{
  "schema_version": 1,
  "contract_version": "newruntime-page-readership-v1",
  "type": "page_machine_readership",
  "canonical_path": "/signals/ai-powered-fuzzing-with-the-github-security-lab-eeeef0/",
  "canonical_url": "https://newruntime.com/signals/ai-powered-fuzzing-with-the-github-security-lab-eeeef0/",
  "generated_at": "2026-10-19T06:30:38.970Z",
  "refresh_hint": "30m",
  "schema_url": "https://newruntime.com/page-readership-schema.json",
  "methodology_url": "https://newruntime.com/machine-consumption/",
  "privacy": {
    "ip_addresses": "not_output",
    "visitor_ids": "not_output",
    "query_strings": "not_output",
    "raw_user_agents": "not_output",
    "raw_log_lines": "not_output",
    "session_identifiers": "not_output",
    "human_identity": "not_collected_for_this_contract"
  },
  "summary": {
    "requests_last_24h": 9,
    "requests_observed": 19,
    "named_automations_observed": 7,
    "verified_automations_observed": 0
  },
  "windows": {
    "last_24h": {
      "first_seen": "2026-10-18T06:30:33.200Z",
      "last_seen": "2026-10-19T06:29:56.970Z",
      "requests": 9,
      "formats": [
        {
          "format": "html",
          "count": 6
        },
        {
          "format": "json",
          "count": 2
        },
        {
          "format": "markdown",
          "count": 1
        }
      ],
      "agents": [
        {
          "family": "ClaudeBot",
          "count": 3,
          "category": "ai_crawler",
          "first_seen": "2026-10-19T04:02:26.636Z",
          "last_seen": "2026-10-19T04:02:27.852Z",
          "identity_status": "not_verifiable"
        },
        {
          "family": "Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; Reflectionbot/1.0; +public-url-redacted Chrome/151",
          "count": 3,
          "category": "other_bot",
          "first_seen": "2026-10-18T18:32:18.642Z",
          "last_seen": "2026-10-18T23:15:09.728Z",
          "identity_status": "not_verifiable"
        },
        {
          "family": "MJ12bot",
          "count": 2,
          "category": "other_bot",
          "first_seen": "2026-10-19T00:58:44.393Z",
          "last_seen": "2026-10-19T01:03:10.947Z",
          "identity_status": "not_verifiable"
        },
        {
          "family": "Mozilla/5.0 (compatible; QlyzeBot/1.0; +public-url-redacted",
          "count": 1,
          "category": "other_bot",
          "first_seen": "2026-10-18T13:51:19.531Z",
          "last_seen": "2026-10-18T13:51:19.531Z",
          "identity_status": "not_verifiable"
        }
      ]
    },
    "observed": {
      "first_seen": "2026-10-17T00:23:39.029Z",
      "last_seen": "2026-10-19T06:29:56.970Z",
      "requests": 19,
      "formats": [
        {
          "format": "html",
          "count": 8
        },
        {
          "format": "json",
          "count": 6
        },
        {
          "format": "markdown",
          "count": 5
        }
      ],
      "agents": [
        {
          "family": "MJ12bot",
          "count": 6,
          "category": "other_bot",
          "first_seen": "2026-10-18T05:37:55.079Z",
          "last_seen": "2026-10-19T01:03:10.947Z",
          "identity_status": "not_verifiable"
        },
        {
          "family": "Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; Reflectionbot/1.0; +public-url-redacted Chrome/151",
          "count": 4,
          "category": "other_bot",
          "first_seen": "2026-10-18T05:43:56.180Z",
          "last_seen": "2026-10-18T23:15:09.728Z",
          "identity_status": "not_verifiable"
        },
        {
          "family": "AhrefsBot",
          "count": 3,
          "category": "other_bot",
          "first_seen": "2026-10-17T06:58:27.938Z",
          "last_seen": "2026-10-17T06:59:05.440Z",
          "identity_status": "not_verifiable"
        },
        {
          "family": "ClaudeBot",
          "count": 3,
          "category": "ai_crawler",
          "first_seen": "2026-10-19T04:02:26.636Z",
          "last_seen": "2026-10-19T04:02:27.852Z",
          "identity_status": "not_verifiable"
        },
        {
          "family": "Mozilla/5.0 (compatible; QlyzeBot/1.0; +public-url-redacted",
          "count": 1,
          "category": "other_bot",
          "first_seen": "2026-10-18T13:51:19.531Z",
          "last_seen": "2026-10-18T13:51:19.531Z",
          "identity_status": "not_verifiable"
        },
        {
          "family": "Mozilla/5.0 (Linux; Android 7.0;) AppleWebKit/537.36 (HTML, like Gecko) Mobile Safari/537.36 (compatible; PetalBot;+http",
          "count": 1,
          "category": "other_bot",
          "first_seen": "2026-10-17T18:45:33.016Z",
          "last_seen": "2026-10-17T18:45:33.016Z",
          "identity_status": "not_verifiable"
        },
        {
          "family": "SemrushBot",
          "count": 1,
          "category": "other_bot",
          "first_seen": "2026-10-17T12:00:17.528Z",
          "last_seen": "2026-10-17T12:00:17.528Z",
          "identity_status": "not_verifiable"
        }
      ]
    }
  },
  "interpretation": {
    "unit": "Successful requests from named automation, not unique people.",
    "identity": "Identity status is the strongest observed family-level evidence in the identity aggregate, not verification of every page request.",
    "causality": "A request does not prove indexing, citation, model training, understanding, or referral.",
    "representations": "HTML, JSON, and Markdown twins are grouped under the canonical page."
  }
}