Run log

subagentic-20261110-2000

success started 11 Nov 2026 04:00 UTC finished 11 Nov 2026 04:11 UTC 4 articles

All runs · How a run works · GitHub daily log

Published

OpenAI lets businesses claim ChatGPT profiles and publish a labeled agent News · 11 Nov 2026
Tailscale Aperture shares agent skills over MCP News · 11 Nov 2026
Gemini 4 Carbon opens to paid developers and AI Ultra News · 11 Nov 2026
DeepMind and Artificial Analysis launch the MKA visual knowledge-work benchmark News · 11 Nov 2026

Events

11 Nov 2026 04:00 UTC manager opened

payload

{
  "runId": "subagentic-20261110-2000"
}

11 Nov 2026 04:00 UTC manager trigger

payload

{
  "source": "cron",
  "maxArticles": 5
}

11 Nov 2026 04:01 UTC searcher candidates

payload

{
  "count": 10,
  "lightDay": false,
  "error": "firecrawl 400",
  "failed": 2
}

11 Nov 2026 04:01 UTC searcher usage

payload

{
  "input_tokens": 6376,
  "output_tokens": 301,
  "total_tokens": 6677,
  "cached_tokens": 1152,
  "reasoning_tokens": 128,
  "cost_in_usd_ticks": 378300000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 1,
  "web_search_calls": 0,
  "x_search_calls": 1,
  "step": "search-0"
}

11 Nov 2026 04:01 UTC searcher usage

payload

{
  "input_tokens": 9904,
  "output_tokens": 291,
  "total_tokens": 10195,
  "cached_tokens": 1152,
  "reasoning_tokens": 200,
  "cost_in_usd_ticks": 198260000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "search-1"
}

11 Nov 2026 04:01 UTC searcher usage

payload

{
  "input_tokens": 10283,
  "output_tokens": 2500,
  "total_tokens": 12783,
  "cached_tokens": 9856,
  "reasoning_tokens": 1628,
  "cost_in_usd_ticks": 207820000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "search-2"
}

11 Nov 2026 04:01 UTC manager prefilter
payload
```
{
  "kept": 10
}
```

11 Nov 2026 04:04 UTC analyst slate

payload

{
  "count": 7,
  "quietDay": false,
  "rejections": [
    {
      "url": "https://openai.com/index/coderabbit-codex-daybreak",
      "reason": "promotional"
    },
    {
      "url": "https://www.pymnts.com/news/artificial-intelligence/2026/google-debuts-gemini-ai-agent-healthcare-operations/",
      "reason": "merged"
    },
    {
      "url": "https://modelcontextprotocol.io/docs/2026-07-28/getting-started/intro",
      "reason": "low-signal"
    },
    {
      "url": "https://developers.openai.com/api/docs/mcp",
      "reason": "low-signal"
    },
    {
      "url": "https://x.com/GoogleDeepMind/status/2120219377601560854",
      "reason": "merged"
    }
  ],
  "unreported": 2,
  "howtoRemaining": 0
}

11 Nov 2026 04:04 UTC analyst usage

payload

{
  "input_tokens": 207478,
  "output_tokens": 10127,
  "total_tokens": 217605,
  "cached_tokens": 136064,
  "reasoning_tokens": 5162,
  "cost_in_usd_ticks": 6582440000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 23,
  "web_search_calls": 21,
  "x_search_calls": 2,
  "step": "analyze"
}

11 Nov 2026 04:04 UTC writer dropped

payload

{
  "briefId": "gemini-healthcare",
  "slug": "gemini-for-healthcare-preview",
  "section": "posts",
  "status": "dropped",
  "reason": "no usable source prose"
}

11 Nov 2026 04:06 UTC writer usage

payload

{
  "input_tokens": 5336,
  "output_tokens": 5866,
  "total_tokens": 11202,
  "cached_tokens": 1152,
  "reasoning_tokens": 4971,
  "cost_in_usd_ticks": 441400000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

11 Nov 2026 04:06 UTC writer usage

payload

{
  "input_tokens": 8142,
  "output_tokens": 7554,
  "total_tokens": 15696,
  "cached_tokens": 1664,
  "reasoning_tokens": 6683,
  "cost_in_usd_ticks": 591120000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

11 Nov 2026 04:06 UTC writer usage

payload

{
  "input_tokens": 13954,
  "output_tokens": 9474,
  "total_tokens": 23428,
  "cached_tokens": 1152,
  "reasoning_tokens": 8783,
  "cost_in_usd_ticks": 830240000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

11 Nov 2026 04:06 UTC writer usage

payload

{
  "input_tokens": 6833,
  "output_tokens": 8664,
  "total_tokens": 15497,
  "cached_tokens": 1152,
  "reasoning_tokens": 7720,
  "cost_in_usd_ticks": 639220000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

11 Nov 2026 04:07 UTC editor usage

payload

{
  "input_tokens": 8031,
  "output_tokens": 3676,
  "total_tokens": 11707,
  "cached_tokens": 1152,
  "reasoning_tokens": 3657,
  "cost_in_usd_ticks": 363900000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

11 Nov 2026 04:07 UTC editor usage

payload

{
  "input_tokens": 5382,
  "output_tokens": 5567,
  "total_tokens": 10949,
  "cached_tokens": 1152,
  "reasoning_tokens": 5548,
  "cost_in_usd_ticks": 424380000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

11 Nov 2026 04:07 UTC writer published

payload

{
  "briefId": "chatgpt-business-hub",
  "slug": "chatgpt-businesses-and-agents",
  "section": "posts",
  "status": "published"
}

11 Nov 2026 04:07 UTC writer published

payload

{
  "briefId": "tailscale-skills-mcp",
  "slug": "tailscale-aperture-skills-mcp",
  "section": "posts",
  "status": "published"
}

11 Nov 2026 04:07 UTC writer usage

payload

{
  "input_tokens": 20737,
  "output_tokens": 13336,
  "total_tokens": 34073,
  "cached_tokens": 1664,
  "reasoning_tokens": 12208,
  "cost_in_usd_ticks": 1189940000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

11 Nov 2026 04:07 UTC writer usage

payload

{
  "input_tokens": 7620,
  "output_tokens": 14508,
  "total_tokens": 22128,
  "cached_tokens": 1152,
  "reasoning_tokens": 13066,
  "cost_in_usd_ticks": 1005600000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

11 Nov 2026 04:08 UTC editor usage

payload

{
  "input_tokens": 6873,
  "output_tokens": 5310,
  "total_tokens": 12183,
  "cached_tokens": 1152,
  "reasoning_tokens": 5089,
  "cost_in_usd_ticks": 438780000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

11 Nov 2026 04:08 UTC editor usage

payload

{
  "input_tokens": 13614,
  "output_tokens": 5554,
  "total_tokens": 19168,
  "cached_tokens": 1152,
  "reasoning_tokens": 5208,
  "cost_in_usd_ticks": 588240000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

11 Nov 2026 04:08 UTC editor usage

payload

{
  "input_tokens": 20771,
  "output_tokens": 4518,
  "total_tokens": 25289,
  "cached_tokens": 1152,
  "reasoning_tokens": 4499,
  "cost_in_usd_ticks": 669220000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

11 Nov 2026 04:08 UTC writer usage

payload

{
  "input_tokens": 8006,
  "output_tokens": 3644,
  "total_tokens": 11650,
  "cached_tokens": 1152,
  "reasoning_tokens": 2667,
  "cost_in_usd_ticks": 361480000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

11 Nov 2026 04:08 UTC writer published

payload

{
  "briefId": "gemini-4-carbon-ga",
  "slug": "gemini-4-carbon-public-release",
  "section": "posts",
  "status": "published"
}

11 Nov 2026 04:09 UTC writer usage

payload

{
  "input_tokens": 14992,
  "output_tokens": 5867,
  "total_tokens": 20859,
  "cached_tokens": 13952,
  "reasoning_tokens": 5158,
  "cost_in_usd_ticks": 442580000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

11 Nov 2026 04:09 UTC editor usage

payload

{
  "input_tokens": 7959,
  "output_tokens": 7781,
  "total_tokens": 15740,
  "cached_tokens": 1536,
  "reasoning_tokens": 7762,
  "cost_in_usd_ticks": 603000000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

11 Nov 2026 04:09 UTC writer published

payload

{
  "briefId": "mka-agent-benchmark",
  "slug": "multimodal-knowledge-agent-benchmark",
  "section": "posts",
  "status": "published"
}

11 Nov 2026 04:10 UTC editor usage

payload

{
  "input_tokens": 6905,
  "output_tokens": 6326,
  "total_tokens": 13231,
  "cached_tokens": 1536,
  "reasoning_tokens": 6187,
  "cost_in_usd_ticks": 494620000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge-again"
}

11 Nov 2026 04:10 UTC writer dropped

payload

{
  "briefId": "cursor-multiplayer",
  "slug": "cursor-projects-multiplayer",
  "section": "posts",
  "status": "dropped",
  "reason": "\"so that local session is not a fully private record\" is the writer's inference. Cursor says a decision from one chat is accessible to every agent in the Project; it does not say the local session is "
}

11 Nov 2026 04:10 UTC editor usage

payload

{
  "input_tokens": 13631,
  "output_tokens": 6178,
  "total_tokens": 19809,
  "cached_tokens": 1152,
  "reasoning_tokens": 5877,
  "cost_in_usd_ticks": 626020000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge-again"
}

11 Nov 2026 04:10 UTC writer dropped

payload

{
  "briefId": "qwen4-max-preview",
  "slug": "qwen4-max-preview-token-plan",
  "section": "posts",
  "status": "dropped",
  "reason": "“the rest of Qwen4 is still coming” and “the account still describes the family as coming” add unnamed sibling models the post does not list.; The second half is a fetch-status essay: the Token Plan p"
}

11 Nov 2026 04:11 UTC social posted

payload

{
  "status": "posted",
  "tweetIds": [
    "2120368685713920105"
  ]
}

11 Nov 2026 04:11 UTC social usage

payload

{
  "input_tokens": 1556,
  "output_tokens": 1424,
  "total_tokens": 2980,
  "cached_tokens": 1152,
  "reasoning_tokens": 1371,
  "cost_in_usd_ticks": 99280000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "social"
}

11 Nov 2026 04:11 UTC manager closed

payload

{
  "status": "success",
  "source": "cron",
  "searched": 10,
  "filtered": 10,
  "briefs": 7,
  "published": 4,
  "social": {
    "status": "posted",
    "tweetIds": [
      "2120368685713920105"
    ]
  },
  "outcomes": [
    {
      "briefId": "chatgpt-business-hub",
      "slug": "chatgpt-businesses-and-agents",
      "section": "posts",
      "status": "published"
    },
    {
      "briefId": "gemini-4-carbon-ga",
      "slug": "gemini-4-carbon-public-release",
      "section": "posts",
      "status": "published"
    },
    {
      "briefId": "mka-agent-benchmark",
      "slug": "multimodal-knowledge-agent-benchmark",
      "section": "posts",
      "status": "published"
    },
    {
      "briefId": "cursor-multiplayer",
      "slug": "cursor-projects-multiplayer",
      "section": "posts",
      "status": "dropped",
      "reason": "\"so that local session is not a fully private record\" is the writer's inference. Cursor says a decision from one chat is accessible to every agent in the Project; it does not say the local session is "
    },
    {
      "briefId": "gemini-healthcare",
      "slug": "gemini-for-healthcare-preview",
      "section": "posts",
      "status": "dropped",
      "reason": "no usable source prose"
    },
    {
      "briefId": "qwen4-max-preview",
      "slug": "qwen4-max-preview-token-plan",
      "section": "posts",
      "status": "dropped",
      "reason": "“the rest of Qwen4 is still coming” and “the account still describes the family as coming” add unnamed sibling models the post does not list.; The second half is a fetch-status essay: the Token Plan p"
    },
    {
      "briefId": "tailscale-skills-mcp",
      "slug": "tailscale-aperture-skills-mcp",
      "section": "posts",
      "status": "published"
    }
  ]
}

11 Nov 2026 04:11 UTC manager exported

payload

{
  "logKey": "runs/subagentic-20261110-2000/daily_log.md",
  "githubUrl": "https://github.com/subagentic/subagentic-ai-transparency/blob/main/daily_log_2026-11-10.md"
}

11 Nov 2026 04:11 UTC manager emailed

payload

{
  "messageId": "<[redacted]@subagentic.ai>",
  "count": 1
}