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|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
8,300 | 8,301 | I am a developer by profession | 18-24 years old | Some college/university study without earning a degree | Student | Engaged in paid work (20-29 hours per week);Attending school (full-time) | null | Yes, I am 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);Colleague or on-the-job training;Blogs or podcasts;School (i.e., University, College, etc) | No, I learned something that was not related to AI or AI enablement for my personal curiosity and/or hobbies | null | 14 | Student | 1,000 to 4,999 employees | Individual contributor | In-person | No | Personal Project | Connected to an open-source project
NOT USING AI | Other (please specify):
bs AI | Software Development | Solving real-world problems
NA | No | I have neither consider or transitioned into a new career or industry | 5 | 3 | Czech Republic | CZK Czech koruna | null | Yes | Assembly;Bash/Shell (all shells);C;C++;Go;HTML/CSS;JavaScript;Lua;Python;Rust;SQL;Zig | Assembly;C;Go;HTML/CSS;Lua;Rust;Zig;Mojo | Assembly;C;Go;HTML/CSS;Lua;Rust;Zig | Roc
Elm, Haskell, Roc | Yes | SQLite | SQLite | SQLite | NA
NA | Yes | Make;Ninja | Make;Ninja | Make;Ninja | Nix
Nix | Yes | Flask | null | null | NA
Htmx, Elm | Yes | Neovim | null | null | Helix
Helix | null | null | null | null | null | NixOS | Ubuntu | GitHub;Markdown File | null | null | sourcehut
sourcehut | Stack Overflow;Discord;Hacker News;GitHub (public projects, not private repos) | Stack Overflow | Stack Overflow | Zulip, lobste.rs
Zulip, lobste.rs | No | null | null | null | NA
NA | Yes | A few times per month or weekly | Less than one year | Less than once per month or monthly | null | Answer a question
NA | No, not really | Rarely, almost never | Yes, I use AI tools weekly | Unfavorable | Highly distrust | Very poor at handling complex tasks | Learning about a codebase;Debugging or fixing code;Generating content or synthetic data;Learning new concepts or technologies | Project planning;Writing code;Committing and reviewing code;Deployment and monitoring;Predictive analytics;Search for answers | Documenting code;Testing code;Creating or maintaining documentation | null | null | Debugging AI-generated code is more time-consuming;I’ve become less confident in my own problem-solving;It’s hard to understand how or why the code works | NO | No, and I don't plan to | Not at all or minimally | null | null | null | null | null | null | null | The cost of using certain AI agent platforms is a barrier. | null | I am concerned about the accuracy of the information provided by AI agents.;Integrating AI agents with my existing tools and workflows can be difficult.;It takes significant time and effort to learn how to use AI agents effectively. | I have concerns about the security and privacy of data when using AI agents. | My company's IT and/or InfoSec teams have strict rules that do not allow me to use AI agent tools or platforms | null | null | null | null | null | null | null | null | When I don’t trust AI’s answers;When I want to fully understand something;When I want to compare different solutions;When I have ethical or security concerns about code | responsibility | null | 6 |
8,301 | 8,302 | I am a developer by profession | 25-34 years old | Associate degree (A.A., A.S., etc.) | Independent contractor, freelancer, or self-employed | Caring for dependents (children, elderly, etc.) | 20 | Yes, I am not new to coding but am learning new coding techniques or programming language | Books / Physical media;Videos (not associated with specific online course or certification);Technical documentation (is generated for/by the tool or system) | Yes, I learned how to use AI-enabled tools required for my job or to benefit my career | Technical documentation (is generated for/by the tool or system);Videos (not associated with specific online course or certification);Blogs or podcasts;Books / Physical media | 20 | Developer, back-end | null | null | null | Yes, I influenced the purchase of a substantial addition to the tech stack | Work | Costs are manageable
NA | Availability of better alternatives
NA | Software Development | null | No | I have neither consider or transitioned into a new career or industry | 4 | 4 | Austria | EUR European Euro | 150,000 | Yes | C;C#;C++;HTML/CSS;JavaScript;PowerShell;Python;SQL;TypeScript | null | null | NA
NA | Yes | Cosmos DB;Dynamodb;Elasticsearch;MariaDB;Microsoft SQL Server;MySQL;PostgreSQL;SQLite | null | null | NA
NA | Yes | Ansible;Chocolatey;Docker;Kubernetes;Make;Microsoft Azure;MSBuild;npm;NuGet;Pip;Vite;Yarn | null | null | NA
NA | Yes | Angular;ASP.NET;ASP.NET Core;Blazor;React;Vue.js | null | null | NA
NA | Yes | Notepad++;Visual Studio;Visual Studio Code | null | null | NA
NA | .NET 8 or higher;Ollama;Ultralytics | null | null | null | null | Windows;Ubuntu;Linux (non-WSL) | null | Azure Devops;GitHub;Jira | null | null | NA
NA | Stack Overflow;Reddit;Dev.to;YouTube;Medium | null | null | NA
NA | Yes | openAI GPT (chatbot models) | null | null | NA
NA | Yes | Multiple times per day | Between 10 and 15 years | Infrequently, less than once per year | Chat (bot/AI) | null | No, not at all | Rarely, almost never | Yes, I use AI tools daily | Very favorable | Somewhat trust | Good, but not great at handling complex tasks | Writing code;Deployment and monitoring;Learning new concepts or technologies | Project planning;Documenting code;Creating or maintaining documentation | null | Learning about a codebase;Committing and reviewing code | Debugging or fixing code;Testing code;Predictive analytics;Search for answers;Generating content or synthetic data | Debugging AI-generated code is more time-consuming;It’s hard to understand how or why the code works | It's ok for PoC, but the code can get very messy | Yes, I use AI agents at work daily | Not at all or minimally | Software engineering;IT operations;Customer service support | null | AI agents have increased my productivity.;AI agents have helped me automate repetitive tasks.;AI agents have helped me solve complex problems more effectively. | AI agents have improved the quality of my code.;AI agents have accelerated my learning about new technologies or codebases.;AI agents have reduced the time spent on specific development tasks.;AI agents have improved collaboration within my team.;Write in the most significant benefit if not listed above. | null | null | null | Integrating AI agents with my existing tools and workflows can be difficult.;It takes significant time and effort to learn how to use AI agents effectively.;The cost of using certain AI agent platforms is a barrier.;I have concerns about the security and privacy of data when using AI agents.;My company's IT and/or InfoSec teams have strict rules that do not allow me to use AI agent tools or platforms;Write in the most significant challenge if not listed above: | null | null | I am concerned about the accuracy of the information provided by AI agents. | null | null | null | AutoGen (Microsoft);Ollama | null | Grafana + Prometheus;Wiz | null | ChatGPT;GitHub Copilot;Microsoft Copilot;Replit | null | When I want to learn best practices;When I want to compare different solutions | Maintain a stable/testable/extendable code base. | 174,022 | 10 |
8,302 | 8,303 | 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.);Volunteering (regularly) | 12 | Yes, I am not new to coding but am learning new coding techniques or programming language | Online Courses or Certification (includes all media types);Other online resources (e.g. standard search, forum, online community);Videos (not associated with specific online course or certification);Technical documentation (is generated for/by the tool or system);AI CodeGen tools or AI-enabled apps;Blogs or podcasts;Coding Bootcamp | Yes, I learned how to use AI-enabled tools required for my job or to benefit my career | AI CodeGen tools or AI-enabled apps;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;Online Courses or Certification (includes all media types);Blogs or podcasts | 18 | Developer, front-end | 100 to 499 employees | Individual contributor | Remote | Yes, I influenced the purchase of a substantial addition to the tech stack | Work | Costs are manageable
NA | Security or privacy concerns
NA | Healthcare | Job stability and career growth with a single employer
NA | No | I have transitioned into a new career and/or industry involuntarily | 10 | 10 | United Kingdom of Great Britain and Northern Ireland | GBP Pound sterling | 93,000 | Yes | Bash/Shell (all shells);HTML/CSS;JavaScript;Python;SQL;TypeScript | Bash/Shell (all shells);Go;HTML/CSS;JavaScript;TypeScript | Bash/Shell (all shells);HTML/CSS;JavaScript;TypeScript | NA
NA | Yes | Databricks SQL;Dynamodb;Firebase Realtime Database;MongoDB;PostgreSQL;Redis;Snowflake;Supabase | Firebase Realtime Database;MongoDB;PostgreSQL | Firebase Realtime Database;MongoDB;PostgreSQL | NA
NA | Yes | Amazon Web Services (AWS);Docker;Firebase;Google Cloud;Kubernetes;Microsoft Azure;Supabase;Terraform;Vite;Yarn | Docker;Firebase;Google Cloud | Docker;Firebase;Google Cloud | NA
NA | Yes | Angular;Express;FastAPI;NestJS;Next.js;Node.js;React;WordPress | Angular;Express;NestJS;Node.js | Angular;Express;NestJS;Node.js | NA
NA | Yes | Aider;Cursor;IntelliJ IDEA;PyCharm;Vim;Visual Studio Code;WebStorm;Zed | Cursor;Vim;Visual Studio Code;WebStorm | Cursor;Vim;Visual Studio Code;WebStorm | NA
NA | Google Gemini | Google Gemini | Google Gemini | null | null | MacOS;Ubuntu;Android | MacOS;Ubuntu | Confluence;GitHub;GitLab;Jira;Miro;Monday.com;Notion;Obsidian;Trello | Confluence;GitHub;Jira;Obsidian;Trello | Confluence;GitHub;Jira;Obsidian;Trello | NA
NA | Stack Overflow;GitHub (public projects, not private repos);YouTube;LinkedIn;Medium | GitHub (public projects, not private repos);YouTube;LinkedIn | GitHub (public projects, not private repos);YouTube;LinkedIn | NA
NA | Yes | Anthropic: Claude Sonnet;Gemini (Flash general purpose models);openAI GPT (chatbot models);openAI Image generating models;openAI Reasoning models | Anthropic: Claude Sonnet;openAI GPT (chatbot models);openAI Image generating models;openAI Reasoning models | Anthropic: Claude Sonnet;openAI GPT (chatbot models);openAI Image generating models;openAI Reasoning models | NA
NA | Yes | Less than once per month or monthly | Between 10 and 15 years | Infrequently, less than once per year | Coding challenges;Lists of recommendations (tools, frameworks, technologies, etc.);Job board;Chat (bot/AI) | Ask a question
NA | Yes, definitely | Less than half of the time | Yes, I use AI tools daily | Very favorable | Somewhat trust | Very well at handling complex tasks | Learning about a codebase;Writing code;Debugging or fixing code;Testing code | null | Deployment and monitoring;Learning new concepts or technologies | Committing and reviewing code | Project planning;Documenting code;Predictive analytics;Search for answers;Generating content or synthetic data;Creating or maintaining documentation | Debugging AI-generated code is more time-consuming;I’ve become less confident in my own problem-solving | yes | Yes, I use AI agents at work daily | Yes, somewhat | Software engineering;IT operations;Cybersecurity | Multi-platform search enablement;Agent/multi-agent orchestration;Vector databases for AI applications;Integration with external agents and APIs | AI agents have improved the quality of my code. | null | AI agents have improved collaboration within my team. | AI agents have increased my productivity.;AI agents have accelerated my learning about new technologies or codebases.;AI agents have helped me solve complex problems more effectively.;AI agents have reduced the time spent on specific development tasks. | AI agents have helped me automate repetitive tasks. | 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 | Snyk | null | ChatGPT;GitHub Copilot;Google Gemini;Microsoft Copilot | null | 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 quick help troubleshooting | Best practices, new technologies applying, UX | 126,612 | 8 |
8,303 | 8,304 | I am a developer by profession | 45-54 years old | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Employed | Volunteering (regularly) | 26 | Yes, I am not new to coding but am learning new coding techniques or programming language | Stack Overflow or Stack Exchange;Technical documentation (is generated for/by the tool or system);Colleague or on-the-job training | No, I learned something that was not related to AI or AI enablement for my personal curiosity and/or hobbies | null | 29 | Architect, software or solutions | 100 to 499 employees | Individual contributor | Hybrid (some in-person, leans heavy to flexibility) | Yes, I influenced the purchase of a substantial addition to the tech stack | Work | Reputation for quality
NA | Security or privacy concerns
NA | Software Development | null | null | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
8,304 | 8,305 | 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 | None of the above | 20 | No, I am not new to coding and did not learn new coding techniques or programming languages | null | No, I learned something that was not related to AI or AI enablement for my personal curiosity and/or hobbies | null | 30 | Applied scientist | 5,000 to 9,999 employees | Individual contributor | Hybrid (some remote, leans heavy to in-person) | Yes, I endorsed a tool that was ultimately not purchased or used at my organization | 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 |
8,305 | 8,306 | I am a developer by profession | 35-44 years old | Some college/university study without earning a degree | 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);Colleague or on-the-job training;Blogs or podcasts;Other (please specify): | No, I learned something that was not related to AI or AI enablement as required for my job or to benefit my career | null | 18 | Other (please specify): | 100 to 499 employees | Individual contributor | Your choice (very flexible, you can come in when you want or just as needed) | Yes, I endorsed a tool that was open-source and is currently used by more than just myself but no purchase was made | Work | Robust and complete API
this is the deal-breaker meridian | Ethical concerns
ai hype (especially when eg "that's just three if statements in a trenchcoat") | 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 |
8,306 | 8,307 | I am not primarily a developer, but I write code sometimes as part of my work/studies | 45-54 years old | null | I prefer not to say | null | 10 | null | null | null | null | null | Other (please specify): | null | null | null | null | Work | null | null | null | null | I'm not sure | null | 16 | null | Iran, Islamic Republic of... | IRR Iranian rial | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | No, but I plan to soon | null | null | null | null | Project planning;Writing code;Documenting code;Debugging or fixing code;Testing code;Committing and reviewing code;Deployment and monitoring;Predictive analytics;Generating content or synthetic data;Creating or maintaining documentation | null | null | Learning about a codebase;Search for answers;Learning new concepts or technologies | null | null | null | null | Software engineering;IT operations;Robotics | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
8,307 | 8,308 | I am a developer by profession | 35-44 years old | Master’s degree (M.A., M.S., M.Eng., MBA, etc.) | Independent contractor, freelancer, or self-employed | None of the above | 12 | 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 | 16 | Founder, technology or otherwise | null | null | null | Yes, I influenced the purchase of a substantial addition to the tech stack | Work | Good brand and public image
NA | null | Fintech | null | null | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
8,308 | 8,309 | I am a developer by profession | 55-64 years old | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Independent contractor, freelancer, or self-employed | Attending school (full-time) | 30 | Yes, I am new to coding or currently a student | AI CodeGen tools or AI-enabled apps | Yes, I learned how to use AI-enabled tools required for my job or to benefit my career | AI CodeGen tools or AI-enabled apps | 30 | 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 |
8,309 | 8,310 | 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 | Online Courses or Certification (includes all media types);Technical documentation (is generated for/by the tool or system);Blogs or podcasts | No, I learned something that was not related to AI or AI enablement for my personal curiosity and/or hobbies | null | 10 | Developer, full-stack | 1,000 to 4,999 employees | Individual contributor | Your choice (very flexible, you can come in when you want or just as needed) | No | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
8,310 | 8,311 | I used to be a developer by profession, but no longer am | 45-54 years old | Master’s degree (M.A., M.S., M.Eng., MBA, etc.) | Employed | None of the above | 25 | Yes, I am not new to coding but am learning new coding techniques or programming language | Other online resources (e.g. standard search, forum, online community);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 | Videos (not associated with specific online course or certification);Other online resources (e.g. standard search, forum, online community);Blogs or podcasts | 10 | Cybersecurity or InfoSec professional | 1,000 to 4,999 employees | People manager | Hybrid (some in-person, leans heavy to flexibility) | Yes, I influenced the purchase of a tool that more than five colleagues use but it is not a substantial addition to the tech stack | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
8,311 | 8,312 | I am a developer by profession | 45-54 years old | Some college/university study without earning a degree | Employed | Caring for dependents (children, elderly, etc.);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);Technical documentation (is generated for/by the tool or system);AI CodeGen tools or AI-enabled apps;Colleague or on-the-job training;Blogs or podcasts | No, I learned something that was not related to AI or AI enablement for my personal curiosity and/or hobbies | null | 30 | 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 |
8,312 | 8,313 | I am not primarily a developer, but I write code sometimes as part of my work/studies | 45-54 years old | Some college/university study without earning a degree | 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 | 30 | Database administrator or engineer | 100 to 499 employees | Individual contributor | In-person | No | Work | Connected to an open-source project
NA | Poor usability
NA | Manufacturing | null | No | I have neither consider or transitioned into a new career or industry | null | null | Germany | EUR European Euro | null | null | C#;Java;JavaScript;PHP;SQL | Java;JavaScript;PHP;SQL | Java;JavaScript;PHP;SQL | NA
NA | Yes | MariaDB;Microsoft SQL Server | MariaDB | MariaDB | NA
NA | No | null | null | null | NA
NA | Yes | jQuery | jQuery | jQuery | NA
NA | No | null | null | null | NA
NA | null | null | null | null | null | Windows;Ubuntu;ChromeOS | Windows | Google Workspace | Google Workspace | Google Workspace | NA
NA | Stack Overflow;Stack Exchange;X;YouTube | Stack Overflow;Stack Exchange;X;YouTube | Stack Overflow;Stack Exchange;X;YouTube | NA
NA | No | null | null | null | NA
NA | Yes | A few times per month or weekly | Between 1 and 3 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 | null | null |
8,313 | 8,314 | I am a developer by profession | 35-44 years old | Master’s degree (M.A., M.S., M.Eng., MBA, etc.) | Independent contractor, freelancer, or self-employed | None of the above | 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 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) | 18 | Engineering manager | null | null | null | Yes, I endorsed a tool that was open-source and is currently used by more than just myself but no purchase was made | Work | Easy-to-use API
NA | Availability of better alternatives
NA | Software Development | Solving real-world problems
NA | I'm not sure | I have somewhat considered changing my career and/or the industry I work in | 10 | 3 | Poland | PLN Polish zloty | 325,000 | Yes | Bash/Shell (all shells);Groovy;HTML/CSS;Java;JavaScript;Kotlin;Python;Scala;SQL;TypeScript | null | null | NA
NA | Yes | MongoDB;PostgreSQL;Redis | null | null | Scylla
NA | Yes | Cloudflare;Docker;Google Cloud;Gradle;Kubernetes;npm;Pip;Prometheus | null | null | sbt
NA | Yes | Angular;Spring Boot | null | null | Akka
NA | Yes | IntelliJ IDEA;Notepad++;Sublime Text;Visual Studio Code | null | null | NA
NA | null | null | null | null | null | Windows | MacOS;Ubuntu | Confluence;GitHub;GitLab;Jira;Miro | null | null | NA
NA | Stack Overflow;Discord;GitHub (public projects, not private repos);Slack (public channels, not work) | null | null | Teams
NA | Yes | Anthropic: Claude Sonnet;openAI GPT (chatbot models) | null | null | NA
NA | Yes | A few times per week | More than 15 years, or since Stack Overflow started in 2008 | Infrequently, less than once per year | null | null | No, not at all | Less than half of the time | Yes, I use AI tools weekly | Favorable | Somewhat trust | Very poor at handling complex tasks | Writing code;Documenting code;Search for answers;Creating or maintaining documentation | Project planning;Deployment and monitoring | Learning about a codebase;Testing code;Committing and reviewing code;Predictive analytics;Learning new concepts or technologies | Debugging or fixing code;Generating content or synthetic data | null | I’ve become less confident in my own problem-solving;Other (write in): | Not yet. | No, and I don't plan to | Not at all or minimally | null | null | null | null | null | null | null | null | null | I am concerned about the accuracy of the information provided by AI agents.;I have concerns about the security and privacy of data when using AI agents. | 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 | 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 | Designing maintainable and scalable software architecture. | 88,692 | 7 |
8,314 | 8,315 | I am a developer by profession | 35-44 years old | Associate degree (A.A., A.S., etc.) | Employed | Volunteering (regularly) | 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);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 for my personal curiosity and/or hobbies | Colleague or on-the-job training | 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 | 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 |
8,315 | 8,316 | I am a developer by profession | 25-34 years old | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Employed | Engaged in paid work (20-29 hours per week);Engaged in paid work (10-19 hours per week) | null | null | null | 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 |
8,316 | 8,317 | I am a developer by profession | 35-44 years old | Some college/university study without earning a degree | Employed | null | 14 | Yes, I am not new to coding but am learning new coding techniques or programming language | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
8,317 | 8,318 | 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 (less than 10 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);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 | 20 | Developer, game or graphics | Just me - I am a freelancer, sole proprietor, etc. | Individual contributor | Remote | No | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
8,318 | 8,319 | I am a developer by profession | 18-24 years old | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Independent contractor, freelancer, or self-employed | Engaged in paid work (less than 10 hours per week) | 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 | AI CodeGen tools or AI-enabled apps;Other online resources (e.g. standard search, forum, online community);Coding Bootcamp;Books / Physical media | 8 | Data engineer | Just me - I am a freelancer, sole proprietor, etc. | Individual contributor | Remote | Yes, I endorsed a tool that was open-source and is currently used by more than just myself but no purchase was made | School | null | Security or privacy concerns
NA | Software Development | Solving real-world problems
NA | No | I have neither consider or transitioned into a new career or industry | 11 | 9 | Kenya | KES Kenyan shilling | 8,000,000 | Yes | Assembly;Bash/Shell (all shells);C#;C++;HTML/CSS;Java;JavaScript;MATLAB;PHP;Python | C;C#;C++;Delphi;Elixir;HTML/CSS;Java;JavaScript;MATLAB;MicroPython;Python | C#;C++;HTML/CSS;Java;JavaScript;MATLAB;Python | NA
NA | Yes | BigQuery;Cloud Firestore;Cosmos DB;Databricks SQL;Datomic | BigQuery;Cloud Firestore;Cosmos DB;Databricks SQL;Datomic | BigQuery;Cloud Firestore;Cosmos DB;Databricks SQL;Datomic | NA
NA | Yes | Amazon Web Services (AWS);Ansible;APT;Cargo;Cloudflare | Bun | null | NA
NA | Yes | Angular;AngularJS;ASP.NET;ASP.NET Core;Astro;Deno;Django;Drupal;Express;FastAPI | Angular;AngularJS;ASP.NET;ASP.NET Core;Astro;Deno;Django;Drupal;Express | Angular;AngularJS;ASP.NET;ASP.NET Core;Astro;Deno;Django;Drupal;Express | NA
NA | null | Aider | Aider | Aider | NA
NA | c++23;hostinger | null | null | null | null | Windows;MacOS;Android;Windows Subsystem for Linux (WSL);iOS | Windows;MacOS | Airtable;Azure Devops;Coda;Doxygen;GitHub;GitLab;Google Workspace;Trello | Azure Devops;Doxygen;GitHub;GitLab;Google Workspace;Redmine;Trello | Azure Devops;Doxygen;GitHub;GitLab;Google Workspace;Trello | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | Yes | A few times per month or weekly | Less than one year | I have never participated in Q&A on Stack Overflow | Chat (people);Message Boards;Coding challenges;Lists of recommendations (tools, frameworks, technologies, etc.);Job board;Chat (bot/AI) | Answer a question
NA | Yes, definitely | Rarely, almost never | Yes, I use AI tools daily | Very favorable | Somewhat trust | Very well at handling complex tasks | Writing code;Debugging or fixing code;Committing and reviewing code;Deployment and monitoring | Documenting code;Search for answers | Project planning;Generating content or synthetic data;Creating or maintaining documentation | Learning about a codebase | Testing code;Predictive analytics;Learning new concepts or technologies | Debugging AI-generated code is more time-consuming | Vibe coding, as defined by generating software using large language model (LLM) prompts, is becoming an increasingly valuable part of my professional development work. While it’s not yet my primary method for coding, I use it to accelerate certain tasks, generate ideas, and prototype solutions quickly. Integrating AI-assisted coding helps improve productivity and allows me to focus more on complex problem-solving and refining software quality. | Yes, I use AI agents at work monthly or infrequently | Yes, to a great extent | Business process automation;Customer service support;Marketing | Language processing;Agent/multi-agent orchestration;Integration with external agents and APIs;Personalized agent creation | null | null | AI agents have improved collaboration within my team. | AI agents have increased my productivity.;AI agents have helped me automate repetitive tasks.;AI agents have improved the quality of my code.;AI agents have accelerated my learning about new technologies or codebases.;AI agents have helped me solve complex problems more effectively.;AI agents have reduced the time spent on specific development tasks. | 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 | The cost of using certain AI agent platforms is a barrier. | It takes significant time and effort to learn how to use AI agents effectively.;I have concerns about the security and privacy of data when using AI agents. | Integrating AI agents with my existing tools and workflows can be difficult. | LanceDB;Letta;Neo4j;Qdrant;GitHub MCP Server;ChromaDB;supabase;pgvector;Milvus;Pinecone;Zep | Ray, LangChain, Rasa, Botpress | CrewAI;Llama Index;Semantic Kernel;LangChain;Zapier;Haystack | Ray Botpress AutoGPT | Galileo;Honeycomb;New Relic;LangSmith;Langfuse;Protect AI | null | ChatGPT;Claude Code;GitHub Copilot;Google Gemini;Microsoft Copilot;Auto-GPT;Tabnine;Replit;Perplexity;Bolt.new;Blackbox AI;Amazon Codewhisperer;Lovable.dev | null | When I want to fully understand something;When I want to learn best practices;When I’m stuck and can’t explain the problem;When I need help fixing complex or unfamiliar code | In the next 3-5 years, skills like problem-solving, deep domain knowledge, and software design will remain valuable for developers. Strong communication, ethics in AI use, adaptability, and solid coding fundamentals will also be essential. While AI tools will boost productivity, human creativity, judgment, and responsibility will continue to be crucial. | 61,919 | null |
8,319 | 8,320 | I am a developer by profession | 25-34 years old | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Independent contractor, freelancer, or self-employed | None of the above | 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);Other online resources (e.g. standard search, forum, online community);Stack Overflow or Stack Exchange | 18 | Architect, software or solutions | null | null | null | Yes, I influenced the purchase of a substantial addition to the tech stack | Work | Costs are manageable
NA | Outdated or obsolete technology or features
NA | Software Development | Autonomy and trust to manage your own tasks
NA | No | I have transitioned into a new career and/or industry voluntarily | 12 | 23 | Poland | PLN Polish zloty | 350,000 | Yes | HTML/CSS;JavaScript;Python;Rust;TypeScript | Assembly;C;C#;Rust;TypeScript;Zig | Rust;TypeScript | NA
NA | Yes | PostgreSQL | PostgreSQL | PostgreSQL | NA
NA | Yes | Cargo;Docker;Homebrew;Kubernetes;npm;Pacman;Poetry;Webpack | Cargo;Docker;Kubernetes;npm;Pacman;Poetry | Cargo;Docker;Kubernetes;npm;Pacman;Poetry | NA
NA | Yes | Node.js | AngularJS;Deno;Svelte;Axum | null | NA
NA | Yes | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | Yes | Less than once per month or monthly | Between 10 and 15 years | Infrequently, less than once per year | Message Boards;Chat (bot/AI) | null | No, not at all | Rarely, almost never | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 95,515 | 4 |
8,320 | 8,321 | 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 | null | null | null | 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 |
8,321 | 8,322 | I am a developer by profession | 25-34 years old | Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.) | Employed | Engaged in paid work (less than 10 hours per week) | 7 | Yes, I am not new to coding but am learning new coding techniques or programming language | Online Courses or Certification (includes all media types);Books / Physical media;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) | 7 | Cloud infrastructure engineer | 20 to 99 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 | Robust and complete API
NA | null | Healthcare | You like your manager
NA | Yes | I have neither consider or transitioned into a new career or industry | 10 | 12 | United States of America | USD United States dollar | 155,000 | Yes | Bash/Shell (all shells);JavaScript;PowerShell;Python;SQL | null | null | NA
NA | Yes | BigQuery;Dynamodb;Elasticsearch;Microsoft SQL Server;PostgreSQL | Cassandra;Databricks SQL;PostgreSQL;Redis | PostgreSQL | NA
NA | Yes | Amazon Web Services (AWS);Ansible;Docker;Google Cloud;Kubernetes;Pip;Terraform | Prometheus;Terraform | Terraform | NA
NA | No | null | null | null | NA
NA | Yes | Jupyter Notebook/JupyterLab;PyCharm;Vim;Visual Studio Code | Claude Code;Cursor;PyCharm | PyCharm | NA
NA | Large Language Model;Amazon Bedrock;RAG;Google Gemini | Large Language Model;Amazon Bedrock;RAG;Google Gemini | Large Language Model;Amazon Bedrock;RAG;Google Gemini | null | null | MacOS;Ubuntu;Windows Subsystem for Linux (WSL);Debian;Linux (non-WSL);Arch;Red Hat;Pop!_OS | MacOS;Ubuntu;Debian;Linux (non-WSL);Arch;Red Hat;Pop!_OS | Confluence;GitHub;Google Colab;Jira;Markdown File;Wikis | GitHub;Markdown File;Wikis | GitHub;Markdown File;Wikis | NA
NA | Discord;GitHub (public projects, not private repos);LinkedIn | Stack Overflow;Discord;GitHub (public projects, not private repos);Slack (public channels, not work) | Discord;GitHub (public projects, not private repos) | NA
NA | Yes | 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 | Debugging or fixing code | null | null | Testing code | Learning about a codebase;Project planning;Writing code;Documenting code;Committing and reviewing code;Deployment and monitoring;Predictive analytics;Search for answers;Generating content or synthetic data;Creating or maintaining documentation;Learning new concepts or technologies | AI solutions that are almost right, but not quite;Debugging AI-generated code is more time-consuming;I’ve become less confident in my own problem-solving;It’s hard to understand how or why the code works | Yes | Yes, I use AI agents at work daily | Yes, to a great extent | Software engineering;Data and analytics;Cybersecurity | Language processing;Agent/multi-agent orchestration;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 | My company's IT and/or InfoSec teams have strict rules that do not allow me to use AI agent tools or platforms | I have concerns about the security and privacy of data when using AI agents. | I am concerned about the accuracy of the information provided by AI agents.;Integrating AI agents with my existing tools and workflows can be difficult.;It takes significant time and effort to learn how to use AI agents effectively.;The cost of using certain AI agent platforms is a barrier. | null | GitHub MCP Server | null | Amazon Bedrock Agents | null | Vectra AI | null | ChatGPT;Claude Code;GitHub Copilot;Google Gemini;Microsoft Copilot | null | I don’t think I’ll need help from people anymore | Cloud computing | 155,000 | null |
8,322 | 8,323 | 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 | Volunteering (regularly) | 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);Stack Overflow or Stack Exchange;Technical documentation (is generated for/by the tool or system);AI CodeGen tools or AI-enabled apps;Blogs or podcasts | Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies | AI CodeGen tools or AI-enabled apps;Other online resources (e.g. standard search, forum, online community);Blogs or podcasts | 12 | Developer, back-end | null | null | null | Yes, I endorsed a tool that was open-source and is currently used by more than just myself but no purchase was made | Work | Robust and complete API
NA | Availability of better alternatives
NA | Software Development | Collaboration and support from a team
NA | No | I have somewhat considered changing my career and/or the industry I work in | 6 | 3 | Ukraine | UAH Ukrainian hryvnia | 48,000 | Yes | C++;Go;HTML/CSS;JavaScript;Python | Go | Go | NA
NA | Yes | PostgreSQL;SQLite | null | null | NA
NA | Yes | Amazon Web Services (AWS);Digital Ocean;Docker;Google Cloud;Make;Pip | Digital Ocean;Docker | Digital Ocean;Docker | NA
NA | Yes | null | null | null | NA
htmlx | Yes | Claude Code;IntelliJ IDEA | Claude Code;IntelliJ IDEA | Claude Code;IntelliJ IDEA | NA
NA | c++23 | null | null | null | null | Windows;MacOS;Windows Subsystem for Linux (WSL);Linux (non-WSL) | Windows Subsystem for Linux (WSL);Linux (non-WSL) | Confluence;GitLab;Lucid (includes Lucidchart);Markdown File | Confluence;GitLab;Markdown File | Confluence;GitLab;Markdown File | NA
NA | Stack Overflow;Stack Exchange;Reddit;Hacker News;GitHub (public projects, not private repos);YouTube;LinkedIn;Medium | Stack Overflow;Stack Exchange;Hacker News;GitHub (public projects, not private repos);YouTube;Medium | Stack Overflow;Stack Exchange;Hacker News;GitHub (public projects, not private repos);YouTube;Medium | NA
NA | Yes | Anthropic: Claude Sonnet;openAI GPT (chatbot models);openAI Reasoning models | Anthropic: Claude Sonnet;openAI GPT (chatbot models);openAI Reasoning models | Anthropic: Claude Sonnet;openAI GPT (chatbot models);openAI Reasoning models | NA
NA | Yes | A few times per month or weekly | Between 5 and 10 years | Infrequently, less than once per year | Long-form articles | null | Neutral | Less than half of the time | Yes, I use AI tools daily | Favorable | Somewhat trust | Bad at handling complex tasks | Writing code;Testing code;Search for answers;Generating content or synthetic data;Creating or maintaining documentation | null | Project planning;Deployment and monitoring;Predictive analytics;Learning new concepts or technologies | Learning about a codebase;Documenting code;Debugging or fixing code;Committing and reviewing code | null | AI solutions that are almost right, but not quite | It can be very small part | Yes, I use AI agents at work weekly | Yes, to a great extent | Software engineering | null | AI agents have accelerated my learning about new technologies or codebases.;AI agents have helped me solve complex problems more effectively. | null | AI agents have improved collaboration within my team. | AI agents have increased my productivity.;AI agents have helped me automate repetitive tasks.;AI agents have improved the quality of my code.;AI agents have reduced the time spent on specific development tasks. | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 1,150 | 8 |
8,323 | 8,324 | I am a developer by profession | 25-34 years old | Professional degree (JD, MD, Ph.D, Ed.D, etc.) | Employed | Engaged in paid work (20-29 hours per week) | 8 | Yes, I am not new to coding but am learning new coding techniques or programming language | Books / Physical media;Stack Overflow or Stack Exchange;AI CodeGen tools or AI-enabled apps;Colleague or on-the-job training | 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 |
8,324 | 8,325 | I am a developer by profession | 35-44 years old | Master’s degree (M.A., M.S., M.Eng., MBA, etc.) | Employed | Volunteering (regularly) | 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 | AI CodeGen tools or AI-enabled apps;Technical documentation (is generated for/by the tool or system) | 17 | Developer, full-stack | 100 to 499 employees | Individual contributor | Your choice (very flexible, you can come in when you want or just as needed) | No | 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 |
8,325 | 8,326 | I am a developer by profession | 45-54 years old | Professional degree (JD, MD, Ph.D, Ed.D, etc.) | Employed | Engaged in paid work (20-29 hours per week) | 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) | 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) | 25 | Cloud infrastructure engineer | 100 to 499 employees | People manager | Your choice (very flexible, you can come in when you want or just as needed) | Yes, I influenced the purchase of a substantial addition to the tech stack | Work | Robust and complete API
NA | Outdated or obsolete technology or features
NA | Software Development | Innovation through solving challenging and complex problems
NA | No | I have somewhat considered changing my career and/or the industry I work in | 5 | 5 | Italy | EUR European Euro | 75,000 | Yes | Dart;Go;HTML/CSS | Dart;Go;HTML/CSS | Dart;Go;HTML/CSS | NA
NA | Yes | BigQuery;Cloud Firestore;SQLite | BigQuery;Cloud Firestore;SQLite | BigQuery;Cloud Firestore;SQLite | NA
NA | Yes | Firebase;Google Cloud | Firebase;Google Cloud | Firebase;Google Cloud | NA
NA | Yes | null | null | null | Flutter
Flutter | No | null | null | null | NA
NA | null | null | null | null | null | MacOS;Android;Debian | Android;Debian | GitHub;Google Workspace | GitHub;Google Workspace | GitHub;Google Workspace | NA
NA | Stack Overflow;Stack Exchange;Reddit;YouTube | Stack Overflow;Stack Exchange;Reddit;YouTube | Stack Overflow;Stack Exchange;Reddit;YouTube | NA
NA | No | null | null | null | NA
NA | Yes | A few times per month or weekly | Between 3 and 5 years | Infrequently, less than once per year | Long-form articles;Videos | Read and/or vote on comments for a Question or Answer I am interested in
NA | No, not really | I don't use AI or AI-enabled tools | No, and I don't plan to | Indifferent | Somewhat distrust | Very poor at handling complex tasks | Learning about a codebase;Generating content or synthetic data;Learning new concepts or technologies | Project planning;Documenting code;Debugging or fixing code;Testing code;Committing and reviewing code;Deployment and monitoring;Predictive analytics;Creating or maintaining documentation | Writing code | Search for answers | null | I don’t use AI tools regularly | no | No, and I don't plan to | Not at all or minimally | null | null | null | null | null | null | null | I am concerned about the accuracy of the information provided by AI agents.;Integrating AI agents with my existing tools and workflows can be difficult.;It takes significant time and effort to learn how to use AI agents effectively.;The cost of using certain AI agent platforms is a barrier.;I have concerns about the security and privacy of data when using AI agents.;My company's IT and/or InfoSec teams have strict rules that do not allow me to use AI agent tools or platforms | null | null | null | null | null | null | null | null | null | null | null | null | When I don’t trust AI’s answers;When I want to fully understand something;When I want to learn best practices;When I want to compare different solutions;When I need quick help troubleshooting | problem solving, innovation | 87,011 | 8 |
8,326 | 8,327 | 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 | 8 | Yes, I am not new to coding but am learning new coding techniques or programming language | Online Courses or Certification (includes all media types);Books / Physical media;Videos (not associated with specific online course or certification);Technical documentation (is generated for/by the tool or system);AI CodeGen tools or AI-enabled apps;Colleague or on-the-job training;Blogs or podcasts;Games or coding challenges | Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies | AI CodeGen tools or AI-enabled apps;Videos (not associated with specific online course or certification);Other online resources (e.g. standard search, forum, online community);Blogs or podcasts | 12 | Developer, front-end | 20 to 99 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 |
8,327 | 8,328 | I am not primarily a developer, but I write code sometimes as part of my work/studies | 45-54 years old | Master’s degree (M.A., M.S., M.Eng., MBA, etc.) | Employed | Caring for dependents (children, elderly, etc.) | 34 | Yes, I am not new to coding but am learning new coding techniques or programming language | Online Courses or Certification (includes all media types);Videos (not associated with specific online course or certification);Stack Overflow or Stack Exchange;Technical documentation (is generated for/by the tool or system);AI CodeGen tools or AI-enabled apps;Blogs or podcasts | Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies | AI CodeGen tools or AI-enabled apps;Videos (not associated with specific online course or certification) | 34 | DevOps engineer or professional | 100 to 499 employees | Individual contributor | Remote | Yes, I influenced the purchase of a tool that more than five colleagues use but it is not a substantial addition to the tech stack | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
8,328 | 8,329 | I am a developer by profession | 25-34 years old | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Employed | Attending school (full-time) | 3 | Yes, I am not new to coding but am learning new coding techniques or programming language | Other online resources (e.g. standard search, forum, online community);Books / Physical media;Videos (not associated with specific online course or certification);Technical documentation (is generated for/by the tool or system);AI CodeGen tools or AI-enabled apps;School (i.e., University, College, etc) | Yes, I learned how to use AI-enabled tools required for my job or to benefit my career | AI CodeGen tools or AI-enabled apps;Technical documentation (is generated for/by the tool or system);Videos (not associated with specific online course or certification);Other online resources (e.g. standard search, forum, online community);Books / Physical media;School (i.e., University, College, etc) | 10 | DevOps engineer or professional | 20 to 99 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 |
8,329 | 8,330 | 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) | null | Yes, I am not new to coding but am learning new coding techniques or programming language | Technical documentation (is generated for/by the tool or system);School (i.e., University, College, etc);Other (please specify): | No, I didn't spend time learning in the past year | null | 8 | Data engineer | null | null | null | null | Personal Project | Connected to an open-source project
NA | Availability of better alternatives
NA | null | null | No | I have neither consider or transitioned into a new career or industry | null | null | Spain | EUR European Euro | null | Yes | C++;HTML/CSS;JavaScript;MATLAB;Python;R;SQL | null | null | Julia
NA | null | null | null | null | NA
NA | No | null | null | null | NA
NA | Yes | Astro;FastAPI;Flask;Next.js | Django;FastAPI;Flask | FastAPI;Flask | NA
NA | No | null | null | null | NA
NA | null | null | null | null | null | Debian;Arch | Debian;Arch | GitHub;Markdown File;Obsidian | Markdown File;Obsidian | Markdown File;Obsidian | NA
NA | Stack Overflow;Stack Exchange;GitHub (public projects, not private repos);YouTube | Stack Overflow;Stack Exchange;GitHub (public projects, not private repos);YouTube | Stack Overflow;Stack Exchange;GitHub (public projects, not private repos);YouTube | NA
NA | No | null | null | null | NA
NA | Yes | Daily or almost daily | Between 5 and 10 years | Infrequently, less than once per year | null | Read and/or vote on comments for a Question or Answer I am interested in
NA | No, not really | I don't use AI or AI-enabled tools | No, and I don't plan to | Very unfavorable | Somewhat distrust | Very poor at handling complex tasks | null | Learning about a codebase;Project planning;Writing code;Documenting code;Debugging or fixing code;Testing code;Committing and reviewing code;Deployment and monitoring;Predictive analytics;Search for answers;Generating content or synthetic data;Creating or maintaining documentation;Learning new concepts or technologies;Other (write in): | null | null | null | I don’t use AI tools regularly | Nope | No, and I don't plan to | No, but my development work has significantly changed due to non-AI factors | null | null | null | null | null | null | null | null | null | I have concerns about the security and privacy of data when using AI agents. | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
8,330 | 8,331 | I am a developer by profession | 18-24 years old | Associate degree (A.A., A.S., etc.) | Employed | Engaged in paid work (20-29 hours per week);Attending school (part-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) | Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies | AI CodeGen tools or AI-enabled apps | 4 | Developer, full-stack | Less than 20 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 |
8,331 | 8,332 | I am a developer by profession | 45-54 years old | Professional degree (JD, MD, Ph.D, Ed.D, etc.) | Independent contractor, freelancer, or self-employed | Caring for dependents (children, elderly, etc.);Volunteering (regularly) | 28 | No, I am not new to coding and did not learn new coding techniques or programming languages | null | No, I didn't spend time learning in the past year | null | 30 | Developer, desktop or enterprise applications | null | null | null | 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 |
8,332 | 8,333 | I am a developer by profession | 25-34 years old | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Student | Attending school (full-time) | 2 | Yes, I am not new to coding but am learning new coding techniques or programming language | Other online resources (e.g. standard search, forum, online community);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 | 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 |
8,333 | 8,334 | 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 not new to coding but am learning new coding techniques or programming language | Other online resources (e.g. standard search, forum, online community);Videos (not associated with specific online course or certification);AI CodeGen tools or AI-enabled apps;School (i.e., University, College, etc) | Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies | Videos (not associated with specific online course or certification) | 5 | Developer, full-stack | null | null | null | null | Work | Reliability and low latency
NA | Availability of better alternatives
NA | null | Job stability and career growth with a single employer
NA | Yes | I have somewhat considered changing my career and/or the industry I work in | 6 | 4 | Germany | EUR European Euro | 15,000 | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | Yes | A few times per month or weekly | Between 3 and 5 years | Infrequently, less than once per year | Day-in-the-life profiles/interviews with experts;Chat (bot/AI) | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 17,402 | 8 |
8,334 | 8,335 | I am a developer by profession | 25-34 years old | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Employed | None of the above | 5 | No, I am not new to coding and did not learn new coding techniques or programming languages | null | Yes, I learned how to use AI-enabled tools 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) | 9 | Developer, mobile | I don’t know | Individual contributor | Remote | No | Work | Robust and complete API
NA | Security or privacy concerns
NA | Media & Advertising Services | Job stability and career growth with a single employer
NA | I'm not sure | I have neither consider or transitioned into a new career or industry | 10 | 2 | Canada | CAD Canadian dollar | null | Yes | Groovy;HTML/CSS;Java;Kotlin;SQL;Swift;TypeScript | HTML/CSS;Kotlin;SQL;Swift;TypeScript | HTML/CSS;Kotlin;SQL;Swift;TypeScript | NA
NA | No | null | null | null | NA
NA | No | null | null | null | NA
NA | No | null | null | null | NA
NA | Yes | Android Studio;Visual Studio Code | Android Studio;Visual Studio Code | Android Studio;Visual Studio Code | NA
NA | null | null | null | null | null | Windows;Android | MacOS;Android | Azure Devops;Confluence;Jira;Lucid (includes Lucidchart);Miro;Notion | Azure Devops;Confluence;Jira;Lucid (includes Lucidchart);Notion | Azure Devops;Confluence;Jira;Lucid (includes Lucidchart);Notion | NA
NA | Stack Overflow;Stack Exchange;Discord;Reddit;GitHub (public projects, not private repos);Slack (public channels, not work);Bluesky;X;YouTube;Twitch;LinkedIn;Medium | Stack Overflow;Stack Exchange;Discord;Reddit;GitHub (public projects, not private repos);Slack (public channels, not work);Bluesky;X;YouTube;Twitch;LinkedIn;Medium | Stack Overflow;Stack Exchange;Discord;Reddit;GitHub (public projects, not private repos);Slack (public channels, not work);Bluesky;X;YouTube;Twitch;LinkedIn;Medium | NA
NA | No | null | null | null | NA
NA | Yes | 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;Videos;Day-in-the-life profiles/interviews with experts | Read and/or vote on comments for a Question or Answer I am interested in
NA | Neutral | Rarely, almost never | Yes, I use AI tools daily | Indifferent | Neither trust nor distrust | Bad at handling complex tasks | Writing code;Documenting code;Debugging or fixing code;Search for answers;Generating content or synthetic data;Creating or maintaining documentation | Project planning;Deployment and monitoring;Predictive analytics;Learning new concepts or technologies | Learning about a codebase;Testing code;Committing and reviewing code | null | null | AI solutions that are almost right, but not quite | No | Yes, I use AI agents at work daily | Yes, somewhat | Software engineering | null | AI agents have increased my productivity.;AI agents have accelerated my learning about new technologies or codebases.;AI agents have helped me solve complex problems more effectively.;AI agents have reduced the time spent on specific development tasks. | AI agents have helped me automate repetitive tasks.;AI agents have improved the quality of my code.;AI agents have improved collaboration within my team. | null | null | null | It takes significant time and effort to learn how to use AI agents effectively. | null | I am concerned about the accuracy of the information provided by AI agents. | Integrating AI agents with my existing tools and workflows can be difficult.;The cost of using certain AI agent platforms is a barrier.;I have concerns about the security and privacy of data when using AI agents.;My company's IT and/or InfoSec teams have strict rules that do not allow me to use AI agent tools or platforms | null | null | null | null | null | null | null | GitHub Copilot;Google Gemini;Microsoft Copilot | null | When I want to fully understand something;When I want to learn best practices;When I want to compare different solutions;When I’m stuck and can’t explain the problem;When I need help fixing complex or unfamiliar code;When I need quick help troubleshooting | '- Problem-solving & Critical Thinking. Developers will be able to decide what problems should be solved, why they should be solved as well as how certain things should work. Moreover, AI generate ideas mostly based on existing data and patterns. Developers will be able to think outside of the box, pioneer new solutions and help with UX design with can be more human-related.
- Communication & Collaboration with other developers, teams and stakeholders
| null | 8 |
8,335 | 8,336 | I am a developer by profession | 65 years or older | Master’s degree (M.A., M.S., M.Eng., MBA, etc.) | Independent contractor, freelancer, or self-employed | Transitioning to retirement (gradually reducing work hours) | 56 | Yes, I am not new to coding but am learning new coding techniques or programming language | Other online resources (e.g. standard search, forum, online community);Videos (not associated with specific online course or certification);Stack Overflow or Stack Exchange;Technical documentation (is generated for/by the tool or system);AI CodeGen tools or AI-enabled apps | Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies | AI CodeGen tools or AI-enabled apps;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) | 56 | Architect, software or solutions | null | null | null | Yes, I endorsed a tool that was ultimately not purchased or used at my organization | Work | null | Security or privacy concerns
NA | Transportation, or Supply Chain | Control over the level of quality in projects
NA | No | I have neither consider or transitioned into a new career or industry | 45 | 5 | Denmark | DKK Danish krone | 1,000,000 | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | Yes | A few times per month or weekly | Between 5 and 10 years | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 155,521 | 9 |
8,336 | 8,337 | I code primarily as a hobby | 18-24 years old | Some college/university study without earning a degree | Not employed | None of the above | 1 | 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) | No, I learned something that was not related to AI or AI enablement for my personal curiosity and/or hobbies | null | 6 | Developer, full-stack | null | null | null | null | Personal Project | Customizable and manageable codebase
NA | Availability of better alternatives
NA | null | null | Yes | I have somewhat considered changing my career and/or the industry I work in | 1 | 1 | India | INR Indian rupee | 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 | A few times per week | Between 5 and 10 years | I have never participated in Q&A on Stack Overflow | Chat (people);Message Boards | null | Yes, somewhat | I don't use AI or AI-enabled tools | No, and I don't plan to | Unsure | Neither trust nor distrust | Good, but not great at handling complex tasks | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
8,337 | 8,338 | I am a developer by profession | 35-44 years old | Master’s degree (M.A., M.S., M.Eng., MBA, etc.) | Independent contractor, freelancer, or self-employed | None of the above | 15 | Yes, I am not new to coding but am learning new coding techniques or programming language | Other online resources (e.g. standard search, forum, online community);Videos (not associated with specific online course or certification);Stack Overflow or Stack Exchange;Technical documentation (is generated for/by the tool or system);AI CodeGen tools or AI-enabled apps;Blogs or podcasts | Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies | AI CodeGen tools or AI-enabled apps;Technical documentation (is generated for/by the tool or system);Videos (not associated with specific online course or certification);Other online resources (e.g. standard search, forum, online community);Online Courses or Certification (includes all media types);Blogs or podcasts | 20 | Developer, full-stack | null | null | null | 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 |
8,338 | 8,339 | 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.) | 7 | Yes, I am not new to coding but am learning new coding techniques or programming language | Videos (not associated with specific online course or certification);Technical documentation (is generated for/by the tool or system) | No, I learned something that was not related to AI or AI enablement as required for my job or to benefit my career | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
8,339 | 8,340 | I am a developer by profession | 25-34 years old | Master’s degree (M.A., M.S., M.Eng., MBA, etc.) | Employed | null | 10 | Yes, I am not new to coding but am learning new coding techniques or programming language | Other online resources (e.g. standard search, forum, online community);Videos (not associated with specific online course or certification);Stack Overflow or Stack Exchange;Blogs or podcasts | Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies | null | 15 | Developer, back-end | 10,000 or more 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 | Easy-to-use API
NA | null | Software Development | null | No | I have neither consider or transitioned into a new career or industry | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 9 |
8,340 | 8,341 | I am a developer by profession | 25-34 years old | Associate degree (A.A., A.S., etc.) | Employed | None of the above | 6 | Yes, I am not new to coding but am learning new coding techniques or programming language | Online Courses or Certification (includes all media types);Stack Overflow or Stack Exchange;Technical documentation (is generated for/by the tool or system) | No, I didn't spend time learning in the past year | null | 8 | Developer, back-end | 20 to 99 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 | Easy-to-use API
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 | 15 | 10 | United States of America | USD United States dollar | 100,000 | Yes | Bash/Shell (all shells);Elixir;Go;HTML/CSS;JavaScript;Kotlin;Lua;OCaml;Python;Ruby;Rust;SQL;TypeScript;Zig;Gleam | Bash/Shell (all shells);Elixir;HTML/CSS;Python;Rust;SQL;TypeScript;Zig;Mojo;Gleam | Bash/Shell (all shells);Elixir;HTML/CSS;Python;Rust;SQL;TypeScript;Zig;Gleam | NA
NA | Yes | Cassandra;Databricks SQL;MongoDB;PostgreSQL;Redis;Valkey | Cassandra;Databricks SQL;MongoDB;PostgreSQL;Redis;Valkey | Cassandra;Databricks SQL;MongoDB;PostgreSQL;Redis;Valkey | NA
NA | Yes | Amazon Web Services (AWS);Cargo;Datadog;Docker;Homebrew;Make;Microsoft Azure;npm;Pip;pnpm;Poetry;Terraform;Vite;Webpack;Yarn | Amazon Web Services (AWS);Cargo;Datadog;Docker;Homebrew;Make;Microsoft Azure;npm;pnpm;Terraform;Vite;Yarn | Amazon Web Services (AWS);Cargo;Datadog;Docker;Homebrew;Make;Microsoft Azure;npm;pnpm;Terraform;Vite;Yarn | uv,pipenv
uv | Yes | Deno;Express;FastAPI;Fastify;Flask;Node.js;React;Axum | Astro;Deno;Express;FastAPI;Fastify;Flask;Node.js;React;Svelte;Axum | Deno;Express;FastAPI;Fastify;Flask;Node.js;React;Axum | Actix-web,gin,chi,wisp,koa
Actix-web,gin,chi,wisp,koa | Yes | Jupyter Notebook/JupyterLab;Visual Studio Code;Zed | Jupyter Notebook/JupyterLab;Visual Studio Code;Zed | Jupyter Notebook/JupyterLab;Visual Studio Code;Zed | databricks
databricks | Tailwind CSS 4;Polars;Pydantic;Shadcn/ui;uv | Tailwind CSS 4;Polars;Pydantic;Shadcn/ui;uv | Tailwind CSS 4;Polars;Pydantic;Shadcn/ui;uv | null | null | Windows;MacOS;Ubuntu;Windows Subsystem for Linux (WSL);iOS | MacOS;Ubuntu;iOS | Asana;GitHub;Linear;Trello | Asana;GitHub;Linear;Trello | Asana;GitHub;Linear;Trello | NA
NA | Stack Overflow;Stack Exchange;Discord;Reddit;GitHub (public projects, not private repos) | Stack Overflow;Stack Exchange;Discord;Reddit;GitHub (public projects, not private repos) | Stack Overflow;Stack Exchange;Discord;Reddit;GitHub (public projects, not private repos) | NA
NA | No | null | null | null | NA
NA | Yes | Daily or almost daily | Between 5 and 10 years | A few times per month or weekly | null | Read and/or vote on comments for a Question or Answer I am interested in
NA | Yes, somewhat | Rarely, almost never | No, and I don't plan to | Unfavorable | Somewhat distrust | Bad at handling complex tasks | null | Project planning;Writing code;Debugging or fixing code;Testing code;Committing and reviewing code;Deployment and monitoring;Predictive analytics | Learning about a codebase;Search for answers;Generating content or synthetic data;Creating or maintaining documentation;Learning new concepts or technologies | Documenting code | null | Debugging AI-generated code is more time-consuming;I don’t use AI tools regularly;Other (write in): | No | No, and I don't plan to | Not at all or minimally | null | null | null | null | null | null | null | Integrating AI agents with my existing tools and workflows can be difficult.;It takes significant time and effort to learn how to use AI agents effectively.;The cost of using certain AI agent platforms is a barrier. | My company's IT and/or InfoSec teams have strict rules that do not allow me to use AI agent tools or platforms | I am concerned about the accuracy of the information provided by AI agents. | I have concerns about the security and privacy of data when using AI agents. | null | null | null | null | null | null | null | null | null | When I don’t trust AI’s answers;When I want to fully understand something;When I want to compare different solutions;When I’m stuck and can’t explain the problem;When I need help fixing complex or unfamiliar code;When I need quick help troubleshooting | Subject matter expertise, security awareness, debugging, understanding tradeoffs | 100,000 | 8 |
8,341 | 8,342 | I am a developer by profession | 25-34 years old | Some college/university study without earning a degree | 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);Technical documentation (is generated for/by the tool or system);AI CodeGen tools or AI-enabled apps | Yes, I learned how to use AI-enabled tools required for my job or to benefit my career | AI CodeGen tools or AI-enabled apps;Technical documentation (is generated for/by the tool or system);Other online resources (e.g. standard search, forum, online community) | 17 | Developer, full-stack | 20 to 99 employees | Individual contributor | Hybrid (some remote, leans heavy to in-person) | Yes, I influenced the purchase of a tool that more than five colleagues use but it is not a substantial addition to the tech stack | Work | Robust and complete API
NA | Security or privacy concerns
NA | Energy | 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 |
8,342 | 8,343 | 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 | null | null | 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 |
8,343 | 8,344 | I used to be a developer by profession, but no longer am | 25-34 years old | Professional degree (JD, MD, Ph.D, Ed.D, etc.) | Employed | Volunteering (regularly);Attending school (part-time) | 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;Other online resources (e.g. standard search, forum, online community);Blogs or podcasts;Books / Physical media | 18 | Academic researcher | 100 to 499 employees | Individual contributor | In-person | Yes, I influenced the purchase of a tool that more than five colleagues use but it is not a substantial addition to the tech stack | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
8,344 | 8,345 | 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 | 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 required for my job or to benefit my career | AI CodeGen tools or AI-enabled apps;Other online resources (e.g. standard search, forum, online community);Colleague or on-the-job training | 36 | Developer, desktop or enterprise applications | 100 to 499 employees | Individual contributor | Hybrid (some remote, leans heavy to in-person) | Yes, I endorsed a tool that was open-source and is currently used by more than just myself but no purchase was made | Work | Reliability and low latency
NA | Outdated or obsolete technology or features
NA | Transportation, or Supply Chain | Solving real-world problems
NA | No | I have somewhat considered changing my career and/or the industry I work in | 6 | 3 | France | EUR European Euro | 50,000 | Yes | Bash/Shell (all shells);HTML/CSS;Java;JavaScript;PHP;Python;SQL | Bash/Shell (all shells);HTML/CSS;Java;JavaScript;SQL | Bash/Shell (all shells);HTML/CSS;Java;JavaScript;SQL | RPG
NA | Yes | IBM DB2;PostgreSQL | IBM DB2;PostgreSQL;Clickhouse | IBM DB2;PostgreSQL | NA
NA | Yes | Maven (build tool);Microsoft Azure;npm;Pip;Yarn | Maven (build tool);npm | Maven (build tool);npm | NA
NA | Yes | Node.js;Spring Boot;Symfony | Node.js | Node.js | NA
NA | Yes | Eclipse;Notepad++;Vim;Visual Studio Code | Eclipse;Vim;Visual Studio Code | Eclipse;Vim;Visual Studio Code | NA
NA | Ollama | Ollama | Ollama | null | null | Ubuntu | Ubuntu | GitHub | GitHub | GitHub | NA
NA | Stack Overflow;Stack Exchange;GitHub (public projects, not private repos);Bluesky;LinkedIn | Stack Overflow;Stack Exchange;GitHub (public projects, not private repos);Bluesky | Stack Overflow;Stack Exchange;GitHub (public projects, not private repos);Bluesky | NA
NA | Yes | Meta Llama (all models);openAI GPT (chatbot models) | Meta Llama (all models);openAI GPT (chatbot models) | Meta Llama (all models);openAI GPT (chatbot models) | NA
NA | Yes | A few times per week | Between 5 and 10 years | Less than once every 2 - 3 months | Coding challenges | Read and/or vote on comments for a Question or Answer I am interested in
NA | Yes, somewhat | Rarely, almost never | Yes, I use AI tools daily | Favorable | Somewhat trust | Neither good or bad at handling complex tasks | Writing code;Debugging or fixing code;Committing and reviewing code;Deployment and monitoring;Search for answers;Learning new concepts or technologies | Learning about a codebase;Project planning;Documenting code;Testing code;Predictive analytics;Generating content or synthetic data;Creating or maintaining documentation | null | null | null | AI solutions that are almost right, but not quite | Yes , but only to begin an application with a language or environnement I'm not familiar with | No, and I don't plan to | Yes, to a great extent | null | 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 | It takes significant time and effort to learn how to use AI agents effectively. | I am concerned about the accuracy of the information provided by AI agents.;Integrating AI agents with my existing tools and workflows can be difficult.;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’m stuck and can’t explain the problem;When I need help fixing complex or unfamiliar code;When I need quick help troubleshooting | Maintain a large code base with coherent methods | 58,007 | 10 |
8,345 | 8,346 | I am learning to code | 18-24 years old | Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.) | Student | Attending school (full-time) | null | Yes, I am new to coding or currently a student | Other online resources (e.g. standard search, forum, online community);Stack Overflow or Stack Exchange;Technical documentation (is generated for/by the tool or system);AI CodeGen tools or AI-enabled apps;Colleague or on-the-job training;School (i.e., University, College, etc) | No, I didn't spend time learning in the past year | null | 5 | Student | null | null | null | null | School | Easy-to-use API
NA | Poor usability
NA | null | null | Yes | I have strongly considered changing my career and/or the industry I work in | 6 | 4 | Poland | PLN Polish zloty | null | Yes | Ada;Assembly;C;C#;C++;GDScript;HTML/CSS;Java;JavaScript;MATLAB;PowerShell;Prolog;Python;Rust;Swift;TypeScript | C#;GDScript;HTML/CSS;Python;Rust;TypeScript | C#;GDScript;HTML/CSS;Python;Rust;TypeScript | NA
NA | No | null | null | null | NA
NA | No | null | null | null | NA
NA | null | jQuery | React | null | NA
NA | Yes | Visual Studio Code;VSCodium | Visual Studio Code;VSCodium | Visual Studio Code;VSCodium | NA
NA | null | null | null | null | null | Windows;NixOS | Windows;Windows Subsystem for Linux (WSL) | GitHub;Markdown File;Obsidian | GitHub;GitLab;Markdown File;Obsidian | GitHub;Markdown File;Obsidian | NA
NA | Stack Overflow;Stack Exchange;Discord;GitHub (public projects, not private repos);YouTube | Stack Overflow;Stack Exchange;Hacker News;GitHub (public projects, not private repos) | Stack Overflow;Stack Exchange;GitHub (public projects, not private repos) | NA
NA | No | null | null | null | NA
NA | Not sure/can't remember | Multiple times per day | Between 1 and 3 years | I have never participated in Q&A on Stack Overflow | Chat (people);Message Boards;Long-form articles;Lists of recommendations (tools, frameworks, technologies, etc.) | Directly open a Q&A post via search, documentation or a peer
NA | Neutral | Rarely, almost never | Yes, I use AI tools weekly | Favorable | Somewhat distrust | Good, but not great at handling complex tasks | Writing code;Debugging or fixing code;Learning new concepts or technologies | Learning about a codebase;Project planning;Documenting code;Committing and reviewing code;Search for answers;Creating or maintaining documentation | Testing code;Deployment and monitoring;Predictive analytics | null | 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;Other (write in): | Somewhat. I use generative AI for small algorythmic tasks. I do not allow AI to make decisions on software architecture, styling, or API. | No, and I don't plan to | Yes, somewhat | null | null | null | null | null | null | null | null | null | I am concerned about the accuracy of the information provided by AI agents.;Write in the most significant challenge if not listed above: | Integrating AI agents with my existing tools and workflows can be difficult.;It takes significant time and effort to learn how to use AI agents effectively.;The cost of using certain AI agent platforms is a barrier.;I have concerns about the security and privacy of data when using AI agents. | null | null | null | 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 | Preserving code redability, maintainability and usability. Use of external solutions. Innovation and creativity. Ethical considerations. | null | null |
8,346 | 8,347 | I code primarily as a hobby | 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 |
8,347 | 8,348 | 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.) | 19 | Yes, I am not new to coding but am learning new coding techniques or programming language | Other online resources (e.g. standard search, forum, online community);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 | 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);Colleague or on-the-job training;Blogs or podcasts;Stack Overflow or Stack Exchange | 28 | DevOps engineer or professional | 10,000 or more 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 |
8,348 | 8,349 | I am a developer by profession | 25-34 years old | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Employed | Engaged in paid work (20-29 hours per week) | 4 | 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;AI CodeGen tools or AI-enabled apps;Colleague or on-the-job training;Blogs or podcasts | Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies | Videos (not associated with specific online course or certification);Other online resources (e.g. standard search, forum, online community);Online Courses or Certification (includes all media types);Blogs or podcasts;Stack Overflow or Stack Exchange | 6 | Developer, full-stack | Less than 20 employees | People manager | In-person | No | School | null | null | Government | null | No | I have neither consider or transitioned into a new career or industry | null | null | Mexico | MXN Mexican peso | 490,000 | 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 | Not sure/can't remember | A few times per week | Between 3 and 5 years | I have never participated in Q&A on Stack Overflow | null | null | No, not really | null | Yes, I use AI tools monthly or infrequently | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 25,793 | null |
8,349 | 8,350 | 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 | 20 | 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 | 31 | Developer, mobile | 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 |
8,350 | 8,351 | I am a developer by profession | 18-24 years old | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Employed | Engaged in paid work (20-29 hours per week);Attending school (part-time) | 1 | Yes, I am not new to coding but am learning new coding techniques or programming language | Online Courses or Certification (includes all media types);Other online resources (e.g. standard search, forum, online community);Stack Overflow or Stack Exchange;AI CodeGen tools or AI-enabled apps;Coding Bootcamp;Games or coding challenges;School (i.e., University, College, etc) | Yes, I learned how to use AI-enabled tools required for my job or to benefit my career | AI CodeGen tools or AI-enabled apps;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;Stack Overflow or Stack Exchange;School (i.e., University, College, etc) | 4 | Developer, full-stack | 20 to 99 employees | Individual contributor | Remote | No | Personal Project | Robust and complete API
NA | null | Software Development | null | Yes | I have somewhat considered changing my career and/or the industry I work in | 7 | 5 | India | INR Indian rupee | null | Yes | C;C++;Dart;HTML/CSS;JavaScript;Python;TypeScript | C++;Go;HTML/CSS;JavaScript;Python;Rust;TypeScript | C++;HTML/CSS;JavaScript;Python;TypeScript | NA
NA | Yes | Cloud Firestore;Firebase Realtime Database;MongoDB;PostgreSQL;Redis | Cloud Firestore;Firebase Realtime Database;MongoDB;PostgreSQL;Redis;Supabase;Valkey | Cloud Firestore;Firebase Realtime Database;MongoDB;PostgreSQL;Redis | NA
NA | Yes | Amazon Web Services (AWS);Bun;Chocolatey;Digital Ocean;Docker;Firebase;Google Cloud;Gradle;Kubernetes;npm;Pip;pnpm;Supabase;Vercel;Vite;Webpack;Yarn | Amazon Web Services (AWS);Bun;Cargo;Digital Ocean;Docker;Firebase;Google Cloud;Gradle;Kubernetes;npm;Pip;pnpm;Supabase;Vercel;Vite;Webpack;Yarn | Amazon Web Services (AWS);Bun;Digital Ocean;Docker;Firebase;Google Cloud;Gradle;Kubernetes;npm;Pip;pnpm;Supabase;Vercel;Vite;Webpack;Yarn | NA
NA | Yes | Deno;Django;Express;FastAPI;Flask;Next.js;Node.js;React;Spring Boot;WordPress | Deno;Django;Express;FastAPI;Flask;Next.js;Node.js;React;Spring Boot | Deno;Django;Express;FastAPI;Flask;Next.js;Node.js;React;Spring Boot | NA
NA | Yes | Bolt;Claude Code;Lovable.dev;Visual Studio Code;Xcode | Bolt;Claude Code;Lovable.dev;Visual Studio Code;Xcode;Zed | Bolt;Claude Code;Lovable.dev;Visual Studio Code;Xcode | NA
NA | hostinger;Google Gemini;Shadcn/ui;Ollama;LangGraph | hostinger;RAG;Google Gemini;Shadcn/ui;Ollama;LangGraph | hostinger;Google Gemini;Shadcn/ui;Ollama;LangGraph | null | null | MacOS;Android | MacOS;Android | GitHub;Google Colab;Google Workspace;Jira;Notion;Trello | GitHub;Google Colab;Google Workspace;Jira;Notion;Trello | GitHub;Google Colab;Google Workspace;Jira;Notion;Trello | NA
NA | Stack Overflow;Stack Exchange;Discord;Dev.to;GitHub (public projects, not private repos);YouTube;LinkedIn | Stack Overflow;Stack Exchange;Discord;Dev.to;GitHub (public projects, not private repos);X;YouTube;LinkedIn | Stack Overflow;Stack Exchange;Discord;Dev.to;GitHub (public projects, not private repos);YouTube;LinkedIn | NA
NA | Yes | null | null | null | NA
NA | Yes | A few times per month or weekly | Between 1 and 3 years | Less than once every 2 - 3 months | Chat (people);Long-form articles;Lists of recommendations (tools, frameworks, technologies, etc.);Job board | null | Yes, definitely | Less than half of the time | Yes, I use AI tools daily | Very favorable | Somewhat trust | Good, but not great at handling complex tasks | Writing code;Testing code;Predictive analytics;Search for answers;Learning new concepts or technologies | Learning about a codebase;Debugging or fixing code;Committing and reviewing code;Deployment and monitoring | null | null | Project planning;Documenting code;Generating content or synthetic data;Creating or maintaining documentation | Debugging AI-generated code is more time-consuming | null | Yes, I use AI agents at work weekly | Yes, somewhat | Software engineering;Business process automation;Customer service support | Agent/multi-agent orchestration;Vector databases for AI applications;MCP servers | 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 improved the quality of my code.;AI agents have helped me solve complex problems more effectively. | null | AI agents have reduced the time spent on specific development tasks.;AI agents have improved collaboration within my team. | null | I am concerned about the accuracy of the information provided by AI agents. | null | The cost of using certain AI agent platforms is a barrier.;I have concerns about the security and privacy of data when using AI agents. | Integrating AI agents with my existing tools and workflows can be difficult.;It takes significant time and effort to learn how to use AI agents effectively.;My company's IT and/or InfoSec teams have strict rules that do not allow me to use AI agent tools or platforms | null | Redis;supabase;pgvector;Weaviate | null | Vertex AI;Ollama;LangChain;LangGraph | null | null | null | ChatGPT;Claude Code;GitHub Copilot;Google Gemini;Microsoft Copilot;Auto-GPT;Replit;v0.dev;Perplexity;Bolt.new;Amazon Codewhisperer;Lovable.dev | null | When I want to compare different solutions;When I’m stuck and can’t explain the problem;When I need help fixing complex or unfamiliar code;When I need quick help troubleshooting | Code Quality, Optimisation, and UI/UX design | null | 6 |
8,351 | 8,352 | I am not primarily a developer, but I write code sometimes as part of my work/studies | 18-24 years old | Some college/university study without earning a degree | Student | Attending school (full-time) | 1 | Yes, I am not new to coding but am learning new coding techniques or programming language | Online Courses or Certification (includes all media types);Other online resources (e.g. standard search, forum, online community);Videos (not associated with specific online course or certification);Stack Overflow or Stack Exchange;Technical documentation (is generated for/by the tool or system);School (i.e., University, College, etc) | Yes, I learned how to use AI-enabled tools required for my job or to benefit my career | AI CodeGen tools or AI-enabled apps;Other online resources (e.g. standard search, forum, online community);Blogs or podcasts | 2 | 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 |
8,352 | 8,353 | I am a developer by profession | 35-44 years old | Master’s degree (M.A., M.S., M.Eng., MBA, etc.) | Independent contractor, freelancer, or self-employed | None of the above | 26 | Yes, I am not new to coding but am learning new coding techniques or programming language | 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 | 26 | Developer, mobile | null | null | null | No | Personal Project | Reputation for quality
NA | Other (please specify):
costs | Software Development | null | I'm not sure | I have strongly considered changing my career and/or the industry I work in | 20 | 20 | Netherlands | EUR European Euro | 25,000 | Yes | Dart;HTML/CSS;JavaScript;Python;Swift;TypeScript | Dart;HTML/CSS;JavaScript;Python;Swift;TypeScript | Dart;HTML/CSS;JavaScript;Python;Swift;TypeScript | NA
NA | Yes | SQLite | SQLite | SQLite | NA
NA | Yes | Amazon Web Services (AWS);Cloudflare;Firebase;Netlify;npm;Pip;Vite;Webpack | Amazon Web Services (AWS);Cloudflare;Firebase;Netlify;npm;Pip;Vite;Webpack | Amazon Web Services (AWS);Cloudflare;Firebase;Netlify;npm;Pip;Vite;Webpack | NA
NA | Yes | Angular;AngularJS;Node.js;Nuxt.js;Vue.js | Node.js;Nuxt.js;Vue.js | Node.js;Nuxt.js;Vue.js | NA
NA | Yes | Android Studio;Visual Studio Code;Xcode | Android Studio;Visual Studio Code;Xcode | Android Studio;Visual Studio Code;Xcode | NA
NA | null | null | null | null | null | MacOS | MacOS | Azure Devops;Linear | Azure Devops | Azure Devops | NA
NA | Reddit;Hacker News | Reddit;Hacker News | Reddit;Hacker News | NA
NA | Yes | openAI GPT (chatbot models);openAI Image generating models | openAI GPT (chatbot models);openAI Image generating models | openAI GPT (chatbot models);openAI Image generating models | NA
NA | Yes | Less than once per month or monthly | Between 5 and 10 years | Less than once every 2 - 3 months | null | Browse content related to Q&A posts I recently viewed
NA | No, not really | Rarely, almost never | Yes, I use AI tools daily | Very favorable | Highly trust | Very well at handling complex tasks | Writing code;Debugging or fixing code;Search for answers;Learning new concepts or technologies | Learning about a codebase;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 | null | null | I haven’t encountered any problems | null | No, and I don't plan to | Not at all or minimally | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 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 | Understand the client's needs. | 29,004 | 9 |
8,353 | 8,354 | I am a developer by profession | 35-44 years old | Some college/university study without earning a degree | Employed | null | 9 | Yes, I am not new to coding but am learning new coding techniques or programming language | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
8,354 | 8,355 | I code primarily as a hobby | 25-34 years old | Some college/university study without earning a degree | Not employed | None of the above | null | No, I am not new to coding and did not learn new coding techniques or programming languages | null | No, I didn't spend time learning in the past year | null | 12 | Other (please specify): | null | null | null | null | Personal Project | Other (please specify):
Not using generative AI | Other (please specify):
Uses generative AI | null | null | Yes | I have strongly considered changing my career and/or the industry I work in | 6 | 6 | United Kingdom of Great Britain and Northern Ireland | GBP Pound sterling | 0 | Yes | Assembly;Bash/Shell (all shells);C#;C++;HTML/CSS;Java;Lua | Ada;Assembly;C#;C++;Dart;Kotlin;Lua;OCaml;Rust;Swift;TypeScript;Zig | Assembly;C#;C++;Lua | Haskell
Haskell, Squirrel, BASIC, LISP, Forth, Haxe, HyperTalk, Modula | Yes | null | null | null | NA
LibreOffice Base | null | null | null | null | NA
NA | null | null | null | null | NA
NA | Yes | Notepad++;Visual Studio;VSCodium | Notepad++;VSCodium | Notepad++;VSCodium | Microsoft Notepad, NetBeans
Microsoft Notepad, Emacs, Code Blocks | null | null | null | null | null | Windows | Windows | Doxygen;GitHub;Markdown File;Wikis | Doxygen;GitLab;Markdown File;Obsidian;Wikis | Doxygen;Markdown File;Wikis | Notepad & Pencil, Discourse
Discourse, Face to Face Discussion | Stack Overflow;Stack Exchange;Reddit;GitHub (public projects, not private repos);Company-sponsored forums | Reddit | Reddit | NA
GitLab, Internet Relay Chat, Other Forums | No | null | null | null | NA
NA | Yes | Less than once per month or monthly | Between 10 and 15 years | Less than once per month or monthly | Chat (people);Long-form articles;Logic games/puzzles;Lists of recommendations (tools, frameworks, technologies, etc.);Direct messaging of users;Day-in-the-life profiles/interviews with experts | Other (write in):
Read Questions and Answers | No, not at all | I don't use AI or AI-enabled tools | No, and I don't plan to | Very unfavorable | Highly distrust | Very poor at handling complex tasks | null | Learning about a codebase;Project planning;Writing code;Documenting code;Debugging or fixing code;Testing code;Committing and reviewing code;Deployment and monitoring;Predictive analytics;Search for answers;Generating content or synthetic data;Creating or maintaining documentation;Learning new concepts or technologies;Other (write in): | null | null | null | Debugging AI-generated code is more time-consuming;I don’t use AI tools regularly;Other (write in): | No. It's a ridiculous practice that weakens programmers' problem solving skills and understanding of the problem domain, and just encourages laziness and sloppy coding. Code is read more often than it is written, so the person writing it should understand the problem and write code that will help others to understand the solution. I do not want to engage with code generated by a machine, it is a waste of my time. | No, and I don't plan to | Not at all or minimally | null | null | null | null | null | null | null | null | null | I am concerned about the accuracy of the information provided by AI agents.;Integrating AI agents with my existing tools and workflows can be difficult.;It takes significant time and effort to learn how to use AI agents effectively.;The cost of using certain AI agent platforms is a barrier.;I have concerns about the security and privacy of data when using AI agents.;My company's IT and/or InfoSec teams have strict rules that do not allow me to use AI agent tools or platforms;Write in the most significant challenge if not listed above: | null | null | null | null | null | null | null | null | null | null | When I don’t trust AI’s answers;When I want to fully understand something;When I want to learn best practices;When I want to compare different solutions;When I have ethical or security concerns about code;When I’m stuck and can’t explain the problem;When I need help fixing complex or unfamiliar code;When I need quick help troubleshooting;Other (please specify): | The ability to retain their humanity in the face of AI dominance - as people gradually give over their agency, privacy, and autonomy to neural networks trained by self-serving corporate entities.
Knowing how to fix the inevitable bugs and security holes that AI will introduce.
The ability to train developers not to use AI, and to understand programming languages properly instead of expecting the machine to do all the work for them.
The political skills necessary to stand up against these unsettling changes, to fight to get things back on track, and to undermine the inevitable corporate dystopia. | null | null |
8,355 | 8,356 | I am a developer by profession | 35-44 years old | Associate degree (A.A., A.S., etc.) | Employed | None of the above | 8 | No, I am not new to coding and did not learn new coding techniques or programming languages | null | No, I didn't spend time learning in the past year | null | 8 | Developer, full-stack | Less than 20 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 |
8,356 | 8,357 | I am learning to code | 25-34 years old | Master’s degree (M.A., M.S., M.Eng., MBA, etc.) | Employed | Engaged in paid work (less than 10 hours per week) | 7 | Yes, I am not new to coding but am learning new coding techniques or programming language | Online Courses or Certification (includes all media types);Other online resources (e.g. standard search, forum, online community);Stack Overflow or Stack Exchange;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 | Other online resources (e.g. standard search, forum, online community);Colleague or on-the-job training | 2 | Data engineer | 5,000 to 9,999 employees | People manager | 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 |
8,357 | 8,358 | I used to be a developer by profession, but no longer am | 65 years or older | Primary/elementary school | Retired | None of the above | 32 | 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 | 32 | Retired | null | null | null | null | Personal Project | Robust and complete API
Complete tool set | null | null | null | null | null | null | 2 | Switzerland | CHF Swiss franc | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | Yes, I use AI tools monthly or infrequently | Indifferent | Highly distrust | Bad at handling complex tasks | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
8,358 | 8,359 | I am a developer by profession | 25-34 years old | Master’s degree (M.A., M.S., M.Eng., MBA, etc.) | Employed | Volunteering (regularly) | 6 | No, I am not new to coding and did not learn new coding techniques or programming languages | null | No, I didn't spend time learning in the past year | null | 12 | Developer, back-end | 10,000 or more employees | Individual contributor | Hybrid (some remote, leans heavy to in-person) | No | Work | Reliability and low latency
NA | null | Software Development | Innovation through solving challenging and complex problems
NA | No | I have somewhat considered changing my career and/or the industry I work in | 4 | null | France | EUR European Euro | 65,000 | Yes | C++;Java;Python;SQL | C++;Rust | C++ | NA
NA | No | null | null | null | NA
NA | Yes | Docker;Pip | Cargo;Docker | Docker | NA
NA | No | null | null | null | NA
NA | Yes | Eclipse;Visual Studio;Visual Studio Code | Visual Studio Code;VSCodium | Visual Studio Code | NA
NA | null | null | null | null | null | Ubuntu | Windows;Red Hat | Markdown File | Markdown File;Wikis | Markdown File | NA
NA | Stack Overflow;Stack Exchange | Stack Overflow;Stack Exchange;GitHub (public projects, not private repos) | Stack Overflow;Stack Exchange | Internal company platform
NA | No | null | null | null | NA
NA | Yes | Less than once per month or monthly | Between 3 and 5 years | Infrequently, less than once per year | null | null | No, not really | I don't use AI or AI-enabled tools | No, and I don't plan to | Unfavorable | Highly distrust | I don't use AI tools for complex tasks / I don't know | null | Learning about a codebase;Documenting code;Debugging or fixing code;Testing code;Committing and reviewing code;Deployment and monitoring;Predictive analytics;Search for answers;Generating content or synthetic data;Creating or maintaining documentation;Learning new concepts or technologies | Project planning;Writing code | null | null | I don’t use AI tools regularly | No | No, but I plan to | Not at all or minimally | null | null | null | null | null | null | null | 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 | 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 | Critical thinking | 75,410 | 6 |
8,359 | 8,360 | 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 | 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);Books / Physical media | 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 |
8,360 | 8,361 | I am a developer by profession | 25-34 years old | Master’s degree (M.A., M.S., M.Eng., MBA, etc.) | Employed | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
8,361 | 8,362 | I am a developer by profession | 35-44 years old | Some college/university study without earning a degree | Employed | None of the above | 9 | 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 |
8,362 | 8,363 | I am a developer by profession | 35-44 years old | Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.) | Independent contractor, freelancer, or self-employed | Engaged in paid work (20-29 hours per week) | 5 | Yes, I am not new to coding but am learning new coding techniques or programming language | AI CodeGen tools or AI-enabled apps;Coding Bootcamp;Games or coding challenges | No, I didn't spend time learning in the past year | null | 5 | Developer, full-stack | 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 |
8,363 | 8,364 | I am a developer by profession | 25-34 years old | Master’s degree (M.A., M.S., M.Eng., MBA, etc.) | Employed | None of the above | 6 | No, I am not new to coding and did not learn new coding techniques or programming languages | null | Yes, I learned how to use AI-enabled tools required for my job or to benefit my career | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
8,364 | 8,365 | I am a developer by profession | 25-34 years old | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Independent contractor, freelancer, or self-employed | Engaged in paid work (20-29 hours per week) | 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 | Other (please specify): | 2 | AI/ML engineer | Just me - I am a freelancer, sole proprietor, etc. | Individual contributor | Remote | Yes, I influenced the purchase of a substantial addition to the tech stack | Work | Easy-to-use API
NA | null | Software Development | Control over the level of quality in projects
NA | No | I have neither consider or transitioned into a new career or industry | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 9 |
8,365 | 8,366 | I am a developer by profession | 35-44 years old | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Employed | Caring for dependents (children, elderly, etc.) | 10 | Yes, I am not new to coding but am learning new coding techniques or programming language | 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 | Technical documentation (is generated for/by the tool or system);Online Courses or Certification (includes all media types);Books / Physical media | 25 | Architect, software or solutions | Less than 20 employees | Individual contributor | In-person | Yes, I influenced the purchase of a substantial addition to the tech stack | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
8,366 | 8,367 | I am a developer by profession | 55-64 years old | Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.) | Employed | Engaged in paid work (less than 10 hours per week) | 39 | 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 as required for my job or to benefit my career | null | 8 | Developer, mobile | Less than 20 employees | Individual contributor | Remote | No | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
8,367 | 8,368 | I code primarily as a hobby | 25-34 years old | Primary/elementary school | Independent contractor, freelancer, or self-employed | Transitioning to retirement (gradually reducing work hours);Engaged in paid work (less than 10 hours per week) | 5 | Yes, I am not new to coding but am learning new coding techniques or programming language | Stack Overflow or Stack Exchange | Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies | Games or coding challenges;School (i.e., University, College, etc) | 11 | Architect, software or solutions | Less than 20 employees | Individual contributor | In-person | Yes, I influenced the purchase of a substantial addition to the tech stack | Work | null | Availability of better alternatives
NA | Energy | null | No | I have somewhat considered changing my career and/or the industry I work in | null | null | Namibia | UAH Ukrainian hryvnia | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | No | A few times per month or weekly | Between 1 and 3 years | Less than once per month or monthly | Direct messaging of users | Ask a question
NA | Yes, somewhat | Less than half of the time | Yes, I use AI tools monthly or infrequently | Very unfavorable | Neither trust nor 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 | null |
8,368 | 8,369 | I am not primarily a developer, but I write code sometimes as part of my work/studies | 35-44 years old | Associate degree (A.A., A.S., etc.) | Employed | Engaged in paid work (20-29 hours per week) | 22 | Yes, I am not new to coding but am learning new coding techniques or programming language | Online Courses or Certification (includes all media types);AI CodeGen tools or AI-enabled apps;Colleague or on-the-job training;Blogs or podcasts | Yes, I learned how to use AI-enabled tools required for my job or to benefit my career | AI CodeGen tools or AI-enabled apps;Videos (not associated with specific online course or certification);Colleague or on-the-job training;Blogs or podcasts | 5 | DevOps engineer or professional | 10,000 or more employees | Individual contributor | Hybrid (some in-person, leans heavy to flexibility) | No | Work | Costs are manageable
NA | Security or privacy concerns
NA | Retail and Consumer Services | null | No | I have transitioned into a new career and/or industry voluntarily | 15 | 5 | Netherlands | EUR European Euro | 100,000 | Yes | Bash/Shell (all shells);PowerShell;Python;TypeScript | Bash/Shell (all shells);Python;TypeScript | Bash/Shell (all shells);Python;TypeScript | NA
NA | Yes | PostgreSQL | PostgreSQL | PostgreSQL | NA
NA | Yes | Ansible;Docker;Homebrew;Kubernetes;Make;Microsoft Azure;npm;Pip;Terraform | Docker;Homebrew;Kubernetes;Microsoft Azure;npm;Pip | Docker;Homebrew;Kubernetes;Microsoft Azure;npm;Pip | NA
NA | No | null | null | null | NA
NA | Yes | Cursor;Visual Studio Code | Visual Studio Code | Visual Studio Code | NA
NA | RAG;uv | RAG;uv | RAG;uv | null | null | MacOS | MacOS | Azure Devops;Confluence;GitHub;Jira;Obsidian | Confluence;GitHub;Jira;Obsidian | Confluence;GitHub;Jira;Obsidian | NA
NA | Stack Overflow;Discord;Reddit;Bluesky | Stack Overflow;Discord;Reddit;Bluesky | Stack Overflow;Discord;Reddit;Bluesky | NA
NA | Yes | Anthropic: Claude Sonnet;Gemini (Flash general purpose models);Gemini (Pro Reasoning models);Mistral AI models;openAI GPT (chatbot models);openAI Reasoning models;Perplexity Sonar models | Anthropic: Claude Sonnet;Mistral AI models;openAI GPT (chatbot models);openAI Reasoning models | Anthropic: Claude Sonnet;Mistral AI models;openAI GPT (chatbot models);openAI Reasoning models | NA
NA | Yes | A few times per month or weekly | Between 5 and 10 years | Infrequently, less than once per year | Long-form articles;Chat (bot/AI) | Ask a question
NA | No, not really | Rarely, almost never | Yes, I use AI tools daily | Very favorable | Somewhat trust | Good, but not great at handling complex tasks | Learning about a codebase;Committing and reviewing code;Deployment and monitoring;Search for answers;Creating or maintaining documentation;Learning new concepts or technologies | Project planning;Predictive analytics | null | Documenting code | Writing code;Debugging or fixing code;Testing code;Generating content or synthetic data | AI solutions that are almost right, but not quite;I’ve become less confident in my own problem-solving | I have vibe coded some small tools that help automate repetitive processes for my team. | Yes, I use AI agents at work weekly | Yes, somewhat | Software engineering;IT operations | MCP servers | 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 accelerated my learning about new technologies or codebases. | AI agents have improved collaboration within my team. | AI agents have increased my productivity. | null | I am concerned about the accuracy of the information provided by AI agents.;Integrating AI agents with my existing tools and workflows can be difficult.;The cost of using certain AI agent platforms is a barrier. | 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 have concerns about the security and privacy of data when using AI agents. | null | GitHub MCP Server | null | Semantic Kernel | null | null | null | ChatGPT;Claude Code;GitHub Copilot | null | When I don’t trust AI’s answers;When I’m stuck and can’t explain the problem;When I need quick help troubleshooting | Setting requirements of software or solutions. Ensuring solutions are secure. Maintaining the platform, cloud infrastructure, Kubernetes, databases, ect. Providing support to our users. | 116,015 | null |
8,369 | 8,370 | I am a developer by profession | 35-44 years old | Master’s degree (M.A., M.S., M.Eng., MBA, etc.) | Employed | None of the above | 15 | Yes, I am not new to coding but am learning new coding techniques or programming language | Other online resources (e.g. standard search, forum, online community);Stack Overflow or Stack Exchange;Technical documentation (is generated for/by the tool or system);Blogs or podcasts | Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies | AI CodeGen tools or AI-enabled apps | 30 | Developer, back-end | 500 to 999 employees | Individual contributor | Hybrid (some remote, leans heavy to in-person) | No | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
8,370 | 8,371 | 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 | 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 | Colleague or on-the-job training | 11 | Developer, full-stack | Less than 20 employees | Individual contributor | Remote | 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 | I'm not sure | I have transitioned into a new career and/or industry voluntarily | 20 | 20 | United States of America | USD United States dollar | 250,000 | Yes | HTML/CSS;JavaScript;PowerShell;Python;Rust;SQL;TypeScript | null | null | NA
NA | Yes | BigQuery;Dynamodb;Elasticsearch;MySQL;PostgreSQL;Redis;Supabase | null | null | NA
NA | Yes | Amazon Web Services (AWS);Bun;Cargo;Chocolatey;Cloudflare;Datadog;Digital Ocean;Docker;Google Cloud;Homebrew;Kubernetes;Make;npm;Pip;pnpm;Poetry;Prometheus;Supabase;Terraform;Vercel;Vite;Webpack;Yarn | null | null | NA
NA | Yes | FastAPI;Flask;jQuery;NestJS;Next.js;Node.js;React | null | null | NA
NA | Yes | Claude Code;Cursor;Sublime Text;Vim;Visual Studio;Visual Studio Code;Windsurf | null | null | NA
NA | null | null | null | null | null | Windows;MacOS;iOS | Windows;MacOS;iOS | GitHub;Jira;Linear;Markdown File | null | null | NA
NA | Stack Overflow;Stack Exchange;Discord;Hacker News;GitHub (public projects, not private repos);Slack (public channels, not work);X;YouTube;LinkedIn;Medium | null | null | NA
NA | Yes | openAI GPT (chatbot models);openAI Image generating models | null | null | NA
NA | Yes | A few times per month or weekly | Between 5 and 10 years | Infrequently, less than once per year | Videos;Coding challenges;Logic games/puzzles;Lists of recommendations (tools, frameworks, technologies, etc.);Chat (bot/AI) | 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;Debugging AI-generated code is more time-consuming;I’ve become less confident in my own problem-solving | yes, everyone within the company vibe codes to some extent. it helps us ship literally at least 10x as fast | Yes, I use AI agents at work daily | Yes, to a great extent | Software engineering;Business process automation;Data and analytics;Cybersecurity | null | AI agents have improved the quality of my code.;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.;AI agents have reduced the time spent on specific development tasks. | null | Integrating AI agents with my existing tools and workflows can be difficult.;I have concerns about the security and privacy of data when using AI agents. | It takes significant time and effort to learn how to use AI agents effectively.;The cost of using certain AI agent platforms is a barrier. | null | I am concerned about the accuracy of the information provided by AI agents. | My company's IT and/or InfoSec teams have strict rules that do not allow me to use AI agent tools or platforms | supabase | cursor, windsurf | null | null | null | null | ChatGPT;Claude Code;GitHub Copilot;Google Gemini;Microsoft Copilot;v0.dev;Perplexity | 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 need help fixing complex or unfamiliar code | High level systems planning that's nuanced with IMPLIED and ANTICIPATED business needs rather than what is concretely defined. | 250,000 | 6 |
8,371 | 8,372 | I am not primarily a developer, but I write code sometimes as part of my work/studies | 65 years or older | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Retired | Engaged in paid work (less than 10 hours per week) | 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 | Books / Physical media | 20 | Retired | I don’t know | Individual contributor | Remote | No | Personal Project | Easy-to-use API
NA | Availability of better alternatives
NA | Software Development | null | null | null | null | 5 | South Africa | ZAR South African rand | 300,000 | Yes | Bash/Shell (all shells);PowerShell;Python;SQL | null | null | NA
NA | Yes | Microsoft SQL Server | null | null | NA
NA | Yes | Docker;Microsoft Azure | null | null | NA
NA | No | null | null | null | NA
NA | No | null | null | null | NA
NA | null | null | null | null | null | Windows;Ubuntu;Windows Subsystem for Linux (WSL);iOS | null | null | null | null | NA
NA | YouTube;LinkedIn;Medium | null | null | NA
NA | No | null | null | null | NA
NA | null | null | null | null | null | null | null | null | No, but I plan to soon | Favorable | Neither trust nor distrust | I don't use AI tools for complex tasks / I don't know | Documenting code | Writing code;Debugging or fixing code;Search for answers | null | Testing code | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 16,914 | null |
8,372 | 8,373 | I used to be a developer by profession, but no longer am | 35-44 years old | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Employed | None of the above | 15 | No, I am not new to coding and did not learn new coding techniques or programming languages | null | No, I didn't spend time learning in the past year | null | 19 | Engineering manager | 10,000 or more employees | People manager | Remote | No | Personal Project | Easy-to-use API
NA | Security or privacy concerns
NA | Software Development | null | No | I have strongly considered changing my career and/or the industry I work in | 10 | 3 | United States of America | USD United States dollar | 510,000 | No | null | null | null | NA
NA | No | null | null | null | NA
NA | No | null | null | null | NA
NA | No | null | null | null | NA
NA | No | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | Yes | A few times per month or weekly | More than 15 years, or since Stack Overflow started in 2008 | Infrequently, less than once per year | Chat (people);Direct messaging of users | null | Neutral | Rarely, almost never | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 510,000 | null |
8,373 | 8,374 | I am a developer by profession | 18-24 years old | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Student | Attending school (part-time) | 1 | 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;Coding Bootcamp;School (i.e., University, College, etc) | Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies | AI CodeGen tools or AI-enabled apps;Videos (not associated with specific online course or certification);School (i.e., University, College, etc) | 4 | 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 |
8,374 | 8,375 | 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 | 25 | No, I am not new to coding and did not learn new coding techniques or programming languages | null | Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies | Books / Physical media | 30 | Developer, back-end | 20 to 99 employees | Individual contributor | Hybrid (some remote, leans heavy to in-person) | No | Work | Good brand and public image
NA | Security or privacy concerns
NA | Fintech | Competitive pay and benefits
NA | No | I have neither consider or transitioned into a new career or industry | 2 | null | Iran, Islamic Republic of... | IRR Iranian rial | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | Yes | Daily or almost daily | Between 5 and 10 years | Less than once per month or monthly | Job board | null | null | null | Yes, I use AI tools daily | Very favorable | Neither trust nor distrust | Bad at handling complex tasks | Project planning;Writing code;Documenting code;Testing code;Committing and reviewing code;Search for answers;Generating content or synthetic data;Creating or maintaining documentation;Learning new concepts or technologies | Learning about a codebase;Debugging or fixing code;Deployment and monitoring | null | null | null | AI solutions that are almost right, but not quite | No | No, and I don't plan to | Yes, somewhat | null | null | null | null | null | null | null | Integrating AI agents with my existing tools and workflows can be difficult.;It takes significant time and effort to learn how to use AI agents effectively.;The cost of using certain AI agent platforms is a barrier. | My company's IT and/or InfoSec teams have strict rules that do not allow me to use AI agent tools or platforms | null | I am concerned about the accuracy of the information provided by AI agents.;I have concerns about the security and privacy of data when using AI agents. | null | null | null | null | null | null | null | null | null | When I don’t trust AI’s answers;When I have ethical or security concerns about code | experience | null | 5 |
8,375 | 8,376 | I am a developer by profession | 35-44 years old | Master’s degree (M.A., M.S., M.Eng., MBA, etc.) | Employed | None of the above | 15 | No, I am not new to coding and did not learn new coding techniques or programming languages | null | No, I learned something that was not related to AI or AI enablement for my personal curiosity and/or hobbies | null | 25 | Developer, desktop or enterprise applications | 500 to 999 employees | Individual contributor | In-person | No | Work | Reputation for quality
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 |
8,376 | 8,377 | I am a developer by profession | 18-24 years old | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Independent contractor, freelancer, or self-employed | None of the above | 3 | Yes, I am not new to coding but am learning new coding techniques or programming language | Online Courses or Certification (includes all media types);Other online resources (e.g. standard search, forum, online community);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 | Colleague or on-the-job training | 5 | Developer, full-stack | null | null | null | No | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
8,377 | 8,378 | 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.) | 17 | No, I am not new to coding and did not learn new coding techniques or programming languages | null | Yes, I learned how to use AI-enabled tools required for my job or to benefit my career | 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;Online Courses or Certification (includes all media types) | 23 | Data scientist | 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 |
8,378 | 8,379 | I am a developer by profession | 45-54 years old | Master’s degree (M.A., M.S., M.Eng., MBA, etc.) | Employed | Caring for dependents (children, elderly, etc.) | 23 | No, I am not new to coding and did not learn new coding techniques or programming languages | null | Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies | AI CodeGen tools or AI-enabled apps;Other online resources (e.g. standard search, forum, online community);Online Courses or Certification (includes all media types) | 30 | Developer, embedded applications or devices | 10,000 or more employees | Individual contributor | Remote | No | null | null | null | Internet, Telecomm or Information Services | null | No | I have neither consider or transitioned into a new career or industry | null | null | Poland | PLN Polish zloty | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
8,379 | 8,380 | I am a developer by profession | 35-44 years old | Master’s degree (M.A., M.S., M.Eng., MBA, etc.) | I prefer not to say | null | 14 | Yes, I am not new to coding but am learning new coding techniques or programming language | Online Courses or Certification (includes all media types);Videos (not associated with specific online course or certification);Stack Overflow or Stack Exchange;Technical documentation (is generated for/by the tool or system);Blogs or podcasts;Games or coding challenges | 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);Stack Overflow or Stack Exchange;Games or coding challenges | 20 | Developer, back-end | null | null | null | null | Work | Good brand and public image
NA | Security or privacy concerns
NA | null | null | null | null | null | null | United States of America | USD United States dollar | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
8,380 | 8,381 | I am a developer by profession | 25-34 years old | Some college/university study without earning a degree | Employed | Engaged in paid work (10-19 hours per week) | 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 | Videos (not associated with specific online course or certification);Colleague or on-the-job training;Blogs or podcasts;Stack Overflow or Stack Exchange | null | 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 | 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 |
8,381 | 8,382 | I am a developer by profession | 45-54 years old | Master’s degree (M.A., M.S., M.Eng., MBA, etc.) | Employed | Caring for dependents (children, elderly, etc.) | 25 | Yes, I am not new to coding but am learning new coding techniques or programming language | Other online resources (e.g. standard search, forum, online community);Videos (not associated with specific online course or certification);Stack Overflow or Stack Exchange;AI CodeGen tools or AI-enabled apps | No, I didn't spend time learning in the past year | null | 30 | Developer, embedded applications or devices | 500 to 999 employees | Individual contributor | Your choice (very flexible, you can come in when you want or just as needed) | Yes, I influenced the purchase of a substantial addition to the tech stack | 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 |
8,382 | 8,383 | 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) | 3 | No, I am not new to coding and did not learn new coding techniques or programming languages | null | Yes, I learned how to use AI-enabled tools required for my job or to benefit my career | AI CodeGen tools or AI-enabled apps;Videos (not associated with specific online course or certification);School (i.e., University, College, etc) | 8 | Developer, full-stack | 20 to 99 employees | Individual contributor | Remote | Yes, I endorsed a tool that was ultimately not purchased or used at my organization | Work | Easy-to-use API
NA | Security or privacy concerns
NA | Software Development | Job stability and career growth with a single employer
NA | I'm not sure | I have somewhat considered changing my career and/or the industry I work in | 15 | 17 | Bangladesh | BDT Bangladeshi taka | 360,000 | Yes | Bash/Shell (all shells);C;C++;HTML/CSS;Java;JavaScript;Prolog;Python;R;SQL;TypeScript | Assembly;Bash/Shell (all shells);C#;C++;GDScript;Go;Java;Kotlin;Python;Ruby;Rust;SQL;TypeScript;Visual Basic (.Net) | Bash/Shell (all shells);C++;Java;Python;SQL;TypeScript | NA
NA | Yes | MongoDB;MySQL;PostgreSQL;Redis;SQLite | Cassandra;Dynamodb;Elasticsearch;MongoDB;PostgreSQL;Redis | MongoDB;PostgreSQL;Redis | NA
NA | Yes | Amazon Web Services (AWS);Docker;Maven (build tool);Microsoft Azure | Amazon Web Services (AWS);Docker;Google Cloud;Gradle;Kubernetes | Amazon Web Services (AWS);Docker | Huawei Cloud
NA | Yes | Angular;Django;Flask;Spring Boot | Angular;ASP.NET;Django;FastAPI;Node.js;Ruby on Rails;Spring Boot | Angular;Django;Spring Boot | NA
NA | Yes | Android Studio;Eclipse;IntelliJ IDEA;Jupyter Notebook/JupyterLab;Nano;Notepad++;PyCharm;Sublime Text;Visual Studio Code | IntelliJ IDEA;Nano;Visual Studio Code | IntelliJ IDEA;Nano;Visual Studio Code | Codeblocks, Netbeans
NA | Tailwind CSS 4;Google Gemini | .NET 8 or higher;Tailwind CSS 4;Google Gemini | Tailwind CSS 4;Google Gemini | null | null | Ubuntu;Android;Debian;Pop!_OS | Pop!_OS | Confluence;GitHub;Google Colab;Jira;Markdown File;Notion;Obsidian;Redmine;Trello | GitHub;GitLab;Jira;Markdown File;Obsidian | GitHub;Jira;Markdown File;Obsidian | NA
NA | Stack Overflow;Stack Exchange;Discord;Dev.to;GitHub (public projects, not private repos);X;YouTube;LinkedIn;Medium | Discord;Dev.to;GitHub (public projects, not private repos);YouTube;LinkedIn | Discord;Dev.to;GitHub (public projects, not private repos);YouTube;LinkedIn | NA
NA | Yes | DeepSeek (V- General purpose models);openAI GPT (chatbot models);openAI Image generating models;openAI Reasoning models | DeepSeek (R- Reasoning models);DeepSeek (V- General purpose models);openAI GPT (chatbot models);openAI Reasoning models | DeepSeek (V- General purpose models);openAI GPT (chatbot models);openAI Reasoning models | Tabnine
NA | Yes | Less than once per month or monthly | Between 5 and 10 years | Less than once per month or monthly | Long-form articles;Videos;Lists of recommendations (tools, frameworks, technologies, etc.);Direct messaging of users;Chat (bot/AI) | Directly open a Q&A post via search, documentation or a peer
NA | Yes, somewhat | Less than half of the time | Yes, I use AI tools daily | Favorable | Somewhat distrust | Bad at handling complex tasks | Writing code;Committing and reviewing code;Deployment and monitoring | Learning about a codebase | Documenting code;Testing code;Creating or maintaining documentation | Project planning;Predictive analytics | Debugging or fixing code;Search for answers;Generating content or synthetic data;Learning new concepts or technologies | AI solutions that are almost right, but not quite | No | No, and I don't plan to | Yes, somewhat | null | null | null | null | null | null | null | The cost of using certain AI agent platforms is a barrier.;My company's IT and/or InfoSec teams have strict rules that do not allow me to use AI agent tools or platforms | null | I am concerned about the accuracy of the information provided by AI agents.;I have concerns about the security and privacy of data when using AI agents. | Integrating AI agents with my existing tools and workflows can be difficult.;It takes significant time and effort to learn how to use AI agents effectively. | null | null | null | null | null | null | null | null | null | When I 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 | I think it's going to be an endless arms race. Sure, a lot of junior roles will be replaced. Senior roles might be in future. But there will still be prompt engineers and guidance for the AI agent. There is potential for AI agents to replace humans in business decision makings using statistics. But I don't think that will be captured by AI too soon due to human intervention. But yeah, the need for of software developers will be significantly reduced. | 2,945 | 4 |
8,383 | 8,384 | I am a developer by profession | 35-44 years old | Some college/university study without earning a degree | Not employed | None of the above | 15 | No, I am not new to coding and did not learn new coding techniques or programming languages | null | No, I learned something that was not related to AI or AI enablement for my personal curiosity and/or hobbies | null | 17 | Developer, QA or test | null | null | null | null | School | Robust and complete API
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
8,384 | 8,385 | I am a developer by profession | 35-44 years old | Master’s degree (M.A., M.S., M.Eng., MBA, etc.) | Employed | null | 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 | 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 |
8,385 | 8,386 | 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 (less than 10 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) | 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) | 10 | Developer, full-stack | 100 to 499 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 |
8,386 | 8,387 | I am a developer by profession | 18-24 years old | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Student | Attending school (full-time) | null | null | null | null | null | null | 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 |
8,387 | 8,388 | I am a developer by profession | 25-34 years old | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Employed | null | 15 | No, I am not new to coding and did not learn new coding techniques or programming languages | null | Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies | 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 |
8,388 | 8,389 | 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);Books / Physical media;AI CodeGen tools or AI-enabled apps;Colleague or on-the-job training;School (i.e., University, College, etc) | No, I learned something that was not related to AI or AI enablement for my personal curiosity and/or hobbies | null | 5 | Developer, desktop or enterprise applications | 5,000 to 9,999 employees | Individual contributor | Your choice (very flexible, you can come in when you want or just as needed) | No | Personal Project | Reputation for quality
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 | 2 | United States of America | USD United States dollar | 160,000 | Yes | Bash/Shell (all shells);C;C++;HTML/CSS;JavaScript;Lua;Python;TypeScript | Assembly;Bash/Shell (all shells);C;C++;Go;JavaScript;Kotlin;Lua;Python;Rust;TypeScript;Zig;Gleam | Bash/Shell (all shells);C;C++;JavaScript;Lua;Python;TypeScript | NA
NA | Yes | MongoDB | MongoDB;PostgreSQL | MongoDB | NA
NA | Yes | APT;Bun;Docker;npm;Pip;Poetry;Vite | APT;Bun;Cargo;Docker;Pip;Vite | APT;Bun;Docker;Pip;Vite | NA
NA | Yes | Flask;React | null | null | NA
NA | Yes | Neovim;Vim | Neovim;Vim | Neovim;Vim | NA
NA | null | null | null | null | null | Windows Subsystem for Linux (WSL);Linux (non-WSL);Arch | Windows;Linux (non-WSL) | GitHub;Jira;Obsidian | GitHub;Obsidian | GitHub;Obsidian | NA
NA | Stack Overflow;Discord;Reddit;YouTube;Twitch | Stack Overflow;Discord;Reddit;YouTube;Twitch | Stack Overflow;Discord;Reddit;YouTube;Twitch | 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 | No | A few times per month or weekly | Between 5 and 10 years | I have never participated in Q&A on Stack Overflow | null | Read and/or vote on comments for a Question or Answer I am interested in
NA | No, not really | Less than half of the time | Yes, I use AI tools daily | Indifferent | Somewhat distrust | Bad at handling complex tasks | Learning about a codebase;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 | null | Search for answers | AI solutions that are almost right, but not quite;Debugging AI-generated code is more time-consuming;I’ve become less confident in my own problem-solving | For small scripts that I am more than find with not having/maintaining | No, and I don't plan to | Not at all or minimally | null | null | null | null | null | null | null | The cost of using certain AI agent platforms is a barrier.;Write in the most significant challenge if not listed above: | 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.;My company's IT and/or InfoSec teams have strict rules that do not allow me to use AI agent tools or platforms | It takes significant time and effort to learn how to use AI agents effectively. | null | null | null | null | null | null | null | null | 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 | all of them | 160,000 | null |
8,389 | 8,390 | I am not primarily a developer, but I write code sometimes as part of my work/studies | 18-24 years old | Some college/university study without earning a degree | Student | Attending school (full-time) | 1 | Yes, I am not new to coding but am learning new coding techniques or programming language | Online Courses or Certification (includes all media types);Other online resources (e.g. standard search, forum, online community);Books / Physical media;Stack Overflow or Stack Exchange;AI CodeGen tools or AI-enabled apps;Coding Bootcamp;School (i.e., University, College, etc) | Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies | Other online resources (e.g. standard search, forum, online community);Online Courses or Certification (includes all media types);Coding Bootcamp;School (i.e., University, College, etc) | 2 | Student | null | null | null | null | Personal Project | AI integration or AI Agent capabilities
NA | null | null | null | I'm not sure | I have neither consider or transitioned into a new career or industry | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
8,390 | 8,391 | 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.) | 9 | No, I am not new to coding and did not learn new coding techniques or programming languages | null | Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies | Colleague or on-the-job training;Blogs or podcasts | 13 | Developer, embedded applications or devices | 10,000 or more employees | Individual contributor | Hybrid (some in-person, leans heavy to flexibility) | No | Work | Robust and complete API
NA | Poor usability
NA | Internet, Telecomm or Information Services | null | null | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
8,391 | 8,392 | I am a developer by profession | 25-34 years old | Some college/university study without earning a degree | Employed | None of the above | 12 | Yes, I am not new to coding but am learning new coding techniques or programming language | Technical documentation (is generated for/by the tool or system);AI CodeGen tools or AI-enabled apps;Colleague or on-the-job training;Blogs or podcasts | Yes, I learned how to use AI-enabled tools 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 | 17 | Developer, back-end | 100 to 499 employees | Individual contributor | Hybrid (some remote, leans heavy to in-person) | Yes, I endorsed a tool that was open-source and is currently used by more than just myself but no purchase was made | 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 |
8,392 | 8,393 | I am a developer by profession | 35-44 years old | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Not employed | Caring for dependents (children, elderly, etc.);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);Videos (not associated with specific online course or certification);Technical documentation (is generated for/by the tool or system);AI CodeGen tools or AI-enabled apps;Colleague or on-the-job training | Yes, I learned how to use AI-enabled tools required for my job or to benefit my career | AI CodeGen tools or AI-enabled apps;Technical documentation (is generated for/by the tool or system);Colleague or on-the-job training | 15 | Developer, front-end | 500 to 999 employees | Individual contributor | Remote | No | Work | Reliability and low latency
NA | Ethical concerns
NA | Software Development | null | null | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
8,393 | 8,394 | I am a developer by profession | 25-34 years old | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Not employed | Engaged in paid work (less than 10 hours per week) | 7 | Yes, I am not new to coding but am learning new coding techniques or programming language | Other online resources (e.g. standard search, forum, online community);Stack Overflow or Stack Exchange;Technical documentation (is generated for/by the tool or system);AI CodeGen tools or AI-enabled apps | Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies | AI CodeGen tools or AI-enabled apps;Other online resources (e.g. standard search, forum, online community) | 10 | Developer, full-stack | Just me - I am a freelancer, sole proprietor, etc. | Individual contributor | Remote | No | Personal Project | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
8,394 | 8,395 | 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 | null | 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 |
8,395 | 8,396 | I am learning to code | 35-44 years old | Master’s degree (M.A., M.S., M.Eng., MBA, etc.) | Employed | None of the above | 10 | Yes, I am not new to coding but am learning new coding techniques or programming language | Other online resources (e.g. standard search, forum, online community) | Yes, I learned how to use AI-enabled tools required for my job or to benefit my career | School (i.e., University, College, etc) | 1 | Developer, desktop or enterprise applications | 1,000 to 4,999 employees | Individual contributor | In-person | 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 |
8,396 | 8,397 | 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 | No, I learned something that was not related to AI or AI enablement for my personal curiosity and/or hobbies | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
8,397 | 8,398 | I am a developer by profession | 35-44 years old | Master’s degree (M.A., M.S., M.Eng., MBA, etc.) | Independent contractor, freelancer, or self-employed | Caring for dependents (children, elderly, etc.);Volunteering (regularly) | 8 | No, I am not new to coding and did not learn new coding techniques or programming languages | null | Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies | AI CodeGen tools or AI-enabled apps;Technical documentation (is generated for/by the tool or system);Stack Overflow or Stack Exchange;Books / Physical media | 10 | Developer, full-stack | 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 | Fintech | null | null | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
8,398 | 8,399 | 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 | Yes, I am not new to coding but am learning new coding techniques or programming language | Other online resources (e.g. standard search, forum, online community);Stack Overflow or Stack Exchange;Technical documentation (is generated for/by the tool or system);Colleague or on-the-job training | No, I learned something that was not related to AI or AI enablement as required for my job or to benefit my career | null | 10 | Data engineer | 100 to 499 employees | Individual contributor | Hybrid (some remote, leans heavy to in-person) | Yes, I endorsed a tool that was open-source and is currently used by more than just myself but no purchase was made | Work | Reliability and low latency
NA | null | Internet, Telecomm or Information Services | null | Yes | I have somewhat considered changing my career and/or the industry I work in | 20 | 5 | United Kingdom of Great Britain and Northern Ireland | GBP Pound sterling | 117,000 | Yes | Bash/Shell (all shells);Elixir;Erlang;Go;HTML/CSS;Java;JavaScript;Kotlin;Python;SQL;TypeScript | Go;Python | Go;Python | NA
NA | Yes | BigQuery;DuckDB;PostgreSQL;SQLite;Clickhouse;Amazon Redshift | BigQuery;PostgreSQL | BigQuery;PostgreSQL | NA
NA | Yes | Amazon Web Services (AWS);Bun;Cloudflare;Datadog;Docker;Google Cloud;Gradle;Homebrew;Kubernetes;Make;npm;Pip;Poetry;Terraform;Yarn | Cloudflare;Datadog;Docker;Google Cloud;Homebrew;Kubernetes;npm;Pip;Poetry;Terraform | Cloudflare;Datadog;Docker;Google Cloud;Homebrew;Kubernetes;npm;Pip;Poetry;Terraform | NA
NA | Yes | Flask;React | Flask;React | Flask;React | NA
NA | Yes | IntelliJ IDEA;PyCharm;Visual Studio | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 159,286 | null |
8,399 | 8,400 | 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 | Videos (not associated with specific online course or certification);Stack Overflow or Stack Exchange;AI CodeGen tools or AI-enabled apps;Blogs or podcasts | Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies | Technical documentation (is generated for/by the tool or system);Videos (not associated with specific online course or certification) | 8 | Developer, full-stack | 10,000 or more 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 | Costs are manageable
NA | Prohibitive pricing
NA | Banking/Financial Services | Control over the level of quality in projects
NA | No | I have transitioned into a new career and/or industry voluntarily | 9 | 4 | Malaysia | MYR Malaysian ringgit | 84,000 | Yes | C++;Groovy;HTML/CSS;Java;JavaScript;PowerShell;Python;SQL;TypeScript;VBA | Go;HTML/CSS;Java;JavaScript;Python;Rust;SQL;TypeScript | HTML/CSS;Java;JavaScript;Python;SQL;TypeScript | NA
NA | Yes | Elasticsearch;H2;Microsoft SQL Server;MongoDB;MySQL;Oracle;PostgreSQL;Supabase | Elasticsearch;H2;InfluxDB;MariaDB;MongoDB;MySQL;PostgreSQL;Supabase | Elasticsearch;H2;MongoDB;MySQL;PostgreSQL;Supabase | NA
NA | Yes | Amazon Web Services (AWS);Cloudflare;Docker;Firebase;Google Cloud;Heroku;Kubernetes;npm;NuGet;Vercel;Vite;Webpack | Amazon Web Services (AWS);Docker;Google Cloud;Kubernetes;npm;Vercel | Amazon Web Services (AWS);Docker;Google Cloud;Kubernetes;npm;Vercel | NA
NA | Yes | AngularJS;Express;Next.js;Node.js;React;Spring Boot | AngularJS;Express;Node.js;Spring Boot | AngularJS;Express;Node.js;Spring Boot | NA
NA | Yes | Android Studio;Cursor;IntelliJ IDEA;Jupyter Notebook/JupyterLab;Notepad++;Sublime Text;Visual Studio Code;Xcode | Android Studio;Cursor;IntelliJ IDEA;Jupyter Notebook/JupyterLab;Notepad++;Visual Studio Code;Xcode | Android Studio;Cursor;IntelliJ IDEA;Jupyter Notebook/JupyterLab;Notepad++;Visual Studio Code;Xcode | NA
NA | Amazon Bedrock | Tailwind CSS 4;Amazon Bedrock | Amazon Bedrock | null | null | Windows;MacOS;Ubuntu;Android;Windows Subsystem for Linux (WSL);iOS;Linux (non-WSL) | Windows;MacOS;Android | Azure Devops;GitHub;Google Workspace;Jira;Markdown File;Notion;Obsidian | GitHub;GitLab;Jira;Markdown File;Obsidian | GitHub;Jira;Markdown File;Obsidian | NA
NA | Stack Overflow;Stack Exchange;Reddit;Dev.to;Hacker News;GitHub (public projects, not private repos);YouTube;Substack;Medium | Stack Overflow;Stack Exchange;YouTube;Substack;Medium | Stack Overflow;Stack Exchange;YouTube;Substack;Medium | NA
NA | Yes | Anthropic: Claude Sonnet;Gemini (Flash general purpose models);openAI GPT (chatbot models) | Anthropic: Claude Sonnet;Gemini (Flash general purpose models);openAI GPT (chatbot models) | Anthropic: Claude Sonnet;Gemini (Flash general purpose models);openAI GPT (chatbot models) | NA
NA | Yes | Daily or almost daily | Between 3 and 5 years | I have never participated in Q&A on Stack Overflow | Long-form articles;Coding challenges;Chat (bot/AI) | Directly open a Q&A post via search, documentation or a peer
NA | No, not really | About half of the time | Yes, I use AI tools daily | Favorable | Somewhat trust | Good, but not great at handling complex tasks | Learning about a codebase;Writing code | Project planning;Testing code | Committing and reviewing code;Deployment and monitoring;Predictive analytics;Search for answers | Documenting code;Generating content or synthetic data;Creating or maintaining documentation | Debugging or fixing code;Learning new concepts or technologies | It’s hard to understand how or why the code works | No, i used in AI whenever I need not all the time | No, but I plan to | Yes, to a great extent | null | null | null | null | null | null | null | null | null | Integrating AI agents with my existing tools and workflows can be difficult.;The cost of using certain AI agent platforms is a barrier.;I have concerns about the security and privacy of data when using AI agents.;My company's IT and/or InfoSec teams have strict rules that do not allow me to use AI agent tools or platforms | I am concerned about the accuracy of the information provided by AI agents.;It takes significant time and effort to learn how to use AI agents effectively. | null | null | null | null | null | null | null | null | null | Other (please specify): | The one that can integrate AI in their own job and make much more benefit of it. | 19,793 | 7 |
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