{
  "@context": "https://schema.org",
  "@type": "Dataset",
  "name": "AI agent perceived work impacts: Stack Overflow 2025",
  "url": "https://konabayev.com/blog/ai-code-assistant-statistics-2026/#september-2026-update",
  "dateModified": "2026-09-05",
  "description": "Self-reported agreement, not measured productivity improvement or percentage of all developers. Combined agreement is derived from displayed rounded strongly/somewhat agree shares; minor rounding effects are possible.",
  "isBasedOn": "https://survey.stackoverflow.co/2025/ai#3-impacts-of-ai-agents",
  "license": "https://opendatacommons.org/licenses/odbl/1-0/",
  "distribution": [
    {
      "@type": "DataDownload",
      "contentUrl": "https://konabayev.com/data/ai-code-assistant-statistics-2026-update-2026-09-05.csv",
      "encodingFormat": "text/csv"
    },
    {
      "@type": "DataDownload",
      "contentUrl": "https://konabayev.com/data/ai-code-assistant-statistics-2026-update-2026-09-05.json",
      "encodingFormat": "application/json"
    }
  ],
  "rows": [
    {
      "id": "coding-impact-01",
      "metric": "Reduced time on specific tasks",
      "strongly_agree_pct": 29.3,
      "somewhat_agree_pct": 40.8,
      "agreement_pct": 70.1,
      "source_url": "https://survey.stackoverflow.co/2025/ai#3-impacts-of-ai-agents",
      "source_title": "Stack Overflow 2025 Developer Survey — Impacts of AI agents",
      "checked_at": "2026-09-05",
      "observation_period": "2025 survey; retrieved September 5, 2026",
      "population": "AI agent impact question respondents; 12,823 responses displayed",
      "caveat": "Self-reported agreement, not measured productivity improvement or percentage of all developers. Combined agreement is derived from displayed rounded strongly/somewhat agree shares; minor rounding effects are possible.",
      "license": "https://opendatacommons.org/licenses/odbl/1-0/"
    },
    {
      "id": "coding-impact-02",
      "metric": "Increased productivity",
      "strongly_agree_pct": 27.7,
      "somewhat_agree_pct": 41,
      "agreement_pct": 68.7,
      "source_url": "https://survey.stackoverflow.co/2025/ai#3-impacts-of-ai-agents",
      "source_title": "Stack Overflow 2025 Developer Survey — Impacts of AI agents",
      "checked_at": "2026-09-05",
      "observation_period": "2025 survey; retrieved September 5, 2026",
      "population": "AI agent impact question respondents; 12,823 responses displayed",
      "caveat": "Self-reported agreement, not measured productivity improvement or percentage of all developers. Combined agreement is derived from displayed rounded strongly/somewhat agree shares; minor rounding effects are possible.",
      "license": "https://opendatacommons.org/licenses/odbl/1-0/"
    },
    {
      "id": "coding-impact-03",
      "metric": "Automated repetitive tasks",
      "strongly_agree_pct": 29.3,
      "somewhat_agree_pct": 34.9,
      "agreement_pct": 64.2,
      "source_url": "https://survey.stackoverflow.co/2025/ai#3-impacts-of-ai-agents",
      "source_title": "Stack Overflow 2025 Developer Survey — Impacts of AI agents",
      "checked_at": "2026-09-05",
      "observation_period": "2025 survey; retrieved September 5, 2026",
      "population": "AI agent impact question respondents; 12,823 responses displayed",
      "caveat": "Self-reported agreement, not measured productivity improvement or percentage of all developers. Combined agreement is derived from displayed rounded strongly/somewhat agree shares; minor rounding effects are possible.",
      "license": "https://opendatacommons.org/licenses/odbl/1-0/"
    },
    {
      "id": "coding-impact-04",
      "metric": "Accelerated learning",
      "strongly_agree_pct": 27.3,
      "somewhat_agree_pct": 35.9,
      "agreement_pct": 63.2,
      "source_url": "https://survey.stackoverflow.co/2025/ai#3-impacts-of-ai-agents",
      "source_title": "Stack Overflow 2025 Developer Survey — Impacts of AI agents",
      "checked_at": "2026-09-05",
      "observation_period": "2025 survey; retrieved September 5, 2026",
      "population": "AI agent impact question respondents; 12,823 responses displayed",
      "caveat": "Self-reported agreement, not measured productivity improvement or percentage of all developers. Combined agreement is derived from displayed rounded strongly/somewhat agree shares; minor rounding effects are possible.",
      "license": "https://opendatacommons.org/licenses/odbl/1-0/"
    },
    {
      "id": "coding-impact-05",
      "metric": "Solved complex problems",
      "strongly_agree_pct": 17.1,
      "somewhat_agree_pct": 31.9,
      "agreement_pct": 49,
      "source_url": "https://survey.stackoverflow.co/2025/ai#3-impacts-of-ai-agents",
      "source_title": "Stack Overflow 2025 Developer Survey — Impacts of AI agents",
      "checked_at": "2026-09-05",
      "observation_period": "2025 survey; retrieved September 5, 2026",
      "population": "AI agent impact question respondents; 12,823 responses displayed",
      "caveat": "Self-reported agreement, not measured productivity improvement or percentage of all developers. Combined agreement is derived from displayed rounded strongly/somewhat agree shares; minor rounding effects are possible.",
      "license": "https://opendatacommons.org/licenses/odbl/1-0/"
    },
    {
      "id": "coding-impact-06",
      "metric": "Improved code quality",
      "strongly_agree_pct": 12.2,
      "somewhat_agree_pct": 25.3,
      "agreement_pct": 37.5,
      "source_url": "https://survey.stackoverflow.co/2025/ai#3-impacts-of-ai-agents",
      "source_title": "Stack Overflow 2025 Developer Survey — Impacts of AI agents",
      "checked_at": "2026-09-05",
      "observation_period": "2025 survey; retrieved September 5, 2026",
      "population": "AI agent impact question respondents; 12,823 responses displayed",
      "caveat": "Self-reported agreement, not measured productivity improvement or percentage of all developers. Combined agreement is derived from displayed rounded strongly/somewhat agree shares; minor rounding effects are possible.",
      "license": "https://opendatacommons.org/licenses/odbl/1-0/"
    },
    {
      "id": "coding-impact-07",
      "metric": "Improved team collaboration",
      "strongly_agree_pct": 6.6,
      "somewhat_agree_pct": 10.7,
      "agreement_pct": 17.3,
      "source_url": "https://survey.stackoverflow.co/2025/ai#3-impacts-of-ai-agents",
      "source_title": "Stack Overflow 2025 Developer Survey — Impacts of AI agents",
      "checked_at": "2026-09-05",
      "observation_period": "2025 survey; retrieved September 5, 2026",
      "population": "AI agent impact question respondents; 12,823 responses displayed",
      "caveat": "Self-reported agreement, not measured productivity improvement or percentage of all developers. Combined agreement is derived from displayed rounded strongly/somewhat agree shares; minor rounding effects are possible.",
      "license": "https://opendatacommons.org/licenses/odbl/1-0/"
    }
  ]
}