-form articles;Direct messaging of users;Chat (bot/AI) | Ask a question
NA | No, not really | Rarely, almost never | Yes, I use AI tools daily | Very favorable | Neither trust nor distrust | Neither good or bad at handling complex tasks | Generating content or synthetic data | Predictive analytics | Project planning;Debugging or fixing code;Committing and reviewing code;Learning new concepts or technologies | Writing code;Testing code;Deployment and monitoring | Learning about a codebase;Documenting code;Search for answers;Creating or maintaining documentation | AI solutions that are almost right, but not quite | Most people don't really understand what Vibe Coding is about. Most think it is like the AI solves everything, in reality is not much different to have you working out side tasks with your interns (juniors). The key difference is that your intern in now an AI. | 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 | 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. | I am concerned about the accuracy of the information provided by AI agents.;It takes significant time and effort to learn how to use AI agents effectively. | null | null | null | null | null | null | null | null | null | When I have ethical or security concerns about code;When I need help fixing complex or unfamiliar code;When I need quick help troubleshooting | Learning to solve problems. | 85,306 | 10 |
7,918 | 7,919 | 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);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);Videos (not associated with specific online course or certification);Technical documentation (is generated for/by the tool or system);AI CodeGen tools or AI-enabled apps;Colleague or on-the-job training;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;Colleague or on-the-job training | 8 | System administrator | 20 to 99 employees | Individual contributor | In-person | Yes, I endorsed a tool that was open-source and is currently used by more than just myself but no purchase was made | Work | Connected to an open-source project
NA | Prohibitive pricing
NA | Computer Systems Design and Services | Innovation through solving challenging and complex problems
NA | I'm not sure | I have somewhat considered changing my career and/or the industry I work in | 6 | 8 | Singapore | SGD Singapore dollar | 1,600 | Yes | C;C#;C++;Elixir;F#;Java;Kotlin;R;Ruby;Rust;SQL;TypeScript | Java;Kotlin;SQL | Java;Kotlin;SQL | NA
NA | Yes | Cloud Firestore;Elasticsearch;Firebase Realtime Database;H2;Microsoft SQL Server;MySQL;PostgreSQL;Redis;SQLite;Supabase;Pocketbase | PostgreSQL;Redis | PostgreSQL;Redis | NA
NA | Yes | Amazon Web Services (AWS);Ansible;APT;Cloudflare;Composer;Docker;Firebase;Google Cloud;Kubernetes;Microsoft Azure;MSBuild;npm;NuGet;Pacman;Pip;Podman;Splunk;Supabase;Vite | Amazon Web Services (AWS);Cloudflare;Docker;Kubernetes | Amazon Web Services (AWS);Cloudflare;Docker;Kubernetes | NA
NA | Yes | Angular;ASP.NET;ASP.NET Core;Astro;Django;Express;FastAPI;Fastify;Node.js;Ruby on Rails;Spring Boot | Spring Boot | Spring Boot | NA
NA | Yes | Eclipse;IntelliJ IDEA;Jupyter Notebook/JupyterLab;Nano;Neovim;Notepad++;Vim;Visual Studio;Visual Studio Code;VSCodium | IntelliJ IDEA;Neovim;Visual Studio Code;VSCodium | IntelliJ IDEA;Neovim;Visual Studio Code;VSCodium | NA
NA | null | null | null | null | null | Debian;Red Hat;Fedora;NixOS | Windows;Windows Subsystem for Linux (WSL);Debian;Fedora | GitHub;GitLab;Jira;Markdown File;Microsoft Planner;Obsidian | GitHub;Obsidian | GitHub;Obsidian | NA
NA | Stack Overflow;Stack Exchange;Discord;Reddit;GitHub (public projects, not private repos);YouTube;LinkedIn | Discord | Discord | NA
NA | Yes | Mistral AI models;openAI GPT (chatbot models) | Mistral AI models | Mistral AI models | NA
NA | Yes | A few times per week | Between 5 and 10 years | Less than once every 2 - 3 months | Chat (people);Videos;Coding challenges;Logic games/puzzles;Lists of recommendations (tools, frameworks, technologies, etc.);Job board | Directly open a Q&A post via search, documentation or a peer
NA | No, not really | Less than half of the time | Yes, I use AI tools daily | Indifferent | Neither trust nor distrust | Good, but not great at handling complex tasks | Learning about a codebase;Project planning;Documenting code;Predictive analytics;Generating content or synthetic data;Learning new concepts or technologies | null | Debugging or fixing code;Testing code;Committing and reviewing code;Deployment and monitoring | Writing code;Search for answers;Creating or maintaining documentation | null | AI solutions that are almost right, but not quite;Debugging AI-generated code is more time-consuming | no | Yes, I use AI agents at work daily | Yes, somewhat | Software engineering;IT operations;Cybersecurity | null | AI agents have increased my productivity.;AI agents have helped me automate repetitive tasks.;AI agents have improved the quality of my code.;AI agents have helped me solve complex problems more effectively.;AI agents have reduced the time spent on specific development tasks.;AI agents have improved collaboration within my team. | null | null | AI agents have accelerated my learning about new technologies or codebases. | 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 | I am concerned about the accuracy of the information provided by AI agents.;I have concerns about the security and privacy of data when using AI agents. | The cost of using certain AI agent platforms is a barrier. | It takes significant time and effort to learn how to use AI agents effectively. | Redis;Qdrant;pgvector;LangMem | null | Ollama;LangChain;LangGraph | null | Snyk | null | ChatGPT;Google Gemini | null | When I don’t trust AI’s answers;When I want to learn best practices;When I want to compare different solutions;When I have ethical or security concerns about code;When I’m stuck and can’t explain the problem;When I need help fixing complex or unfamiliar code | System Administrator, Dev Ops, Cybersecurity | 1,250 | 8 |
7,919 | 7,920 | I am a developer by profession | 18-24 years old | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Employed | None of the above | 1 | Yes, I am not new to coding but am learning new coding techniques or programming language | Other online resources (e.g. standard search, forum, online community);Stack Overflow or Stack Exchange;AI CodeGen tools or AI-enabled apps;Blogs or podcasts | Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies | AI CodeGen tools or AI-enabled apps;Technical documentation (is generated for/by the tool or system);Other online resources (e.g. standard search, forum, online community) | 9 | Founder, technology or otherwise | Less than 20 employees | Individual contributor | Hybrid (some remote, leans heavy to in-person) | Yes, I influenced the purchase of a substantial addition to the tech stack | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
7,920 | 7,921 | I am a developer by profession | 35-44 years old | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Employed | Caring for dependents (children, elderly, etc.) | 19 | 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) | 25 | Developer, front-end | Less than 20 employees | Individual contributor | Remote | Yes, I influenced the purchase of a substantial addition to the tech stack | Work | Reputation for quality
NA | Security or privacy concerns
NA | Software Development | Job stability and career growth with a single employer
NA | No | I have somewhat considered changing my career and/or the industry I work in | 10 | 10 | Philippines | PHP Philippine peso | null | Yes | HTML/CSS;JavaScript;PHP;TypeScript | GDScript;Go;Python;Ruby;SQL;Swift;Zig | null | NA
NA | Yes | MySQL | MariaDB;MongoDB;PostgreSQL;Redis;SQLite | null | NA
NA | No | null | null | null | NA
NA | Yes | jQuery;Laravel;React;Vue.js;WordPress | Astro;Express;FastAPI;Next.js;Node.js | null | NA
NA | Yes | Neovim;Sublime Text;Visual Studio Code;Zed | Claude Code;Xcode | null | NA
NA | Tailwind CSS 4;Shadcn/ui | Ollama | null | null | null | MacOS;iOS;iPadOS | MacOS | Clickup;Confluence;GitHub;GitLab;Jira;Notion;Trello | Obsidian | null | NA
NA | Stack Overflow;Stack Exchange;Discord;Reddit;Dev.to;Hacker News;GitHub (public projects, not private repos);Slack (public channels, not work);X;YouTube;Twitch;LinkedIn;Medium | null | null | NA
NA | Yes | openAI GPT (chatbot models);X Grok models | Anthropic: Claude Sonnet;Gemini (Flash general purpose models);Gemini (Pro Reasoning models);Meta Llama (all models);openAI Reasoning models | null | NA
NA | Yes | Less than once every 2 - 3 months | Between 5 and 10 years | Infrequently, less than once per year | Coding challenges;Lists of recommendations (tools, frameworks, technologies, etc.);Job board;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 | Less than half of the time | Yes, I use AI tools weekly | Indifferent | Somewhat trust | Good, but not great at handling complex tasks | Learning about a codebase;Writing code;Debugging or fixing code;Learning new concepts or technologies | Committing and reviewing code | Project planning;Documenting code;Testing code;Deployment and monitoring;Predictive analytics;Generating content or synthetic data;Creating or maintaining documentation | null | Search for answers | AI solutions that are almost right, but not quite;Debugging AI-generated code is more time-consuming | No, don't have any plans of vibe coding my way into creating complete projects neither professional nor personal. It takes away the excitement of coding, and vibe coding is just for people who were chasing profits quickly. | No, and I don't plan to | Yes, somewhat | null | null | null | null | null | null | null | It takes significant time and effort to learn how to use AI agents effectively. | My company's IT and/or InfoSec teams have strict rules that do not allow me to use AI agent tools or platforms | 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 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 | Decisions on whether the code, technologies and any inputs that AI suggests should the developer accepts it. It is crucial to any company or even to any projects that any decisions made will make an impact, sooner or later. | null | 8 |
7,921 | 7,922 | 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 | null | null | 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 |
7,922 | 7,923 | 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 | Volunteering (regularly) | 27 | Yes, I am not new to coding but am learning new coding techniques or programming language | Other online resources (e.g. standard search, forum, online community);Stack Overflow or Stack Exchange;Technical documentation (is generated for/by the tool or system);Blogs or podcasts | No, I didn't spend time learning in the past year | null | 30 | Developer, full-stack | null | null | null | Yes, I influenced the purchase of a substantial addition to the tech stack | Work | Easy-to-use API
NA | Availability of better alternatives
NA | Other: | Autonomy and trust to manage your own tasks
NA | No | I have neither consider or transitioned into a new career or industry | 10 | 10 | Canada | CAD Canadian dollar | 140,000 | Yes | Bash/Shell (all shells);HTML/CSS;JavaScript;Python;SQL | null | null | NA
NA | Yes | PostgreSQL;Redis | null | null | NA
NA | Yes | Amazon Web Services (AWS);Cloudflare;Digital Ocean;Docker;Heroku;Homebrew;Make;npm;Pip;Poetry | null | null | NA
NA | Yes | Django;Flask | null | null | NA
NA | Yes | Sublime Text;Vim;Visual Studio Code | null | null | NA
NA | null | null | null | null | null | MacOS | MacOS;Ubuntu;Debian | Markdown File | null | null | Gitea
NA | Stack Overflow;Reddit;Hacker News;GitHub (public projects, not private repos);YouTube | null | null | NA
NA | No | null | null | null | NA
NA | Yes | Multiple times per day | More than 15 years, or since Stack Overflow started in 2008 | I have never participated in Q&A on Stack Overflow | Long-form articles;Lists of recommendations (tools, frameworks, technologies, etc.) | null | No, not at all | I don't use AI or AI-enabled tools | No, and I don't plan to | Unfavorable | Highly distrust | I don't use AI tools for complex tasks / I don't know | null | null | null | null | null | null | Nope | 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 | 102,142 | 8 |
7,923 | 7,924 | I am a developer by profession | 25-34 years old | Some college/university study without earning a degree | Independent contractor, freelancer, or self-employed | Engaged in paid work (20-29 hours per week) | 7 | No, I am not new to coding and did not learn new coding techniques or programming languages | null | Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies | Videos (not associated with specific online course or certification) | 10 | Developer, full-stack | Less than 20 employees | Individual contributor | Remote | Yes, I endorsed a tool that was open-source and is currently used by more than just myself but no purchase was made | Work | Robust and complete API
NA | Availability of better alternatives
NA | Software Development | null | Yes | I have somewhat considered changing my career and/or the industry I work in | null | null | Italy | EUR European Euro | 50,000 | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | Yes, I use AI tools daily | Very favorable | Somewhat trust | Good, but not great at handling complex tasks | Writing code;Documenting code;Committing and reviewing code;Generating content or synthetic data;Creating or maintaining documentation;Learning new concepts or technologies | Deployment and monitoring;Predictive analytics | Project planning | Learning about a codebase;Debugging or fixing code;Testing code | Search for answers | Debugging AI-generated code is more time-consuming | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 58,007 | 7 |
7,924 | 7,925 | 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) | 2 | Yes, I am not new to coding but am learning new coding techniques or programming language | Videos (not associated with specific online course or certification);Technical documentation (is generated for/by the tool or system);AI CodeGen tools or AI-enabled apps | No, I didn't spend time learning in the past year | null | 4 | Developer, full-stack | Less than 20 employees | Individual contributor | In-person | No | Work | Customizable and manageable codebase
NA | null | Software Development | You like your manager
NA | No | I have somewhat considered changing my career and/or the industry I work in | null | null | Afghanistan | AFN Afghan afghani | 20,000 | Yes | Dart;HTML/CSS;JavaScript;PHP;SQL | HTML/CSS;JavaScript;PHP;SQL;TypeScript | HTML/CSS;JavaScript;PHP;SQL | NA
NA | Yes | MySQL;PostgreSQL;Supabase | Cloud Firestore;MongoDB;MySQL;PostgreSQL;Supabase | MySQL;PostgreSQL;Supabase | NA
NA | No | null | null | null | NA
NA | Yes | Laravel;Vue.js | Laravel;Nuxt.js;React;Vue.js | Laravel;Vue.js | NA
NA | null | Bolt;Claude Code;Visual Studio Code | Bolt;Claude Code;Cursor;Visual Studio Code | Bolt;Claude Code;Visual Studio Code | NA
NA | Tailwind CSS 4 | Tailwind CSS 4 | Tailwind CSS 4 | null | null | Windows;Android | Windows;Android | GitHub | GitHub | GitHub | NA
NA | Discord;LinkedIn | LinkedIn | LinkedIn | NA
NA | Yes | null | null | null | NA
NA | No | Infrequently, less than once per year | Less than one year | I have never participated in Q&A on Stack Overflow | Chat (bot/AI) | null | No, not really | Rarely, almost never | Yes, I use AI tools daily | Very favorable | Somewhat trust | Good, but not great at handling complex tasks | null | Project planning;Documenting code;Deployment and monitoring;Generating content or synthetic data;Creating or maintaining documentation | null | Writing code;Predictive analytics | Learning about a codebase;Debugging or fixing code;Testing code;Committing and reviewing code;Search for answers;Learning new concepts or technologies | I’ve become less confident in my own problem-solving | null | No, but I plan to | No, but my development work has significantly changed due to non-AI factors | null | null | null | null | null | null | null | null | null | null | null | I am concerned about the accuracy of the information provided by AI agents. | null | null | null | null | null | null | null | null | null | null | 282 | 6 |
7,925 | 7,926 | 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);Videos (not associated with specific online course or certification);Technical documentation (is generated for/by the tool or system);Blogs or podcasts | Yes, I learned how to use AI-enabled tools required for my job or to benefit my career | 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 | 4 | Developer, full-stack | 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 |
7,926 | 7,927 | 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 | 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 for my personal curiosity and/or hobbies | Videos (not associated with specific online course or certification);Online Courses or Certification (includes all media types);Blogs or podcasts | 10 | DevOps engineer or professional | 10,000 or more employees | Individual contributor | Remote | No | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
7,927 | 7,928 | I am learning to code | Prefer not to say | null | I prefer not to say | null | null | null | null | null | null | null | Other (please specify): | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
7,928 | 7,929 | I am a developer by profession | 25-34 years old | Some college/university study without earning a degree | Independent contractor, freelancer, or self-employed | Engaged in paid work (20-29 hours per week) | 3 | No, I am not new to coding and did not learn new coding techniques or programming languages | null | Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies | 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) | 5 | Developer, front-end | Less than 20 employees | Individual contributor | Remote | Yes, I influenced the purchase of a substantial addition to the tech stack | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
7,929 | 7,930 | I am a developer by profession | 45-54 years old | Master’s degree (M.A., M.S., M.Eng., MBA, etc.) | Employed | Volunteering (regularly) | 24 | Yes, I am not new to coding but am learning new coding techniques or programming language | Videos (not associated with specific online course or certification);Technical documentation (is generated for/by the tool or system);AI CodeGen tools or AI-enabled apps;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);Colleague or on-the-job training | 37 | Developer, full-stack | Less than 20 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 | Availability of better alternatives
NA | Other: | Control over the level of quality in projects
NA | No | I have transitioned into a new career and/or industry voluntarily | 11 | 5 | Italy | EUR European Euro | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | Yes, I use AI tools daily | Very favorable | Somewhat distrust | Good, but not great at handling complex tasks | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 9 |
7,930 | 7,931 | 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 | null | 11 | 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 | 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 |
7,931 | 7,932 | 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 | 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);Technical documentation (is generated for/by the tool or system) | No, I didn't spend time learning in the past year | null | 20 | Developer, back-end | 5,000 to 9,999 employees | Individual contributor | Hybrid (some in-person, leans heavy to flexibility) | Yes, I endorsed a tool that was ultimately not purchased or used at my organization | Personal Project | Reliability and low latency
NA | Prohibitive pricing
NA | Software Development | Innovation through solving challenging and complex problems
NA | No | I have neither consider or transitioned into a new career or industry | 4 | 8 | United Kingdom of Great Britain and Northern Ireland | GBP Pound sterling | 63,000 | Yes | C;C#;F#;Go;JavaScript;Lua;PowerShell;Python;Rust;Zig | null | null | C3, odin
NA | No | null | null | null | NA
NA | No | null | null | null | NA
NA | No | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | Not sure/can't remember | A few times per month or weekly | Between 10 and 15 years | Infrequently, less than once per year | Job board | Directly open a Q&A post via search, documentation or a peer
NA | Neutral | I don't use AI or AI-enabled tools | Yes, I use AI tools monthly or infrequently | Unfavorable | Somewhat distrust | Bad at handling complex tasks | Search for answers;Learning new concepts or technologies | Project planning;Writing code;Documenting code;Debugging or fixing code;Testing code;Committing and reviewing code;Deployment and monitoring;Predictive analytics;Generating content or synthetic data;Creating or maintaining documentation | Learning about a codebase | null | null | AI solutions that are almost right, but not quite;I don’t use AI tools regularly;It’s hard to understand how or why the code works | no get me outta here | 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. | I have concerns about the security and privacy of data when using AI agents.;My company's IT and/or InfoSec teams have strict rules that do not allow me to use AI agent tools or platforms | The cost of using certain AI agent platforms is a barrier. | I am concerned about the accuracy of the information provided by AI agents.;Integrating AI agents with my existing tools and workflows can be difficult. | null | null | null | null | null | null | null | null | null | When I don’t trust AI’s answers;When I want to compare different solutions;When I’m stuck and can’t explain the problem | creativity | 85,769 | 5 |
7,932 | 7,933 | I am a developer by profession | 18-24 years old | Some college/university study without earning a degree | Student | Attending school (full-time) | 2 | 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 |
7,933 | 7,934 | 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 | Engaged in paid work (20-29 hours per week);Transitioning to retirement (gradually reducing work hours) | 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);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 | Online Courses or Certification (includes all media types) | 10 | 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 | 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 |
7,934 | 7,935 | I am a developer by profession | 25-34 years old | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Employed | Caring for dependents (children, elderly, etc.) | 4 | Yes, I am not new to coding but am learning new coding techniques or programming language | Books / Physical media;Technical documentation (is generated for/by the tool or system);AI CodeGen tools or AI-enabled apps | No, I learned something that was not related to AI or AI enablement for my personal curiosity and/or hobbies | null | 5 | Developer, full-stack | 100 to 499 employees | Individual contributor | Hybrid (some in-person, leans heavy to flexibility) | Yes, I endorsed a tool that was open-source and is currently used by more than just myself but no purchase was made | Work | Connected to an open-source project
NA | Security or privacy concerns
NA | Healthcare | Solving real-world problems
NA | No | I have neither consider or transitioned into a new career or industry | 40 | 30 | Norway | NOK Norwegian krone | 895,000 | Yes | Bash/Shell (all shells);Java;Kotlin;Lisp;Scala;TypeScript | Lisp;Scala | Lisp;Scala | Haskell
Haskell | Yes | H2;MySQL;PostgreSQL;SQLite | MySQL;PostgreSQL;SQLite | MySQL;PostgreSQL;SQLite | NA
NA | Yes | Docker;Gradle;Maven (build tool);Microsoft Azure;npm;Vite | null | null | NA
NA | Yes | Spring Boot;Vue.js | Vue.js | Vue.js | NA
NA | null | null | null | null | NA
NA | Tailwind CSS 4;Shadcn/ui | Tailwind CSS 4;Shadcn/ui | Tailwind CSS 4;Shadcn/ui | null | null | NixOS | NixOS | GitHub | GitHub | GitHub | NA
NA | null | null | null | NA
NA | Yes | Anthropic: Claude Sonnet;Gemini (Pro Reasoning models) | null | null | NA
NA | No | Infrequently, less than once per year | I don't use Stack Overflow | I have never participated in Q&A on Stack Overflow | Chat (people);Message Boards;Direct messaging of users | Other (write in):
I dont use SO | No, not at all | Rarely, almost never | Yes, I use AI tools daily | Indifferent | Highly distrust | Very poor at handling complex tasks | Learning about a codebase;Debugging or fixing code;Search for answers;Generating content or synthetic data;Learning new concepts or technologies | Project planning;Writing code;Documenting code;Testing code;Committing and reviewing code;Deployment and monitoring;Predictive analytics;Creating or maintaining documentation | null | null | null | AI solutions that are almost right, but not quite;Debugging AI-generated code is more time-consuming | no | No, and I don't plan to | Not at all or minimally | null | null | null | null | null | null | null | Integrating AI agents with my existing tools and workflows can be difficult.;It takes significant time and effort to learn how to use AI agents effectively.;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. | 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;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 | Being able to reason about code, most developers cant do this today even. The ones who can’t are fucked. | 88,450 | 7 |
7,935 | 7,936 | I am a developer by profession | 45-54 years old | Master’s degree (M.A., M.S., M.Eng., MBA, etc.) | Employed | None of the above | 24 | No, I am not new to coding and did not learn new coding techniques or programming languages | null | Yes, I learned how to use AI-enabled tools required for my job or to benefit my career | Technical documentation (is generated for/by the tool or system) | 33 | Engineering manager | Less than 20 employees | People manager | Remote | Yes, I influenced the purchase of a substantial addition to the tech stack | Work | null | null | Software Development | Control over the level of quality in projects
NA | Yes | I have neither consider or transitioned into a new career or industry | 3 | 3 | United States of America | USD United States dollar | 220,000 | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | Yes, I use AI tools daily | Very favorable | Somewhat trust | Good, but not great at handling complex tasks | Generating content or synthetic data | null | Project planning | Learning about a codebase;Committing and reviewing code;Deployment and monitoring;Predictive analytics;Creating or maintaining documentation | Writing code;Documenting code;Debugging or fixing code;Learning new concepts or technologies | AI solutions that are almost right, but not quite;I haven’t encountered any problems | No | Yes, I use AI agents at work daily | Yes, to a great extent | Software engineering | Agent/multi-agent orchestration;MCP servers | AI agents have improved the quality of my code. | null | null | AI agents have increased my productivity.;AI agents have helped me automate repetitive tasks.;AI agents have accelerated my learning about new technologies or codebases.;AI agents have helped me solve complex problems more effectively.;AI agents have reduced the time spent on specific development tasks.;AI agents have improved collaboration within my team. | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 220,000 | 8 |
7,936 | 7,937 | I am a developer by profession | 25-34 years old | Some college/university study without earning a degree | Employed | None of the above | 10 | No, I am not new to coding and did not learn new coding techniques or programming languages | null | No, I didn't spend time learning in the past year | null | 17 | Developer, front-end | 100 to 499 employees | Individual contributor | Remote | No | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
7,937 | 7,938 | I code primarily as a hobby | 25-34 years old | Master’s degree (M.A., M.S., M.Eng., MBA, etc.) | Not employed | Caring for dependents (children, elderly, etc.) | 3 | Yes, I am not new to coding but am learning new coding techniques or programming language | Videos (not associated with specific online course or certification);Technical documentation (is generated for/by the tool or system);AI CodeGen tools or AI-enabled apps | Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies | null | 18 | Developer, full-stack | null | null | null | null | Work | Good brand and public image
NA | Prohibitive pricing
NA | null | null | No | I have neither consider or transitioned into a new career or industry | 10 | 5 | Germany | EUR European Euro | 10,834 | Yes | C#;HTML/CSS;JavaScript;Python;SQL;TypeScript | HTML/CSS;JavaScript;TypeScript | HTML/CSS;JavaScript;TypeScript | NA
NA | Yes | MySQL;PostgreSQL;SQLite;Supabase | SQLite;Supabase | SQLite;Supabase | NA
NA | No | null | null | null | NA
NA | Yes | Angular;ASP.NET;ASP.NET Core;Astro;Next.js;Node.js;Vue.js | Angular;Astro;Next.js;Node.js;Vue.js | Angular;Astro;Next.js;Node.js;Vue.js | NA
NA | Yes | Visual Studio Code;WebStorm;Windsurf | Bolt;Claude Code;Visual Studio Code;WebStorm;Windsurf | Visual Studio Code;WebStorm;Windsurf | NA
NA | null | null | null | null | null | Windows;iOS | Windows | GitHub;GitLab;Google Workspace;Markdown File;Notion | GitHub;Google Workspace;Markdown File;Notion | GitHub;Google Workspace;Markdown File;Notion | NA
NA | Stack Overflow;Stack Exchange;Discord;YouTube | Stack Overflow;Stack Exchange;Discord;YouTube | Stack Overflow;Stack Exchange;Discord;YouTube | NA
NA | Yes | Anthropic: Claude Sonnet;DeepSeek (R- Reasoning models);DeepSeek (V- General purpose models);Gemini (Flash general purpose models);Gemini (Pro Reasoning models);openAI GPT (chatbot models);openAI Image generating models;openAI Reasoning models;X Grok models | Anthropic: Claude Sonnet;Gemini (Flash general purpose models);Gemini (Pro Reasoning models);openAI GPT (chatbot models);openAI Reasoning models;X Grok models | Anthropic: Claude Sonnet;Gemini (Flash general purpose models);Gemini (Pro Reasoning models);openAI GPT (chatbot models);openAI Reasoning models;X Grok models | NA
NA | Not sure/can't remember | Less than once per month or monthly | Between 5 and 10 years | Less than once every 2 - 3 months | Chat (people);Videos;Lists of recommendations (tools, frameworks, technologies, etc.);Direct messaging of users;Chat (bot/AI) | Read and/or vote on comments for a Question or Answer I am interested in
NA | 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 | Learning about a codebase;Debugging or fixing code;Committing and reviewing code;Learning new concepts or technologies | Deployment and monitoring | null | Documenting code;Testing code;Creating or maintaining documentation | Project planning;Writing code;Predictive analytics;Search for answers;Generating content or synthetic data | AI solutions that are almost right, but not quite;Debugging AI-generated code is more time-consuming;I’ve become less confident in my own problem-solving | Yes, I rely on him quite heavily | Yes, I use AI agents at work daily | Yes, somewhat | Software engineering;Decision intelligence;Data and analytics;Marketing | null | null | AI agents have helped me automate repetitive tasks.;AI agents have improved collaboration within my team. | null | AI agents have increased my productivity.;AI agents have improved the quality of my code.;AI agents have accelerated my learning about new technologies or codebases.;AI agents have helped me solve complex problems more effectively.;AI agents have reduced the time spent on specific development tasks. | null | I 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 | The cost of using certain AI agent platforms is a barrier. | It takes significant time and effort to learn how to use AI agents effectively. | Integrating AI agents with my existing tools and workflows can be difficult.;My company's IT and/or InfoSec teams have strict rules that do not allow me to use AI agent tools or platforms | null | null | null | null | null | null | ChatGPT;GitHub Copilot;v0.dev | Windsurf | When I want to learn best practices;When I’m stuck and can’t explain the problem;When I need help fixing complex or unfamiliar code | null | 12,569 | null |
7,938 | 7,939 | I am a developer by profession | 35-44 years old | Master’s degree (M.A., M.S., M.Eng., MBA, etc.) | Employed | Engaged in paid work (20-29 hours per week) | 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 | 20 | DevOps engineer or professional | 100 to 499 employees | Individual contributor | Remote | No | Work | Robust and complete API
NA | null | Healthcare | Autonomy and trust to manage your own tasks
NA | No | I have neither consider or transitioned into a new career or industry | 5 | 2 | United States of America | USD United States dollar | 212,000 | Yes | Bash/Shell (all shells);Elixir;Go;HTML/CSS;JavaScript;Lisp;Python;Rust;Scala;SQL;TypeScript;Gleam | Bash/Shell (all shells);Python;Rust;Gleam | Bash/Shell (all shells);Python;Rust;Gleam | NA
NA | Yes | PostgreSQL;Redis;Snowflake;SQLite | PostgreSQL;Redis | PostgreSQL;Redis | NA
NA | Yes | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 212,000 | 7 |
7,939 | 7,940 | I am a developer by profession | 25-34 years old | Master’s degree (M.A., M.S., M.Eng., MBA, etc.) | Employed | None of the above | 5 | No, I am not new to coding and did not learn new coding techniques or programming languages | null | Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies | AI CodeGen tools or AI-enabled apps;Videos (not associated with specific online course or certification);Other online resources (e.g. standard search, forum, online community);Blogs or podcasts;Stack Overflow or Stack Exchange | 12 | Data engineer | 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 |
7,940 | 7,941 | I code primarily as a hobby | 25-34 years old | Other (please specify): | Not employed | None of the above | 69 | 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 | 69 | Retired | null | null | null | null | Personal Project | null | null | null | null | No | I have strongly considered changing my career and/or the industry I work in | null | null | Belize | 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 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
7,941 | 7,942 | I am a developer by profession | 55-64 years old | Master’s degree (M.A., M.S., M.Eng., MBA, etc.) | Independent contractor, freelancer, or self-employed | None of the above | 28 | Yes, I am not new to coding but am learning new coding techniques or programming language | Other online resources (e.g. standard search, forum, online community);AI CodeGen tools or AI-enabled apps | Yes, I learned how to use AI-enabled tools required for my job or to benefit my career | Other online resources (e.g. standard search, forum, online community);Online Courses or Certification (includes all media types) | 40 | Developer, back-end | 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 |
7,942 | 7,943 | I am not primarily a developer, but I write code sometimes as part of my work/studies | 25-34 years old | Master’s degree (M.A., M.S., M.Eng., MBA, etc.) | Student | Engaged in paid work (20-29 hours per week);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 for my personal curiosity and/or hobbies | Online Courses or Certification (includes all media types);Blogs or podcasts | 13 | Student | 20 to 99 employees | Individual contributor | In-person | No | School | Reputation for quality
NA | Prohibitive pricing
NA | Higher Education | null | No | I have neither consider or transitioned into a new career or industry | 6 | 5 | Poland | PLN Polish zloty | 84,000 | Yes | Bash/Shell (all shells);Python;SQL | Python;SQL | Python;SQL | NA
NA | Yes | MariaDB | MariaDB | MariaDB | NA
NA | No | null | null | null | NA
NA | Yes | Flask;jQuery | Flask;jQuery | Flask;jQuery | NA
NA | Yes | Vim;Visual Studio Code | Vim;Visual Studio Code | Vim;Visual Studio Code | NA
NA | null | null | null | null | null | Linux (non-WSL) | Windows;Debian;Linux (non-WSL) | GitHub;Obsidian | GitHub;Obsidian | GitHub;Obsidian | NA
NA | Stack Overflow;GitHub (public projects, not private repos) | null | null | NA
NA | Yes | Anthropic: Claude Sonnet;Gemini (Flash general purpose models);openAI GPT (chatbot models) | null | null | 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 | Long-form articles | Read and/or vote on comments for a Question or Answer I am interested in
NA | Neutral | Rarely, almost never | Yes, I use AI tools weekly | Indifferent | Somewhat distrust | Bad at handling complex tasks | Debugging or fixing code;Predictive analytics;Search for answers | Project planning;Testing code;Committing and reviewing code | Learning about a codebase;Writing code;Documenting code;Deployment and monitoring;Generating content or synthetic data;Creating or maintaining documentation;Learning new concepts or technologies | null | null | AI solutions that are almost right, but not quite;It’s hard to understand how or why the code works | I wouldn't think so, usually I am using AI to generate small snippets of code or functions, not the whole application or script. | 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.;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. | 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 | null | null | null | null | null | null | null | null | When I don’t trust AI’s answers;When I want to fully understand something;When I’m stuck and can’t explain the problem | Understanding the user needs and planning the general outline of the application. Big picture stuff. | 22,924 | null |
7,943 | 7,944 | I am a developer by profession | 35-44 years old | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Employed | Caring for dependents (children, elderly, etc.) | 16 | No, I am not new to coding and did not learn new coding techniques or programming languages | null | Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies | Videos (not associated with specific online course or certification) | 25 | Developer, front-end | 1,000 to 4,999 employees | Individual contributor | Remote | No | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
7,944 | 7,945 | 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 | 9 | 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 | 14 | Developer, desktop or enterprise applications | 1,000 to 4,999 employees | Individual contributor | Hybrid (some remote, leans heavy to in-person) | Yes, I endorsed a tool that was open-source and is currently used by more than just myself but no purchase was made | Work | Reputation for quality
NA | Security or privacy concerns
NA | Healthcare | Collaboration and support from a team
NA | No | I have somewhat considered changing my career and/or the industry I work in | 6 | 2 | Sweden | SEK Swedish krona | 640,000 | Yes | Assembly;C;C#;C++;PowerShell | C#;C++;Python;TypeScript | C#;C++ | NA
NA | Yes | Microsoft SQL Server | Cosmos DB;Microsoft SQL Server;Redis | Microsoft SQL Server | NA
NA | Yes | Amazon Web Services (AWS);Chocolatey;Make;Microsoft Azure;MSBuild;NuGet | Chocolatey;Microsoft Azure;MSBuild;NuGet | Chocolatey;Microsoft Azure;MSBuild;NuGet | NA
NA | Yes | ASP.NET;ASP.NET Core;Blazor | ASP.NET Core;Blazor | ASP.NET Core;Blazor | NA
NA | Yes | Notepad++;Visual Studio | Notepad++;Visual Studio | Notepad++;Visual Studio | NA
NA | .NET 8 or higher | .NET 8 or higher;Microsoft Fabric | .NET 8 or higher | null | null | Windows | Windows | Azure Devops;Confluence;Miro | Azure Devops;Confluence;Miro | Azure Devops;Confluence;Miro | NA
NA | Stack Overflow;Stack Exchange;Discord;Reddit;YouTube | Stack Overflow;Stack Exchange;Discord;Reddit;GitHub (public projects, not private repos);YouTube | Stack Overflow;Stack Exchange;Discord;Reddit;YouTube | NA
NA | No | null | null | null | NA
NA | Yes | A few times per week | Between 10 and 15 years | Less than once every 2 - 3 months | null | Browse content related to Q&A posts I recently viewed
NA | Yes, definitely | Less than half of the time | Yes, I use AI tools monthly or infrequently | Favorable | Somewhat distrust | Bad at handling complex tasks | Predictive analytics | Learning about a codebase;Project planning;Debugging or fixing code;Search for answers | Writing code;Documenting code;Testing code;Committing and reviewing code;Deployment and monitoring;Creating or maintaining documentation;Learning new concepts or technologies | Generating content or synthetic data | null | Debugging AI-generated code is more time-consuming;Other (write in): | No. AI can suggest things and certain testing code can be generated, but I have to be fully responsible for my output since an error could lead to people dying (Healthcare/Life Science). It is just more efficient and more safe to write almost all code myself since I anyway have to understand the generated code. | 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.;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.;My company's IT and/or InfoSec teams have strict rules that do not allow me to use AI agent tools or platforms | Integrating AI agents with my existing tools and workflows can be difficult. | null | null | null | null | null | null | null | null | null | When I don’t trust AI’s answers;When I want to fully understand something;When I have ethical or security concerns about code;When I’m stuck and can’t explain the problem | Defining and refining requirements/specifications, turning more complex system requirements and specification into working code.
I foresee no major change in the next 3-5 years except the coding part becomming faster (it is only a small part of the overall work anyway). Even when/if AI becomes good enough to turn a loose requirement into a fully working solution my line of work would still require a signoff from a human that the system does what it is supposed to. | 67,086 | 9 |
7,945 | 7,946 | 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.) | 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);Technical documentation (is generated for/by the tool or system);AI CodeGen tools or AI-enabled apps | Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies | AI CodeGen tools or AI-enabled apps;Technical documentation (is generated for/by the tool or system);Videos (not associated with specific online course or certification);Other online resources (e.g. standard search, forum, online community);Blogs or podcasts | 28 | Senior executive (C-suite, VP, etc.) | 20 to 99 employees | People manager | Remote | Yes, I influenced the purchase of a substantial addition to the tech stack | Work | Costs are manageable
NA | Prohibitive pricing
NA | Media & Advertising Services | null | Yes | I have neither consider or transitioned into a new career or industry | 3 | 3 | 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 |
7,946 | 7,947 | I am a developer by profession | 35-44 years old | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Independent contractor, freelancer, or self-employed | None of the above | 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);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);Colleague or on-the-job training;Blogs or podcasts | 17 | 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 |
7,947 | 7,948 | 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 (less than 10 hours per week) | 3 | Yes, I am not new to coding but am learning new coding techniques or programming language | Online Courses or Certification (includes all media types);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 | 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 |
7,948 | 7,949 | I am a developer by profession | 18-24 years old | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
7,949 | 7,950 | 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 | 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);Books / Physical media;School (i.e., University, College, etc) | No, I didn't spend time learning in the past year | null | 18 | Developer, full-stack | Less than 20 employees | Individual contributor | Hybrid (some remote, leans heavy to in-person) | Yes, I influenced the purchase of a substantial addition to the tech stack | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
7,950 | 7,951 | I am a developer by profession | 45-54 years old | Master’s degree (M.A., M.S., M.Eng., MBA, etc.) | Not employed | None of the above | 25 | Yes, I am not new to coding but am learning new coding techniques or programming language | Other online resources (e.g. standard search, forum, online community);Books / Physical media;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 | 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) | 25 | Developer, full-stack | null | null | null | null | Work | Reputation for quality
NA | Ethical concerns
NA | null | Solving real-world problems
NA | Yes | I have strongly considered changing my career and/or the industry I work in | 10 | 10 | United States of America | USD United States dollar | 130,000 | Yes | HTML/CSS;JavaScript;PHP;SQL;TypeScript | HTML/CSS;JavaScript;Kotlin;PHP;SQL;Swift;TypeScript | HTML/CSS;JavaScript;PHP;SQL;TypeScript | NA
NA | Yes | MariaDB;MySQL;PostgreSQL;Redis;SQLite | DuckDB;Elasticsearch;MariaDB;MySQL;PostgreSQL;Redis;Snowflake | MariaDB;MySQL;PostgreSQL;Redis | NA
NA | Yes | Amazon Web Services (AWS);Cloudflare;Composer;Datadog;Digital Ocean;Docker;Homebrew;npm;Vite;Webpack;Yarn | Amazon Web Services (AWS);Composer;Digital Ocean;Docker;Homebrew;npm;Pip;Vite | Amazon Web Services (AWS);Composer;Digital Ocean;Docker;Homebrew;npm;Vite | NA
NA | Yes | jQuery;Laravel;Nuxt.js;React;Svelte;Symfony;Vue.js;WordPress | Laravel;Symfony;Vue.js | Laravel;Symfony;Vue.js | NA
NA | Yes | PhpStorm;Sublime Text;Vim;Visual Studio Code | Sublime Text;Vim;Xcode | Sublime Text;Vim | BBEdit
NA | Tailwind CSS 4 | Tailwind CSS 4 | Tailwind CSS 4 | null | null | MacOS;iOS | MacOS;Ubuntu;Debian;Red Hat | GitHub;GitLab;Jira;Trello | GitHub;Trello | GitHub;Trello | NA
NA | Stack Overflow;GitHub (public projects, not private repos);Slack (public channels, not work);Bluesky;YouTube;LinkedIn | GitHub (public projects, not private repos);Slack (public channels, not work);Bluesky;YouTube | GitHub (public projects, not private repos);Slack (public channels, not work);Bluesky;YouTube | NA
NA | Yes | Anthropic: Claude Sonnet;openAI Image generating models;openAI Reasoning models | Anthropic: Claude Sonnet;openAI Reasoning models | Anthropic: Claude Sonnet;openAI Reasoning models | NA
NA | Yes | A few times per month or weekly | More than 15 years, or since Stack Overflow started in 2008 | Infrequently, less than once per year | Job board | Browse content related to Q&A posts I recently viewed
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 | Writing code;Debugging or fixing code;Testing code;Predictive analytics;Search for answers;Generating content or synthetic data;Learning new concepts or technologies | Learning about a codebase;Project planning;Committing and reviewing code;Deployment and monitoring | Documenting code;Creating or maintaining documentation | null | null | AI solutions that are almost right, but not quite | Yes | No, but I plan to | Yes, to a great extent | null | null | null | null | null | null | null | The cost of using certain AI agent platforms is a barrier.;My company's IT and/or InfoSec teams have strict rules that do not allow me to use AI agent tools or platforms | null | I am concerned about the accuracy of the information provided by AI agents.;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. | 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 learn best practices;When I have ethical or security concerns about code;When I need help fixing complex or unfamiliar code | Planning and scoping the goals and features of an application. AI does not seem relevant for purpose and direction of a project or application. | 130,000 | 8 |
7,951 | 7,952 | 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);Videos (not associated with specific online course or certification);Technical documentation (is generated for/by the tool or system);Colleague or on-the-job training;Games or coding challenges | No, I didn't spend time learning in the past year | null | 4 | Developer, back-end | 20 to 99 employees | Individual contributor | Hybrid (some in-person, leans heavy to flexibility) | No | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
7,952 | 7,953 | I code primarily as a hobby | Prefer not to say | null | I prefer not to say | null | null | Yes, I am not new to coding but am learning new coding techniques or programming language | Videos (not associated with specific online course or certification);Stack Overflow or Stack Exchange;Technical documentation (is generated for/by the tool or system) | No, I learned something that was not related to AI or AI enablement for my personal curiosity and/or hobbies | null | 1 | 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 |
7,953 | 7,954 | I am a developer by profession | 65 years or older | Master’s degree (M.A., M.S., M.Eng., MBA, etc.) | Employed | Transitioning to retirement (gradually reducing work hours) | 43 | 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 | 43 | Other (please specify): | 10,000 or more employees | Individual contributor | In-person | 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 |
7,954 | 7,955 | I am a developer by profession | 25-34 years old | Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.) | Employed | Caring for dependents (children, elderly, etc.) | 7 | No, I am not new to coding and did not learn new coding techniques or programming languages | null | Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies | null | 12 | Developer, back-end | 500 to 999 employees | Individual contributor | Hybrid (some in-person, leans heavy to flexibility) | No | Personal Project | Costs are manageable
NA | Prohibitive pricing
NA | Software Development | null | null | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
7,955 | 7,956 | I am a developer by profession | 45-54 years old | Some college/university study without earning a degree | Independent contractor, freelancer, or self-employed | Caring for dependents (children, elderly, etc.) | 36 | Yes, I am not new to coding but am learning new coding techniques or programming language | Technical documentation (is generated for/by the tool or system);AI CodeGen tools or AI-enabled apps;Other (please specify): | Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies | AI CodeGen tools or AI-enabled apps;Other online resources (e.g. standard search, forum, online community);Other (please specify): | 38 | Developer, back-end | 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 |
7,956 | 7,957 | I am a developer by profession | 35-44 years old | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Employed | None of the above | 15 | 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;Games or coding challenges | Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies | null | 23 | Senior executive (C-suite, VP, etc.) | 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 |
7,957 | 7,958 | I am a developer by profession | 45-54 years old | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Employed | Caring for dependents (children, elderly, etc.) | 9 | Yes, I am not new to coding but am learning new coding techniques or programming language | Online Courses or Certification (includes all media types);Videos (not associated with specific online course or certification);Stack Overflow or Stack Exchange;Technical documentation (is generated for/by the tool or system);AI CodeGen tools or AI-enabled apps | Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies | AI CodeGen tools or AI-enabled apps;Videos (not associated with specific online course or certification);Online Courses or Certification (includes all media types) | 11 | Developer, full-stack | 10,000 or more employees | Individual contributor | Remote | 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 |
7,958 | 7,959 | 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 | No, I am not new to coding and did not learn new coding techniques or programming languages | null | Yes, I learned how to use AI-enabled tools required for my job or to benefit my career | AI CodeGen tools or AI-enabled apps;Technical documentation (is generated for/by the tool or system);Videos (not associated with specific online course or certification);Other online resources (e.g. standard search, forum, online community);Colleague or on-the-job training;Blogs or podcasts | 24 | DevOps engineer or professional | 10,000 or more employees | Individual contributor | Hybrid (some remote, leans heavy to in-person) | No | Work | Reputation for quality
NA | Security or privacy concerns
NA | Software Development | Job stability and career growth with a single employer
NA | No | I have neither consider or transitioned into a new career or industry | 30 | 5 | United States of America | USD United States dollar | 261,706 | Yes | Bash/Shell (all shells);C#;PowerShell | Bash/Shell (all shells);C#;HTML/CSS;JavaScript;PowerShell;TypeScript | Bash/Shell (all shells);C#;PowerShell | batch
batch | Yes | Cosmos DB;Microsoft SQL Server | Cosmos DB;Microsoft SQL Server | Cosmos DB;Microsoft SQL Server | kusto
kusto | Yes | Docker;Kubernetes;Microsoft Azure;MSBuild;npm;NuGet;Yarn | Docker;Kubernetes;Microsoft Azure;MSBuild;npm;NuGet | Docker;Kubernetes;Microsoft Azure;MSBuild;npm;NuGet | NA
NA | Yes | ASP.NET | ASP.NET Core;Node.js;React | null | NA
NA | Yes | Notepad++;Visual Studio;Visual Studio Code | Notepad++;Visual Studio;Visual Studio Code | Notepad++;Visual Studio;Visual Studio Code | NA
NA | .NET 8 or higher;Google Gemini | .NET 8 or higher;Google Gemini | .NET 8 or higher;Google Gemini | null | null | Windows;Android;iPadOS | Windows | Azure Devops;GitHub;Markdown File;Wikis | Azure Devops;GitHub;Markdown File;Wikis | Azure Devops;GitHub;Markdown File;Wikis | NA
NA | Stack Overflow;Stack Exchange;Reddit;GitHub (public projects, not private repos);Company-sponsored forums | Stack Overflow;Stack Exchange;Reddit;GitHub (public projects, not private repos);Company-sponsored forums | Stack Overflow;Stack Exchange;Reddit;GitHub (public projects, not private repos);Company-sponsored forums | NA
NA | Yes | Gemini (Flash general purpose models);Gemini (Pro Reasoning models);Microsoft Phi-4 models;openAI GPT (chatbot models);openAI Reasoning models | Gemini (Flash general purpose models);Gemini (Pro Reasoning models);Microsoft Phi-4 models;openAI GPT (chatbot models);openAI Reasoning models | Gemini (Flash general purpose models);Gemini (Pro Reasoning models);Microsoft Phi-4 models;openAI GPT (chatbot models);openAI Reasoning models | NA
NA | Yes | A few times per week | Between 10 and 15 years | Less than once every 2 - 3 months | null | Directly open a Q&A post via search, documentation or a peer
NA | Neutral | Less than half of the time | Yes, I use AI tools daily | Very favorable | Somewhat trust | Bad at handling complex tasks | Learning about a codebase;Writing code;Documenting code;Debugging or fixing code;Testing code;Committing and reviewing code;Search for answers;Generating content or synthetic data;Creating or maintaining documentation;Learning new concepts or technologies | Project planning;Deployment and monitoring;Predictive analytics | null | null | null | AI solutions that are almost right, but not quite | No, vibe coding feels like a way to make a proof of concept, but when it comes to real world projects, you would need to replace lots of the code for best practices | Yes, I use AI agents at work monthly or infrequently | Yes, somewhat | Software engineering;IT operations | null | AI agents have increased my productivity.;AI agents have accelerated my learning about new technologies or codebases.;AI agents have helped me solve complex problems more effectively.;AI agents have improved collaboration within my team. | AI agents have helped me automate repetitive tasks. | AI agents have improved the quality of my code. | AI agents have reduced the time spent on specific development tasks. | null | It takes significant time and effort to learn how to use AI agents effectively.;The cost of using certain AI agent platforms is a barrier. | Integrating AI agents with my existing tools and workflows can be difficult.;My company's IT and/or InfoSec teams have strict rules that do not allow me to use AI agent tools or platforms | I am concerned about the accuracy of the information provided by AI agents.;I have concerns about the security and privacy of data when using AI agents. | null | null | null | null | null | null | null | null | ChatGPT;GitHub Copilot;Google Gemini;Microsoft Copilot | null | When I don’t trust AI’s answers;When I want to learn best practices;When I have ethical or security concerns about code | Security, solving large complex problems, coming up with novel solutions to new problems, system design and resilience, deployment to new environments | 261,706 | 5 |
7,959 | 7,960 | I am a developer by profession | 18-24 years old | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Employed | Volunteering (regularly);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 | 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);Stack Overflow or Stack Exchange;Games or coding challenges;Books / Physical media;School (i.e., University, College, etc) | 13 | Developer, game or graphics | I don’t know | People manager | Hybrid (some remote, leans heavy to in-person) | No | Personal Project | Customizable and manageable codebase
NA | null | Software Development | Control over the level of quality in projects
NA | Yes | I have somewhat considered changing my career and/or the industry I work in | 10 | 20 | Germany | EUR European Euro | 55,000 | Yes | Ada;C;C#;C++;Dart;Elixir;Go;Groovy;HTML/CSS;Java;JavaScript;Kotlin;R;Ruby;Swift;TypeScript;Zig;Mojo | Ada;Assembly;Bash/Shell (all shells);C;C#;C++;Dart;Delphi;Elixir;Erlang;F#;Fortran;Go;Groovy;HTML/CSS;Java;JavaScript;Kotlin;Lisp;Lua;MATLAB;MicroPython;OCaml;Perl;PHP;PowerShell;Prolog;Python;R;Rust;Scala;SQL;TypeScript;VBA;Mojo;Gleam | Ada;C;C#;C++;Dart;Elixir;Go;Groovy;HTML/CSS;Java;JavaScript;Kotlin;R;TypeScript;Mojo | NA
NA | Yes | Cassandra;Cloud Firestore;DuckDB | Cassandra;Cloud Firestore | Cassandra;Cloud Firestore | NA
NA | No | null | null | null | NA
NA | Yes | Angular;AngularJS;Astro;Django;jQuery;Node.js;Vue.js | Angular;AngularJS;Django;jQuery;Node.js;React;Svelte;Vue.js | Angular;AngularJS;Django;jQuery;Node.js;Vue.js | NA
NA | Yes | Android Studio;IntelliJ IDEA;Notepad++;Sublime Text;Vim;Visual Studio;Visual Studio Code;Xcode | Android Studio;IntelliJ IDEA;Notepad++;Sublime Text;Vim;Visual Studio;Visual Studio Code;Xcode | Android Studio;IntelliJ IDEA;Notepad++;Sublime Text;Vim;Visual Studio;Visual Studio Code;Xcode | NA
NA | c++23;Tailwind CSS 4;SwiftData | c++23;Tailwind CSS 4;SwiftData;Microsoft Fabric | c++23;Tailwind CSS 4;SwiftData | null | null | Windows;MacOS;Android;iOS;iPadOS | Windows;MacOS;Android;iOS;iPadOS | Asana;GitHub;GitLab | Asana;GitHub;GitLab | Asana;GitHub;GitLab | NA
NA | Stack Overflow;Stack Exchange;Discord;Reddit;Hacker News;GitHub (public projects, not private repos);Slack (public channels, not work);YouTube;LinkedIn | Stack Overflow;Stack Exchange;Discord;Reddit;Hacker News;GitHub (public projects, not private repos);Slack (public channels, not work);YouTube;LinkedIn | Stack Overflow;Stack Exchange;Discord;Reddit;Hacker News;GitHub (public projects, not private repos);Slack (public channels, not work);YouTube;LinkedIn | NA
NA | Yes | openAI GPT (chatbot models) | openAI GPT (chatbot models) | openAI GPT (chatbot models) | NA
NA | Yes | A few times per week | Between 5 and 10 years | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 63,808 | 7 |
7,960 | 7,961 | I am a developer by profession | 18-24 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) | 4 | Yes, I am not new to coding but am learning new coding techniques or programming language | Other (please specify): | 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) | 12 | Developer, mobile | 1,000 to 4,999 employees | Individual contributor | Remote | No | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
7,961 | 7,962 | 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) | 10 | Yes, I am not new to coding but am learning new coding techniques or programming language | Technical documentation (is generated for/by the tool or system);AI CodeGen tools or AI-enabled apps;Colleague or on-the-job training | Yes, I learned how to use AI-enabled tools required for my job or to benefit my career | Technical documentation (is generated for/by the tool or system);Other online resources (e.g. standard search, forum, online community);Online Courses or Certification (includes all media types);Blogs or podcasts | 25 | Developer, AI apps or physical AI | Less than 20 employees | Individual contributor | Remote | Yes, I influenced the purchase of a substantial addition to the tech stack | Work | Customizable and manageable codebase
NA | null | Software Development | null | No | I have neither consider or transitioned into a new career or industry | 10 | 10 | Costa Rica | USD United States dollar | 200,000 | Yes | C#;C++;Fortran;HTML/CSS;Java;JavaScript;PowerShell;Python;R;SQL | Lua;SQL | SQL | NA
NA | Yes | DuckDB;Elasticsearch;Microsoft Access;Microsoft SQL Server;MongoDB;MySQL;PostgreSQL;Supabase | BigQuery;PostgreSQL | PostgreSQL | NA
NA | Yes | Amazon Web Services (AWS);Docker;Firebase;Google Cloud;Gradle;Maven (build tool);npm;Pip;Supabase;Vite;Yarn | null | null | NA
NA | Yes | Angular;AngularJS;Django;Drupal;Express;FastAPI;jQuery;Next.js;Node.js;Spring Boot;Svelte;Vue.js | Spring Boot | Spring Boot | NA
NA | Yes | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | Yes, I use AI tools daily | Very favorable | Somewhat trust | Good, but not great at handling complex tasks | null | null | null | null | Learning about a codebase;Project planning;Writing code;Documenting code;Debugging or fixing code;Testing code;Committing and reviewing code;Deployment and monitoring;Predictive analytics;Search for answers;Generating content or synthetic data;Creating or maintaining documentation;Learning new concepts or technologies | AI solutions that are almost right, but not quite | yes | Yes, I use AI agents at work daily | Yes, to a great extent | Software engineering;Business process automation;Decision intelligence;IT operations;Data and analytics;Customer service support;Marketing;Cybersecurity | Multi-platform search enablement;Language processing;Agent/multi-agent orchestration;Vector databases for AI applications;MCP servers;Integration with external agents and APIs;Personalized agent creation | null | null | null | AI agents have increased my productivity.;AI agents have helped me automate repetitive tasks.;AI agents have improved the quality of my code.;AI agents have accelerated my learning about new technologies or codebases.;AI agents have helped me solve complex problems more effectively.;AI agents have reduced the time spent on specific development tasks.;AI agents have improved collaboration within my team. | null | null | null | I am concerned about the accuracy of the information provided by AI agents. | The cost of using certain AI agent platforms is a barrier. | 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 | Redis;GitHub MCP Server;supabase;pgvector | null | OpenRouter;LangChain;Zapier;Amazon Bedrock Agents;LangGraph | null | Honeycomb | null | ChatGPT;Claude Code;GitHub Copilot;Google Gemini;Microsoft Copilot;Auto-GPT;Devin AI;Replit;v0.dev;Perplexity;Bolt.new | null | When I don’t trust AI’s answers;When I want to fully understand something;When I want to compare different solutions;When I have ethical or security concerns about code;When I need quick help troubleshooting | managing code | 200,000 | 10 |
7,962 | 7,963 | I am learning to code | 18-24 years old | Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.) | Student | Attending school (full-time) | 1 | Yes, I am new to coding or currently a student | Online Courses or Certification (includes all media types);Other online resources (e.g. standard search, forum, online community);Videos (not associated with specific online course or certification);Stack Overflow or Stack Exchange;Technical documentation (is generated for/by the tool or system);Blogs or podcasts | 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);Stack Overflow or Stack Exchange | 1 | 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 |
7,963 | 7,964 | I am a developer by profession | 18-24 years old | Other (please specify): | Employed | None of the above | 3 | 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 |
7,964 | 7,965 | I am a developer by profession | 25-34 years old | Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.) | Independent contractor, freelancer, or self-employed | Caring for dependents (children, elderly, etc.) | 10 | Yes, I am not new to coding but am learning new coding techniques or programming language | 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) | 16 | Architect, software or solutions | null | null | null | Yes, I influenced the purchase of a substantial addition to the tech stack | Work | Reputation for quality
NA | Security or privacy concerns
NA | Software Development | Competitive pay and benefits
NA | No | I have neither consider or transitioned into a new career or industry | 20 | 10 | Czech Republic | USD United States dollar | 135,000 | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | Yes, I use AI tools daily | Very favorable | Somewhat 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 | 135,000 | 10 |
7,965 | 7,966 | 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 | Attending school (full-time) | 13 | Yes, I am not new to coding but am learning new coding techniques or programming language | Online Courses or Certification (includes all media types);Books / Physical media;Videos (not associated with specific online course or certification);Stack Overflow or Stack Exchange;AI CodeGen tools or AI-enabled apps;Colleague or on-the-job training;Blogs or podcasts;School (i.e., University, College, etc) | Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies | 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 |
7,966 | 7,967 | I am a developer by profession | 45-54 years old | Some college/university study without earning a degree | Independent contractor, freelancer, or self-employed | None of the above | 23 | No, I am not new to coding and did not learn new coding techniques or programming languages | null | No, I didn't spend time learning in the past year | null | 20 | Developer, front-end | null | null | null | No | Work | Connected to an open-source project
NA | Inefficient or time-costly
NA | Internet, Telecomm or Information Services | Solving real-world problems
NA | I'm not sure | I have transitioned into a new career and/or industry voluntarily | 3 | 3 | Germany | EUR European Euro | 120,000 | Yes | JavaScript;TypeScript | JavaScript;TypeScript | JavaScript;TypeScript | NA
NA | No | null | null | null | NA
NA | Yes | Homebrew;Microsoft Azure;Vite | Bun;Google Cloud;Heroku;Vercel;Vite | Vite | NA
NA | Yes | React | Express;Node.js;React | React | NA
NA | Yes | Visual Studio Code | Visual Studio Code;Zed | Visual Studio Code | NA
NA | Tailwind CSS 4 | null | null | null | null | MacOS | MacOS | Azure Devops;Confluence | GitHub;GitLab;Jira | null | NA
NA | Stack Overflow;GitHub (public projects, not private repos);YouTube;LinkedIn | null | null | NA
NA | No | null | null | null | NA
NA | Yes | Less than once per month or monthly | Between 5 and 10 years | Less than once per month or monthly | Chat (bot/AI) | Ask a question
NA | No, not really | Rarely, almost never | Yes, I use AI tools weekly | Indifferent | Neither trust nor distrust | Neither good or bad at handling complex tasks | Writing code;Debugging or fixing code;Testing code | Learning about a codebase;Project planning;Committing and reviewing code;Deployment and monitoring;Predictive analytics;Generating content or synthetic data;Creating or maintaining documentation | Documenting code;Learning new concepts or technologies | Search for answers | null | AI solutions that are almost right, but not quite | no | No, but I 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.;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 | The cost of using certain AI agent platforms is a barrier. | I am concerned about the accuracy of the information provided by AI agents.;Integrating AI agents with my existing tools and workflows can be difficult. | null | null | null | null | null | null | null | null | null | When I don’t trust AI’s answers;When I want to compare different solutions;When I have ethical or security concerns about code | Clean code and integration | 139,218 | 10 |
7,967 | 7,968 | 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 (10-19 hours per week) | 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 | Other (please specify): | 10 | Developer, back-end | 5,000 to 9,999 employees | Individual contributor | Hybrid (some remote, leans heavy to in-person) | No | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
7,968 | 7,969 | I am a developer by profession | 25-34 years old | Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.) | Independent contractor, freelancer, or self-employed | Volunteering (regularly);Engaged in paid work (20-29 hours per week) | 10 | No, I am not new to coding and did not learn new coding techniques or programming languages | null | Yes, I learned how to use AI-enabled tools required for my job or to benefit my career | 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;Stack Overflow or Stack Exchange | 15 | Developer, full-stack | Just me - I am a freelancer, sole proprietor, etc. | Individual contributor | Hybrid (some remote, leans heavy to in-person) | Yes, I influenced the purchase of a substantial addition to the tech stack | Work | AI integration or AI Agent capabilities
NA | Poor usability
NA | Software Development | Control over the level of quality in projects
NA | No | I have strongly considered changing my career and/or the industry I work in | null | null | Turkey | USD United States dollar | 50 | Yes | HTML/CSS;JavaScript;TypeScript | HTML/CSS;JavaScript;TypeScript | HTML/CSS;JavaScript;TypeScript | NA
NA | Yes | MySQL;PostgreSQL | MySQL;PostgreSQL | MySQL;PostgreSQL | NA
NA | Yes | Docker;npm;pnpm | Docker;npm;pnpm | Docker;npm;pnpm | NA
NA | Yes | Angular;Vue.js | Angular;Vue.js | Angular;Vue.js | NA
NA | Yes | Bolt;Claude Code;Cursor;Lovable.dev;Visual Studio Code;WebStorm;Windsurf | Bolt;Claude Code;Lovable.dev;Visual Studio Code;WebStorm;Windsurf | Bolt;Claude Code;Lovable.dev;Visual Studio Code;WebStorm;Windsurf | NA
NA | Tailwind CSS 4;Google Gemini;Ollama | Tailwind CSS 4;Google Gemini;Ollama | Tailwind CSS 4;Google Gemini;Ollama | null | null | Windows;MacOS;Ubuntu;Android;Windows Subsystem for Linux (WSL) | Windows;MacOS;Ubuntu;Android;Windows Subsystem for Linux (WSL) | Asana;GitHub;Linear;Notion;Obsidian | Asana;GitHub;Notion;Obsidian | Asana;GitHub;Notion;Obsidian | NA
NA | Stack Overflow;Stack Exchange;Discord;Reddit;Dev.to;GitHub (public projects, not private repos);Slack (public channels, not work);YouTube;Medium | Stack Overflow;Stack Exchange;Discord;Reddit;Dev.to;GitHub (public projects, not private repos);Slack (public channels, not work);YouTube;Medium | Stack Overflow;Stack Exchange;Discord;Reddit;Dev.to;GitHub (public projects, not private repos);Slack (public channels, not work);YouTube;Medium | NA
NA | Yes | Anthropic: Claude Sonnet;DeepSeek (R- Reasoning models);DeepSeek (V- General purpose models);Gemini (Flash general purpose models);openAI GPT (chatbot models);openAI Reasoning models;Perplexity Sonar models | Anthropic: Claude Sonnet;DeepSeek (R- Reasoning models);DeepSeek (V- General purpose models);Gemini (Flash general purpose models);openAI GPT (chatbot models);openAI Reasoning models;Perplexity Sonar models | Anthropic: Claude Sonnet;DeepSeek (R- Reasoning models);DeepSeek (V- General purpose models);Gemini (Flash general purpose models);openAI GPT (chatbot models);openAI Reasoning models;Perplexity Sonar models | NA
NA | Yes | Daily or almost daily | Between 10 and 15 years | Infrequently, less than once per year | Long-form articles;Videos;Chat (bot/AI) | Ask a question
NA | Neutral | null | Yes, I use AI tools daily | Very favorable | Neither trust nor distrust | Neither good or bad at handling complex tasks | Learning about a codebase;Project planning;Writing code;Documenting code;Debugging or fixing code;Testing code;Committing and reviewing code;Predictive analytics;Search for answers;Generating content or synthetic data;Creating or maintaining documentation | null | null | Deployment and monitoring | Learning new concepts or technologies | AI solutions that are almost right, but not quite;It’s hard to understand how or why the code works | ai supported auto-pilot coding style | Yes, I use AI agents at work daily | Yes, to a great extent | Software engineering;Business process automation;Data and analytics | Language processing;Agent/multi-agent orchestration;MCP servers | AI agents have improved the quality of my code.;AI agents have reduced the time spent on specific development tasks.;AI agents have improved collaboration within my team. | null | null | AI agents have increased my productivity.;AI agents have helped me automate repetitive tasks.;AI agents have accelerated my learning about new technologies or codebases.;AI agents have helped me solve complex problems more effectively. | null | null | null | I am concerned about the accuracy of the information provided by AI agents.;It takes significant time and effort to learn how to use AI agents effectively.;I have concerns about the security and privacy of data when using AI agents. | 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 | ChatGPT;Claude Code;GitHub Copilot;Google Gemini;Microsoft Copilot;Replit;v0.dev;Bolt.new;Lovable.dev | 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’m stuck and can’t explain the problem | creativity, human relations | 50 | 7 |
7,969 | 7,970 | 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 | 40 | 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 | 45 | Academic researcher | 5,000 to 9,999 employees | People manager | Your choice (very flexible, you can come in when you want or just as needed) | Yes, I endorsed a tool that was open-source and is currently used by more than just myself but no purchase was made | Work | Connected to an open-source project
NA | Security or privacy concerns
NA | Government | null | Yes | I have neither consider or transitioned into a new career or industry | 4 | 6 | Germany | EUR European Euro | null | Yes | C;Zig | null | null | NA
NA | No | null | null | null | NA
NA | Yes | Docker | null | null | NA
NA | No | null | null | null | NA
NA | No | null | null | null | NA
NA | Large Language Model | null | null | null | null | Linux (non-WSL) | null | Confluence;GitHub | null | null | NA
NA | Discord;GitHub (public projects, not private repos);X;YouTube | null | null | ziggit.dev
NA | No | null | null | null | NA
NA | Yes | Infrequently, less than once per year | Between 5 and 10 years | Infrequently, less than once per year | Message Boards;Long-form articles;Videos;Chat (bot/AI) | null | No, not really | Rarely, almost never | Yes, I use AI tools daily | Very favorable | Neither trust nor distrust | Bad at handling complex tasks | Writing code;Debugging or fixing code;Generating content or synthetic data;Creating or maintaining documentation;Learning new concepts or technologies | Project planning;Documenting code;Committing and reviewing code;Deployment and monitoring | null | null | Learning about a codebase;Testing code;Predictive analytics;Search for answers | Debugging AI-generated code is more time-consuming | no it isn't | No, and I don't plan to | Yes, somewhat | null | null | null | null | null | null | null | The cost of using certain AI agent platforms is a barrier. | 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.;I have concerns about the security and privacy of data when using AI agents. | It takes significant time and effort to learn how to use AI agents effectively. | My company's IT and/or InfoSec teams have strict rules that do not allow me to use AI agent tools or platforms | null | null | null | null | null | null | null | null | When I don’t trust AI’s answers;When I want to compare different solutions | A complete understanding of the problem to be solved and the programming language used. | null | 10 |
7,970 | 7,971 | 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) | 1 | No, I am not new to coding and did not learn new coding techniques or programming languages | null | No, I learned something that was not related to AI or AI enablement for my personal curiosity and/or hobbies | null | 3 | Developer, full-stack | 100 to 499 employees | Individual contributor | In-person | No | Personal Project | null | Poor usability
NA | Other: | Control over the level of quality in projects
NA | I'm not sure | I have neither consider or transitioned into a new career or industry | 1 | 1 | Brazil | BRL Brazilian real | 3,500 | null | null | null | null | 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 | 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 | 637 | 4 |
7,971 | 7,972 | I am a developer by profession | 65 years or older | Some college/university study without earning a degree | Independent contractor, freelancer, or self-employed | Transitioning to retirement (gradually reducing work hours) | 50 | No, I am not new to coding and did not learn new coding techniques or programming languages | null | Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies | Technical documentation (is generated for/by the tool or system);Other online resources (e.g. standard search, forum, online community) | 42 | 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 |
7,972 | 7,973 | 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.);Attending school (part-time) | 11 | Yes, I am not new to coding but am learning new coding techniques or programming language | Online Courses or Certification (includes all media types);Blogs or podcasts | Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies | Videos (not associated with specific online course or certification);Other online resources (e.g. standard search, forum, online community);Blogs or podcasts | 15 | AI/ML engineer | 1,000 to 4,999 employees | Individual contributor | Remote | Yes, I endorsed a tool that was open-source and is currently used by more than just myself but no purchase was made | Work | Connected to an open-source project
NA | Inefficient or time-costly
NA | Internet, Telecomm or Information Services | Control over the level of quality in projects
NA | I'm not sure | I have somewhat considered changing my career and/or the industry I work in | 13 | 17 | South Africa | ZAR South African rand | 1,900,000 | Yes | Bash/Shell (all shells);Go;HTML/CSS;Java;JavaScript;Perl;Python;R;Ruby;Scala;SQL | Bash/Shell (all shells);C++;Python;Ruby;Rust;SQL | Bash/Shell (all shells);Python;Ruby;SQL | NA
NA | Yes | BigQuery;Databricks SQL;DuckDB;Dynamodb;Elasticsearch;Microsoft SQL Server;MySQL;PostgreSQL;Snowflake;Amazon Redshift | DuckDB;PostgreSQL;Snowflake | DuckDB;PostgreSQL;Snowflake | NA
NA | Yes | Amazon Web Services (AWS);Datadog;Docker;Google Cloud;Homebrew;Kubernetes;Make;Maven (build tool);npm;Poetry;Terraform;Yarn | Amazon Web Services (AWS);Datadog;Docker;Homebrew;Kubernetes;Make;Prometheus;Terraform | Amazon Web Services (AWS);Datadog;Docker;Homebrew;Kubernetes;Make;Terraform | NA
NA | null | null | null | null | NA
NA | Yes | IntelliJ IDEA;Jupyter Notebook/JupyterLab;Notepad++;PyCharm;Sublime Text;Vim;Visual Studio Code | IntelliJ IDEA;PyCharm;Visual Studio Code | IntelliJ IDEA;PyCharm;Visual Studio Code | NA
NA | Polars;Large Language Model;Amazon Bedrock | Large Language Model;Google Gemini | Large Language Model | null | null | Windows;MacOS;Android | MacOS;Ubuntu;iOS | Confluence;GitHub;GitLab;Jira;Lucid (includes Lucidchart) | GitHub;GitLab;Lucid (includes Lucidchart) | GitHub;GitLab;Lucid (includes Lucidchart) | NA
NA | Stack Overflow;Stack Exchange;Reddit;Hacker News;GitHub (public projects, not private repos);Slack (public channels, not work);Kaggle;YouTube;LinkedIn | Reddit;GitHub (public projects, not private repos);Slack (public channels, not work);YouTube;Substack | Reddit;GitHub (public projects, not private repos);Slack (public channels, not work);YouTube | NA
NA | Yes | Anthropic: Claude Sonnet;Gemini (Flash general purpose models);Meta Llama (all models);openAI Reasoning models | Anthropic: Claude Sonnet | Anthropic: Claude Sonnet | 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 | Learning about a codebase;Writing code;Committing and reviewing code;Generating content or synthetic data;Creating or maintaining documentation;Learning new concepts or technologies;Other (write in): | null | Project planning;Debugging or fixing code;Testing code | Documenting code;Deployment and monitoring;Predictive analytics | Search for answers | AI solutions that are almost right, but not quite;Debugging AI-generated code is more time-consuming | null | Yes, I use AI agents at work weekly | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 107,120 | null |
7,973 | 7,974 | I am a developer by profession | 18-24 years old | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Student | Volunteering (regularly);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 | Technical documentation (is generated for/by the tool or system);Videos (not associated with specific online course or certification);Colleague or on-the-job training;Stack Overflow or Stack Exchange;School (i.e., University, College, etc) | 5 | Developer, full-stack | null | null | null | null | Work | Connected to an open-source project
NA | Lack of or sub-par API
NA | null | null | I'm not sure | I have neither consider or transitioned into a new career or industry | 5 | 3 | Ethiopia | ETB Ethiopian birr | 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 weekly | Very favorable | Highly distrust | I don't use AI tools for complex tasks / I don't know | Debugging or fixing code;Search for answers;Learning new concepts or technologies | Documenting code;Testing code;Deployment and monitoring;Predictive analytics;Generating content or synthetic data;Creating or maintaining documentation;Other (write in): | null | Learning about a codebase;Writing code | Project planning;Committing and reviewing code | 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 | It's a lazy man's work. | No, and I don't plan to | No, but my development work has significantly changed due to non-AI factors | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 8 |
7,974 | 7,975 | I am a developer by profession | 35-44 years old | Master’s degree (M.A., M.S., M.Eng., MBA, etc.) | Employed | Volunteering (regularly);Engaged in paid work (less than 10 hours per week) | 11 | 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 | 17 | Developer, back-end | 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 |
7,975 | 7,976 | 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 (10-19 hours per week) | 6 | No, I am not new to coding and did not learn new coding techniques or programming languages | null | No, I learned something that was not related to AI or AI enablement for my personal curiosity and/or hobbies | null | 6 | Developer, front-end | 100 to 499 employees | Individual contributor | Remote | No | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
7,976 | 7,977 | I am a developer by profession | 45-54 years old | Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.) | Employed | Caring for dependents (children, elderly, etc.) | 28 | Yes, I am not new to coding but am learning new coding techniques or programming language | Other online resources (e.g. standard search, forum, online community);Videos (not associated with specific online course or certification);Technical documentation (is generated for/by the tool or system);AI CodeGen tools or AI-enabled apps | Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies | AI CodeGen tools or AI-enabled apps;Videos (not associated with specific online course or certification);Blogs or podcasts | 30 | Developer, mobile | 10,000 or more employees | Individual contributor | Hybrid (some in-person, leans heavy to flexibility) | Yes, I endorsed a tool that was ultimately not purchased or used at my organization | Work | Costs are manageable
NA | Security or privacy concerns
NA | Transportation, or Supply Chain | Solving real-world problems
NA | I'm not sure | I have somewhat considered changing my career and/or the industry I work in | 2 | null | United Kingdom of Great Britain and Northern Ireland | GBP Pound sterling | 78,000 | Yes | Kotlin;TypeScript | Kotlin;TypeScript | Kotlin;TypeScript | NA
NA | No | null | null | null | NA
NA | Yes | Microsoft Azure | Microsoft Azure | Microsoft Azure | NA
NA | Yes | Next.js;Node.js | null | null | NA
NA | Yes | Android Studio;Cursor;Visual Studio Code | Android Studio;Visual Studio Code | Android Studio;Visual Studio Code | NA
NA | Google Gemini | Google Gemini;Ollama | Google Gemini | null | null | MacOS;Android | MacOS;Android | Azure Devops | Azure Devops | Azure Devops | NA
NA | Slack (public channels, not work);Bluesky;YouTube;LinkedIn | Slack (public channels, not work);Bluesky;YouTube;LinkedIn | Slack (public channels, not work);Bluesky;YouTube;LinkedIn | NA
NA | Yes | Gemini (Flash general purpose models);Gemini (Pro Reasoning models);openAI GPT (chatbot models) | Gemini (Flash general purpose models);Gemini (Pro Reasoning models);Meta Llama (all models) | Gemini (Flash general purpose models);Gemini (Pro Reasoning models) | NA
NA | Yes | Less than once per month or monthly | Between 5 and 10 years | Infrequently, less than once per year | null | Ask a question
NA | No, not really | Less than half of the time | Yes, I use AI tools daily | Very favorable | Somewhat trust | Neither good or bad at handling complex tasks | Learning about a codebase;Writing code;Search for answers;Learning new concepts or technologies | null | Committing and reviewing code;Deployment and monitoring;Creating or maintaining documentation | Documenting code;Debugging or fixing code;Testing code | null | AI solutions that are almost right, but not quite | null | 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. | null | My company's IT and/or InfoSec teams have strict rules that do not allow me to use AI agent tools or platforms | I am concerned about the accuracy of the information provided by AI agents.;Integrating AI agents with my existing tools and workflows can be difficult.;It takes significant time and effort to learn how to use AI agents effectively.;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 compare different solutions;When I have ethical or security concerns about code;When I need help fixing complex or unfamiliar code | null | 106,190 | 7 |
7,977 | 7,978 | I am learning to code | 25-34 years old | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Employed | Volunteering (regularly) | 5 | Yes, I am new to coding or currently a student | Other online resources (e.g. standard search, forum, online community) | Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies | Other online resources (e.g. standard search, forum, online community) | 7 | Engineering manager | Just me - I am a freelancer, sole proprietor, etc. | Individual contributor | In-person | Yes, I influenced the purchase of a substantial addition to the tech stack | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
7,978 | 7,979 | I am a developer by profession | 35-44 years old | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Employed | None of the above | 10 | 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) | No, I learned something that was not related to AI or AI enablement for my personal curiosity and/or hobbies | null | 14 | Developer, full-stack | Less than 20 employees | Individual contributor | Your choice (very flexible, you can come in when you want or just as needed) | Yes, I endorsed a tool that was open-source and is currently used by more than just myself but no purchase was made | Work | Costs are manageable
based on, or pushes for, use of standardized protocols | Ethical concerns
NA | Transportation, or Supply Chain | 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 |
7,979 | 7,980 | 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 | 17 | No, I am not new to coding and did not learn new coding techniques or programming languages | null | Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies | Online Courses or Certification (includes all media types);Blogs or podcasts | 25 | Developer, back-end | Less than 20 employees | Individual contributor | Remote | Yes, I influenced the purchase of a substantial addition to the tech stack | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
7,980 | 7,981 | I am not primarily a developer, but I write code sometimes as part of my work/studies | 55-64 years old | Master’s degree (M.A., M.S., M.Eng., MBA, etc.) | Student | Engaged in paid work (10-19 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);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;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 | 42 | Other (please specify): | Less than 20 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 |
7,981 | 7,982 | 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.) | Independent contractor, freelancer, or self-employed | Transitioning to retirement (gradually reducing work hours) | 5 | null | null | 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 |
7,982 | 7,983 | 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 | 4 | 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 |
7,983 | 7,984 | I am a developer by profession | 18-24 years old | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Employed | Engaged in paid work (20-29 hours per week);Attending school (full-time) | 2 | Yes, I am not new to coding but am learning new coding techniques or programming language | Online Courses or Certification (includes all media types);Other online resources (e.g. standard search, forum, online community);Videos (not associated with specific online course or certification);Stack Overflow or Stack Exchange;Technical documentation (is generated for/by the tool or system);Colleague or on-the-job training;Blogs or podcasts;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);Online Courses or Certification (includes all media types) | 2 | Developer, full-stack | 10,000 or more employees | 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 | 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 |
7,984 | 7,985 | 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) | 14 | No, I am not new to coding and did not learn new coding techniques or programming languages | null | Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies | Technical documentation (is generated for/by the tool or system);Videos (not associated with specific online course or certification);Online Courses or Certification (includes all media types) | 20 | AI/ML engineer | Less than 20 employees | Individual contributor | Hybrid (some remote, leans heavy to in-person) | No | Work | null | null | Software Development | Control over the level of quality in projects
NA | Yes | I have neither consider or transitioned into a new career or industry | 1 | 2 | Mauritius | MUR Mauritian rupee | 1,320,000 | 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 | 29,088 | 10 |
7,985 | 7,986 | 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 | Caring for dependents (children, elderly, etc.);Volunteering (regularly) | 19 | Yes, I am not new to coding but am learning new coding techniques or programming language | Online Courses or Certification (includes all media types);Other online resources (e.g. standard search, forum, online community);Videos (not associated with specific online course or certification);Stack Overflow or Stack Exchange;Technical documentation (is generated for/by the tool or system);AI CodeGen tools or AI-enabled apps;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 |
7,986 | 7,987 | I am a developer by profession | 35-44 years old | Some college/university study without earning a degree | Independent contractor, freelancer, or self-employed | Volunteering (regularly) | 20 | Yes, I am not new to coding but am learning new coding techniques or programming language | Other online resources (e.g. standard search, forum, online community);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 | 25 | Developer, full-stack | null | null | null | No | Work | Reputation for quality
NA | Prohibitive pricing
NA | Software Development | Autonomy and trust to manage your own tasks
NA | No | I have somewhat considered changing my career and/or the industry I work in | 16 | 23 | Italy | EUR European Euro | 40,000 | Yes | HTML/CSS;JavaScript;PHP | Go;HTML/CSS;JavaScript;PHP | HTML/CSS;JavaScript;PHP | NA
SPARQL | Yes | MariaDB;Redis;SQLite | MariaDB;PostgreSQL;SQLite;Valkey | MariaDB;SQLite | NA
Apache Jena | Yes | APT;Composer;npm;Pip;Vite;Webpack | APT;Composer;Docker;npm;Vite | APT;Composer;npm;Vite | NA
NA | Yes | jQuery;Laravel | jQuery;Laravel;Svelte;Symfony | jQuery;Laravel | NA
NA | No | null | null | null | NA
NA | null | null | null | null | null | Debian | Debian | GitHub;GitLab;Trello | GitHub;GitLab;Trello | GitHub;GitLab;Trello | NA
NA | Stack Overflow;Stack Exchange;Reddit;GitHub (public projects, not private repos);LinkedIn | Stack Overflow;Stack Exchange;Reddit;GitHub (public projects, not private repos);LinkedIn | Stack Overflow;Stack Exchange;Reddit;GitHub (public projects, not private repos);LinkedIn | NA
NA | No | null | null | null | NA
NA | Yes | Daily or almost daily | Between 10 and 15 years | A few times per month or weekly | Long-form articles | Directly open a Q&A post via search, documentation or a peer
NA | Yes, definitely | I don't use AI or AI-enabled tools | No, and I don't plan to | Very unfavorable | Highly distrust | I don't use AI tools for complex tasks / I don't know | null | Learning about a codebase;Project planning;Writing code;Documenting code;Debugging or fixing code;Testing code;Committing and reviewing code;Deployment and monitoring;Predictive analytics;Search for answers;Generating content or synthetic data;Creating or maintaining documentation;Learning new concepts or technologies | null | null | null | I don’t use AI tools regularly | No | No, and I don't plan to | Not at all or minimally | null | null | null | null | null | null | null | My company's IT and/or InfoSec teams have strict rules that do not allow me to use AI agent tools or platforms | null | The cost of using certain AI agent platforms is a barrier. | I am concerned about the accuracy of the information provided by AI agents.;Integrating AI agents with my existing tools and workflows can be difficult.;It takes significant time and effort to learn how to use AI agents effectively.;I have concerns about the security and privacy of data when using AI agents. | null | null | null | null | null | null | null | null | null | When I don’t trust AI’s answers | Translate requirementes from clients to actual specifications. | 46,406 | 9 |
7,987 | 7,988 | I am a developer by profession | 35-44 years old | Professional degree (JD, MD, Ph.D, Ed.D, 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);Videos (not associated with specific online course or certification);Stack Overflow or Stack Exchange;Technical documentation (is generated for/by the tool or system);AI CodeGen tools or AI-enabled apps;Colleague or on-the-job training | Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies | Technical documentation (is generated for/by the tool or system);Other online resources (e.g. standard search, forum, online community);Colleague or on-the-job training | 16 | Developer, back-end | 100 to 499 employees | Individual contributor | Remote | No | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
7,988 | 7,989 | I am a developer by profession | 55-64 years old | Some college/university study without earning a degree | Employed | None of the above | 30 | Yes, I am not new to coding but am learning new coding techniques or programming language | Other (please specify): | 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 |
7,989 | 7,990 | I am a developer by profession | 25-34 years old | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Employed | null | 7 | No, I am not new to coding and did not learn new coding techniques or programming languages | null | No, I learned something that was not related to AI or AI enablement for my personal curiosity and/or hobbies | null | 11 | Developer, full-stack | 20 to 99 employees | Individual contributor | Hybrid (some in-person, leans heavy to flexibility) | Yes, I endorsed a tool that was open-source and is currently used by more than just myself but no purchase was made | Work | Connected to an open-source project
NA | Availability of better alternatives
NA | Banking/Financial Services | Autonomy and trust to manage your own tasks
NA | No | I have neither consider or transitioned into a new career or industry | 69 | 69 | Lithuania | EUR European Euro | 42,000 | Yes | C#;C++;GDScript;HTML/CSS;Rust;SQL;TypeScript | HTML/CSS;Rust;TypeScript | HTML/CSS;Rust;TypeScript | NA
NA | Yes | PostgreSQL;SQLite | PostgreSQL;SQLite | PostgreSQL;SQLite | turso
turso | Yes | APT;Cargo;Chocolatey;Docker;npm;NuGet;Prometheus;Vite | Cargo | Cargo | NA
NA | Yes | ASP.NET;ASP.NET Core;Astro;Blazor;React | Astro | Astro | Yew, Leptos
Leptos | No | null | null | null | NA
NA | Tailwind CSS 4 | Tailwind CSS 4 | Tailwind CSS 4 | null | null | Windows;MacOS;Android;Windows Subsystem for Linux (WSL);Pop!_OS | Ubuntu | GitHub;Obsidian | GitHub;Obsidian | GitHub;Obsidian | Phabricator
Phabricator | Stack Overflow;Discord;GitHub (public projects, not private repos);YouTube | null | null | NA
NA | No | null | null | null | NA
NA | Yes | A few times per month or weekly | Between 5 and 10 years | Infrequently, less than once per year | Videos;Direct messaging of users;Day-in-the-life profiles/interviews with experts;Chat (bot/AI) | null | No, not really | I don't use AI or AI-enabled tools | Yes, I use AI tools monthly or infrequently | Indifferent | Somewhat distrust | Very poor at handling complex tasks | Search for answers;Learning new concepts or technologies | Learning about a codebase;Project planning;Writing code;Documenting code;Debugging or fixing code;Committing and reviewing code;Deployment and monitoring;Predictive analytics;Generating content or synthetic data;Creating or maintaining documentation | Testing code | null | null | Other (write in): | no | No, and I don't plan to | No, but my development work has significantly changed due to non-AI factors | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 48,726 | 8 |
7,990 | 7,991 | 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.);Engaged in paid work (10-19 hours per week) | 11 | 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);Games or coding challenges | Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies | AI CodeGen tools or AI-enabled apps;Videos (not associated with specific online course or certification) | 14 | Cloud infrastructure engineer | 10,000 or more employees | Individual contributor | Hybrid (some remote, leans heavy to in-person) | No | Work | null | null | Software Development | Solving real-world problems
NA | No | I have neither consider or transitioned into a new career or industry | 10 | 5 | Ukraine | 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 | Favorable | Neither trust nor distrust | Bad at handling complex tasks | Documenting code;Testing code;Learning new concepts or technologies | null | null | Learning about a codebase;Project planning;Writing code;Committing and reviewing code;Deployment and monitoring | Debugging or fixing code;Search for answers;Generating content or synthetic data;Creating or maintaining documentation | Debugging AI-generated code is more time-consuming | It's good when you need to make something fast | Yes, I use AI agents at work daily | Yes, somewhat | Software engineering | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 8 |
7,991 | 7,992 | I work with developers or my work supports developers but am not a developer by profession | 25-34 years old | Some college/university study without earning a degree | Not employed | None of the above | null | Yes, I am not new to coding but am learning new coding techniques or programming language | Online Courses or Certification (includes all media types);Other online resources (e.g. standard search, forum, online community);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;Games or coding challenges | No, I didn't spend time learning in the past year | null | 11 | Other (please specify): | null | null | null | null | Personal Project | Easy-to-use API
NA | Poor usability
NA | null | null | I'm not sure | I have strongly considered changing my career and/or the industry I work in | 0 | 5 | Lithuania | EUR European Euro | null | Yes | HTML/CSS;JavaScript;Rust;SQL | C#;C++;PowerShell;Python;SQL | SQL | NA
NA | Yes | PostgreSQL;SQLite | PostgreSQL;SQLite | PostgreSQL;SQLite | NA
NA | No | null | null | null | NA
NA | Yes | Fastify | Fastify | Fastify | NA
NA | No | null | null | null | NA
NA | null | null | null | null | null | Windows | Windows | GitHub | GitHub | GitHub | NA
NA | Stack Overflow;Discord;GitHub (public projects, not private repos);YouTube | Stack Overflow;Discord;GitHub (public projects, not private repos);YouTube | Stack Overflow;Discord;GitHub (public projects, not private repos);YouTube | NA
NA | No | null | null | null | NA
NA | No | Less than once per month or monthly | Between 5 and 10 years | I have never participated in Q&A on Stack Overflow | Other (write in): | Answer a question
NA | No, not at all | I don't use AI or AI-enabled tools | No, and I don't plan to | Unfavorable | Neither trust nor 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;Search for answers;Generating content or synthetic data;Other (write in): | Debugging or fixing code;Creating or maintaining documentation;Learning new concepts or technologies | null | null | AI solutions that are almost right, but not quite;I don’t use AI tools regularly;I’ve become less confident in my own problem-solving | no | No, and I don't plan to | No, but my development work has significantly changed due to non-AI factors | null | null | null | null | null | null | null | 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;Write in the most significant challenge if not listed above: | null | The cost of using certain AI agent platforms is a barrier.;I have concerns about the security and privacy of data when using AI agents. | I am concerned about the accuracy of the information provided by AI agents.;It takes significant time and effort to learn how to use AI agents effectively. | null | null | null | null | null | null | null | null | null | When I don’t trust AI’s answers;When I want to fully understand something;When I want to learn best practices;When I want to compare different solutions;When I have ethical or security concerns about code;When I’m stuck and can’t explain the problem;When I need help fixing complex or unfamiliar code | Looking back at the past few years, none. Ai is improving at a way to fast rate | null | null |
7,992 | 7,993 | I am a developer by profession | 25-34 years old | Master’s degree (M.A., M.S., M.Eng., MBA, etc.) | Employed | Volunteering (regularly);Engaged in paid work (less than 10 hours per week) | 13 | 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 for my personal curiosity and/or hobbies | Other online resources (e.g. standard search, forum, online community);Blogs or podcasts | 15 | 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 | 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 |
7,993 | 7,994 | I code primarily as a hobby | 18-24 years old | Primary/elementary school | I prefer not to say | null | null | Yes, I am not new to coding but am learning new coding techniques or programming language | Online Courses or Certification (includes all media types);Other online resources (e.g. standard search, forum, online community);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 | 8 | Student | null | null | null | null | Personal Project | Connected to an open-source project
NA | Security or privacy concerns
NA | null | null | No | I have neither consider or transitioned into a new career or industry | 12 | 24 | Netherlands | EUR European Euro | null | Yes | Bash/Shell (all shells);C;C#;C++;GDScript;HTML/CSS;JavaScript;Python;Rust;Visual Basic (.Net) | Bash/Shell (all shells);C;C#;Go;Rust;TypeScript;Visual Basic (.Net) | Bash/Shell (all shells);C;C#;Rust;Visual Basic (.Net) | NA
NA | null | null | null | null | NA
NA | Yes | Cargo;Chocolatey;Docker;npm;Pacman;Pip;Poetry | Cargo;Docker;Pacman | Cargo;Docker;Pacman | nix
nix | Yes | Node.js;React;Vue.js | NestJS;Svelte;Vue.js | Vue.js | NA
NA | No | null | null | null | NA
NA | null | null | null | null | null | Ubuntu;Linux (non-WSL);Fedora;NixOS | Ubuntu;Linux (non-WSL);Fedora;NixOS | GitHub;Obsidian | GitLab;Notion;Obsidian | Obsidian | NA
NA | Stack Overflow;Stack Exchange;Discord;Reddit;GitHub (public projects, not private repos);Bluesky;YouTube;Substack;Medium;Company-sponsored forums | Stack Overflow;Stack Exchange;Substack;Medium;Company-sponsored forums | Stack Overflow;Stack Exchange;Substack;Medium;Company-sponsored forums | mastodon, lemmy
mastodon, lemmy | No | null | null | null | NA
NA | null | null | null | null | null | null | null | null | No, and I don't plan to | Unfavorable | Highly distrust | Very poor at handling complex tasks | null | Learning about a codebase;Project planning;Writing code;Documenting code;Debugging or fixing code;Testing code;Committing and reviewing code;Deployment and monitoring;Predictive analytics;Search for answers;Generating content or synthetic data;Creating or maintaining documentation;Learning new concepts or technologies;Other (write in): | null | null | null | Debugging AI-generated code is more time-consuming;Other (write in): | 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. | Integrating AI agents with my existing tools and workflows can be difficult. | I am concerned about the accuracy of the information provided by AI agents.;I have concerns about the security and privacy of data when using AI agents. | The cost of using certain AI agent platforms is a barrier. | My company's IT and/or InfoSec teams have strict rules that do not allow me to use AI agent tools or platforms | null | null | null | null | null | null | null | null | When I don’t trust AI’s answers;When I want to learn best practices;When I have ethical or security concerns about code;When I need help fixing complex or unfamiliar code | null | null | null |
7,994 | 7,995 | I am a developer by profession | 35-44 years old | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Employed | Volunteering (regularly) | null | null | null | 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 |
7,995 | 7,996 | 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 | 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);Blogs or podcasts | No, I learned something that was not related to AI or AI enablement for my personal curiosity and/or hobbies | null | 16 | Developer, full-stack | 10,000 or more employees | Individual contributor | In-person | No | Personal Project | Costs are manageable
NA | Prohibitive pricing
NA | Internet, Telecomm or Information Services | Autonomy and trust to manage your own tasks
NA | Yes | I have somewhat considered changing my career and/or the industry I work in | 3 | 5 | United States of America | USD United States dollar | 500,000 | 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 | 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;Debugging or fixing code;Testing code;Committing and reviewing code;Deployment and monitoring;Predictive analytics;Generating content or synthetic data;Creating or maintaining documentation | Search for answers;Learning new concepts or technologies | null | null | I don’t use AI tools regularly | Absolutely not. | No, and I don't plan to | Not at all or minimally | null | null | null | null | null | null | null | I have concerns about the security and privacy of data when using AI agents. | null | null | I am concerned about the accuracy of the information provided by AI agents.;Integrating AI agents with my existing tools and workflows can be difficult.;It takes significant time and effort to learn how to use AI agents effectively.;The cost of using certain AI agent platforms is a barrier. | My company's IT and/or InfoSec teams have strict rules that do not allow me to use AI agent tools or platforms | null | null | null | null | null | null | null | null | When I don’t trust AI’s answers;When I want to fully understand something;When I want to learn best practices;When I 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 | Software architecture. Debugging. Confident answers. | 500,000 | 7 |
7,996 | 7,997 | I am a developer by profession | 35-44 years old | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Employed | Caring for dependents (children, elderly, etc.) | 12 | Yes, I am not new to coding but am learning new coding techniques or programming language | 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;Colleague or on-the-job training;Blogs or podcasts;Games or coding challenges | Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies | AI CodeGen tools or AI-enabled apps;Technical documentation (is generated for/by the tool or system);Colleague or on-the-job training;Blogs or podcasts | 12 | 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 |
7,997 | 7,998 | I am a developer by profession | 25-34 years old | Master’s degree (M.A., M.S., M.Eng., MBA, 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);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 | 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 |
7,998 | 7,999 | 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);Technical documentation (is generated for/by the tool or system);Blogs or podcasts | No, I learned something that was not related to AI or AI enablement for my personal curiosity and/or hobbies | null | 13 | Developer, full-stack | 1,000 to 4,999 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 |
7,999 | 8,000 | 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 | null | null | null | 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 |
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