{
  "schema_version": 1,
  "contract_version": "newruntime-page-readership-v1",
  "type": "page_machine_readership",
  "canonical_path": "/posts/tradingagents-v0-7-1-fixes-look-ahead-leak-2a99b3/",
  "canonical_url": "https://newruntime.com/posts/tradingagents-v0-7-1-fixes-look-ahead-leak-2a99b3/",
  "generated_at": "2026-10-29T05:30:47.593Z",
  "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": 17,
    "requests_observed": 17,
    "named_automations_observed": 7,
    "verified_automations_observed": 3
  },
  "windows": {
    "last_24h": {
      "first_seen": "2026-10-28T05:30:40.914Z",
      "last_seen": "2026-10-29T05:30:03.136Z",
      "requests": 17,
      "formats": [
        {
          "format": "html",
          "count": 7
        },
        {
          "format": "json",
          "count": 5
        },
        {
          "format": "markdown",
          "count": 5
        }
      ],
      "agents": [
        {
          "family": "AhrefsBot",
          "count": 3,
          "category": "other_bot",
          "first_seen": "2026-10-28T13:47:08.138Z",
          "last_seen": "2026-10-28T19:53:55.009Z",
          "identity_status": "not_verifiable"
        },
        {
          "family": "ClaudeBot",
          "count": 3,
          "category": "ai_crawler",
          "first_seen": "2026-10-29T01:35:25.495Z",
          "last_seen": "2026-10-29T04:19:41.838Z",
          "identity_status": "not_verifiable"
        },
        {
          "family": "MJ12bot",
          "count": 3,
          "category": "other_bot",
          "first_seen": "2026-10-28T16:10:07.259Z",
          "last_seen": "2026-10-28T18:07:59.276Z",
          "identity_status": "not_verifiable"
        },
        {
          "family": "OpenAI SearchBot",
          "count": 3,
          "category": "ai_crawler",
          "first_seen": "2026-10-28T09:36:43.012Z",
          "last_seen": "2026-10-28T09:40:59.026Z",
          "identity_status": "verified"
        },
        {
          "family": "PerplexityBot",
          "count": 3,
          "category": "ai_crawler",
          "first_seen": "2026-10-28T11:43:13.059Z",
          "last_seen": "2026-10-29T03:48:39.494Z",
          "identity_status": "verified"
        },
        {
          "family": "ChatGPT-User",
          "count": 1,
          "category": "ai_user_agent",
          "first_seen": "2026-10-29T01:09:39.462Z",
          "last_seen": "2026-10-29T01:09:39.462Z",
          "identity_status": "verified"
        },
        {
          "family": "Mozilla/5.0 (compatible; DataForSeoBot/1.0; +public-url-redacted",
          "count": 1,
          "category": "other_bot",
          "first_seen": "2026-10-28T09:39:47.371Z",
          "last_seen": "2026-10-28T09:39:47.371Z",
          "identity_status": "not_verifiable"
        }
      ]
    },
    "observed": {
      "first_seen": "2026-10-27T19:07:09.973Z",
      "last_seen": "2026-10-29T05:30:03.136Z",
      "requests": 17,
      "formats": [
        {
          "format": "html",
          "count": 7
        },
        {
          "format": "json",
          "count": 5
        },
        {
          "format": "markdown",
          "count": 5
        }
      ],
      "agents": [
        {
          "family": "AhrefsBot",
          "count": 3,
          "category": "other_bot",
          "first_seen": "2026-10-28T13:47:08.138Z",
          "last_seen": "2026-10-28T19:53:55.009Z",
          "identity_status": "not_verifiable"
        },
        {
          "family": "ClaudeBot",
          "count": 3,
          "category": "ai_crawler",
          "first_seen": "2026-10-29T01:35:25.495Z",
          "last_seen": "2026-10-29T04:19:41.838Z",
          "identity_status": "not_verifiable"
        },
        {
          "family": "MJ12bot",
          "count": 3,
          "category": "other_bot",
          "first_seen": "2026-10-28T16:10:07.259Z",
          "last_seen": "2026-10-28T18:07:59.276Z",
          "identity_status": "not_verifiable"
        },
        {
          "family": "OpenAI SearchBot",
          "count": 3,
          "category": "ai_crawler",
          "first_seen": "2026-10-28T09:36:43.012Z",
          "last_seen": "2026-10-28T09:40:59.026Z",
          "identity_status": "verified"
        },
        {
          "family": "PerplexityBot",
          "count": 3,
          "category": "ai_crawler",
          "first_seen": "2026-10-28T11:43:13.059Z",
          "last_seen": "2026-10-29T03:48:39.494Z",
          "identity_status": "verified"
        },
        {
          "family": "ChatGPT-User",
          "count": 1,
          "category": "ai_user_agent",
          "first_seen": "2026-10-29T01:09:39.462Z",
          "last_seen": "2026-10-29T01:09:39.462Z",
          "identity_status": "verified"
        },
        {
          "family": "Mozilla/5.0 (compatible; DataForSeoBot/1.0; +public-url-redacted",
          "count": 1,
          "category": "other_bot",
          "first_seen": "2026-10-28T09:39:47.371Z",
          "last_seen": "2026-10-28T09:39:47.371Z",
          "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."
  }
}