Unnamed: 0 int64 0 49.2k | responseid int64 1 49.2k | are_you_someone_who_writes_code_please_select_one_of_the_following_options_that_best_describes_you_today stringclasses 6
values | what_is_your_age stringclasses 7
values | which_of_the_following_best_describes_the_highest_level_of_formal_education_that_youve_completed stringclasses 8
values | which_of_the_following_best_describes_your_current_employment_status stringclasses 6
values | which_of_the_following_additional_activities_are_you_currently_engaged_in stringclasses 171
values | how_many_years_of_professional_work_experience_do_you_have_please_round_to_the_nearest_whole_number_excluding_any_decima float64 1 100 ⌀ | did_you_begin_learning_to_code_or_learn_a_new_coding_skill_programming_language_in_the_last_year stringclasses 3
values | how_did_you_learn_to_code_in_the_past_year_select_all_that_apply stringlengths 15 513 ⌀ | did_you_spend_time_in_the_last_year_learning_ai_programming_or_ai_enabled_tooling_on_your_own_or_at_work stringclasses 5
values | how_did_you_learn_to_code_for_ai_in_the_past_year_select_all_that_apply stringlengths 15 513 ⌀ | including_any_education_how_many_years_have_you_been_coding_in_total_please_round_to_the_nearest_whole_number_excluding float64 1 100 ⌀ | which_of_the_following_describes_your_current_job_or_the_job_you_had_for_the_most_time_in_the_past_year stringclasses 32
values | approximately_how_many_people_are_employed_by_your_employer_this_should_only_include_your_primary_company_and_if_there_w stringclasses 9
values | are_you_an_individual_contributor_or_people_manager stringclasses 2
values | which_best_describes_your_current_work_situation stringclasses 5
values | have_you_influenced_or_endorsed_a_new_technology_purchase_at_your_organization_or_sole_proprietor_job_in_the_past_year stringclasses 5
values | when_youre_in_a_position_to_influence_or_endorse_a_technology_whether_at_work_for_school_or_for_a_personal_project_youre stringclasses 3
values | what_attracts_you_to_a_technology_or_causes_you_to_endorse_it_most_to_least_important_options_ai_integration_or_ai_agent stringlengths 5 529 ⌀ | what_would_turn_you_off_or_cause_you_to_reject_it_most_to_least_important_options_lack_of_ai_or_ai_agents_poor_usability stringlengths 1 372 ⌀ | what_industry_do_you_work_for_in stringclasses 15
values | rank_the_following_attributes_of_your_current_professional_job_in_technology_according_to_those_that_contribute_your_job stringclasses 617
values | do_you_believe_ai_is_a_threat_to_your_current_job stringclasses 3
values | have_you_considered_a_career_change_or_transitioned_into_a_new_role_in_the_past_year stringclasses 5
values | for_your_primary_work_role_student_developer_or_technologist_over_the_past_year_excluding_general_operating_systems_like float64 0 10k ⌀ | for_your_side_projects_or_other_personal_work_over_the_past_year_focus_on_the_project_you_spent_the_most_time_on_if_appl float64 0 1k ⌀ | where_do_you_live stringclasses 177
values | which_currency_do_you_use_day_to_day_if_your_answer_is_complicated_please_pick_the_one_you_re_most_comfortable_estimatin stringclasses 142
values | what_is_your_current_total_annual_compensation_salary_bonuses_and_perks_before_taxes_and_deductions_in_terms_of_your_day float64 0 555,555,555,555,555,700,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000B ⌀ | did_you_work_with_programming_scripting_and_markup_languages_in_the_last_year_or_do_you_plan_to_in_the_year_to_come_here stringclasses 2
values | languagehaveworkedwith stringlengths 1 285 ⌀ | languagewanttoworkwith stringlengths 1 285 ⌀ | languageadmired stringlengths 1 285 ⌀ | was_the_programming_language_you_use_not_listed_above_list_below_separated_by_a_comma_and_a_space_for_each_the_programmi stringlengths 3 2.33k | did_you_work_with_database_environments_in_the_last_year_or_do_you_plan_to_in_the_year_to_come_here_we_are_referring_to stringclasses 2
values | databasehaveworkedwith stringlengths 2 317 ⌀ | databasewanttoworkwith stringlengths 2 317 ⌀ | databaseadmired stringlengths 2 317 ⌀ | which_database_environments_have_you_done_extensive_development_work_in_over_the_past_year_and_which_do_you_want_to_work stringlengths 3 502 | did_you_work_with_cloud_platforms_containerization_orchestration_tools_package_managers_build_tools_or_infrastructure_as stringclasses 2
values | platformhaveworkedwith stringlengths 3 368 ⌀ | platformwanttoworkwith stringlengths 3 368 ⌀ | platformadmired stringlengths 3 368 ⌀ | which_cloud_platforms_containerization_orchestration_tools_package_managers_build_tools_and_infrastructure_as_code_solut stringlengths 3 360 | did_you_work_with_web_frameworks_and_web_technologies_in_the_last_year_or_do_you_plan_to_in_the_year_to_come_here_we_are stringclasses 2
values | webframehaveworkedwith stringlengths 4 223 ⌀ | webframewanttoworkwith stringlengths 4 223 ⌀ | webframeadmired stringlengths 4 223 ⌀ | which_web_frameworks_and_web_technologies_have_you_done_extensive_development_work_in_over_the_past_year_and_which_do_yo stringlengths 3 924 | did_you_work_with_development_environments_or_ai_enabled_code_editing_tools_in_the_last_year_or_do_you_plan_to_in_the_ye stringclasses 2
values | devenvshaveworkedwith stringlengths 3 270 ⌀ | devenvswanttoworkwith stringlengths 3 270 ⌀ | devenvsadmired stringlengths 3 270 ⌀ | was_the_developer_environment_or_ai_enabled_code_editing_tool_you_use_not_listed_above_list_below_separated_by_a_comma_a stringlengths 3 810 | sotagshaveworkedwith stringlengths 2 218 ⌀ | sotagswanttoworkwith stringlengths 2 218 ⌀ | sotagsadmired stringlengths 2 218 ⌀ | which_rising_technology_of_the_added_as_new_tag_or_tag_subject_area_on_stack_overflow_in_the_last_three_years_have_you_u stringclasses 347
values | was_the_new_tag_on_stack_overflow_i_e_added_in_the_last_2_3_years_you_want_to_use_not_listed_above_list_below_separated stringclasses 323
values | opsyspersonal_use stringlengths 3 139 ⌀ | opsysprofessional_use stringlengths 3 139 ⌀ | officestackasynchaveworkedwith stringlengths 4 262 ⌀ | officestackasyncwanttoworkwith stringlengths 4 262 ⌀ | officestackasyncadmired stringlengths 4 262 ⌀ | was_the_collaborative_work_management_and_or_code_documentation_tools_you_use_not_listed_above_list_below_separated_by_a stringlengths 3 1.5k | commplatformhaveworkedwith stringlengths 1 232 ⌀ | commplatformwanttoworkwith stringlengths 1 232 ⌀ | commplatformadmired stringlengths 1 232 ⌀ | which_community_platforms_have_you_utilized_considerably_or_consistently_in_the_past_year_and_which_would_you_like_to_us stringclasses 844
values | did_you_utilize_or_integrate_specific_large_language_models_llms_to_power_your_development_tools_or_applications_in_the stringclasses 2
values | aimodelshaveworkedwith stringlengths 13 446 ⌀ | aimodelswanttoworkwith stringlengths 13 446 ⌀ | aimodelsadmired stringlengths 13 446 ⌀ | which_llm_models_for_ai_tools_have_you_used_for_development_work_in_the_past_year_and_which_would_you_like_to_use_next_y stringclasses 572
values | do_you_have_a_stack_overflow_account stringclasses 3
values | how_frequently_would_you_say_you_visit_stack_overflow stringclasses 7
values | how_long_have_you_used_stack_overflow stringclasses 7
values | how_frequently_would_you_say_you_participate_in_q_a_on_stack_overflow_by_participate_we_mean_ask_answer_and_vote_or_comm stringclasses 8
values | whether_it_be_to_solve_a_problem_for_career_growth_or_connecting_with_a_community_of_developers_is_there_an_alternative stringlengths 6 274 ⌀ | when_visiting_stack_overflow_which_following_activities_are_you_most_interested_in_please_rank_the_following_so_the_firs stringclasses 801
values | do_you_consider_yourself_a_member_of_the_stack_overflow_community stringclasses 6
values | when_you_visit_stack_overflow_how_often_is_it_a_result_of_encountering_issues_from_ai_or_ai_enabled_tools_that_require_e stringclasses 5
values | do_you_currently_use_ai_tools_in_your_development_process stringclasses 5
values | how_favorable_is_your_stance_on_using_ai_tools_as_part_of_your_development_workflow stringclasses 6
values | how_much_do_you_trust_the_accuracy_of_the_output_from_ai_tools_as_part_of_your_development_workflow stringclasses 5
values | how_well_do_the_ai_tools_you_use_in_your_development_workflow_handle_complex_tasks stringclasses 6
values | aitoolcurrently_partially_ai stringlengths 12 337 ⌀ | aitooldon_t_plan_to_use_ai_for_this_task stringlengths 12 337 ⌀ | aitoolplan_to_partially_use_ai stringlengths 12 337 ⌀ | aitoolplan_to_mostly_use_ai stringlengths 12 337 ⌀ | aitoolcurrently_mostly_ai stringlengths 12 337 ⌀ | when_using_ai_tools_which_of_the_following_problems_or_frustrations_have_you_encountered_select_all_that_apply stringclasses 100
values | in_your_own_words_is_vibe_coding_part_of_your_professional_development_work_for_this_question_we_define_vibe_coding_acco stringlengths 1 2.18k ⌀ | are_you_using_ai_agents_in_your_work_development_or_otherwise_ai_agents_refer_to_autonomous_software_entities_that_can_o stringclasses 6
values | have_ai_tools_or_ai_agents_changed_how_you_complete_development_work_in_the_past_year stringclasses 5
values | what_industry_purposes_or_specific_tasks_are_you_using_ai_agents_in_your_development_work_select_all_that_apply_from_bot stringclasses 397
values | agentusesgeneral stringclasses 152
values | aiagentimpactsomewhat_agree stringclasses 222
values | aiagentimpactneutral stringclasses 232
values | aiagentimpactsomewhat_disagree stringclasses 161
values | aiagentimpactstrongly_agree stringclasses 200
values | aiagentimpactstrongly_disagree stringclasses 159
values | aiagentchallengesneutral stringclasses 126
values | aiagentchallengessomewhat_disagree stringclasses 89
values | aiagentchallengesstrongly_agree stringclasses 123
values | aiagentchallengessomewhat_agree stringclasses 124
values | aiagentchallengesstrongly_disagree stringclasses 83
values | you_indicated_you_use_or_develop_ai_agents_as_part_of_your_development_work_have_you_used_any_of_the_following_tools_for stringclasses 528
values | was_the_tool_or_tools_for_ai_agent_orchestration_or_agent_frameworks_you_used_in_the_past_year_not_listed_above_please_w stringclasses 561
values | you_indicated_you_use_or_develop_ai_agents_as_part_of_your_development_work_have_you_used_any_of_the_following_tools_for__aiagentorchestration stringclasses 620
values | was_the_tool_or_tools_for_ai_agent_orchestration_or_agent_frameworks_you_used_in_the_past_year_not_listed_above_please_w__aiagentorchwrite stringclasses 332
values | you_indicated_you_use_or_develop_ai_agents_as_part_of_your_development_work_have_you_used_any_of_the_following_tools_for__aiagentobservesecure stringclasses 314
values | was_the_tool_or_tools_for_ai_agent_observability_monitoring_or_security_you_used_in_the_past_year_not_listed_above_pleas stringclasses 195
values | you_indicated_you_use_or_develop_ai_agents_as_part_of_your_development_work_have_you_used_any_of_the_following_out_of_th stringlengths 4 263 ⌀ | was_the_out_of_the_box_agents_copilots_or_assistants_you_used_in_the_past_year_not_listed_above_please_write_them_below stringclasses 421
values | in_the_future_if_ai_can_do_most_coding_tasks_in_which_situations_would_you_still_want_to_ask_another_person_for_help_sel stringclasses 574
values | looking_ahead_35_years_what_skills_do_you_believe_will_remain_valuable_for_developers_even_as_ai_tools_become_more_capab stringlengths 1 175k ⌀ | convertedcompyearly float64 1 50M ⌀ | how_satisfied_are_you_in_your_current_professional_developer_role float64 0 10 ⌀ |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
32,700 | 32,701 | I am a developer by profession | 25-34 years old | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Employed | Caring for dependents (children, elderly, etc.);Volunteering (regularly);Engaged in paid work (20-29 hours per week) | 8 | No, I am not new to coding and did not learn new coding techniques or programming languages | null | No, I learned something that was not related to AI or AI enablement as required for my job or to benefit my career | null | 10 | Developer, front-end | 500 to 999 employees | Individual contributor | Remote | Yes, I influenced the purchase of a tool that more than five colleagues use but it is not a substantial addition to the tech stack | Work | Reputation for quality
NA | Ethical concerns
NA | Software Development | Expert mentors
NA | I'm not sure | I have neither consider or transitioned into a new career or industry | 4 | 4 | Philippines | PHP Philippine peso | 3,000,000 | Yes | JavaScript;TypeScript | JavaScript;TypeScript | JavaScript;TypeScript | NA
NA | Yes | Cloud Firestore;Microsoft SQL Server;MongoDB;PostgreSQL;SQLite | null | null | NA
NA | Yes | APT;Chocolatey;Cloudflare;Composer;Docker;Firebase;Heroku;Homebrew;Microsoft Azure;Netlify;npm;Pip;Vercel;Vite;Webpack;Yarn | null | null | NA
NA | Yes | Angular;AngularJS;Django;Express;Flask;jQuery;Laravel;Next.js;Node.js;React | null | null | NA
NA | Yes | Nano;Notepad++;Sublime Text;Vim;Visual Studio Code;WebStorm | null | null | NA
NA | null | null | null | null | null | MacOS | MacOS | Airtable;Azure Devops;Confluence;GitHub;GitLab;Jira;Markdown File;Miro;Trello | null | null | NA
NA | Stack Overflow;Discord;Reddit;Dev.to;Hacker News;GitHub (public projects, not private repos) | Stack Overflow | Stack Overflow | NA
NA | Yes | Alibaba Cloud Qwen models;openAI GPT (chatbot models) | null | null | NA
NA | Yes | Multiple times per day | Between 5 and 10 years | I have never participated in Q&A on Stack Overflow | Chat (people);Lists of recommendations (tools, frameworks, technologies, etc.);Chat (bot/AI) | Ask a question
NA | Neutral | More than half the time | Yes, I use AI tools weekly | Indifferent | Neither trust nor distrust | Good, but not great at handling complex tasks | Learning about a codebase;Project planning;Writing code;Documenting code;Debugging or fixing code;Testing code;Committing and reviewing code;Deployment and monitoring;Predictive analytics;Search for answers;Generating content or synthetic data;Creating or maintaining documentation;Learning new concepts or technologies | null | null | null | null | Debugging AI-generated code is more time-consuming;I don’t use AI tools regularly;I’ve become less confident in my own problem-solving | Probably? I don't use it too much | Yes, I use AI agents at work monthly or infrequently | Yes, to a great extent | Software engineering;Decision intelligence;Data and analytics;Cybersecurity | null | null | AI agents have improved the quality of my code. | AI agents have improved collaboration within my team. | AI agents have increased my productivity.;AI agents have helped me automate repetitive tasks.;AI agents have accelerated my learning about new technologies or codebases.;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.;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 se... | null | null | null | null | null | null | null | null | null | null | ChatGPT | 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 h... | thinking skills | 52,676 | null |
32,701 | 32,702 | I am a developer by profession | 35-44 years old | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Employed | None of the above | 17 | No, I am not new to coding and did not learn new coding techniques or programming languages | null | Yes, I learned how to use AI-enabled tools required for my job or to benefit my career | Technical documentation (is generated for/by the tool or system);Videos (not associated with specific online course or certification);Other online resources (e.g. standard search, forum, online community);Blogs or podcasts;Stack Overflow or Stack Exchange | 20 | Architect, software or solutions | 100 to 499 employees | Individual contributor | Remote | Yes, I influenced the purchase of a substantial addition to the tech stack | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
32,702 | 32,703 | I used to be a developer by profession, but no longer am | 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) | null | Yes, I am not new to coding but am learning new coding techniques or programming language | Online Courses or Certification (includes all media types);Books / Physical media;Videos (not associated with specific online course or certification);Stack Overflow or Stack Exchange | No, I didn't spend time learning in the past year | null | 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 |
32,703 | 32,704 | I am a developer by profession | 25-34 years old | Primary/elementary school | Independent contractor, freelancer, or self-employed | Engaged in paid work (20-29 hours per week) | 6 | Yes, I am not new to coding but am learning new coding techniques or programming language | Other online resources (e.g. standard search, forum, online community);Videos (not associated with specific online course or certification);Technical documentation (is generated for/by the tool or system);AI CodeGen tools or AI-enabled apps | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
32,704 | 32,705 | I am a developer by profession | 35-44 years old | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Employed | Volunteering (regularly) | 18 | 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);AI CodeGen tools or AI-enabled apps;Games or coding challenges | Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies | 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) | 26 | DevOps engineer or professional | 20 to 99 employees | People manager | Your choice (very flexible, you can come in when you want or just as needed) | No | Work | Reputation for quality
NA | Ethical concerns
NA | Government | null | null | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
32,705 | 32,706 | 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.) | 13 | 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) | No, I didn't spend time learning in the past year | null | 23 | Architect, software or solutions | Less than 20 employees | Individual contributor | Hybrid (some remote, leans heavy to in-person) | Yes, I influenced the purchase of a substantial addition to the tech stack | Work | Reputation for quality
NA | Availability of better alternatives
NA | Software Development | null | No | I have neither consider or transitioned into a new career or industry | null | null | Serbia | EUR European Euro | 96,000 | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | No, and I don't plan to | Very unfavorable | Highly distrust | Very poor at handling complex tasks | null | Learning about a codebase;Project planning;Writing code;Documenting code;Debugging or fixing code;Testing code;Committing and reviewing code;Deployment and monitoring;Predictive analytics;Search for answers;Generating content or synthetic data;Creating or maintaining documentation;Learning new concepts or technologies;... | null | null | null | AI solutions that are almost right, but not quite;Debugging AI-generated code is more time-consuming;I don’t use AI tools regularly;It’s hard to understand how or why the code works | recipe for disaster | No, and I don't plan to | Not at all or minimally | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 111,374 | 8 |
32,706 | 32,707 | I am a developer by profession | 35-44 years old | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Employed | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
32,707 | 32,708 | I am a developer by profession | 45-54 years old | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Employed | Volunteering (regularly) | 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);Technical documentation (is generated for/by the tool or system);AI CodeGen tools or AI-enabled apps | No, I didn't spend time learning in the past year | null | 25 | Developer, embedded applications or devices | Less than 20 employees | Individual contributor | Hybrid (some remote, leans heavy to 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 |
32,708 | 32,709 | I am a developer by profession | 35-44 years old | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Employed | None of the above | 9 | Yes, I am not new to coding but am learning new coding techniques or programming language | Colleague or on-the-job training | Yes, I learned how to use AI-enabled tools required for my job or to benefit my career | Colleague or on-the-job training | 13 | Other (please specify): | 20 to 99 employees | Individual contributor | Remote | No | Work | Robust and complete API
NA | Outdated or obsolete technology or features
NA | Software Development | Competitive pay and benefits
NA | No | I have neither consider or transitioned into a new career or industry | null | null | United States of America | USD United States dollar | 185,000 | Yes | C#;HTML/CSS;JavaScript;TypeScript | HTML/CSS;JavaScript;TypeScript | HTML/CSS;JavaScript;TypeScript | NA
NA | Yes | Microsoft SQL Server;PostgreSQL | null | null | NA
NA | Yes | Amazon Web Services (AWS);Docker;Google Cloud;Heroku;Homebrew;npm;Vite | Vite | Vite | NA
NA | Yes | React | React | React | NA
NA | No | null | null | null | NA
NA | null | null | null | null | null | Windows;Pop!_OS | Windows;MacOS;Windows Subsystem for Linux (WSL) | Azure Devops;Confluence;GitHub;Miro;Notion;YouTrack | GitHub;Miro | GitHub;Miro | NA
NA | Stack Overflow;Stack Exchange;Reddit;GitHub (public projects, not private repos) | Stack Overflow;Stack Exchange;GitHub (public projects, not private repos) | Stack Overflow;Stack Exchange;GitHub (public projects, not private repos) | NA
NA | No | null | null | null | NA
NA | Yes | Daily or almost daily | Between 10 and 15 years | Infrequently, less than once per year | null | Ask a question
NA | Yes, somewhat | I don't use AI or AI-enabled tools | No, and I don't plan to | Very unfavorable | Highly distrust | Very poor at handling complex tasks | null | Learning about a codebase;Project planning;Writing code;Documenting code;Debugging or fixing code;Testing code;Committing and reviewing code;Deployment and monitoring;Predictive analytics;Search for answers;Generating content or synthetic data;Creating or maintaining documentation;Learning new concepts or technologies | null | null | null | AI solutions that are almost right, but not quite;Debugging AI-generated code is more time-consuming;I don’t use AI tools regularly;Other (write in):;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 | Integrating AI agents with my existing tools and workflows can be difficult. | null | I am concerned about the accuracy of the information provided by AI agents.;The cost of using certain AI agent platforms is a barrier. | It takes significant time and effort to learn how to use AI agents effectively.;I have concerns about the security and privacy of data when using AI agents. | null | null | null | null | null | null | null | null | null | null | Communication and collaboration with humans | 185,000 | 8 |
32,709 | 32,710 | I am not primarily a developer, but I write code sometimes as part of my work/studies | 25-34 years old | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Not employed | None of the above | null | Yes, I am not new to coding but am learning new coding techniques or programming language | Online Courses or Certification (includes all media types);Other online resources (e.g. standard search, forum, online community);Books / Physical media;Videos (not associated with specific online course or certification);Stack Overflow or Stack Exchange;Technical documentation (is generated for/by the tool or system);... | Yes, I learned how to use AI-enabled tools required for my job or to benefit my career | AI CodeGen tools or AI-enabled apps;Online Courses or Certification (includes all media types) | 5 | Developer, full-stack | null | null | null | null | Personal Project | Easy-to-use API
NA | Outdated or obsolete technology or features
NA | null | null | No | I have neither consider or transitioned into a new career or industry | 4 | 4 | India | INR Indian rupee | null | null | C++;HTML/CSS;JavaScript;SQL;TypeScript | Go;HTML/CSS;JavaScript;Python;SQL;TypeScript | HTML/CSS;JavaScript;SQL;TypeScript | NA
NA | Yes | Microsoft SQL Server;MongoDB;MySQL;PostgreSQL;SQLite;Supabase | Microsoft SQL Server;MongoDB;MySQL;Neo4J;PostgreSQL;SQLite;Supabase | Microsoft SQL Server;MongoDB;MySQL;PostgreSQL;SQLite;Supabase | NA
NA | Yes | Amazon Web Services (AWS);Docker;Firebase;Kubernetes;npm;Supabase;Vite | Amazon Web Services (AWS);Docker;Firebase;Kubernetes;npm;Supabase;Vite | Amazon Web Services (AWS);Docker;Firebase;Kubernetes;npm;Supabase;Vite | NA
NA | Yes | Express;Node.js;React | Express;Next.js;Node.js;React | Express;Node.js;React | NA
NA | null | Visual Studio Code | Claude Code;IntelliJ IDEA;Visual Studio Code | Visual Studio Code | NA
NA | null | null | null | null | null | Windows;Ubuntu | Windows;Ubuntu;Windows Subsystem for Linux (WSL) | GitHub | Airtable;Asana;GitHub;GitLab | GitHub | NA
NA | Discord;Reddit | Stack Overflow;Stack Exchange;Discord;Reddit | Discord;Reddit | NA
NA | Yes | null | null | null | NA
NA | No | Less than once every 2 - 3 months | Less than one year | I have never participated in Q&A on Stack Overflow | Chat (people) | Ask a question
NA | Yes, somewhat | About half of the time | Yes, I use AI tools monthly or infrequently | Very favorable | Neither trust nor distrust | Good, but not great at handling complex tasks | Writing code;Debugging or fixing code;Testing code;Committing and reviewing code;Deployment and monitoring;Creating or maintaining documentation | Other (write in): | Project planning;Predictive analytics | Learning about a codebase;Learning new concepts or technologies | Documenting code;Search for answers;Generating content or synthetic data | AI solutions that are almost right, but not quite;Debugging AI-generated code is more time-consuming;It’s hard to understand how or why the code works | null | No, but I plan to | Yes, somewhat | null | null | null | null | null | null | null | I am concerned about the accuracy of the information provided by AI agents.;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 se... | null | null | null | null | null | null | null | null | null | null | null | null | When I don’t trust AI’s answers;When I have ethical or security concerns about code;When I’m stuck and can’t explain the problem;When I need help fixing complex or unfamiliar code | Problem solving
And creativity | null | null |
32,710 | 32,711 | I am a developer by profession | 35-44 years old | Master’s degree (M.A., M.S., M.Eng., MBA, etc.) | Employed | Attending school (part-time) | 10 | Yes, I am not new to coding but am learning new coding techniques or programming language | Other online resources (e.g. standard search, forum, online community);Videos (not associated with specific online course or certification);Technical documentation (is generated for/by the tool or system);Coding Bootcamp;School (i.e., University, College, etc) | Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies | Technical documentation (is generated for/by the tool or system);Videos (not associated with specific online course or certification);Other online resources (e.g. standard search, forum, online community);Stack Overflow or Stack Exchange;Books / Physical media;School (i.e., University, College, etc) | 15 | Developer, full-stack | 5,000 to 9,999 employees | Individual contributor | Hybrid (some in-person, leans heavy to flexibility) | Yes, I endorsed a tool that was ultimately not purchased or used at my organization | Work | Easy-to-use API
NA | Outdated or obsolete technology or features
NA | Software Development | Autonomy and trust to manage your own tasks
NA | I'm not sure | I have neither consider or transitioned into a new career or industry | 10 | 15 | Uruguay | UYU Uruguayan peso | 1,500,000 | Yes | Java;JavaScript;PowerShell;Python;SQL | Java;PowerShell;Python;SQL;TypeScript | Java;PowerShell;Python;SQL | ABAP
NA | Yes | MongoDB;PostgreSQL;Redis | MongoDB;PostgreSQL;SQLite | MongoDB;PostgreSQL | NA
NA | Yes | Amazon Web Services (AWS);APT;Chocolatey;Cloudflare;Digital Ocean;Docker;Heroku;Maven (build tool);npm;Pip;Podman;Poetry;Prometheus;Vite | Ansible;Chocolatey;Cloudflare;Docker;Kubernetes;Maven (build tool);npm;Pip;Podman;Poetry;Terraform;Vite | Chocolatey;Cloudflare;Docker;Maven (build tool);npm;Pip;Podman;Poetry;Vite | NA
NA | Yes | Angular;Django;FastAPI;Node.js;React | Angular;FastAPI;Node.js | Angular;FastAPI;Node.js | NA
NA | Yes | Eclipse;Jupyter Notebook/JupyterLab;Visual Studio Code | Jupyter Notebook/JupyterLab;Visual Studio Code | Jupyter Notebook/JupyterLab;Visual Studio Code | NA
NA | Pydantic;RAG;Ollama;LangGraph;Ultralytics | Tailwind CSS 4;Polars;Odoo;Ollama;LangGraph;uv;Ultralytics | Ollama;LangGraph;Ultralytics | null | null | Windows;Windows Subsystem for Linux (WSL) | Windows;Windows Subsystem for Linux (WSL) | Confluence;GitHub;GitLab;Google Colab;Jira;Miro;Notion;Obsidian;Trello | Confluence;GitHub;GitLab;Google Colab;Jira | Confluence;GitHub;GitLab;Google Colab;Jira | NA
NA | Stack Overflow;Stack Exchange;Reddit;GitHub (public projects, not private repos);Slack (public channels, not work);Kaggle;YouTube;Substack;Medium | Stack Overflow;Stack Exchange;Reddit;GitHub (public projects, not private repos);Kaggle;YouTube;Substack;Medium | Stack Overflow;Stack Exchange;Reddit;GitHub (public projects, not private repos);Kaggle;YouTube;Substack;Medium | NA
NA | Yes | Alibaba Cloud Qwen models;Anthropic: Claude Sonnet;DeepSeek (R- Reasoning models);DeepSeek (V- General purpose models);Gemini (Flash general purpose models);Mistral AI models;openAI GPT (chatbot models);openAI Reasoning models;Perplexity Sonar models;X Grok models | Alibaba Cloud Qwen models;Anthropic: Claude Sonnet;DeepSeek (R- Reasoning models);DeepSeek (V- General purpose models);Gemini (Flash general purpose models);Meta Llama (all models);Mistral AI models;openAI GPT (chatbot models);openAI Reasoning models;Perplexity Sonar models;X Grok models | Alibaba Cloud Qwen models;Anthropic: Claude Sonnet;DeepSeek (R- Reasoning models);DeepSeek (V- General purpose models);Gemini (Flash general purpose models);Mistral AI models;openAI GPT (chatbot models);openAI Reasoning models;Perplexity Sonar models;X Grok models | NA
NA | Yes | A few times per week | Between 10 and 15 years | Less than once every 2 - 3 months | Chat (people);Lists of recommendations (tools, frameworks, technologies, etc.) | Ask a question
NA | Yes, somewhat | More than half the time | Yes, I use AI tools daily | Very favorable | Neither trust nor distrust | Bad at handling complex tasks | Learning about a codebase;Predictive analytics;Creating or maintaining documentation | Committing and reviewing code;Learning new concepts or technologies | Writing code;Debugging or fixing code | Project planning;Testing code;Search for answers;Generating content or synthetic data | Documenting code;Deployment and monitoring | Debugging AI-generated code is more time-consuming;I’ve become less confident in my own problem-solving | NO | Yes, I use AI agents at work monthly or infrequently | Yes, somewhat | Software engineering | Vector databases for AI applications | 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.;AI agents have improved collaboration within my team. | AI agents have accelerated my learning about new technologies or codebases.;AI agents have helped me solve complex problems more effectively. | 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. | 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 | Pinecone | null | Ollama;LangChain;LangGraph | null | null | null | ChatGPT;Claude Code;GitHub Copilot;Google Gemini;Perplexity | null | When I want to fully understand something;When I want to learn best practices;When I want to compare different solutions;When I have ethical or security concerns about code;When I’m stuck and can’t explain the problem;When I need help fixing complex or unfamiliar code;When I need quick help troubleshooting | Don't know... | 37,004 | 2 |
32,711 | 32,712 | 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) | 11 | Yes, I am not new to coding but am learning new coding techniques or programming language | Technical documentation (is generated for/by the tool or system);Blogs or podcasts | 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) | 16 | DevOps engineer or professional | 1,000 to 4,999 employees | Individual contributor | Hybrid (some remote, leans heavy to in-person) | Yes, I influenced the purchase of a substantial addition to the tech stack | Work | Connected to an open-source project
NA | Ethical concerns
NA | Transportation, or Supply Chain | Solving real-world problems
NA | No | I have transitioned into a new career and/or industry voluntarily | 5 | 3 | Spain | EUR European Euro | 75,000 | Yes | Dart;Go;Python;TypeScript | Go | Go | HCL
HCL | Yes | Dynamodb;MySQL;PostgreSQL;Redis;Amazon Redshift | DuckDB;Dynamodb;PostgreSQL;Redis | Dynamodb;PostgreSQL;Redis | NA
NA | Yes | Amazon Web Services (AWS);APT;Datadog;Docker;Gradle;npm;Pip;pnpm;Poetry;Prometheus;Terraform | Amazon Web Services (AWS);Datadog;Docker;Gradle;Kubernetes;pnpm;Prometheus | Amazon Web Services (AWS);Datadog;Docker;Gradle;pnpm;Prometheus | OpenTofu
OpenTofu | Yes | Django;FastAPI;Next.js;Node.js;React;WordPress | FastAPI;Node.js;React;Symfony | FastAPI;Node.js;React | NA
NA | Yes | Claude Code;Visual Studio Code;Zed | Bolt;Claude Code;Zed | Claude Code;Zed | NA
NA | Large Language Model;Amazon Bedrock;uv | Large Language Model;Amazon Bedrock;uv | Large Language Model;Amazon Bedrock;uv | OpenTofu | OpenTofu | Windows;Windows Subsystem for Linux (WSL) | MacOS;Debian | GitHub;GitLab;Jira;Miro;Notion | GitHub;GitLab;Jira;Notion | GitHub;GitLab;Jira;Notion | Excalidraw
Excalidraw | Stack Overflow;Stack Exchange;Discord;Reddit;Dev.to;Hacker News;GitHub (public projects, not private repos);X;YouTube;LinkedIn | Stack Overflow;Reddit;Dev.to;Hacker News;GitHub (public projects, not private repos);X;YouTube;LinkedIn | Stack Overflow;Reddit;Dev.to;Hacker News;GitHub (public projects, not private repos);X;YouTube;LinkedIn | NA
NA | Yes | Anthropic: Claude Sonnet;Gemini (Pro Reasoning models);openAI GPT (chatbot models);openAI Reasoning models | Anthropic: Claude Sonnet;openAI Reasoning models;X Grok models | Anthropic: Claude Sonnet;openAI Reasoning models | Zed Zeta
Zed Zeta | Yes | A few times per week | Between 5 and 10 years | Less than once every 2 - 3 months | Videos;Lists of recommendations (tools, frameworks, technologies, etc.);Chat (bot/AI) | Read and/or vote on comments for a Question or Answer I am interested in
NA | Yes, somewhat | More than half the time | Yes, I use AI tools daily | Very favorable | Somewhat trust | Bad at handling complex tasks | Writing code;Documenting code;Committing and reviewing code | null | Project planning;Generating content or synthetic data;Creating or maintaining documentation;Learning new concepts or technologies | Learning about a codebase;Deployment and monitoring;Predictive analytics | Debugging or fixing code;Testing code;Search for answers | AI solutions that are almost right, but not quite | Somewhat. At my job, it's encouraged that we use AI tools to generate code and accelerate our development. But we should supervise everything that the AI does and we take the final decisions. | 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 automate repetitive tasks.;AI agents have helped me solve complex problems more effectively.;AI agents have improved collaboration within my team. | AI agents have improved the quality of my code. | AI agents have reduced the time spent on specific development tasks. | 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. | I am concerned about the accuracy of the information provided by AI agents.;It takes significant time and effort to learn how to use AI agents effectively.;My company's IT and/or InfoSec teams have strict rules that do not allow me to use AI agent tools or platforms | null | GitHub MCP Server | null | null | null | null | Datadog | ChatGPT;Claude Code;GitHub Copilot;Google Gemini | 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 | Problem-solving, Computer Science | 87,011 | 8 |
32,712 | 32,713 | 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) | 3 | Yes, I am not new to coding but am learning new coding techniques or programming language | Online Courses or Certification (includes all media types);Other online resources (e.g. standard search, forum, online community);Books / Physical media;Videos (not associated with specific online course or certification);Stack Overflow or Stack Exchange;Technical documentation (is generated for/by the tool or system) | 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) | 7 | Developer, mobile | Less than 20 employees | Individual contributor | Remote | Yes, I endorsed a tool that was open-source and is currently used by more than just myself but no purchase was made | Work | Robust and complete API
NA | Outdated or obsolete technology or features
NA | Software Development | You like your manager
NA | No | I have strongly considered changing my career and/or the industry I work in | 8 | 8 | Egypt | USD United States dollar | 12,000 | Yes | Bash/Shell (all shells);Dart;Groovy;HTML/CSS;Java;Kotlin;PHP;PowerShell;Python;Ruby;Swift | C;C#;C++;Go;JavaScript;SQL;TypeScript | null | NA
NA | Yes | BigQuery;Cloud Firestore;Firebase Realtime Database;SQLite;Supabase | MongoDB;MySQL;Oracle;PostgreSQL | null | NA
NA | Yes | Amazon Web Services (AWS);Chocolatey;Cloudflare;Firebase;Google Cloud;Gradle;Make;npm;Pip;Vercel | Composer;Digital Ocean;Docker;Heroku;Vercel | Vercel | NA
NA | Yes | null | null | null | NA
NA | Yes | Android Studio;Claude Code;Cursor;Eclipse;IntelliJ IDEA;PhpStorm;PyCharm;Visual Studio Code;Xcode | Cursor;PhpStorm;Visual Studio Code;VSCodium;Xcode | Cursor;PhpStorm;Visual Studio Code;Xcode | NA
NA | hostinger;Google Gemini | hostinger | hostinger | null | null | Windows;MacOS;Android;iOS | Windows;MacOS;Android;iOS | Clickup;GitHub;Jira;Markdown File;Miro;Notion;Trello | GitHub;GitLab;Markdown File;Notion | GitHub;Markdown File;Notion | NA
NA | Stack Overflow;Reddit;GitHub (public projects, not private repos);YouTube;LinkedIn;Medium | Stack Overflow;Reddit;GitHub (public projects, not private repos);YouTube;LinkedIn;Medium | Stack Overflow;Reddit;GitHub (public projects, not private repos);YouTube;LinkedIn;Medium | NA
NA | Yes | Anthropic: Claude Sonnet;DeepSeek (R- Reasoning models);openAI GPT (chatbot models);X Grok models | Anthropic: Claude Sonnet;openAI GPT (chatbot models);X Grok models | Anthropic: Claude Sonnet;openAI GPT (chatbot models);X Grok models | NA
NA | Yes | Multiple times per day | Between 5 and 10 years | Daily or almost daily | Coding challenges;Lists of recommendations (tools, frameworks, technologies, etc.);Direct messaging of users;Day-in-the-life profiles/interviews with experts;Other (write in): | Browse content related to Q&A posts I recently viewed
NA | Yes, definitely | I don't use AI or AI-enabled tools | Yes, I use AI tools daily | Favorable | Neither trust nor distrust | Good, but not great at handling complex tasks | Debugging or fixing code;Testing code | Committing and reviewing code;Deployment and monitoring;Search for answers | Project planning;Writing code;Learning new concepts or technologies | Learning about a codebase | Documenting code;Predictive analytics;Generating content or synthetic data;Creating or maintaining documentation | AI solutions that are almost right, but not quite;Debugging AI-generated code is more time-consuming;I’ve become less confident in my own problem-solving;It’s hard to understand how or why the code works | no | No, I use AI exclusively in copilot/autocomplete mode | Yes, somewhat | Software engineering;IT operations | Multi-platform search enablement;Agent/multi-agent orchestration;Vector databases for AI applications;Integration with external agents and APIs;Personalized agent creation | AI agents have increased my productivity.;AI agents have accelerated my learning about new technologies or codebases. | AI agents have improved the quality of my code.;AI agents have reduced the time spent on specific development tasks.;AI agents have improved collaboration within my team. | null | AI agents have helped me automate repetitive tasks.;AI agents have helped me solve complex problems more 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. | 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 | 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’m stuck and can’t explain the problem | debugging, and trace code | 12,000 | 8 |
32,713 | 32,714 | I am a developer by profession | 25-34 years old | Master’s degree (M.A., M.S., M.Eng., MBA, etc.) | Employed | Caring for dependents (children, elderly, etc.) | 10 | Yes, I am not new to coding but am learning new coding techniques or programming language | Books / Physical media;AI CodeGen tools or AI-enabled apps;Blogs or podcasts | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
32,714 | 32,715 | I am a developer by profession | 55-64 years old | Master’s degree (M.A., M.S., M.Eng., MBA, etc.) | Employed | Caring for dependents (children, elderly, etc.) | 20 | Yes, I am not new to coding but am learning new coding techniques or programming language | null | 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 |
32,715 | 32,716 | 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.);Volunteering (regularly) | 15 | Yes, I am not new to coding but am learning new coding techniques or programming language | Online Courses or Certification (includes all media types);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 | Technical documentation (is generated for/by the tool or system);Online Courses or Certification (includes all media types);Stack Overflow or Stack Exchange | 18 | Data engineer | 10,000 or more employees | People manager | Remote | Yes, I endorsed a tool that was open-source and is currently used by more than just myself but no purchase was made | Personal Project | Reputation for quality
NA | null | Software Development | null | null | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 8 |
32,716 | 32,717 | I am a developer by profession | 25-34 years old | Master’s degree (M.A., M.S., M.Eng., MBA, etc.) | Employed | None of the above | 5 | Yes, I am not new to coding but am learning new coding techniques or programming language | 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 | 5 | Developer, full-stack | 20 to 99 employees | People manager | 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 |
32,717 | 32,718 | I work with developers or my work supports developers but am not a developer by profession | 18-24 years old | Some college/university study without earning a degree | Employed | Attending school (part-time) | 1 | Yes, I am new to coding or currently a student | Online Courses or Certification (includes all media types);Videos (not associated with specific online course or certification);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 | 3 | Other (please specify): | 20 to 99 employees | Individual contributor | Remote | Yes, I influenced the purchase of a substantial addition to the tech stack | Work | Easy-to-use API
NA | Security or privacy concerns
NA | Software Development | null | No | I have transitioned into a new career and/or industry voluntarily | 2 | 4 | Ukraine | UAH Ukrainian hryvnia | null | No | null | null | null | NA
NA | Yes | Databricks SQL;Microsoft Access;Microsoft SQL Server;MySQL | BigQuery;Cassandra;Cloud Firestore;Cosmos DB;Datomic;DuckDB;Dynamodb;Elasticsearch;Firebase Realtime Database;H2;IBM DB2;InfluxDB;MariaDB;MongoDB;Neo4J;Oracle;PostgreSQL;Redis;Snowflake;SQLite;Supabase;Clickhouse;Cockroachdb;Amazon Redshift;Pocketbase;Valkey | null | NA
NA | Yes | Docker;Google Cloud;Kubernetes | Amazon Web Services (AWS);Ansible;APT;Bun;Cargo;Chocolatey;Cloudflare;Composer;Datadog;Digital Ocean;Firebase;Gradle;Heroku;Homebrew;IBM Cloud;Make;Maven (build tool);Microsoft Azure;MSBuild | null | NA
NA | No | null | null | null | NA
NA | No | null | null | null | NA
NA | c++23;Odoo;Google Gemini | hostinger;Large Language Model | null | null | null | Windows;Android;iOS | Windows;iOS | GitHub;Jira;Miro;Notion;Trello | Jira;Miro;Notion;Trello | Jira;Miro;Notion;Trello | NA
NA | Discord;GitHub (public projects, not private repos);Kaggle;YouTube;LinkedIn | Discord;GitHub (public projects, not private repos);Slack (public channels, not work);Kaggle;YouTube;LinkedIn | Discord;GitHub (public projects, not private repos);Kaggle;YouTube;LinkedIn | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | Yes, I use AI tools daily | Very favorable | Somewhat trust | Good, but not great at handling complex tasks | Learning about a codebase;Project planning;Writing code;Debugging or fixing code;Deployment and monitoring;Predictive analytics;Search for answers;Generating content or synthetic data;Learning new concepts or technologies | Documenting code;Testing code;Committing and reviewing code;Creating or maintaining documentation | null | null | null | Debugging AI-generated code is more time-consuming;I’ve become less confident in my own problem-solving | null | Yes, I use AI agents at work daily | Not at all or minimally | Business process automation;Data and analytics;Marketing | null | AI agents have improved the quality of my code.;AI agents have accelerated my learning about new technologies or codebases.;AI agents have helped me solve complex problems more effectively. | AI agents have improved collaboration within my team. | null | AI agents have increased my productivity.;AI agents have helped me automate repetitive tasks.;AI agents have reduced the time spent on specific development tasks. | null | I am concerned about the accuracy of the information provided by AI agents.;Integrating AI agents with my existing tools and workflows can be difficult. | My company's IT and/or InfoSec teams have strict rules that do not allow me to use AI agent tools or platforms | null | 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 | Zapier | null | null | null | ChatGPT | null | When I want to fully understand something;When I want to learn best practices | null | null | null |
32,718 | 32,719 | 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 | 13 | No, I am not new to coding and did not learn new coding techniques or programming languages | null | Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies | AI CodeGen tools or AI-enabled apps;Other online resources (e.g. standard search, forum, online community);Colleague or on-the-job training;Blogs or podcasts;Games or coding challenges | 18 | Developer, full-stack | Less than 20 employees | Individual contributor | Your choice (very flexible, you can come in when you want or just as needed) | Yes, I endorsed a tool that was open-source and is currently used by more than just myself but no purchase was made | Work | Easy-to-use API
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 | 10 | null | Netherlands | EUR European Euro | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 10 |
32,719 | 32,720 | I am a developer by profession | 25-34 years old | Master’s degree (M.A., M.S., M.Eng., MBA, etc.) | Employed | 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 |
32,720 | 32,721 | 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.) | 18 | 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;Games or coding challenges | Yes, I learned how to use AI-enabled tools required for my job or to benefit my career | AI CodeGen tools or AI-enabled apps;Videos (not associated with specific online course or certification);Other online resources (e.g. standard search, forum, online community);Colleague or on-the-job training;Online Courses or Certification (includes all media types);Blogs or podcasts | 30 | Data engineer | 10,000 or more employees | Individual contributor | Hybrid (some remote, leans heavy to in-person) | No | Work | Costs are manageable
support | Security or privacy concerns
NA | Insurance | Competitive pay and benefits
NA | I'm not sure | I have neither consider or transitioned into a new career or industry | 20 | 3 | Greece | EUR European Euro | 60,000 | Yes | Bash/Shell (all shells);Python | null | null | NA
NA | Yes | Cosmos DB;Databricks SQL;Oracle;PostgreSQL;Snowflake | Cosmos DB;Databricks SQL;Oracle;PostgreSQL;Snowflake | Cosmos DB;Databricks SQL;Oracle;PostgreSQL;Snowflake | Azure Synapse
NA | Yes | Docker;Kubernetes;Microsoft Azure;Pip | Docker;Kubernetes;Microsoft Azure;Pip;Terraform | Docker;Kubernetes;Microsoft Azure;Pip | NA
NA | Yes | Django;FastAPI;Flask | Django;FastAPI;Flask | Django;FastAPI;Flask | NA
NA | Yes | IntelliJ IDEA;Notepad++;PyCharm;Vim;Visual Studio Code | IntelliJ IDEA;Notepad++;PyCharm;Vim;Visual Studio Code | IntelliJ IDEA;Notepad++;PyCharm;Vim;Visual Studio Code | NA
NA | Pydantic | Pydantic | Pydantic | null | null | Ubuntu;Android | Windows;Android | Confluence;GitHub;Jira;Trello | GitHub;Jira;Trello | GitHub;Jira;Trello | NA
NA | Stack Overflow;Discord;Reddit;Hacker News;GitHub (public projects, not private repos);Kaggle;YouTube;Twitch;LinkedIn;Substack | Stack Overflow;Discord;Reddit;Hacker News;GitHub (public projects, not private repos);Kaggle;YouTube;Twitch;LinkedIn;Substack | Stack Overflow;Discord;Reddit;Hacker News;GitHub (public projects, not private repos);Kaggle;YouTube;Twitch;LinkedIn;Substack | NA
NA | null | openAI GPT (chatbot models) | openAI GPT (chatbot models) | openAI GPT (chatbot models) | NA
NA | Yes | Less than once per month or monthly | Between 10 and 15 years | Less than once every 2 - 3 months | Videos;Coding challenges;Job board;Chat (bot/AI) | Upvote/Downvote Q&A posts
NA | Yes, somewhat | Less than half of the time | Yes, I use AI tools daily | Very favorable | Somewhat trust | Good, but not great at handling complex tasks | Learning about a codebase;Writing code;Documenting code;Debugging or fixing code;Creating or maintaining documentation | Project planning | null | Testing code;Committing and reviewing code;Deployment and monitoring;Predictive analytics | Search for answers;Generating content or synthetic data;Learning new concepts or technologies | AI solutions that are almost right, but not quite | No | No, but I plan to | Not at all or minimally | null | null | null | null | null | null | null | The cost of using certain AI agent platforms is a barrier.;My company's IT and/or InfoSec teams have strict rules that do not allow me to use AI agent tools or platforms | I am concerned about the accuracy of the information provided by AI agents.;Integrating AI agents with my existing tools and workflows can be difficult.;It takes significant time and effort to learn how to use AI agents effectively. | I have concerns about the security and privacy of data when using AI agents. | null | null | null | null | null | null | null | null | null | null | When I don’t trust AI’s answers;When I want to compare different solutions | people management, leadership skills, solving real business problems | 69,609 | 9 |
32,721 | 32,722 | 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 | Caring for dependents (children, elderly, etc.) | 27 | 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);Games or coding challenges | 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) | 12 | 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 |
32,722 | 32,723 | I am learning to code | 18-24 years old | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Student | Attending school (full-time) | null | Yes, I am not new to coding but am learning new coding techniques or programming language | Online Courses or Certification (includes all media types);Videos (not associated with specific online course or certification) | Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies | School (i.e., University, College, etc) | 1 | Student | null | null | null | null | School | Customizable and manageable codebase
NA | Prohibitive pricing
NA | null | null | No | I have neither consider or transitioned into a new career or industry | 5 | 4 | India | INR Indian rupee | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | No | A few times per month or weekly | Less than one year | I have never participated in Q&A on Stack Overflow | Coding challenges;Lists of recommendations (tools, frameworks, technologies, etc.) | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
32,723 | 32,724 | I am learning to code | 18-24 years old | null | Student | None of the above | null | No, I am not new to coding and did not learn new coding techniques or programming languages | null | No, I learned something that was not related to AI or AI enablement as required for my job or to benefit my career | null | null | Student | null | null | null | null | School | Reputation for quality
NA | Prohibitive pricing
NA | null | null | No | null | null | null | Turkey | TRY Turkish lira | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
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 | I don't use Stack Overflow | Less than once per month or monthly | Chat (people);Message Boards;Videos;Coding challenges;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 | null | null |
32,724 | 32,725 | I am a developer by profession | 18-24 years old | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Employed | None of the above | 2 | Yes, I am not new to coding but am learning new coding techniques or programming language | Technical documentation (is generated for/by the tool or system) | No, I learned something that was not related to AI or AI enablement for my personal curiosity and/or hobbies | null | 5 | Developer, desktop or enterprise applications | 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 |
32,725 | 32,726 | I am learning to code | 18-24 years old | Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.) | Student | Attending school (part-time) | null | Yes, I am new to coding or currently a student | Online Courses or Certification (includes all media types);Other online resources (e.g. standard search, forum, online community);Videos (not associated with specific online course or certification);Blogs or podcasts;School (i.e., University, College, etc) | No, I learned something that was not related to AI or AI enablement as required for my job or to benefit my career | null | 1 | Student | null | null | null | null | School | null | null | null | null | I'm not sure | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
32,726 | 32,727 | I am not primarily a developer, but I write code sometimes as part of my work/studies | 35-44 years old | Professional degree (JD, MD, Ph.D, Ed.D, etc.) | Employed | None of the above | 21 | Yes, I am not new to coding but am learning new coding techniques or programming language | Videos (not associated with specific online course or certification);Stack Overflow or Stack Exchange;Technical documentation (is generated for/by the tool or system);AI CodeGen tools or AI-enabled apps;Colleague or on-the-job training | Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies | AI CodeGen tools or AI-enabled apps;Colleague or on-the-job training | 29 | Data scientist | 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 | Ethical concerns
NA | Software Development | null | No | I have strongly considered changing my career and/or the industry I work in | 16 | 0 | United States of America | USD United States dollar | 405,000 | Yes | Python;R;SQL | null | null | DAX / M in PowerBI
NA | No | null | null | null | NA
NA | No | null | null | null | NA
NA | No | null | null | null | NA
NA | Yes | Jupyter Notebook/JupyterLab;Sublime Text;Visual Studio;Zed | null | null | NA
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 | Chat (people);Videos;Coding challenges;Lists of recommendations (tools, frameworks, technologies, etc.);Direct messaging of users;Chat (bot/AI) | Read and/or vote on comments for a Question or Answer I am interested in
NA | No, not really | I don't use AI or AI-enabled tools | No, but I plan to soon | Indifferent | Somewhat distrust | Bad at handling complex tasks | null | null | null | null | null | null | No | No, and I don't plan to | No, but my development work has changed somewhat due to non-AI factors | null | null | null | null | null | null | null | My company's IT and/or InfoSec teams have strict rules that do not allow me to use AI agent tools or platforms | null | I am concerned about the accuracy of the information provided by AI agents.;The cost of using certain AI agent platforms is a barrier.;I have concerns about the security and privacy of data when using AI agents. | Integrating AI agents with my existing tools and workflows can be difficult.;It takes significant time and effort to learn how to use AI agents effectively. | null | null | null | null | null | null | null | null | null | null | null | 405,000 | null |
32,727 | 32,728 | I am not primarily a developer, but I write code sometimes as part of my work/studies | 45-54 years old | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Employed | Engaged in paid work (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 |
32,728 | 32,729 | I code primarily as a hobby | Prefer not to say | Some college/university study without earning a degree | Student | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
32,729 | 32,730 | I am a developer by profession | 18-24 years old | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Employed | None of the above | 1 | Yes, I am not new to coding but am learning new coding techniques or programming language | Online Courses or Certification (includes all media types);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 | 4 | Developer, full-stack | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
32,730 | 32,731 | I am a developer by profession | 25-34 years old | Master’s degree (M.A., M.S., M.Eng., MBA, etc.) | Employed | Volunteering (regularly) | 5 | Yes, I am not new to coding but am learning new coding techniques or programming language | Other online resources (e.g. standard search, forum, online community);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 | 10 | Architect, software or solutions | 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 | Personal Project | Costs are manageable
NA | Outdated or obsolete technology or features
NA | Software Development | null | No | I have somewhat considered changing my career and/or the industry I work in | 7 | 6 | Poland | PLN Polish zloty | null | Yes | Bash/Shell (all shells);JavaScript;PowerShell;Python | Bash/Shell (all shells);Java;JavaScript;Lua;Python | Bash/Shell (all shells);JavaScript;Python | NA
NA | No | null | null | null | NA
NA | Yes | Google Cloud;npm;Pip;Podman | Podman | Podman | NA
NA | No | null | null | null | NA
NA | Yes | IntelliJ IDEA;Visual Studio Code | Visual Studio Code | Visual Studio Code | NA
NA | null | null | null | null | null | Ubuntu;Linux (non-WSL) | Windows;Windows Subsystem for Linux (WSL);Red Hat | null | null | null | NA
NA | null | null | null | NA
NA | Yes | null | null | null | NA
NA | No | Less than once per month or monthly | More than 15 years, or since Stack Overflow started in 2008 | I have never participated in Q&A on Stack Overflow | Direct messaging of users | null | No, not at all | Rarely, almost never | Yes, I use AI tools daily | Favorable | Somewhat distrust | Neither good or bad at handling complex tasks | null | null | null | null | null | I’ve become less confident in my own problem-solving | null | Yes, I use AI agents at work weekly | Yes, somewhat | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 7 |
32,731 | 32,732 | I am a developer by profession | 35-44 years old | Professional degree (JD, MD, Ph.D, Ed.D, etc.) | Employed | None of the above | 12 | No, I am not new to coding and did not learn new coding techniques or programming languages | null | Yes, I learned how to use AI-enabled tools required for my job or to benefit my career | Colleague or on-the-job training;Blogs or podcasts | 18 | Data scientist | 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 |
32,732 | 32,733 | I am a developer by profession | 35-44 years old | Master’s degree (M.A., M.S., M.Eng., MBA, etc.) | Employed | None of the above | 6 | Yes, I am not new to coding but am learning new coding techniques or programming language | Online Courses or Certification (includes all media types) | Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies | Videos (not associated with specific online course or certification);Online Courses or Certification (includes all media types) | 6 | Developer, back-end | 10,000 or more employees | Individual contributor | Remote | No | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
32,733 | 32,734 | I am a developer by profession | 18-24 years old | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Employed | null | 2 | Yes, I am not new to coding but am learning new coding techniques or programming language | Online Courses or Certification (includes all media types);Other online resources (e.g. standard search, forum, online community);Videos (not associated with specific online course or certification);Stack Overflow or Stack Exchange;Technical documentation (is generated for/by the tool or system);AI CodeGen tools or AI-... | No, I didn't spend time learning in the past year | null | 7 | Developer, full-stack | 500 to 999 employees | Individual contributor | Remote | No | School | Easy-to-use API
NA | Ethical concerns
NA | Software Development | Solving real-world problems
NA | No | I have somewhat considered changing my career and/or the industry I work in | 10 | 20 | Ukraine | USD United States dollar | 31,100 | Yes | Bash/Shell (all shells);C#;C++;HTML/CSS;Java;JavaScript;Kotlin;Python;Scala;SQL;TypeScript | null | null | NA
NA | Yes | BigQuery;Dynamodb;MongoDB;MySQL;PostgreSQL;Redis;SQLite;Amazon Redshift | Elasticsearch | null | NA
NA | Yes | Amazon Web Services (AWS);Docker;Google Cloud;Homebrew;Kubernetes;Maven (build tool);npm;NuGet;Pip;Terraform;Vercel;Vite | Amazon Web Services (AWS);Docker;Homebrew;Kubernetes;Maven (build tool);Pip;Terraform;Vercel;Vite | Amazon Web Services (AWS);Docker;Homebrew;Kubernetes;Maven (build tool);Pip;Terraform;Vercel;Vite | NA
NA | Yes | Angular;AngularJS;Django;Express;NestJS;Node.js;React;Spring Boot | NestJS;React;Spring Boot | NestJS;React;Spring Boot | NA
NA | Yes | Android Studio;Cursor;IntelliJ IDEA;Jupyter Notebook/JupyterLab;PyCharm;Rider;Vim;Visual Studio Code;Zed | IntelliJ IDEA;Vim | IntelliJ IDEA;Vim | NA
NA | Large Language Model;Google Gemini | Amazon Bedrock | null | null | null | Windows;MacOS;iOS;Arch | MacOS | Confluence;GitHub;Google Workspace;Jira;Markdown File;Obsidian;Trello | Confluence;GitHub;Google Workspace;Jira;Markdown File;Obsidian | Confluence;GitHub;Google Workspace;Jira;Markdown File;Obsidian | NA
NA | Stack Overflow;Stack Exchange;Reddit;GitHub (public projects, not private repos);YouTube;Medium | Stack Overflow;Reddit;GitHub (public projects, not private repos);YouTube;Medium | Stack Overflow;Reddit;GitHub (public projects, not private repos);YouTube;Medium | NA
NA | No | null | null | null | NA
NA | null | null | null | null | null | null | null | null | Yes, I use AI tools weekly | Favorable | Somewhat distrust | Good, but not great at handling complex tasks | Writing code;Debugging or fixing code;Testing code | Committing and reviewing code | Learning about a codebase;Project planning;Documenting code;Deployment and monitoring;Predictive analytics | Creating or maintaining documentation | Search for answers;Generating content or synthetic data;Learning new concepts or technologies | AI solutions that are almost right, but not quite;Debugging AI-generated code is more time-consuming;I’ve become less confident in my own problem-solving | Not at all | Yes, I use AI agents at work weekly | Yes, to a great extent | Software engineering;Decision intelligence;Data and analytics | Language processing | AI agents have helped me automate repetitive tasks.;AI agents have accelerated my learning about new technologies or codebases.;AI agents have helped me solve complex problems more effectively.;AI agents have reduced the time spent on specific development tasks. | AI agents have improved collaboration within my team. | null | AI agents have increased my productivity. | AI agents have improved the quality of my code. | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 31,100 | 3 |
32,734 | 32,735 | 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 | Videos (not associated with specific online course or certification);Technical documentation (is generated for/by the tool or system);Colleague or on-the-job training;Other (please specify): | No, I didn't spend time learning in the past year | null | 5 | Developer, back-end | 5,000 to 9,999 employees | Individual contributor | In-person | No | Work | Reliability and low latency
NA | Security or privacy concerns
NA | Banking/Financial 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 |
32,735 | 32,736 | 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 | No, I am not new to coding and did not learn new coding techniques or programming languages | null | No, I didn't spend time learning in the past year | null | 11 | Developer, back-end | 10,000 or more employees | Individual contributor | Remote | No | null | null | null | Retail and Consumer Services | Collaboration and support from a team
NA | I'm not sure | I have somewhat considered changing my career and/or the industry I work in | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 6 |
32,736 | 32,737 | I am a developer by profession | 35-44 years old | Some college/university study without earning a degree | Not employed | None of the above | 18 | Yes, I am not new to coding but am learning new coding techniques or programming language | Other online resources (e.g. standard search, forum, online community);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 | No, I didn't spend time learning in the past year | null | 30 | Developer, full-stack | null | null | null | null | Work | Easy-to-use API
NA | Poor usability
NA | null | Collaboration and support from a team
none | I'm not sure | I have neither consider or transitioned into a new career or industry | null | null | Ukraine | UAH Ukrainian hryvnia | null | Yes | Bash/Shell (all shells);C;HTML/CSS;Java;JavaScript;Perl;PHP;Python;SQL | Bash/Shell (all shells);HTML/CSS;Java;JavaScript;SQL | Bash/Shell (all shells);HTML/CSS;Java;JavaScript;SQL | NA
NA | Yes | MariaDB;MySQL;SQLite | MariaDB;MySQL;SQLite | MariaDB;MySQL;SQLite | NA
NA | No | null | null | null | NA
NA | Yes | Spring Boot | null | null | NA
NA | No | null | null | null | NA
NA | null | null | null | null | null | Ubuntu;Android;Debian;Linux (non-WSL) | Ubuntu;Debian;Linux (non-WSL) | null | null | null | NA
NA | Stack Overflow;Reddit;Hacker News;GitHub (public projects, not private repos);LinkedIn;Medium | Stack Overflow;Reddit;Hacker News;GitHub (public projects, not private repos);LinkedIn | Stack Overflow;Reddit;Hacker News;GitHub (public projects, not private repos);LinkedIn | NA
NA | No | null | null | null | NA
NA | Yes | A few times per month or weekly | More than 15 years, or since Stack Overflow started in 2008 | A few times per month or weekly | Chat (people);Message Boards;Long-form articles;Lists of recommendations (tools, frameworks, technologies, etc.);Direct messaging of users | Browse content related to Q&A posts I recently viewed
NA | Yes, somewhat | null | Yes, I use AI tools weekly | Favorable | Somewhat distrust | Bad at handling complex tasks | null | Project planning;Debugging or fixing code;Testing code;Committing and reviewing code;Deployment and monitoring;Predictive analytics | Learning about a codebase;Writing code;Documenting code;Creating or maintaining documentation | Search for answers;Generating content or synthetic data;Learning new concepts or technologies | null | AI solutions that are almost right, but not quite;I’ve become less confident in my own problem-solving | no | No, and I don't plan to | No, but my development work has changed somewhat due to non-AI factors | null | null | null | null | null | null | null | 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. | Integrating AI agents with my existing tools and workflows can be difficult. | null | null | null | null | null | null | null | null | null | When I don’t trust AI’s answers;When I want to fully understand something;When I want to learn best practices;When I want to compare different solutions;When I have ethical or security concerns about code;When I’m stuck and can’t explain the problem;When I need help fixing complex or unfamiliar code;When I need quick h... | null | null | 8 |
32,737 | 32,738 | I am a developer by profession | 35-44 years old | Master’s degree (M.A., M.S., M.Eng., MBA, etc.) | Employed | Caring for dependents (children, elderly, etc.);Engaged in paid work (20-29 hours per week) | 13 | Yes, I am not new to coding but am learning new coding techniques or programming language | Online Courses or Certification (includes all media types);Other online resources (e.g. standard search, forum, online community);Books / Physical media;Videos (not associated with specific online course or certification);Stack Overflow or Stack Exchange;Technical documentation (is generated for/by the tool or system);... | No, I learned something that was not related to AI or AI enablement as required for my job or to benefit my career | null | 15 | Developer, full-stack | Less than 20 employees | Individual contributor | Remote | Yes, I influenced the purchase of a tool that more than five colleagues use but it is not a substantial addition to the tech stack | Work | Reputation for quality
NA | Security or privacy concerns
NA | Software Development | Competitive pay and benefits
NA | Yes | I have somewhat considered changing my career and/or the industry I work in | 10 | 15 | Germany | EUR European Euro | null | Yes | Go;HTML/CSS;JavaScript;Ruby;SQL;TypeScript;Zig | C;Go;HTML/CSS;JavaScript;Lua;SQL;TypeScript;Zig | Go;HTML/CSS;JavaScript;SQL;TypeScript;Zig | NA
NA | Yes | MySQL;PostgreSQL;Redis | PostgreSQL;Redis | PostgreSQL;Redis | NA
NA | Yes | Ansible;APT;Docker;Homebrew;npm;Pip;Podman;Vite;Webpack;Yarn | Ansible;APT;Docker;Homebrew;npm;Pip;Podman;Vite;Yarn | Ansible;APT;Docker;Homebrew;npm;Pip;Podman;Vite;Yarn | NA
NA | Yes | Angular;Express;Next.js;Node.js;React | Angular;Next.js;React | Angular;Next.js;React | NA
NA | No | null | null | null | NA
NA | Tailwind CSS 4 | Tailwind CSS 4 | Tailwind CSS 4 | null | null | MacOS;Debian | MacOS;Debian | GitHub;GitLab;Jira;Markdown File;Miro;Trello | GitHub;GitLab;Markdown File;Trello | GitHub;GitLab;Markdown File;Trello | NA
NA | Stack Overflow;Stack Exchange;Reddit;Hacker News;YouTube;LinkedIn | Stack Overflow;Stack Exchange;Reddit;Hacker News;YouTube | Stack Overflow;Stack Exchange;Reddit;Hacker News;YouTube | NA
NA | Yes | Meta Llama (all models) | Meta Llama (all models) | Meta Llama (all models) | NA
NA | Yes | Daily or almost daily | Between 10 and 15 years | Less than once every 2 - 3 months | null | null | Yes, somewhat | Rarely, almost never | Yes, I use AI tools monthly or infrequently | Indifferent | Neither trust nor distrust | Bad at handling complex tasks | Writing code;Search for answers;Generating content or synthetic data | Learning about a codebase;Project planning;Documenting code;Debugging or fixing code;Testing code;Committing and reviewing code;Deployment and monitoring;Predictive analytics;Creating or maintaining documentation;Learning new concepts or technologies | null | null | null | AI solutions that are almost right, but not quite | No | No, and I don't plan to | Not at all or minimally | null | null | null | null | null | null | null | My company's IT and/or InfoSec teams have strict rules that do not allow me to use AI agent tools or platforms | null | I am concerned about the accuracy of the information provided by AI agents.;I have concerns about the security and privacy of data when using AI agents. | Integrating AI agents with my existing tools and workflows can be difficult.;It takes significant time and effort to learn how to use AI agents effectively.;The cost of using certain AI agent platforms is a barrier. | null | null | null | null | null | null | null | null | null | When I don’t trust AI’s answers;When I want to fully understand something;When I have ethical or security concerns about code;When I’m stuck and can’t explain the problem;When I need help fixing complex or unfamiliar code | null | null | 8 |
32,738 | 32,739 | 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);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;Blogs or podcasts | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
32,739 | 32,740 | I am a developer by profession | 35-44 years old | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Independent contractor, freelancer, or self-employed | None of the above | 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;Technical documentation (is generated for/by the tool or system);Blogs or podcasts | Yes, I learned how to use AI-enabled tools required for my job or to benefit my career | Technical documentation (is generated for/by the tool or system);Videos (not associated with specific online course or certification);Other online resources (e.g. standard search, forum, online community) | 15 | Developer, mobile | null | null | null | No | Work | Reliability and low latency
NA | Ethical concerns
NA | Software Development | Innovation through solving challenging and complex problems
NA | I'm not sure | I have neither consider or transitioned into a new career or industry | 6 | null | Moldova | MDL Moldovan leu | 2,000,000 | Yes | Swift | Swift | Swift | NA
NA | No | null | null | null | NA
NA | Yes | Firebase;Homebrew;Microsoft Azure | Firebase;Homebrew;Microsoft Azure | Firebase;Homebrew;Microsoft Azure | NA
NA | No | null | null | null | NA
NA | Yes | Cursor;Sublime Text;Xcode | Cursor;Sublime Text;Xcode | Cursor;Sublime Text;Xcode | NA
NA | null | null | null | null | null | MacOS;iOS | MacOS;iOS;iPadOS | Airtable;Azure Devops;Confluence;GitHub;Jira;Markdown File | Azure Devops;Confluence;GitHub;Jira;Markdown File | Azure Devops;Confluence;GitHub;Jira;Markdown File | NA
NA | Stack Overflow;YouTube | Stack Overflow;YouTube | Stack Overflow;YouTube | NA
NA | Yes | Anthropic: Claude Sonnet;DeepSeek (R- Reasoning models);DeepSeek (V- General purpose models);Gemini (Flash general purpose models);Gemini (Pro Reasoning models);openAI GPT (chatbot models);openAI Reasoning models;X Grok models | Anthropic: Claude Sonnet;openAI GPT (chatbot models);openAI Reasoning models | Anthropic: Claude Sonnet;openAI GPT (chatbot models);openAI Reasoning models | NA
NA | Yes | Daily or almost daily | Between 10 and 15 years | A few times per week | Logic games/puzzles;Job board | Directly open a Q&A post via search, documentation or a peer
NA | Yes, definitely | Rarely, almost never | Yes, I use AI tools weekly | Favorable | Somewhat trust | Good, but not great at handling complex tasks | Writing code;Documenting code;Debugging or fixing code;Search for answers | Learning about a codebase;Project planning;Deployment and monitoring;Predictive analytics | Committing and reviewing code;Generating content or synthetic data;Learning new concepts or technologies | null | Testing code;Creating or maintaining documentation | I haven’t encountered any problems | Not really. | Yes, I use AI agents at work weekly | Yes, somewhat | Software engineering | null | AI agents have increased my productivity. | AI agents have helped me solve complex problems more effectively.;Write in the most significant benefit if not listed above. | AI agents have improved the quality of my code. | AI agents have helped me automate repetitive tasks.;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. | 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 | 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.;My company's IT and/or InfoSec teams have strict rules that do not allow me to use AI agent tools or pla... | null | null | OpenRouter | null | null | null | ChatGPT;Claude Code;GitHub Copilot;Google Gemini | Cursor | When I don’t trust AI’s answers;When I want to fully understand something;When I want to learn best practices;When I want to compare different solutions;When I 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 h... | Solve complex logical problems. Debugging. Handling edge cases. | 117,309 | 10 |
32,740 | 32,741 | I work with developers or my work supports developers but am not a developer by profession | 25-34 years old | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Employed | None of the above | 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) | 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 |
32,741 | 32,742 | I am a developer by profession | 25-34 years old | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Employed | Volunteering (regularly) | 10 | Yes, I am not new to coding but am learning new coding techniques or programming language | Online Courses or Certification (includes all media types);Other online resources (e.g. standard search, forum, online community);Books / Physical media;Videos (not associated with specific online course or certification);Stack Overflow or Stack Exchange;Technical documentation (is generated for/by the tool or system);... | 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) | 15 | Developer, full-stack | 20 to 99 employees | Individual contributor | Remote | Yes, I influenced the purchase of a substantial addition to the tech stack | Work | Easy-to-use API
NA | Ethical concerns
Gimmicky AI | Software Development | Collaboration and support from a team
NA | No | I have somewhat considered changing my career and/or the industry I work in | 7 | 9 | United States of America | USD United States dollar | 66,000 | Yes | HTML/CSS;JavaScript;TypeScript | HTML/CSS;JavaScript;Python;TypeScript | HTML/CSS;JavaScript;TypeScript | NA
NA | Yes | MySQL;PostgreSQL | PostgreSQL;SQLite | PostgreSQL | NA
NA | Yes | Amazon Web Services (AWS);Docker;Gradle;Heroku;Netlify;npm;pnpm;Vercel;Webpack;Yarn | Cloudflare;Netlify;npm;pnpm | Netlify;npm;pnpm | NA
NA | Yes | Express;Next.js;Node.js;React;WordPress | Astro;Next.js;Node.js;React | Next.js;Node.js;React | NA
Preact | Yes | Android Studio;Cursor;Vim;Visual Studio Code;Xcode | Visual Studio Code | Visual Studio Code | NA
NA | Tailwind CSS 4;Google Gemini;Shadcn/ui | Tailwind CSS 4;Google Gemini;Shadcn/ui | Tailwind CSS 4;Google Gemini;Shadcn/ui | null | null | MacOS;iOS | MacOS;Android;iOS;iPadOS | Asana;GitHub;Google Workspace | Asana;GitHub | Asana;GitHub | NA
NA | Stack Overflow;Discord;Reddit;YouTube;LinkedIn;Medium | Stack Overflow;Discord;GitHub (public projects, not private repos);YouTube | Stack Overflow;Discord;YouTube | NA
NA | Yes | Anthropic: Claude Sonnet;Gemini (Flash general purpose models);Gemini (Pro Reasoning models);openAI GPT (chatbot models);openAI Image generating models;openAI Reasoning models | Anthropic: Claude Sonnet;Gemini (Flash general purpose models);Gemini (Pro Reasoning models);openAI GPT (chatbot models);openAI Image generating models;openAI Reasoning models | Anthropic: Claude Sonnet;Gemini (Flash general purpose models);Gemini (Pro Reasoning models);openAI GPT (chatbot models);openAI Image generating models;openAI Reasoning models | NA
NA | Yes | A few times per month or weekly | Between 10 and 15 years | Infrequently, less than once per year | Chat (people);Message Boards;Long-form articles;Videos;Direct messaging of users;Chat (bot/AI) | Comment on Q&A posts
Figure out the issue I have with my code? | No, not really | Rarely, almost never | Yes, I use AI tools daily | Very favorable | Somewhat trust | Bad at handling complex tasks | Writing code;Debugging or fixing code;Search for answers | Learning about a codebase;Documenting code;Committing and reviewing code;Predictive analytics;Creating or maintaining documentation | Project planning;Testing code;Deployment and monitoring;Generating content or synthetic data;Learning new concepts or technologies | null | null | AI solutions that are almost right, but not quite;Debugging AI-generated code is more time-consuming;Other (write in): | It's marketing bullshit from YouTube influencers | Yes, I use AI agents at work monthly or infrequently | Not at all or minimally | Software engineering | null | AI agents have increased my productivity.;AI agents have 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 collaboration within my team. | AI agents have improved the quality of my code. | 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 se... | My company's IT and/or InfoSec teams have strict rules that do not allow me to use AI agent tools or platforms | null | null | null | null | null | null | GitHub Copilot | null | When I don’t trust AI’s answers;When I want to learn best practices;When I want to compare different solutions;When I have ethical or security concerns about code;When I’m stuck and can’t explain the problem;When I need help fixing complex or unfamiliar code;When I need quick help troubleshooting | Debugging, networking basics, complex problem solving, reading documentation, interpersonal skills, willing subjugation to authority | 66,000 | 4 |
32,742 | 32,743 | I code primarily as a hobby | 18-24 years old | Associate degree (A.A., A.S., etc.) | Student | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
32,743 | 32,744 | I am learning to code | 25-34 years old | Master’s degree (M.A., M.S., M.Eng., MBA, etc.) | Employed | None of the above | null | Yes, I am not new to coding but am learning new coding techniques or programming language | Videos (not associated with specific online course or certification);Stack Overflow or Stack Exchange | No, I didn't spend time learning in the past year | null | 4 | Developer, back-end | 10,000 or more employees | Individual contributor | Hybrid (some remote, leans heavy to in-person) | No | School | Connected to an open-source project
NA | Availability of better alternatives
NA | Banking/Financial Services | null | I'm not sure | I have somewhat considered changing my career and/or the industry I work in | null | null | Algeria | DZD Algerian dinar | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | Yes, I use AI tools weekly | Favorable | Somewhat trust | Good, but not great at handling complex tasks | Learning about a codebase;Writing code;Debugging or fixing code;Search for answers;Learning new concepts or technologies | Project planning;Documenting code;Testing code;Committing and reviewing code;Deployment and monitoring;Predictive analytics;Generating content or synthetic data;Creating or maintaining documentation | null | null | null | I’ve become less confident in my own problem-solving | null | Yes, I use AI agents at work weekly | Yes, somewhat | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
32,744 | 32,745 | I am a developer by profession | 55-64 years old | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Employed | Volunteering (regularly) | 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);AI CodeGen tools or AI-enabled apps;Blogs or podcasts | Yes, I learned how to use AI-enabled tools required for my job or to benefit my career | AI CodeGen tools or AI-enabled apps;Technical documentation (is generated for/by the tool or system);Blogs or podcasts | 42 | Architect, software or solutions | Less than 20 employees | People manager | Remote | Yes, I endorsed a tool that was open-source and is currently used by more than just myself but no purchase was made | Work | Robust and complete API
NA | 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 | 9 | 4 | South Africa | ZAR South African rand | 82,000 | Yes | Bash/Shell (all shells);Dart;HTML/CSS;JavaScript;SQL;TypeScript | Bash/Shell (all shells);Dart;TypeScript | Bash/Shell (all shells);Dart;TypeScript | NA
Roc | Yes | BigQuery;Cloud Firestore;Elasticsearch;MariaDB;MySQL;PostgreSQL;SQLite;Supabase | PostgreSQL;Supabase | PostgreSQL;Supabase | Neon
Neon | Yes | Amazon Web Services (AWS);Bun;Cloudflare;Digital Ocean;Docker;Firebase;Google Cloud;Homebrew;Make;npm;Supabase;Vite | Cloudflare;Docker;Firebase;Google Cloud;Homebrew;npm;Supabase;Vite | Cloudflare;Docker;Firebase;Google Cloud;Homebrew;npm;Supabase;Vite | pub
pub | Yes | Astro;Deno;Node.js;Vue.js | Astro;Deno;Node.js;Vue.js | Astro;Deno;Node.js;Vue.js | NA
NA | Yes | Cursor;Nano;Visual Studio Code;Xcode;Zed | Windsurf;Zed | Zed | NA
NA | RAG | Tailwind CSS 4;RAG;Google Gemini;Shadcn/ui | RAG | null | null | MacOS | MacOS | Airtable;Azure Devops;Confluence;GitHub;Google Workspace;Markdown File;Miro;Notion;Trello | GitHub;GitLab;Google Workspace;Linear;Markdown File;Notion;Trello | GitHub;Google Workspace;Markdown File;Notion;Trello | NA
NA | Stack Overflow;Stack Exchange;Reddit;Dev.to;GitHub (public projects, not private repos);Slack (public channels, not work);X;YouTube;LinkedIn;Medium | Stack Overflow;Stack Exchange;Reddit;GitHub (public projects, not private repos);Slack (public channels, not work);YouTube | Stack Overflow;Stack Exchange;Reddit;GitHub (public projects, not private repos);Slack (public channels, not work);YouTube | NA
NA | Yes | Anthropic: Claude Sonnet;openAI GPT (chatbot models) | openAI GPT (chatbot models) | openAI GPT (chatbot models) | NA
NA | Yes | A few times per month or weekly | More than 15 years, or since Stack Overflow started in 2008 | Less than once per month or monthly | Lists of recommendations (tools, frameworks, technologies, etc.) | Directly open a Q&A post via search, documentation or a peer
NA | Yes, definitely | Less than half of the time | 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;Generating content or synthetic data;Learning new concepts or technologies | Deployment and monitoring;Predictive analytics | Learning about a codebase;Project planning;Testing code;Creating or maintaining documentation | Documenting code | Search for answers | Debugging AI-generated code is more time-consuming;Other (write in): | no | Yes, I use AI agents at work daily | Not at all or minimally | Software engineering | null | AI agents have improved the quality of my code.;AI agents have helped me solve complex problems more effectively.;AI agents have reduced the time spent on specific development tasks. | null | AI agents have improved collaboration within my team. | AI agents have increased my productivity.;AI agents have helped me automate repetitive tasks.;AI agents have accelerated my learning about new technologies or codebases. | null | null | 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. | The cost of using certain AI agent platforms is a barrier. | supabase | cursor | Zapier | null | null | null | ChatGPT;Claude Code;GitHub Copilot;Google Gemini;Perplexity | null | When I don’t trust AI’s answers;When I want to learn best practices;When I have ethical or security concerns about code | all current skills will remain valuble | 4,623 | 9 |
32,745 | 32,746 | I am a developer by profession | 25-34 years old | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Employed | null | 10 | Yes, I am not new to coding but am learning new coding techniques or programming language | Online Courses or Certification (includes all media types);Other online resources (e.g. standard search, forum, online community);Videos (not associated with specific online course or certification);AI CodeGen tools or AI-enabled apps;Colleague or on-the-job training;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);Videos (not associated with specific online course or certification);Other online resources (e.g. standard search, forum, online community) | 12 | DevOps engineer or professional | 100 to 499 employees | Individual contributor | Remote | Yes, I endorsed a tool that was open-source and is currently used by more than just myself but no purchase was made | Work | Costs are manageable
NA | Security or privacy concerns
NA | Internet, Telecomm or Information Services | Competitive pay and benefits
NA | I'm not sure | I have neither consider or transitioned into a new career or industry | 5 | 3 | United Kingdom of Great Britain and Northern Ireland | GBP Pound sterling | 111,178 | Yes | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 151,359 | 9 |
32,746 | 32,747 | I am a developer by profession | 18-24 years old | Some college/university study without earning a degree | Employed | None of the above | 3 | Yes, I am not new to coding but am learning new coding techniques or programming language | Books / Physical media;Videos (not associated with specific online course or certification);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 | 4 | Developer, back-end | 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 | Personal Project | Robust and complete API
NA | Inefficient or time-costly
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 |
32,747 | 32,748 | 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 | Yes, I am not new to coding but am learning new coding techniques or programming language | Other online resources (e.g. standard search, forum, online community);Stack Overflow or Stack Exchange;Technical documentation (is generated for/by the tool or system) | Yes, I learned how to use AI-enabled tools required for my job or to benefit my career | Colleague or on-the-job training | 12 | Developer, full-stack | 1,000 to 4,999 employees | Individual contributor | Remote | No | Work | Reputation for quality
NA | Outdated or obsolete technology or features
NA | Software Development | null | null | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
32,748 | 32,749 | I am not primarily a developer, but I write code sometimes as part of my work/studies | 35-44 years old | Professional degree (JD, MD, Ph.D, Ed.D, etc.) | Independent contractor, freelancer, or self-employed | Caring for dependents (children, elderly, etc.);Engaged in paid work (20-29 hours per week) | 6 | Yes, I am new to coding or currently a student | Online Courses or Certification (includes all media types);Other online resources (e.g. standard search, forum, online community);Stack Overflow or Stack Exchange;Technical documentation (is generated for/by the tool or system);AI CodeGen tools or AI-enabled apps;Blogs or podcasts;Coding Bootcamp;Games or coding challe... | 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);Online Courses or Certification (includes all media types);Stack Overflow or Stack Exchange;Games or coding challenges | 5 | System administrator | Just me - I am a freelancer, sole proprietor, etc. | null | Hybrid (some remote, leans heavy to in-person) | Yes, I influenced the purchase of a substantial addition to the tech stack | Personal Project | null | null | Transportation, or Supply Chain | null | No | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
32,749 | 32,750 | I am a developer by profession | 25-34 years old | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Employed | Engaged in paid work (20-29 hours per week) | 5 | Yes, I am not new to coding but am learning new coding techniques or programming language | Other online resources (e.g. standard search, forum, online community);Stack Overflow or Stack Exchange;Technical documentation (is generated for/by the tool or system) | Yes, I learned how to use AI-enabled tools required for my job or to benefit my career | 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 | 9 | Founder, technology or otherwise | Less than 20 employees | People manager | Remote | Yes, I influenced the purchase of a substantial addition to the tech stack | Work | Reliability and low latency
NA | Lack of or sub-par API
NA | Fintech | Autonomy and trust to manage your own tasks
NA | No | I have neither consider or transitioned into a new career or industry | 10 | 5 | India | INR Indian rupee | 180,000 | Yes | Bash/Shell (all shells);HTML/CSS;Python;SQL | Bash/Shell (all shells);Dart;JavaScript;Python;SQL | Bash/Shell (all shells);Python;SQL | NA
NA | Yes | MySQL;PostgreSQL;Redis | PostgreSQL;Redis | PostgreSQL;Redis | NA
NA | Yes | Amazon Web Services (AWS);APT;Digital Ocean;Docker;Firebase;Gradle;npm;Pip;pnpm | Amazon Web Services (AWS);APT;Firebase;Gradle;npm;Pip | Amazon Web Services (AWS);APT;Firebase;Gradle;npm;Pip | NA
NA | Yes | Flask;Node.js;React | Flask;Node.js;React | Flask;Node.js;React | NA
NA | Yes | Android Studio;Jupyter Notebook/JupyterLab;Nano;Sublime Text;Visual Studio Code | Android Studio;Jupyter Notebook/JupyterLab;Nano;Sublime Text;Visual Studio Code | Android Studio;Jupyter Notebook/JupyterLab;Nano;Sublime Text;Visual Studio Code | NA
NA | null | null | null | null | null | Windows;Android;iPadOS | Ubuntu | GitHub;Google Colab;Jira;Lucid (includes Lucidchart);Notion | GitHub;Google Colab;Jira;Notion | GitHub;Google Colab;Jira;Notion | NA
NA | Stack Overflow;Stack Exchange;Reddit;GitHub (public projects, not private repos);Slack (public channels, not work);X;Kaggle;YouTube;Medium | Stack Overflow;Stack Exchange;Reddit;GitHub (public projects, not private repos);Slack (public channels, not work);X;Kaggle;YouTube;Medium | Stack Overflow;Stack Exchange;Reddit;GitHub (public projects, not private repos);Slack (public channels, not work);X;Kaggle;YouTube;Medium | NA
NA | Yes | openAI GPT (chatbot models) | openAI GPT (chatbot models) | openAI GPT (chatbot models) | NA
NA | Yes | Daily or almost daily | Between 5 and 10 years | Infrequently, less than once per year | Long-form articles;Coding challenges;Logic games/puzzles;Lists of recommendations (tools, frameworks, technologies, etc.);Direct messaging of users;Day-in-the-life profiles/interviews with experts | Read and/or vote on comments for a Question or Answer I am interested in
NA | Yes, definitely | Rarely, almost never | Yes, I use AI tools monthly or infrequently | Favorable | Somewhat trust | Neither good or bad at handling complex tasks | null | Project planning;Documenting code;Debugging or fixing code;Testing code;Committing and reviewing code;Deployment and monitoring;Creating or maintaining documentation | Learning about a codebase;Writing code;Predictive analytics;Generating content or synthetic data | Search for answers;Learning new concepts or technologies | null | AI solutions that are almost right, but not quite;Debugging AI-generated code is more time-consuming;It’s hard to understand how or why the code works | No | Yes, I use AI agents at work monthly or infrequently | Not at all or minimally | Software engineering | null | AI agents have helped me automate repetitive tasks.;AI agents have accelerated my learning about new technologies or codebases.;AI agents have reduced the time spent on specific development tasks. | AI agents have increased my productivity.;AI agents have improved the quality of my code.;AI agents have helped me solve complex problems more effectively.;AI agents have improved collaboration within my team. | null | null | null | Integrating AI agents with my existing tools and workflows can be difficult.;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. | I am concerned about the accuracy of the information provided by AI agents.;The cost of using certain AI agent platforms is a barrier. | null | Redis | null | null | null | null | null | ChatGPT | null | When I don’t trust AI’s answers;When I have ethical or security concerns about code | Project Management, Documentation and spontaneous real-world decisions regarding building a product or a solution. If the developers are reinventing the wheel then AI tools will take over definitely. But exploration, creativity and building ideas on the cutting edge will always remain human. | 2,092 | 10 |
32,750 | 32,751 | I work with developers or my work supports developers but am not a developer by profession | 35-44 years old | Master’s degree (M.A., M.S., M.Eng., MBA, etc.) | Employed | Volunteering (regularly) | 15 | No, I am not new to coding and did not learn new coding techniques or programming languages | null | Yes, I learned how to use AI-enabled tools required for my job or to benefit my career | 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 |
32,751 | 32,752 | I am a developer by profession | 35-44 years old | Master’s degree (M.A., M.S., M.Eng., MBA, etc.) | Employed | None of the above | 17 | No, I am not new to coding and did not learn new coding techniques or programming languages | null | No, I learned something that was not related to AI or AI enablement for my personal curiosity and/or hobbies | null | 18 | Project manager | 20 to 99 employees | People manager | In-person | Yes, I influenced the purchase of a substantial addition to the tech stack | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
32,752 | 32,753 | I am learning to code | 25-34 years old | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Not employed | Caring for dependents (children, elderly, etc.) | 3 | Yes, I am not new to coding but am learning new coding techniques or programming language | 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;Games or coding challenges | No, I learned something that was not related to AI or AI enablement for my personal curiosity and/or hobbies | null | 3 | Support engineer or analyst | null | null | null | null | Personal Project | Connected to an open-source project
NA | Prohibitive pricing
NA | null | null | No | I have strongly considered changing my career and/or the industry I work in | null | 1 | United States of America | USD United States dollar | null | Yes | HTML/CSS;Ruby | JavaScript;Ruby | Ruby | NA
NA | Yes | MySQL;PostgreSQL | Redis | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | 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 | Unsure | Somewhat trust | I don't use AI tools for complex tasks / I don't know | Writing code | Documenting code;Committing and reviewing code;Deployment and monitoring;Predictive analytics | Learning about a codebase;Project planning;Debugging or fixing code;Testing code;Search for answers;Generating content or synthetic data;Creating or maintaining documentation;Learning new concepts or technologies | null | null | Debugging AI-generated code is more time-consuming;I don’t use AI tools regularly | No | No, and I don't plan to | Not at all or minimally | null | null | null | null | null | null | null | Integrating AI agents with my existing tools and workflows can be difficult.;My company's IT and/or InfoSec teams have strict rules that do not allow me to use AI agent tools or platforms | It takes significant time and effort to learn how to use AI agents effectively. | The cost of using certain AI agent platforms is a barrier.;I have concerns about the security and privacy of data when using AI agents. | I am concerned about the accuracy of the information provided by AI agents. | null | null | null | null | null | null | null | null | null | When I want to learn best practices;When I want to compare different solutions;When I have ethical or security concerns about code;When I’m stuck and can’t explain the problem;When I need help fixing complex or unfamiliar code | null | null | null |
32,753 | 32,754 | I am a developer by profession | 25-34 years old | Master’s degree (M.A., M.S., M.Eng., MBA, etc.) | Employed | None of the above | 8 | Yes, I am not new to coding but am learning new coding techniques or programming language | 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 | 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 |
32,754 | 32,755 | I am a developer by profession | 18-24 years old | Master’s degree (M.A., M.S., M.Eng., MBA, etc.) | Employed | Caring for dependents (children, elderly, etc.) | 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 | 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 |
32,755 | 32,756 | 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 | Yes, I am not new to coding but am learning new coding techniques or programming language | AI CodeGen tools or AI-enabled apps | Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies | AI CodeGen tools or AI-enabled apps | 12 | Developer, full-stack | 20 to 99 employees | Individual contributor | Your choice (very flexible, you can come in when you want or just as needed) | Yes, I endorsed a tool that was open-source and is currently used by more than just myself but no purchase was made | Work | Easy-to-use API
NA | Security or privacy concerns
NA | Software Development | Competitive pay and benefits
NA | I'm not sure | I have somewhat considered changing my career and/or the industry I work in | 5 | 4 | Romania | RON Romanian leu | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | Yes, I use AI tools daily | null | null | null | null | null | null | null | null | null | null | null | 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 |
32,756 | 32,757 | I am not primarily a developer, but I write code sometimes as part of my work/studies | 25-34 years old | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Employed | Attending school (part-time) | 3 | No, I am not new to coding and did not learn new coding techniques or programming languages | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
32,757 | 32,758 | I am a developer by profession | 18-24 years old | Master’s degree (M.A., M.S., M.Eng., MBA, etc.) | Employed | Volunteering (regularly) | 2 | Yes, I am not new to coding but am learning new coding techniques or programming language | Other online resources (e.g. standard search, forum, online community);Videos (not associated with specific online course or certification);Stack Overflow or Stack Exchange;AI CodeGen tools or AI-enabled apps;Coding Bootcamp | Yes, I learned how to use AI-enabled tools required for my job or to benefit my career | 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) | 4 | Developer, full-stack | 500 to 999 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 | AI integration or AI Agent capabilities
NA | null | Software Development | Solving real-world problems
NA | No | I have neither consider or transitioned into a new career or industry | 10 | 30 | Ukraine | UAH Ukrainian hryvnia | null | Yes | C#;HTML/CSS;JavaScript;MATLAB;Python;SQL;TypeScript | HTML/CSS;JavaScript;SQL;TypeScript | HTML/CSS;JavaScript;SQL;TypeScript | NA
NA | Yes | Elasticsearch;Microsoft SQL Server;MongoDB;MySQL;Redis | Cassandra;Elasticsearch;Microsoft SQL Server;MongoDB;MySQL;PostgreSQL;Redis | Elasticsearch;Microsoft SQL Server;MongoDB;MySQL;Redis | NA
NA | Yes | Amazon Web Services (AWS);Cloudflare;Datadog;Digital Ocean;Docker;Google Cloud;Microsoft Azure;npm;Webpack;Yarn | Bun;Cloudflare;Datadog;Docker;Google Cloud;Kubernetes;npm;Vite;Yarn | Cloudflare;Datadog;Docker;Google Cloud;npm;Yarn | NA
NA | Yes | ASP.NET Core;Blazor;Express;Node.js;React | Express;Next.js;Node.js;React | Express;Node.js;React | NA
NA | Yes | Visual Studio Code | Claude Code;Cline and/or Roo;Cursor;Visual Studio Code | Visual Studio Code | NA
NA | Large Language Model;Google Gemini;Shadcn/ui | Tailwind CSS 4;hostinger;Large Language Model;Google Gemini;Shadcn/ui;Ollama | Large Language Model;Google Gemini;Shadcn/ui | null | null | Windows;Android | Windows;Ubuntu;Windows Subsystem for Linux (WSL) | GitHub;GitLab;Jira;Notion | GitHub;Jira;Lucid (includes Lucidchart);Notion;Obsidian | GitHub;Jira;Notion | NA
NA | Stack Overflow;Discord;GitHub (public projects, not private repos);YouTube;LinkedIn | Stack Overflow;Discord;GitHub (public projects, not private repos);Slack (public channels, not work);X;Kaggle;YouTube;LinkedIn;Company-sponsored forums | Stack Overflow;Discord;GitHub (public projects, not private repos);YouTube;LinkedIn | NA
NA | Yes | Anthropic: Claude Sonnet;Gemini (Pro Reasoning models);openAI GPT (chatbot models);openAI Reasoning models | Alibaba Cloud Qwen models;Anthropic: Claude Sonnet;Gemini (Pro Reasoning models);Meta Llama (all models);openAI GPT (chatbot models);openAI Reasoning models;X Grok models | Anthropic: Claude Sonnet;Gemini (Pro Reasoning models);openAI GPT (chatbot models);openAI Reasoning models | NA
NA | No | Less than once every 2 - 3 months | Between 1 and 3 years | I have never participated in Q&A on Stack Overflow | Chat (people);Long-form articles;Videos;Coding challenges;Lists of recommendations (tools, frameworks, technologies, etc.);Direct messaging of users;Day-in-the-life profiles/interviews with experts;Chat (bot/AI) | Answer a question
NA | Neutral | Less than half of the time | Yes, I use AI tools weekly | Favorable | Somewhat trust | Good, but not great at handling complex tasks | Debugging or fixing code;Testing code;Committing and reviewing code;Learning new concepts or technologies | null | null | Learning about a codebase;Project planning;Writing code;Deployment and monitoring;Predictive analytics | Documenting code;Search for answers;Generating content or synthetic data;Creating or maintaining documentation | AI solutions that are almost right, but not quite;Debugging AI-generated code is more time-consuming | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 8 |
32,758 | 32,759 | 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 | null | 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 |
32,759 | 32,760 | I am a developer by profession | 45-54 years old | Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.) | Employed | None of the above | 28 | Yes, I am not new to coding but am learning new coding techniques or programming language | Videos (not associated with specific online course or certification);AI CodeGen tools or AI-enabled apps;Colleague or on-the-job training | Yes, I learned how to use AI-enabled tools required for my job or to benefit my career | Videos (not associated with specific online course or certification);Other online resources (e.g. standard search, forum, online community);Colleague or on-the-job training | 35 | Developer, full-stack | 20 to 99 employees | Individual contributor | Remote | No | Work | Costs are manageable
NA | Availability of better alternatives
NA | Software Development | Competitive pay and benefits
NA | Yes | I have neither consider or transitioned into a new career or industry | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 7 |
32,760 | 32,761 | I am a developer by profession | 25-34 years old | Some college/university study without earning a degree | Employed | None of the above | 5 | No, I am not new to coding and did not learn new coding techniques or programming languages | null | Yes, I learned how to use AI-enabled tools required for my job or to benefit my career | Blogs or podcasts | 10 | Developer, back-end | 20 to 99 employees | Individual contributor | Hybrid (some in-person, leans heavy to flexibility) | No | School | Costs are manageable
NA | Ethical concerns
NA | Software Development | Recognition from peers for your work
NA | I'm not sure | I have neither consider or transitioned into a new career or industry | 2 | null | Belgium | EUR European Euro | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | Yes, I use AI tools daily | Very favorable | Neither trust nor distrust | Good, but not great at handling complex tasks | Learning about a codebase;Documenting code;Debugging or fixing code;Testing code;Generating content or synthetic data;Creating or maintaining documentation | Project planning;Deployment and monitoring | null | Writing code;Committing and reviewing code;Predictive analytics;Search for answers;Learning new concepts or technologies | null | Debugging AI-generated code is more time-consuming;I’ve become less confident in my own problem-solving | null | Yes, I use AI agents at work daily | Yes, to a great extent | Software engineering | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 5 |
32,761 | 32,762 | 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 | 11 | Yes, I am not new to coding but am learning new coding techniques or programming language | Other online resources (e.g. standard search, forum, online community);Videos (not associated with specific online course or certification) | Yes, I learned how to use AI-enabled tools required for my job or to benefit my career | Colleague or on-the-job training | 12 | Developer, front-end | 5,000 to 9,999 employees | Individual contributor | Hybrid (some remote, leans heavy to in-person) | Yes, I influenced the purchase of a substantial addition to the tech stack | Work | null | null | Software Development | null | Yes | I have neither consider or transitioned into a new career or industry | 20 | 10 | Ukraine | UAH Ukrainian hryvnia | 3,500,000 | Yes | Bash/Shell (all shells);HTML/CSS;JavaScript;TypeScript | null | null | NA
NA | Yes | Cloud Firestore;Firebase Realtime Database | null | null | NA
NA | No | null | null | null | NA
NA | Yes | React | null | null | NA
NA | Yes | Cursor;IntelliJ IDEA;WebStorm;Windsurf | null | null | NA
NA | null | null | null | null | null | MacOS | MacOS | Confluence;GitHub;Jira;Monday.com;Notion | null | null | NA
NA | Stack Overflow;Reddit;GitHub (public projects, not private repos);YouTube;LinkedIn;Medium | null | null | NA
NA | Yes | openAI GPT (chatbot models) | null | null | NA
NA | null | null | null | null | null | null | null | null | Yes, I use AI tools daily | Indifferent | Neither trust nor distrust | Good, but not great at handling complex tasks | Learning about a codebase;Writing code;Debugging or fixing code;Committing and reviewing code;Search for answers;Creating or maintaining documentation;Learning new concepts or technologies | Project planning;Deployment and monitoring;Predictive analytics | Testing code;Generating content or synthetic data | Documenting code | null | null | I don’t use it | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 83,882 | 7 |
32,762 | 32,763 | I am not primarily a developer, but I write code sometimes as part of my work/studies | 25-34 years old | Associate degree (A.A., A.S., etc.) | Independent contractor, freelancer, or self-employed | Engaged in paid work (less than 10 hours per week) | 1 | Yes, I am not new to coding but am learning new coding techniques or programming language | Other online resources (e.g. standard search, forum, online community);Books / Physical media;Videos (not associated with specific online course or certification);Stack Overflow or Stack Exchange;Technical documentation (is generated for/by the tool or system);AI CodeGen tools or AI-enabled apps;Colleague or on-the-job... | Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies | AI CodeGen tools or AI-enabled apps;Technical documentation (is generated for/by the tool or system);Videos (not associated with specific online course or certification);Other online resources (e.g. standard search, forum, online community);Colleague or on-the-job training;Online Courses or Certification (includes all ... | 1 | DevOps engineer or professional | Just me - I am a freelancer, sole proprietor, etc. | 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 | Personal Project | AI integration or AI Agent capabilities
NA | Availability of better alternatives
NA | Banking/Financial Services | null | Yes | I have somewhat considered changing my career and/or the industry I work in | 1 | null | Malaysia | USD United States dollar | null | Yes | Assembly;Bash/Shell (all shells);C#;COBOL;Dart;Delphi;Elixir;Erlang;F#;Fortran;GDScript;Go;Groovy;HTML/CSS;Java;JavaScript;Kotlin;Lisp;MicroPython;OCaml;Perl;PHP;Python;R;Ruby;Rust;Scala;SQL;Swift;TypeScript;Zig;Mojo;Gleam | Ada;C;C++;F#;Fortran;GDScript;Go;Groovy;HTML/CSS;Java;Kotlin;Lisp;Lua;MATLAB;PowerShell;Prolog;VBA;Visual Basic (.Net) | F#;Fortran;GDScript;Go;Groovy;HTML/CSS;Java;Kotlin;Lisp | NA
NA | Yes | BigQuery;Cassandra;Cloud Firestore | null | null | NA
NA | Yes | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
32,763 | 32,764 | I am a developer by profession | 25-34 years old | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Employed | None of the above | 10 | 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);Blogs or podcasts | 14 | Developer, full-stack | 100 to 499 employees | People manager | In-person | No | null | null | null | Software Development | Collaboration and support from a team
NA | No | I have neither consider or transitioned into a new career or industry | null | null | Republic of North Macedonia | MKD Macedonian denar | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | Yes | Daily or almost daily | Between 10 and 15 years | null | null | null | Yes, somewhat | null | Yes, I use AI tools daily | Favorable | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 10 |
32,764 | 32,765 | I am a developer by profession | 45-54 years old | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Employed | None of the above | 24 | No, I am not new to coding and did not learn new coding techniques or programming languages | null | No, I learned something that was not related to AI or AI enablement as required for my job or to benefit my career | null | 35 | Architect, software or solutions | 20 to 99 employees | Individual contributor | Hybrid (some in-person, leans heavy to flexibility) | No | Work | Robust and complete API
NA | Prohibitive pricing
NA | Software Development | Innovation through solving challenging and complex problems
NA | I'm not sure | I have neither consider or transitioned into a new career or industry | null | null | United Kingdom of Great Britain and Northern Ireland | GBP Pound sterling | 117,000 | Yes | C#;PowerShell;Ruby;SQL | C#;JavaScript;Ruby;SQL;TypeScript | C#;Ruby;SQL | NA
NA | Yes | Microsoft SQL Server;MySQL;SQLite | Microsoft SQL Server;SQLite | Microsoft SQL Server;SQLite | NA
NA | Yes | Cloudflare;Microsoft Azure;MSBuild;NuGet | Cloudflare;Microsoft Azure | Cloudflare;Microsoft Azure | NA
NA | Yes | AngularJS;ASP.NET;ASP.NET Core;jQuery;Ruby on Rails | ASP.NET Core;Ruby on Rails | ASP.NET Core;Ruby on Rails | NA
NA | Yes | Notepad++;Visual Studio;Visual Studio Code | Visual Studio;Visual Studio Code | Visual Studio;Visual Studio Code | NA
NA | null | null | null | null | null | Windows;Ubuntu;Windows Subsystem for Linux (WSL);Debian;Linux (non-WSL) | Windows | Azure Devops;GitHub | GitHub;Obsidian | GitHub | NA
NA | Stack Overflow;Reddit;Hacker News;GitHub (public projects, not private repos) | Stack Overflow;Reddit;Hacker News;GitHub (public projects, not private repos) | Stack Overflow;Reddit;Hacker News;GitHub (public projects, not private repos) | NA
NA | No | null | null | null | NA
NA | Yes | Daily or almost daily | More than 15 years, or since Stack Overflow started in 2008 | Less than once per month or monthly | null | Browse content related to Q&A posts I recently viewed
NA | No, not really | Rarely, almost never | Yes, I use AI tools monthly or infrequently | Unfavorable | Neither trust nor distrust | I don't use AI tools for complex tasks / I don't know | Search for answers | Learning about a codebase;Project planning;Writing code;Documenting code;Debugging or fixing code;Testing code;Committing and reviewing code;Deployment and monitoring;Predictive analytics;Generating content or synthetic data;Creating or maintaining documentation;Learning new concepts or technologies;Other (write in): | null | null | null | I don’t use AI tools regularly | No | No, and I don't plan to | Not at all or minimally | null | null | null | null | null | null | null | Integrating AI agents with my existing tools and workflows can be difficult.;The cost of using certain AI agent platforms is a barrier. | My company's IT and/or InfoSec teams have strict rules that do not allow me to use AI agent tools or platforms | null | I am concerned about the accuracy of the information provided by AI agents.;It takes significant time and effort to learn how to use AI agents effectively.;I have concerns about the security and privacy of data when using AI agents.;Write in the most significant challenge if not listed above: | null | null | null | null | null | null | null | null | null | When I need help fixing complex or unfamiliar code | null | 159,286 | 7 |
32,765 | 32,766 | I am a developer by profession | 35-44 years old | Some college/university study without earning a degree | Employed | Engaged in paid work (20-29 hours per week);Attending school (part-time) | null | Yes, I am not new to coding but am learning new coding techniques or programming language | Other online resources (e.g. standard search, forum, online community);Books / Physical media;Videos (not associated with specific online course or certification);Stack Overflow or Stack Exchange;Technical documentation (is generated for/by the tool or system) | Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies | Videos (not associated with specific online course or certification) | 10 | Developer, back-end | 10,000 or more employees | Individual contributor | Your choice (very flexible, you can come in when you want or just as needed) | No | Personal Project | Costs are manageable
NA | Prohibitive pricing
NA | Banking/Financial Services | Solving real-world problems
NA | No | I have transitioned into a new career and/or industry voluntarily | 12 | 5 | Brazil | BRL Brazilian real | 60,000 | Yes | C#;GDScript;HTML/CSS;Java;JavaScript;TypeScript | C#;COBOL;Dart;Java;JavaScript;Kotlin;PowerShell;TypeScript | C#;Java;JavaScript;TypeScript | NA
NA | Yes | Microsoft SQL Server;SQLite | Oracle | null | NA
NA | No | null | null | null | NA
NA | Yes | Angular;ASP.NET Core;Node.js;Spring Boot | Angular;Spring Boot | Angular;Spring Boot | NA
NA | Yes | Android Studio;IntelliJ IDEA;Visual Studio Code | null | null | NA
NA | null | null | null | null | null | Ubuntu | Windows | Azure Devops;GitHub | Azure Devops;GitHub | Azure Devops;GitHub | NA
NA | Stack Overflow;Reddit;Hacker News;YouTube;Medium | Stack Overflow;Reddit;YouTube;Medium | Stack Overflow;Reddit;YouTube;Medium | NA
NA | No | null | null | null | NA
NA | Not sure/can't remember | A few times per week | Between 5 and 10 years | I have never participated in Q&A on Stack Overflow | Chat (people);Coding challenges | null | null | null | No, but I plan to soon | Unfavorable | Highly distrust | Very poor at handling complex tasks | null | Learning about a codebase;Writing code;Deployment and monitoring;Creating or maintaining documentation;Learning new concepts or technologies | Project planning;Debugging or fixing code;Testing code;Committing and reviewing code;Predictive analytics;Search for answers;Generating content or synthetic data | Documenting code | null | Debugging AI-generated code is more time-consuming;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 | It takes significant time and effort to learn how to use AI agents effectively. | My company's IT and/or InfoSec teams have strict rules that do not allow me to use AI agent tools or platforms | I am concerned about the accuracy of the information provided by AI agents.;The cost of using certain AI agent platforms is a barrier.;I have concerns about the security and privacy of data when using AI agents. | Integrating AI agents with my existing tools and workflows can be difficult. | null | null | null | null | null | null | null | null | null | When I don’t trust AI’s answers;When I want to 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 | Problem solving | 10,922 | 9 |
32,766 | 32,767 | I am a developer by profession | 35-44 years old | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Not employed | None of the above | 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);Other online resources (e.g. standard search, forum, online community);Books / Physical media;Videos (not associated with specific online course or certification);Stack Overflow or Stack Exchange;Technical documentation (is generated for/by the tool or system) | No, I didn't spend time learning in the past year | null | 9 | Developer, back-end | null | null | null | null | Personal Project | Connected to an open-source project
NA | Prohibitive pricing
NA | null | You like your manager
NA | Yes | I have neither consider or transitioned into a new career or industry | null | null | Canada | CAD Canadian dollar | null | Yes | Scala;SQL | Scala;SQL | Scala;SQL | NA
NA | Yes | Elasticsearch;MySQL;PostgreSQL | Elasticsearch;MySQL;PostgreSQL | Elasticsearch;MySQL;PostgreSQL | NA
NA | Yes | Amazon Web Services (AWS);Ansible;Docker;Kubernetes;Terraform | Amazon Web Services (AWS);Ansible;Docker;Kubernetes;Terraform | Amazon Web Services (AWS);Ansible;Docker;Kubernetes;Terraform | NA
NA | No | null | null | null | NA
NA | No | null | null | null | NA
NA | null | null | null | null | null | MacOS;Ubuntu | MacOS;Ubuntu | GitHub;Jira | GitHub;Jira | GitHub;Jira | NA
NA | Stack Overflow | Stack Overflow | Stack Overflow | NA
NA | No | null | null | null | NA
NA | No | Daily or almost daily | Between 5 and 10 years | null | null | null | null | null | No, and I don't plan to | Indifferent | Neither trust nor distrust | I don't use AI tools for complex tasks / I don't know | null | null | null | null | null | I don’t use AI tools regularly | null | No, and I don't plan to | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | When I want to fully understand something | null | null | 10 |
32,767 | 32,768 | 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) | 17 | Yes, I am not new to coding but am learning new coding techniques or programming language | Other online resources (e.g. standard search, forum, online community);Books / Physical media;Videos (not associated with specific online course or certification);Stack Overflow or Stack Exchange;Technical documentation (is generated for/by the tool or system);AI CodeGen tools or AI-enabled apps;Blogs or podcasts;Games... | Yes, I learned how to use AI-enabled tools required for my job or to benefit my career | Videos (not associated with specific online course or certification);Other online resources (e.g. standard search, forum, online community);Blogs or podcasts | 17 | Developer, back-end | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
32,768 | 32,769 | I am a developer by profession | 18-24 years old | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Employed | Engaged in paid work (less than 10 hours per week) | 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;AI CodeGen tools or AI-enabled apps;Colleague or on-the-job training | Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies | AI CodeGen tools or AI-enabled apps;Videos (not associated with specific online course or certification);Online Courses or Certification (includes all media types) | 6 | Developer, desktop or enterprise applications | 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 | Reputation for quality
NA | Prohibitive pricing
NA | Banking/Financial 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 |
32,769 | 32,770 | I am a developer by profession | 25-34 years old | Master’s degree (M.A., M.S., M.Eng., MBA, etc.) | Independent contractor, freelancer, or self-employed | Engaged in paid work (20-29 hours per week) | 7 | Yes, I am not new to coding but am learning new coding techniques or programming language | Other online resources (e.g. standard search, forum, online community);Books / Physical media;Videos (not associated with specific online course or certification);Technical documentation (is generated for/by the tool or system);Blogs or podcasts | Yes, I learned how to use AI-enabled tools required for my job or to benefit my career | Videos (not associated with specific online course or certification);Online Courses or Certification (includes all media types);Books / Physical media | 10 | Developer, full-stack | Less than 20 employees | People manager | 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 | Customizable and manageable codebase
NA | Ethical concerns
NA | Software Development | null | I'm not sure | I have somewhat considered changing my career and/or the industry I work in | 10 | 10 | Cameroon | XAF Central African CFA franc | null | Yes | Bash/Shell (all shells);HTML/CSS;JavaScript;Kotlin;PHP;Python;TypeScript | Bash/Shell (all shells);Dart | Bash/Shell (all shells) | NA
NA | Yes | MariaDB;MongoDB;MySQL | null | null | NA
NA | Yes | Amazon Web Services (AWS);Ansible;APT;Composer;Docker;Gradle;Homebrew;Kubernetes;npm;pnpm;Terraform;Yarn | null | null | NA
NA | Yes | Laravel;Next.js;Node.js;React;WordPress | null | null | NA
NA | Yes | Android Studio;IntelliJ IDEA;Jupyter Notebook/JupyterLab;Notepad++;Vim;Visual Studio Code | null | null | NA
NA | Shadcn/ui | Large Language Model;Ollama | null | null | null | Windows;MacOS;Ubuntu;Android;iOS;Linux (non-WSL) | null | GitHub;GitLab | null | null | NA
NA | Stack Overflow;Discord;YouTube;LinkedIn | null | null | NA
NA | No | null | null | null | NA
NA | Yes | A few times per week | Between 3 and 5 years | Infrequently, less than once per year | Long-form articles;Videos | Directly open a Q&A post via search, documentation or a peer
NA | Neutral | Less than half of the time | Yes, I use AI tools monthly or infrequently | Favorable | Neither trust nor distrust | Good, but not great at handling complex tasks | Writing code;Debugging or fixing code;Search for answers | Learning about a codebase;Project planning;Testing code;Deployment and monitoring;Creating or maintaining documentation | Documenting code;Committing and reviewing code;Learning new concepts or technologies | null | Generating content or synthetic data | It’s hard to understand how or why the code works | more and more | No, but I plan to | Yes, somewhat | null | null | null | null | null | null | null | Integrating AI agents with my existing tools and workflows can be difficult.;It takes significant time and effort to learn how to use AI agents effectively.;My company's IT and/or InfoSec teams have strict rules that do not allow me to use AI agent tools or platforms | null | null | I am concerned about the accuracy of the information provided by AI agents.;The cost of using certain AI agent platforms is a barrier.;I have concerns about the security and privacy of data when using AI agents. | null | null | null | null | null | null | null | null | null | When I have ethical or security concerns about code | handling of specials cases | null | 7 |
32,770 | 32,771 | I am a developer by profession | 35-44 years old | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Employed | Engaged in paid work (20-29 hours per week) | 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);Books / Physical media;Videos (not associated with specific online course or certification);Stack Overflow or Stack Exchange;AI CodeGen tools or AI-enabled apps;Games or coding challenges | Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies | Online Courses or Certification (includes all media types) | 7 | Other (please specify): | 10,000 or more employees | Individual contributor | Hybrid (some remote, leans heavy to in-person) | No | Work | Reputation for quality
NA | Prohibitive pricing
NA | Transportation, or Supply Chain | Expert mentors
NA | Yes | I have somewhat considered changing my career and/or the industry I work in | 8 | 5 | Australia | AUD Australian dollar | null | Yes | Bash/Shell (all shells);C#;HTML/CSS;Java;JavaScript;Lisp;Lua;PHP;PowerShell;Python;SQL | null | null | clojure
NA | Yes | IBM DB2;MariaDB;MongoDB;SQLite | null | null | NA
NA | Yes | Docker;npm | null | null | NA
NA | Yes | AngularJS;NestJS | null | null | NA
NA | Yes | Eclipse;Notepad++;Visual Studio Code | null | null | NA
NA | null | null | null | null | null | Windows;Windows Subsystem for Linux (WSL) | Linux (non-WSL) | null | null | null | NA
NA | Stack Overflow;Stack Exchange | null | null | NA
NA | No | null | null | null | NA
NA | Yes | A few times per month or weekly | Between 3 and 5 years | Less than once per month or monthly | Long-form articles;Videos;Lists of recommendations (tools, frameworks, technologies, etc.);Day-in-the-life profiles/interviews with experts | Read and/or vote on comments for a Question or Answer I am interested in
NA | Yes, somewhat | I don't use AI or AI-enabled tools | Yes, I use AI tools monthly or infrequently | Unfavorable | Somewhat distrust | Neither good or bad at handling complex tasks | Learning about a codebase;Search for answers | Project planning;Debugging or fixing code;Creating or maintaining documentation | Writing code;Generating content or synthetic data | Documenting code;Learning new concepts or technologies | null | Debugging AI-generated code is more time-consuming;I don’t use AI tools regularly | No. | No, and I don't plan to | Not at all or minimally | null | null | null | null | null | null | null | 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 se... | 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 | tacit or intuitive experience in being able to make correct human decision's in code implementation. Code is still nuianced and requires creative thought and holisitc view in reasoning why/what/how the software should work in the real world. | null | 7 |
32,771 | 32,772 | 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) | 9 | Yes, I am not new to coding but am learning new coding techniques or programming language | Online Courses or Certification (includes all media types);Stack Overflow or Stack Exchange;Colleague or on-the-job training | Yes, I learned how to use AI-enabled tools required for my job or to benefit my career | Online Courses or Certification (includes all media types);Stack Overflow or Stack Exchange | 10 | Developer, front-end | 20 to 99 employees | Individual contributor | In-person | Yes, I endorsed a tool that was ultimately not purchased or used at my organization | Work | Good brand and public image
NA | Prohibitive pricing
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 | 7 | 3 | Italy | EUR European Euro | null | Yes | HTML/CSS;JavaScript;Visual Basic (.Net) | HTML/CSS;JavaScript | HTML/CSS;JavaScript | NA
NA | Yes | Microsoft SQL Server | Microsoft SQL Server | Microsoft SQL Server | NA
NA | Yes | null | null | null | third party one
NA | Yes | React | Next.js;React | React | NA
NA | Yes | Visual Studio Code | Visual Studio Code | Visual Studio Code | NA
NA | Google Gemini | Google Gemini | Google Gemini | null | null | null | Windows;Android | GitLab;Jira | GitLab;Jira | GitLab;Jira | NA
NA | Stack Overflow;Company-sponsored forums | Stack Overflow | Stack Overflow | NA
NA | Yes | Gemini (Pro Reasoning models);openAI GPT (chatbot models) | Gemini (Pro Reasoning models) | Gemini (Pro Reasoning models) | NA
NA | Not sure/can't remember | Daily or almost daily | Between 10 and 15 years | I have never participated in Q&A on Stack Overflow | Message Boards;Videos;Chat (bot/AI) | null | null | null | Yes, I use AI tools monthly or infrequently | Favorable | Somewhat distrust | Bad at handling complex tasks | Debugging or fixing code;Search for answers;Learning new concepts or technologies | Project planning;Documenting code;Testing code;Deployment and monitoring;Predictive analytics;Creating or maintaining documentation | Learning about a codebase | Writing code;Committing and reviewing code;Generating content or synthetic data | null | AI solutions that are almost right, but not quite;Debugging AI-generated code is more time-consuming | I generate software from LLM prompts but it alwys gets heavly filtered by me | No, and I don't plan to | Not at all or minimally | null | null | null | null | null | null | null | null | My company's IT and/or InfoSec teams have strict rules that do not allow me to use AI agent tools or platforms | I am concerned about the accuracy of the information provided by AI agents.;Integrating AI agents with my existing tools and workflows can be difficult. | It takes significant time and effort to learn how to use AI agents effectively.;The cost of using certain AI agent platforms is a barrier.;I have concerns about the security and privacy of data when using AI agents. | null | null | null | null | null | null | null | null | null | When I don’t trust AI’s answers;When I want to fully understand something;When I want to learn best practices;When I want to compare different solutions;When I have ethical or security concerns about code;When I need quick help troubleshooting | Hard skills on code with little to no information in the net, problem solving, client relations | null | 8 |
32,772 | 32,773 | 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 |
32,773 | 32,774 | 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) | 5 | 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;Coding Bootcamp | Yes, I learned how to use AI-enabled tools required for my job or to benefit my career | Technical documentation (is generated for/by the tool or system);Other online resources (e.g. standard search, forum, online community);Stack Overflow or Stack Exchange | 4 | Developer, front-end | 20 to 99 employees | People manager | Hybrid (some remote, leans heavy to in-person) | Yes, I endorsed a tool that was open-source and is currently used by more than just myself but no purchase was made | Personal Project | Robust and complete API
NA | Prohibitive pricing
NA | Software Development | You like your manager
NA | No | I have somewhat considered changing my career and/or the industry I work in | null | null | India | INR Indian rupee | null | Yes | C;C++;HTML/CSS;Java;JavaScript;PHP;PowerShell;Ruby;Scala;TypeScript | null | null | NA
NA | Yes | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | Yes | Daily or almost daily | Between 3 and 5 years | Infrequently, less than once per year | Coding challenges | null | Neutral | 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;Project planning;Writing code;Documenting code;Testing code;Committing and reviewing code;Deployment and monitoring;Predictive analytics;Search for answers;Generating content or synthetic data;Creating or maintaining documentation;Learning new concepts or technologies | null | null | Debugging or fixing code | null | Debugging AI-generated code is more time-consuming | null | Yes, I use AI agents at work monthly or infrequently | Not at all or minimally | Decision intelligence;IT operations;Data and analytics | null | Write in the most significant benefit if not listed above. | AI agents have increased my productivity.;AI agents have helped me automate repetitive tasks.;AI agents have improved the quality of my code.;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 spen... | null | null | null | I am concerned about the accuracy of the information provided by AI agents. | 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 Info... | null | GitHub MCP Server;ChromaDB | null | Zapier | null | Honeycomb;Adversarial Robustness Toolbox (ART) | null | ChatGPT;GitHub Copilot;Google Gemini;Auto-GPT;Blackbox AI;Lovable.dev | null | When I want to fully understand something;When I need help fixing complex or unfamiliar code | null | null | 9 |
32,774 | 32,775 | I am a developer by profession | 25-34 years old | Master’s degree (M.A., M.S., M.Eng., MBA, etc.) | Employed | None of the above | 8 | Yes, I am not new to coding but am learning new coding techniques or programming language | Other online resources (e.g. standard search, forum, online community);Stack Overflow or Stack Exchange;Technical documentation (is generated for/by the tool or system);Colleague or on-the-job training;Blogs or podcasts | Yes, I learned how to use AI-enabled tools required for my job or to benefit my career | Technical documentation (is generated for/by the tool or system);Other online resources (e.g. standard search, forum, online community) | 13 | Developer, front-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 | Reliability and low latency
NA | Availability of better alternatives
NA | Higher Education | Autonomy and trust to manage your own tasks
NA | No | I have somewhat considered changing my career and/or the industry I work in | 10 | null | France | EUR European Euro | 80,000 | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | Yes | Multiple times per day | Between 5 and 10 years | I have never participated in Q&A on Stack Overflow | Long-form articles;Lists of recommendations (tools, frameworks, technologies, etc.);Day-in-the-life profiles/interviews with experts | 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 | Very favorable | Neither trust nor distrust | Bad at handling complex tasks | Generating content or synthetic data;Creating or maintaining documentation | Project planning;Deployment and monitoring;Predictive analytics;Learning new concepts or technologies | Writing code;Debugging or fixing code;Search for answers | Learning about a codebase;Testing code;Committing and reviewing code | Documenting code | It’s hard to understand how or why the code works | no | Yes, I use AI agents at work monthly or infrequently | Yes, somewhat | Software engineering;Business process automation;Data and analytics;Customer service support | null | AI agents have helped me automate repetitive tasks.;AI agents have reduced the time spent on specific development tasks. | AI agents have increased my productivity.;AI agents have improved the quality of my code.;AI agents have accelerated my learning about new technologies or codebases.;AI agents have improved collaboration within my team.;Write in the most significant benefit if not listed above. | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 92,812 | 8 |
32,775 | 32,776 | I am learning to code | 18-24 years old | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Student | None of the above | null | Yes, I am not new to coding but am learning new coding techniques or programming language | 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 | No, I didn't spend time learning in the past year | null | 6 | Developer, full-stack | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
32,776 | 32,777 | I am a developer by profession | 25-34 years old | Some college/university study without earning a degree | Student | Engaged in paid work (20-29 hours per week);Attending school (full-time) | 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);School (i.e., University, College, etc) | No, I didn't spend time learning in the past year | null | 5 | Student | I don’t know | People manager | Your choice (very flexible, you can come in when you want or just as needed) | No | null | Connected to an open-source project
NA | Security or privacy concerns
NA | Higher Education | null | null | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
32,777 | 32,778 | I am learning to code | 18-24 years old | Some college/university study without earning a degree | Not employed | Attending school (full-time) | null | Yes, I am new to coding or currently a student | Videos (not associated with specific online course or certification);School (i.e., University, College, etc) | No, I didn't spend time learning in the past year | null | 4 | Student | null | null | null | null | School | Robust and complete API
NA | Poor usability
NA | null | null | I'm not sure | I have somewhat considered changing my career and/or the industry I work in | null | null | Poland | PLN Polish zloty | null | Yes | Bash/Shell (all shells);C;C++;Java;JavaScript;Lua;MATLAB;Python;SQL;TypeScript;VBA | Bash/Shell (all shells);C;Go;Kotlin;PHP;Python;Ruby;Swift | Bash/Shell (all shells);C;Python | NA
NA | No | null | null | null | NA
NA | Yes | APT;Bun;Firebase;Homebrew;Maven (build tool);npm;Pacman;Pip;Vite | Bun;Composer;Docker;Homebrew;Kubernetes;Pacman | Bun;Homebrew;Pacman | NA
NA | Yes | Django;FastAPI;Node.js;Nuxt.js;React;Vue.js | Django;Laravel;Ruby on Rails;Symfony;WordPress | Django | NA
NA | No | null | null | null | NA
NA | Large Language Model | null | null | null | null | Windows;MacOS;Ubuntu;Android;iOS;Linux (non-WSL);Arch | Windows;Windows Subsystem for Linux (WSL);Linux (non-WSL) | GitHub;GitLab;Markdown File | GitHub;GitLab;Jira;Markdown File | GitHub;GitLab;Markdown File | NA
NA | Stack Overflow;Discord;YouTube | Stack Overflow;Discord;YouTube | Stack Overflow;Discord;YouTube | NA
NA | Yes | null | null | null | NA
NA | Not sure/can't remember | A few times per month or weekly | Between 1 and 3 years | Infrequently, less than once per year | null | Use discussion or chat feature
NA | No, not at all | Rarely, almost never | Yes, I use AI tools weekly | Unfavorable | Somewhat distrust | Bad at handling complex tasks | Writing code;Debugging or fixing code;Search for answers;Generating content or synthetic data;Learning new concepts or technologies | Learning about a codebase;Project planning;Documenting code;Testing code;Committing and reviewing code;Deployment and monitoring;Predictive analytics;Creating or maintaining documentation | null | null | null | AI solutions that are almost right, but not quite;Debugging AI-generated code is more time-consuming;I’ve become less confident in my own problem-solving | Only if I hate what I am working on | 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 pla... | 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 | null | Other (please specify): | Low level stuff, computer networks, dev tools | null | null |
32,778 | 32,779 | I am learning to code | 18-24 years old | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Student | Attending school (full-time) | 1 | Yes, I am not new to coding but am learning new coding techniques or programming language | null | 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 |
32,779 | 32,780 | I am a developer by profession | 25-34 years old | Master’s degree (M.A., M.S., M.Eng., MBA, etc.) | Employed | Engaged in paid work (20-29 hours per week) | 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) | No, I learned something that was not related to AI or AI enablement as required for my job or to benefit my career | null | 10 | Developer, embedded applications or devices | 20 to 99 employees | Individual contributor | In-person | Yes, I influenced the purchase of a substantial addition to the tech stack | Work | Costs are manageable
NA | Security or privacy concerns
NA | Manufacturing | Solving real-world problems
NA | No | I have somewhat considered changing my career and/or the industry I work in | 3 | 1 | Ireland | EUR European Euro | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | No, and I don't plan to | Indifferent | Neither trust nor distrust | I don't use AI tools for complex tasks / I don't know | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 10 |
32,780 | 32,781 | I am a developer by profession | 18-24 years old | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Employed | None of the above | 3 | Yes, I am not new to coding but am learning new coding techniques or programming language | Other online resources (e.g. standard search, forum, online community);Videos (not associated with specific online course or certification);Technical documentation (is generated for/by the tool or system);Blogs or podcasts;School (i.e., University, College, etc) | Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies | 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 | 5 | Developer, full-stack | 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 |
32,781 | 32,782 | I am a developer by profession | 45-54 years old | Professional degree (JD, MD, Ph.D, Ed.D, etc.) | Employed | None of the above | 20 | Yes, I am not new to coding but am learning new coding techniques or programming language | Online Courses or Certification (includes all media types) | Yes, I learned how to use AI-enabled tools required for my job or to benefit my career | Videos (not associated with specific online course or certification);Online Courses or Certification (includes all media types) | 20 | Engineering manager | 1,000 to 4,999 employees | People manager | Remote | Yes, I influenced the purchase of a substantial addition to the tech stack | Work | Easy-to-use API
NA | Prohibitive pricing
NA | Fintech | Recognition from peers for your work
NA | No | I have transitioned into a new career and/or industry voluntarily | null | null | Brazil | BRL Brazilian real | 300,000 | Yes | Bash/Shell (all shells);C;C++;GDScript;Go;HTML/CSS;JavaScript;PHP;Python;SQL;TypeScript | Bash/Shell (all shells);C;C++;GDScript;Go;HTML/CSS;JavaScript;Python;Rust;SQL;TypeScript | Bash/Shell (all shells);C;C++;GDScript;Go;HTML/CSS;JavaScript;Python;SQL;TypeScript | NA
NA | Yes | Dynamodb;InfluxDB;MongoDB;MySQL;PostgreSQL;Redis | Elasticsearch;MongoDB;MySQL;PostgreSQL;Redis | MongoDB;MySQL;PostgreSQL;Redis | NA
NA | Yes | Amazon Web Services (AWS);APT;Cloudflare;Composer;Datadog;Docker;Google Cloud;Homebrew;Kubernetes;Make;Maven (build tool);npm;Pacman;Pip;Terraform;Yarn | Amazon Web Services (AWS);APT;Composer;Datadog;Docker;Homebrew;Kubernetes;Make;Pip;Yarn | Amazon Web Services (AWS);APT;Composer;Datadog;Docker;Homebrew;Kubernetes;Make;Pip;Yarn | NA
NA | Yes | Angular;Next.js;React | Next.js;React | Next.js;React | NA
NA | Yes | Claude Code;IntelliJ IDEA;Nano;PhpStorm;PyCharm;WebStorm | Claude Code;Cursor;IntelliJ IDEA;Nano;PhpStorm;PyCharm;WebStorm | Claude Code;IntelliJ IDEA;Nano;PhpStorm;PyCharm;WebStorm | NA
NA | null | null | null | null | null | MacOS;Android | Android;iOS;Linux (non-WSL) | Confluence;GitHub;Google Workspace;Jira;Markdown File;Miro;Obsidian | Confluence;GitHub;Google Workspace;Jira;Markdown File;Miro;Obsidian | Confluence;GitHub;Google Workspace;Jira;Markdown File;Miro;Obsidian | NA
NA | Stack Overflow;Stack Exchange;Reddit;Dev.to;Hacker News;GitHub (public projects, not private repos);YouTube;LinkedIn;Substack;Medium | Stack Overflow;Stack Exchange;Discord;Reddit;Dev.to;Hacker News;GitHub (public projects, not private repos);YouTube;LinkedIn;Substack;Medium | Stack Overflow;Stack Exchange;Reddit;Dev.to;Hacker News;GitHub (public projects, not private repos);YouTube;LinkedIn;Substack;Medium | NA
NA | Yes | Anthropic: Claude Sonnet;Gemini (Pro Reasoning models);openAI GPT (chatbot models);openAI Reasoning models | Anthropic: Claude Sonnet;Gemini (Pro Reasoning models);openAI GPT (chatbot models);openAI Reasoning models | Anthropic: Claude Sonnet;Gemini (Pro Reasoning models);openAI GPT (chatbot models);openAI Reasoning models | NA
NA | Yes | A few times per week | Between 5 and 10 years | Infrequently, less than once per year | Chat (people);Videos;Direct messaging of users;Chat (bot/AI) | Directly open a Q&A post via search, documentation or a peer
NA | No, not really | Less than half of the time | Yes, I use AI tools daily | Very favorable | Neither trust nor distrust | Neither good or bad at handling complex tasks | Learning about a codebase;Documenting code;Debugging or fixing code;Committing and reviewing code;Predictive analytics;Search for answers;Generating content or synthetic data;Creating or maintaining documentation | Project planning;Deployment and monitoring | null | Writing code;Testing code;Learning new concepts or technologies;Other (write in): | null | AI solutions that are almost right, but not quite;Debugging AI-generated code is more time-consuming | null | Yes, I use AI agents at work daily | Yes, somewhat | Software engineering;Marketing | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 54,611 | 10 |
32,782 | 32,783 | 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.) | 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);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 | 11 | Developer, full-stack | 20 to 99 employees | Individual contributor | Your choice (very flexible, you can come in when you want or just as needed) | Yes, I endorsed a tool that was ultimately not purchased or used at my organization | Work | Reputation for quality
NA | Availability of better alternatives
NA | Software Development | Autonomy and trust to manage your own tasks
NA | No | I have neither consider or transitioned into a new career or industry | 6 | 2 | United Kingdom of Great Britain and Northern Ireland | GBP Pound sterling | 69,000 | Yes | Bash/Shell (all shells);HTML/CSS;JavaScript;Ruby;SQL;TypeScript | Bash/Shell (all shells);HTML/CSS;JavaScript;Ruby;Rust;SQL;TypeScript | Bash/Shell (all shells);HTML/CSS;JavaScript;Ruby;SQL;TypeScript | NA
NA | Yes | Elasticsearch;MongoDB;MySQL;Redis | MySQL;Redis;Clickhouse | MySQL;Redis | NA
NA | Yes | Amazon Web Services (AWS);Cargo;Docker;Google Cloud;Homebrew;New Relic;npm;pnpm;Prometheus;Webpack;Yarn | Amazon Web Services (AWS);Cargo;Docker;Google Cloud;Homebrew;New Relic;npm;pnpm;Terraform;Vite | Amazon Web Services (AWS);Cargo;Docker;Google Cloud;Homebrew;New Relic;npm;pnpm | NA
NA | Yes | jQuery;Node.js;React;Ruby on Rails | Node.js;React;Ruby on Rails | Node.js;React;Ruby on Rails | NA
NA | Yes | Visual Studio Code;Zed | Vim;WebStorm;Zed | Zed | NA
Lazyvim | null | null | null | null | null | Windows;MacOS | MacOS | Confluence;GitHub;Google Workspace;Linear;Lucid (includes Lucidchart);Notion | Confluence;GitHub;Google Workspace;Linear | Confluence;GitHub;Google Workspace;Linear | NA
NA | Stack Overflow;Reddit;GitHub (public projects, not private repos);YouTube;LinkedIn;Medium | Reddit;GitHub (public projects, not private repos);YouTube;LinkedIn;Medium | Reddit;GitHub (public projects, not private repos);YouTube;LinkedIn;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 10 and 15 years | Infrequently, less than once per year | 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 | No, not really | Less than half of the time | Yes, I use AI tools daily | Favorable | Somewhat distrust | Bad at handling complex tasks | Debugging or fixing code;Testing code;Search for answers;Generating content or synthetic data | Project planning;Documenting code;Committing and reviewing code;Deployment and monitoring;Predictive analytics;Learning new concepts or technologies | Learning about a codebase;Writing code;Creating or maintaining documentation | null | null | AI solutions that are almost right, but not quite;I’ve become less confident in my own problem-solving | Not at all | No, I use AI exclusively in copilot/autocomplete mode | Yes, somewhat | null | null | null | AI agents have accelerated my learning about new technologies or codebases.;AI agents have reduced the time spent on specific development tasks. | AI agents have increased my productivity.;AI agents have helped me automate repetitive tasks.;AI agents have helped me solve complex problems more effectively. | null | AI agents have improved the quality of my code.;AI agents have improved collaboration within my team. | It takes significant time and effort to learn how to use AI agents effectively.;The cost of using certain AI agent platforms is a barrier. | Integrating AI agents with my existing tools and workflows can be difficult. | I am concerned about the accuracy of the information provided by AI agents.;I have concerns about the security and privacy of data when using AI agents. | My company's IT and/or InfoSec teams have strict rules that do not allow me to use AI agent tools or platforms | null | null | null | null | null | null | null | null | null | When I don’t trust AI’s answers;When I want to learn best practices;When I have ethical or security concerns about code;When I’m stuck and can’t explain the problem;When I need help fixing complex or unfamiliar code | Creativity in problem solving and architectural design. The human understanding of why something should be done instictively.
Writing code that makes intention clear and consise. AI often favours verbosity over clarity.
Being able to draw on experience to understand when the "standard" solution isn't actually the best ... | 93,938 | 10 |
32,783 | 32,784 | I am a developer by profession | 35-44 years old | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Employed | None of the above | 16 | 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 | 19 | Architect, software or solutions | 500 to 999 employees | People manager | Hybrid (some in-person, leans heavy to flexibility) | Yes, I endorsed a tool that was ultimately not purchased or used at my organization | Work | Reputation for quality
NA | Security or privacy concerns
NA | Government | Solving real-world problems
NA | No | I have neither consider or transitioned into a new career or industry | 25 | 15 | United States of America | USD United States dollar | 250,000 | Yes | Bash/Shell (all shells);Go;PowerShell;Python | Bash/Shell (all shells);C;Go;Rust;Zig | Bash/Shell (all shells);Go | NA
NA | No | null | null | null | NA
NA | Yes | Ansible;Digital Ocean;Docker;Homebrew;Kubernetes;Make;Microsoft Azure;Pip;Terraform | Ansible;Cargo;Digital Ocean;Docker;Homebrew;Kubernetes;Make;Microsoft Azure;Podman;Prometheus;Terraform | Ansible;Digital Ocean;Docker;Homebrew;Kubernetes;Make;Microsoft Azure;Terraform | NA
NA | No | null | null | null | NA
NA | Yes | Claude Code;Neovim;Vim;Visual Studio Code | Claude Code;Neovim;Vim | Claude Code;Neovim;Vim | NA
NA | Google Gemini;uv | uv | uv | null | null | MacOS;Android;Debian;NixOS | Windows;Ubuntu;Windows Subsystem for Linux (WSL);Linux (non-WSL) | Confluence;GitLab;Jira;Obsidian | GitHub;GitLab;Jira;Obsidian | GitLab;Jira;Obsidian | NA
NA | Stack Overflow;Stack Exchange;Reddit;GitHub (public projects, not private repos);LinkedIn | Stack Overflow;Stack Exchange;GitHub (public projects, not private repos) | Stack Overflow;Stack Exchange;GitHub (public projects, not private repos) | NA
NA | No | null | null | null | NA
NA | Yes | A few times per week | Between 10 and 15 years | Infrequently, less than once per year | Chat (people);Long-form articles;Lists of recommendations (tools, frameworks, technologies, etc.);Direct messaging of users;Chat (bot/AI) | Read and/or vote on comments for a Question or Answer I am interested in
NA | No, not really | Less than half of the time | Yes, I use AI tools monthly or infrequently | Indifferent | Highly distrust | Bad at handling complex tasks | Search for answers;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 | Learning about a codebase;Writing code | Generating content or synthetic data | null | AI solutions that are almost right, but not quite;I don’t use AI tools regularly | I use it occasionally, but not regularly. | No, and I don't plan to | Not at all or minimally | null | null | null | null | null | null | null | It takes significant time and effort to learn how to use AI agents effectively.;The cost of using certain AI agent platforms is a barrier. | I have concerns about the security and privacy of data when using AI agents. | I am concerned about the accuracy of the information provided by AI agents. | Integrating AI agents with my existing tools and workflows can be difficult.;My company's IT and/or InfoSec teams have strict rules that do not allow me to use AI agent tools or platforms | null | null | null | null | null | null | null | null | null | When I 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 | Architecture decisions | 250,000 | 7 |
32,784 | 32,785 | I am a developer by profession | 18-24 years old | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Student | Engaged in paid work (20-29 hours per week);Attending school (full-time) | 1 | Yes, I am new to coding or currently a student | Other online resources (e.g. standard search, forum, online community);Technical documentation (is generated for/by the tool or system);Colleague or on-the-job training;School (i.e., University, College, etc) | No, I learned something that was not related to AI or AI enablement as required for my job or to benefit my career | null | 6 | Student | 10,000 or more employees | Individual contributor | Hybrid (some remote, leans heavy to in-person) | No | School | Reliability and low latency
NA | Availability of better alternatives
NA | Transportation, or Supply Chain | You like your manager
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 | 8 |
32,785 | 32,786 | I am not primarily a developer, but I write code sometimes as part of my work/studies | 18-24 years old | Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.) | I prefer not to say | null | null | No, I am not new to coding and did not learn new coding techniques or programming languages | null | No, I learned something that was not related to AI or AI enablement for my personal curiosity and/or hobbies | null | 8 | Student | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
32,786 | 32,787 | 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) | 3 | Yes, I am not new to coding but am learning new coding techniques or programming language | Online Courses or Certification (includes all media types);Stack Overflow or Stack Exchange;Technical documentation (is generated for/by the tool or system);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);Colleague or on-the-job training;Online Courses or Certification (includes all media types);Stack Overflow or Stack Exchange | 7 | Developer, full-stack | 20 to 99 employees | People manager | In-person | Yes, I influenced the purchase of a substantial addition to the tech stack | Work | Robust and complete API
NA | Prohibitive pricing
NA | Software Development | Expert mentors
NA | No | I have neither consider or transitioned into a new career or industry | 4 | 3 | India | INR Indian rupee | 840,000 | Yes | Bash/Shell (all shells);HTML/CSS;JavaScript;PowerShell;Python;SQL;TypeScript | Bash/Shell (all shells);C;C++;Go;HTML/CSS;JavaScript;Python;SQL;TypeScript | Bash/Shell (all shells);HTML/CSS;JavaScript;Python;SQL;TypeScript | NA
NA | Yes | Cloud Firestore;Firebase Realtime Database;MariaDB;MongoDB;MySQL;PostgreSQL;Redis;SQLite;Valkey | Cloud Firestore;DuckDB;Elasticsearch;Firebase Realtime Database;MariaDB;MongoDB;MySQL;PostgreSQL;Redis;SQLite;Supabase;Valkey | Cloud Firestore;Firebase Realtime Database;MariaDB;MongoDB;MySQL;PostgreSQL;Redis;SQLite;Valkey | NA
NA | Yes | Amazon Web Services (AWS);APT;Bun;Composer;Docker;Firebase;Google Cloud;Gradle;Kubernetes;npm;Pip;pnpm;Vercel;Vite;Webpack;Yarn | APT;Bun;Composer;Docker;Firebase;Google Cloud;Gradle;Kubernetes;npm;Pip;pnpm;Vercel;Vite;Webpack;Yarn | APT;Bun;Composer;Docker;Firebase;Google Cloud;Gradle;Kubernetes;npm;Pip;pnpm;Vercel;Vite;Webpack;Yarn | NA
NA | Yes | Express;FastAPI;Flask;Next.js;Node.js;React;Vue.js | Deno;Express;FastAPI;Next.js;Node.js;React;Vue.js | Express;FastAPI;Next.js;Node.js;React;Vue.js | NA
NA | Yes | Claude Code;Cursor;Visual Studio Code;VSCodium;Windsurf | Bolt;Cursor;VSCodium | Cursor;VSCodium | NA
NA | Tailwind CSS 4;Google Gemini;Shadcn/ui | c++23;Tailwind CSS 4;Google Gemini;Shadcn/ui;visionOS | Tailwind CSS 4;Google Gemini;Shadcn/ui | null | null | Android;Fedora | Fedora | Clickup;GitHub;GitLab;Google Workspace;Jira;Markdown File;Notion;Trello | GitHub;GitLab;Google Workspace;Markdown File | GitHub;GitLab;Google Workspace;Markdown File | NA
NA | Stack Overflow;Stack Exchange;Reddit;Dev.to;Hacker News;GitHub (public projects, not private repos);YouTube;LinkedIn | Stack Overflow;Stack Exchange;Reddit;Dev.to;Hacker News;GitHub (public projects, not private repos);YouTube;LinkedIn | Stack Overflow;Stack Exchange;Reddit;Dev.to;Hacker News;GitHub (public projects, not private repos);YouTube;LinkedIn | NA
NA | Yes | Anthropic: Claude Sonnet;DeepSeek (R- Reasoning models);Gemini (Flash general purpose models);Gemini (Pro Reasoning models);Meta Llama (all models);Mistral AI models;openAI GPT (chatbot models);openAI Image generating models;openAI Reasoning models | Anthropic: Claude Sonnet;DeepSeek (R- Reasoning models);Gemini (Flash general purpose models);Gemini (Pro Reasoning models);Meta Llama (all models);Mistral AI models;openAI GPT (chatbot models);openAI Image generating models;openAI Reasoning models | Anthropic: Claude Sonnet;DeepSeek (R- Reasoning models);Gemini (Flash general purpose models);Gemini (Pro Reasoning models);Meta Llama (all models);Mistral AI models;openAI GPT (chatbot models);openAI Image generating models;openAI Reasoning models | NA
NA | Yes | A few times per week | Between 3 and 5 years | Infrequently, less than once per year | Long-form articles;Chat (bot/AI) | Directly open a Q&A post via search, documentation or a peer
NA | No, not really | More than half the time | Yes, I use AI tools daily | Favorable | Neither trust nor distrust | Good, but not great at handling complex tasks | Learning about a codebase;Writing code;Debugging or fixing code;Testing code;Committing and reviewing code;Predictive analytics;Search for answers | null | Deployment and monitoring;Generating content or synthetic data;Learning new concepts or technologies | Project planning | Documenting code;Creating or maintaining documentation | Debugging AI-generated code is more time-consuming;I’ve become less confident in my own problem-solving | I think maybe vibe coding can be a part of professional development work. But have to figure how new developers will learn properly so that can understand ai generated code | No, I use AI exclusively in copilot/autocomplete mode | Yes, somewhat | Software engineering;Customer service support | null | AI agents have increased my productivity.;AI agents have helped me automate repetitive tasks.;AI agents have improved the quality of my code.;AI agents have accelerated my learning about new technologies or codebases.;AI agents have helped me solve complex problems more effectively. | AI agents have reduced the time spent on specific development tasks.;AI agents have improved collaboration within my team. | null | null | null | null | null | 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 | 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 need help fixing complex or unfamiliar code;When I need quick help troubleshooting | Software development, architecture thinking, scalability patterns, planning, programming | 9,764 | 10 |
32,787 | 32,788 | I am a developer by profession | 45-54 years old | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Employed | None of the above | 32 | Yes, I am not new to coding but am learning new coding techniques or programming language | Other online resources (e.g. standard search, forum, online community);Videos (not associated with specific online course or certification);Technical documentation (is generated for/by the tool or system);AI CodeGen tools or AI-enabled apps;Blogs or podcasts;Games or coding challenges | Yes, I learned how to use AI-enabled tools required for my job or to benefit my career | AI CodeGen tools or AI-enabled apps;Technical documentation (is generated for/by the tool or system);Videos (not associated with specific online course or certification);Other online resources (e.g. standard search, forum, online community);Colleague or on-the-job training;Online Courses or Certification (includes all ... | 35 | Architect, software or solutions | 1,000 to 4,999 employees | Individual contributor | Your choice (very flexible, you can come in when you want or just as needed) | Yes, I influenced the purchase of a substantial addition to the tech stack | 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 |
32,788 | 32,789 | I am a developer by profession | 55-64 years old | Associate degree (A.A., A.S., etc.) | Employed | Caring for dependents (children, elderly, etc.) | 35 | 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);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 |
32,789 | 32,790 | I work with developers or my work supports developers but am not a developer by profession | 45-54 years old | Master’s degree (M.A., M.S., M.Eng., MBA, etc.) | Not employed | Caring for dependents (children, elderly, etc.) | 20 | Yes, I am not new to coding but am learning new coding techniques or programming language | Videos (not associated with specific online course or certification);Technical documentation (is generated for/by the tool or system);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 | 6 | Data or business analyst | null | null | null | null | Work | Reputation for quality
NA | Prohibitive pricing
NA | null | null | I'm not sure | I have strongly considered changing my career and/or the industry I work in | 10 | null | Germany | EUR European Euro | 100,000 | Yes | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 116,015 | null |
32,790 | 32,791 | 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 | Books / Physical media;Stack Overflow or Stack Exchange;Technical documentation (is generated for/by the tool or system);AI CodeGen tools or AI-enabled apps | No, I learned something that was not related to AI or AI enablement as required for my job or to benefit my career | null | 16 | Developer, back-end | 1,000 to 4,999 employees | Individual contributor | Remote | No | Work | Connected to an open-source project
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 | 9 | 15 | France | EUR European Euro | 65,000 | Yes | Bash/Shell (all shells);Elixir;Erlang;Go;HTML/CSS;JavaScript;Ruby | Elixir;Rust;Gleam | Elixir | NA
NA | Yes | Elasticsearch;PostgreSQL | PostgreSQL | PostgreSQL | NA
NA | Yes | Docker;Kubernetes;npm;Prometheus;Webpack | Docker | Docker | NA
NA | Yes | Next.js;Phoenix;React;Ruby on Rails | Phoenix | Phoenix | NA
NA | Yes | Cursor;Visual Studio Code;Zed | Neovim | null | NA
NA | null | null | null | null | null | Windows;Ubuntu | MacOS | GitHub;GitLab;Google Workspace;Jira;Linear;Notion | GitHub;Linear | GitHub;Linear | NA
NA | Stack Overflow;Reddit | Stack Overflow;Reddit | Stack Overflow;Reddit | NA
NA | No | null | null | null | NA
NA | Yes | A few times per month or weekly | Between 10 and 15 years | I have never participated in Q&A on Stack Overflow | null | Use discussion or chat feature
NA | No, not at all | Rarely, almost never | Yes, I use AI tools monthly or infrequently | Unfavorable | Somewhat distrust | Very poor at handling complex tasks | Writing code;Documenting code;Debugging or fixing code;Testing code;Committing and reviewing code;Generating content or synthetic data | null | Learning about a codebase;Project planning;Deployment and monitoring;Predictive analytics;Search for answers;Creating or maintaining documentation;Learning new concepts or technologies | null | null | Debugging AI-generated code is more time-consuming | Hell no. | No, and I don't plan to | Not at all or minimally | null | null | null | null | null | null | null | My company's IT and/or InfoSec teams have strict rules that do not allow me to use AI agent tools or platforms | null | I am concerned about the accuracy of the information provided by AI agents.;It takes significant time and effort to learn how to use AI agents effectively.;The cost of using certain AI agent platforms is a barrier.;I have concerns about the security and privacy of data when using AI agents. | Integrating AI agents with my existing tools and workflows can be difficult. | null | null | null | null | null | null | null | null | null | When I don’t trust AI’s answers;When I want to fully understand something;When I want to learn best practices;When I want to compare different solutions;When I have ethical or security concerns about code;When I’m stuck and can’t explain the problem;When I need help fixing complex or unfamiliar code | Architecture, problem solving, problem statements. | 75,410 | 4 |
32,791 | 32,792 | I am a developer by profession | 25-34 years old | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Employed | Caring for dependents (children, elderly, etc.) | 10 | Yes, I am not new to coding but am learning new coding techniques or programming language | Other online resources (e.g. standard search, forum, online community);Books / Physical media;Videos (not associated with specific online course or certification);Stack Overflow or Stack Exchange;Technical documentation (is generated for/by the tool or system);AI CodeGen tools or AI-enabled apps;Blogs or podcasts | Yes, I learned how to use AI-enabled tools 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);Blogs or podcasts;Stack Overflow or Stack Exchange | 14 | Developer, full-stack | 100 to 499 employees | Individual contributor | Remote | Yes, I endorsed a tool that was ultimately not purchased or used at my organization | Work | Robust and complete API
NA | Ethical concerns
NA | Healthcare | You like your manager
NA | No | I have strongly considered changing my career and/or the industry I work in | 28 | 16 | United States of America | USD United States dollar | 225 | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
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 10 and 15 years | Less than once every 2 - 3 months | Chat (people);Long-form articles;Chat (bot/AI) | Read and/or vote on comments for a Question or Answer I am interested in
NA | Yes, definitely | Rarely, almost never | Yes, I use AI tools daily | Favorable | Somewhat trust | 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 | 225 | 6 |
32,792 | 32,793 | I am a developer by profession | 18-24 years old | Master’s degree (M.A., M.S., M.Eng., MBA, etc.) | Employed | None of the above | 1 | Yes, I am not new to coding but am learning new coding techniques or programming language | Other online resources (e.g. standard search, forum, online community);Stack Overflow or Stack Exchange;Technical documentation (is generated for/by the tool or system);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 | 9 | Developer, full-stack | Less than 20 employees | Individual contributor | In-person | No | Work | Reliability and low latency
NA | Prohibitive pricing
NA | Transportation, or Supply Chain | null | Yes | I have neither consider or transitioned into a new career or industry | 7 | null | United Kingdom of Great Britain and Northern Ireland | GBP Pound sterling | null | Yes | C#;HTML/CSS;JavaScript;PowerShell;Python;SQL;TypeScript | C;C#;C++;Go;HTML/CSS;JavaScript;Python;SQL;TypeScript | C#;HTML/CSS;JavaScript;Python;SQL;TypeScript | NA
NA | Yes | Microsoft SQL Server;MongoDB;MySQL | Microsoft SQL Server | Microsoft SQL Server | NA
NA | No | null | null | null | NA
NA | Yes | ASP.NET;ASP.NET Core;Node.js;React | ASP.NET;ASP.NET Core;Node.js;React | ASP.NET;ASP.NET Core;Node.js;React | NA
NA | No | null | null | null | NA
NA | .NET 8 or higher | .NET 8 or higher | .NET 8 or higher | null | null | Windows;Debian | Windows;Debian | Azure Devops;Notion | Azure Devops;GitHub | Azure Devops | NA
NA | Stack Overflow;Reddit;GitHub (public projects, not private repos) | Stack Overflow;Reddit;GitHub (public projects, not private repos) | Stack Overflow;Reddit;GitHub (public projects, not private repos) | NA
NA | No | null | null | null | NA
NA | No | Multiple times per day | Between 3 and 5 years | I have never participated in Q&A on Stack Overflow | Message Boards;Logic games/puzzles;Lists of recommendations (tools, frameworks, technologies, etc.) | Read and/or vote on comments for a Question or Answer I am interested in
NA | Neutral | More than half the time | Yes, I use AI tools weekly | Unfavorable | Highly distrust | Bad at handling complex tasks | Generating content or synthetic data | Learning about a codebase;Project planning;Documenting code;Committing and reviewing code;Predictive analytics;Search for answers;Creating or maintaining documentation;Learning new concepts or technologies | Debugging or fixing code;Testing code | null | null | AI solutions that are almost right, but not quite;Debugging AI-generated code is more time-consuming | no | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 7 |
32,793 | 32,794 | I am a developer by profession | 25-34 years old | Some college/university study without earning a degree | Employed | None of the above | 10 | No, I am not new to coding and did not learn new coding techniques or programming languages | null | No, I learned something that was not related to AI or AI enablement as required for my job or to benefit my career | null | 20 | Engineering manager | Less than 20 employees | Individual contributor | Hybrid (some remote, leans heavy to in-person) | No | Work | Reputation for quality
NA | Ethical concerns
NA | Software Development | Job stability and career growth with a single employer
NA | No | I have somewhat considered changing my career and/or the industry I work in | 4 | 4 | Sweden | SEK Swedish krona | 800,000 | Yes | C#;JavaScript;PHP;TypeScript | C#;PHP | C#;PHP | NA
NA | Yes | MongoDB;MySQL;Redis;Amazon Redshift | MongoDB;Redis | MongoDB;Redis | NA
NA | Yes | Amazon Web Services (AWS);Composer;Docker;npm | Amazon Web Services (AWS);Composer;Docker | Amazon Web Services (AWS);Composer;Docker | NA
NA | Yes | Laravel | Laravel | Laravel | NA
NA | Yes | PhpStorm;Rider;Visual Studio;Visual Studio Code | PhpStorm;Rider;Visual Studio Code | PhpStorm;Rider;Visual Studio Code | NA
NA | Google Gemini | Amazon Bedrock;Google Gemini | Google Gemini | null | null | Windows;iOS | Windows | Confluence;GitHub;Jira;YouTrack | GitHub;Jira | GitHub;Jira | NA
NA | Discord;GitHub (public projects, not private repos);YouTube;Twitch;LinkedIn | Discord;GitHub (public projects, not private repos);YouTube;Twitch | Discord;GitHub (public projects, not private repos);YouTube;Twitch | NA
NA | Yes | Gemini (Flash general purpose models);Gemini (Pro Reasoning models);openAI GPT (chatbot models) | Gemini (Pro Reasoning models);openAI GPT (chatbot models) | Gemini (Pro Reasoning models);openAI GPT (chatbot models) | NA
NA | Yes | Less than once every 2 - 3 months | Between 10 and 15 years | Infrequently, less than once per year | Chat (bot/AI) | 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 | Neither good or bad at handling complex tasks | Search for answers | Learning about a codebase;Project planning;Writing code;Documenting code;Debugging or fixing code;Testing code;Committing and reviewing code;Deployment and monitoring;Generating content or synthetic data;Creating or maintaining documentation;Learning new concepts or technologies | Predictive analytics | null | null | AI solutions that are almost right, but not quite | No, and I don't plan to ever include it. Vibe coding should not be a thing. AI should be used as any other colleague to bounce ideas and to help in information retrieval. If you don't understand the output then you shouldn't use it. | No, and I don't plan to | Not at all or minimally | null | null | null | null | null | null | null | Integrating AI agents with my existing tools and workflows can be difficult.;I have concerns about the security and privacy of data when using AI agents.;My company's IT and/or InfoSec teams have strict rules that do not allow me to use AI agent tools or platforms | It takes significant time and effort to learn how to use AI agents effectively.;The cost of using certain AI agent platforms is a barrier. | I am concerned about the accuracy of the information provided by AI agents. | null | null | null | null | null | null | null | null | null | null | When I want to fully understand something;When I have ethical or security concerns about code | Almost all of them. AI should be used for information retrieval, to bounce ideas, and to help with boilerplate code. Nothing more. | 83,857 | 8 |
32,794 | 32,795 | 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 | null | Yes, I am new to coding or currently a student | Online Courses or Certification (includes all media types);Other online resources (e.g. standard search, forum, online community);Books / Physical media;Stack Overflow or Stack Exchange;Technical documentation (is generated for/by the tool or system);School (i.e., University, College, etc) | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
32,795 | 32,796 | I am a developer by profession | 25-34 years old | Master’s degree (M.A., M.S., M.Eng., MBA, etc.) | Employed | Engaged in paid work (20-29 hours per week) | 10 | Yes, I am not new to coding but am learning new coding techniques or programming language | Online Courses or Certification (includes all media types);Books / Physical media;Videos (not associated with specific online course or certification);Stack Overflow or Stack Exchange;AI CodeGen tools or AI-enabled apps | 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);Online Courses or Certification (includes all media types) | 10 | Architect, software or solutions | 10,000 or more 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 | null | Security or privacy concerns
NA | Software Development | null | Yes | I have somewhat considered changing my career and/or the industry I work in | 15 | null | Ukraine | USD United States dollar | 75,000 | null | Go;Java;PHP;TypeScript | Go;Java | Go;Java | NA
NA | Yes | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | No | 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 | 75,000 | 9 |
32,796 | 32,797 | I am a developer by profession | 45-54 years old | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Independent contractor, freelancer, or self-employed | Volunteering (regularly) | 25 | Yes, I am not new to coding but am learning new coding techniques or programming language | Online Courses or Certification (includes all media types);Other online resources (e.g. standard search, forum, online community);Books / Physical media;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 | Other online resources (e.g. standard search, forum, online community);Stack Overflow or Stack Exchange | 25 | Data engineer | null | null | null | Yes, I influenced the purchase of a tool that more than five colleagues use but it is not a substantial addition to the tech stack | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
32,797 | 32,798 | 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 not new to coding but am learning new coding techniques or programming language | 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 | 3 | Student | null | null | null | null | School | Reputation for quality
NA | Ethical concerns
NA | null | null | No | I have neither consider or transitioned into a new career or industry | null | null | India | INR Indian rupee | null | Yes | C;C++;HTML/CSS;JavaScript | PHP;Python;SQL | null | NA
NA | Yes | MySQL | MongoDB;PostgreSQL | null | NA
NA | No | null | null | null | NA
NA | Yes | Node.js | Django;Flask;React;Vue.js | null | NA
NA | Yes | Visual Studio Code | null | null | NA
NA | null | null | null | null | null | Windows;Android | Windows | GitHub | null | null | NA
NA | Stack Overflow;YouTube;LinkedIn | Stack Overflow;GitHub (public projects, not private repos);YouTube;LinkedIn | Stack Overflow;YouTube;LinkedIn | NA
NA | No | null | null | null | NA
NA | Yes | A few times per week | Between 1 and 3 years | I have never participated in Q&A on Stack Overflow | null | Bookmark posts to look at later
NA | No, not really | null | No, but I plan to soon | Favorable | Somewhat trust | I don't use AI tools for complex tasks / I don't know | Project planning;Debugging or fixing code;Testing code;Committing and reviewing code;Search for answers | Learning about a codebase;Documenting code;Deployment and monitoring;Predictive analytics;Creating or maintaining documentation;Learning new concepts or technologies | Writing code;Generating content or synthetic data | null | null | AI solutions that are almost right, but not quite | No | No, and I don't plan to | No, but my development work has changed somewhat due to non-AI factors | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
32,798 | 32,799 | I am a developer by profession | 18-24 years old | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Employed | None of the above | 1 | Yes, I am not new to coding but am learning new coding techniques or programming language | Online Courses or Certification (includes all media types);Other online resources (e.g. standard search, forum, online community);Books / Physical media;Videos (not associated with specific online course or certification);Stack Overflow or Stack Exchange;Technical documentation (is generated for/by the tool or system);... | Yes, I learned how to use AI-enabled tools for my personal curiosity and/or hobbies | Other online resources (e.g. standard search, forum, online community);Blogs or podcasts | 5 | Developer, full-stack | 20 to 99 employees | Individual contributor | In-person | Yes, I endorsed a tool that was open-source and is currently used by more than just myself but no purchase was made | Work | Reliability and low latency
NA | Outdated or obsolete technology or features
NA | Software Development | null | null | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
32,799 | 32,800 | I am a developer by profession | 25-34 years old | Master’s degree (M.A., M.S., M.Eng., MBA, etc.) | Employed | Volunteering (regularly) | 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);Books / Physical media;Videos (not associated with specific online course or certification);Stack Overflow or Stack Exchange;Technical documentation (is generated for/by the tool or system);Blogs or podcasts;Games or coding challenges | 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;Other (please specify): | 9 | Developer, embedded applications or devices | 10,000 or more employees | Individual contributor | Your choice (very flexible, you can come in when you want or just as needed) | Yes, I endorsed a tool that was ultimately not purchased or used at my organization | Work | Reputation for quality
NA | Availability of better alternatives
NA | Software Development | Solving real-world problems
NA | No | I have somewhat considered changing my career and/or the industry I work in | 8 | 2 | null | null | null | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | NA
NA | null | null | null | NA
NA | null | null | null | null | NA
NA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 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 |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.