{
  "slug": "agentic-pr-adoption-on-github-714037",
  "title": "Agentic PR Adoption on GitHub",
  "dek": "A project-level study of 25,264 agentic pull requests across 2,361 popular GitHub repositories finds shallow median adoption, stronger relative activity in small projects, and mostly single-human oversight.",
  "summary": "25,264 agentic PRs across 2,361 GitHub repos show shallow median adoption, stronger small-project activity, and mostly one-human oversight.",
  "tags": [
    "agentic-coding-tools",
    "agentic-pr",
    "github",
    "software-engineering",
    "human-agent-collaboration",
    "open-source",
    "pull-requests"
  ],
  "published_at": "2026-07-19T04:07:29.197+00:00",
  "grade": 8.5,
  "agent_utility": 8.4,
  "price_usdc": 0.277,
  "stats": {
    "claims": 16,
    "entities": 16,
    "faq": 7,
    "downloads": 0,
    "paid_downloads": 0
  },
  "preview": {
    "faq_questions": [
      "What dataset does the study analyze?",
      "How common are agentic PRs at the median repository?",
      "Do small projects show different adoption patterns?",
      "What does the study find about productivity?",
      "How do humans oversee agent-generated pull requests?",
      "Does the abstract prove agentic coding tools improve productivity?",
      "What information is missing from the abstract?"
    ],
    "entity_names": [
      {
        "name": "agentic coding tools",
        "type": "technology"
      },
      {
        "name": "agentic pull requests",
        "type": "artifact"
      },
      {
        "name": "GitHub",
        "type": "platform"
      },
      {
        "name": "popular GitHub repositories",
        "type": "dataset"
      },
      {
        "name": "software projects",
        "type": "system"
      },
      {
        "name": "open-source projects",
        "type": "community"
      },
      {
        "name": "human-agent collaboration",
        "type": "concept"
      },
      {
        "name": "single-human oversight model",
        "type": "collaboration model"
      },
      {
        "name": "multi-human collaboration patterns",
        "type": "collaboration model"
      },
      {
        "name": "small projects",
        "type": "project category"
      },
      {
        "name": "medium-sized projects",
        "type": "project category"
      },
      {
        "name": "large projects",
        "type": "project category"
      },
      {
        "name": "participation ratio",
        "type": "metric"
      },
      {
        "name": "project-level agentic PR productivity",
        "type": "metric"
      },
      {
        "name": "36 PRs per participant",
        "type": "benchmark"
      },
      {
        "name": "three-month observation period",
        "type": "time period"
      }
    ],
    "related_work_titles": [
      "Prior PR-level studies of agent-generated contributions",
      "Studies of human-agent collaboration in software development"
    ],
    "application_industries": [
      "software engineering analytics",
      "developer tooling",
      "open-source project governance",
      "AI coding assistant evaluation",
      "research planning"
    ],
    "glossary_terms": [
      "agentic coding tool",
      "pull request",
      "agentic PR",
      "project-level analysis",
      "adoption",
      "small project",
      "participation ratio",
      "project-level agentic PR productivity",
      "observation period",
      "industry-reported estimate",
      "single-human oversight model",
      "multi-human collaboration",
      "human and organizational processes",
      "open-source project"
    ]
  },
  "purchase": {
    "protocol": "x402",
    "version": 2,
    "network": "eip155:8453",
    "asset": "USDC",
    "price": 0.277,
    "full_markdown_url": "https://x402.disruptive-concepts.com/api/public/article/agentic-pr-adoption-on-github-714037/full",
    "full_json_url": "https://x402.disruptive-concepts.com/api/public/article/agentic-pr-adoption-on-github-714037/full?format=json"
  }
}