Run log

subagentic-20261011-0800

success started 11 Oct 2026 15:00 UTC finished 11 Oct 2026 15:12 UTC 4 articles

All runs · How a run works · GitHub daily log

Published

How to message a Grok Bot and start a group chat How-Tos · 11 Oct 2026
A ChatGPT dot can now edit Work automations and pick up Codex threads News · 11 Oct 2026
A Business Insider workplace test hit ChatGPT Dot sharing and login walls News · 11 Oct 2026
How to create a Codex skill How-Tos · 11 Oct 2026

Events

11 Oct 2026 15:00 UTC manager opened

payload

{
  "runId": "subagentic-20261011-0800"
}

11 Oct 2026 15:00 UTC manager trigger

payload

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

11 Oct 2026 15:01 UTC searcher candidates
payload
```
{
  "count": 10,
  "lightDay": false
}
```

11 Oct 2026 15:01 UTC searcher usage

payload

{
  "input_tokens": 5492,
  "output_tokens": 218,
  "total_tokens": 5710,
  "cached_tokens": 1152,
  "reasoning_tokens": 64,
  "cost_in_usd_ticks": 105640000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 1,
  "web_search_calls": 0,
  "x_search_calls": 1,
  "step": "search-0"
}

11 Oct 2026 15:01 UTC searcher usage

payload

{
  "input_tokens": 9013,
  "output_tokens": 340,
  "total_tokens": 9353,
  "cached_tokens": 1152,
  "reasoning_tokens": 212,
  "cost_in_usd_ticks": 183380000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "search-1"
}

11 Oct 2026 15:01 UTC searcher usage

payload

{
  "input_tokens": 10478,
  "output_tokens": 1925,
  "total_tokens": 12403,
  "cached_tokens": 2304,
  "reasoning_tokens": 1103,
  "cost_in_usd_ticks": 290500000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "search-2"
}

11 Oct 2026 15:01 UTC manager prefilter
payload
```
{
  "kept": 10
}
```

11 Oct 2026 15:03 UTC analyst slate

payload

{
  "count": 7,
  "quietDay": false,
  "quietNote": "Confirmable news is concentrated on ChatGPT Dots; the rest of the slate is evergreen official how-tos from other harnesses.",
  "rejections": [
    {
      "url": "https://mixed-news.com/en/chatgpt-dots-mobile-app-codex-threads-work-automations/",
      "reason": "low-signal"
    },
    {
      "url": "https://help.openai.com/en/articles/20001530-getting-started-with-your-dot",
      "reason": "duplicate"
    },
    {
      "url": "https://code.visualstudio.com/docs/agent-customization/mcp-servers",
      "reason": "duplicate"
    },
    {
      "url": "https://x.com/i/status/2109019339060081073",
      "reason": "low-signal"
    },
    {
      "url": "https://x.com/i/status/2109041206097289420",
      "reason": "low-signal"
    },
    {
      "url": "https://x.com/i/status/2109047402648977723",
      "reason": "promotional"
    }
  ],
  "unreported": 0
}

11 Oct 2026 15:03 UTC analyst usage

payload

{
  "input_tokens": 185601,
  "output_tokens": 11818,
  "total_tokens": 197419,
  "cached_tokens": 102528,
  "reasoning_tokens": 7659,
  "cost_in_usd_ticks": 4133180000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 22,
  "web_search_calls": 18,
  "x_search_calls": 4,
  "step": "analyze"
}

11 Oct 2026 15:05 UTC writer usage

payload

{
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  "output_tokens": 9932,
  "total_tokens": 13907,
  "cached_tokens": 1152,
  "reasoning_tokens": 9121,
  "cost_in_usd_ticks": 658140000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

11 Oct 2026 15:05 UTC writer usage

payload

{
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  "output_tokens": 10566,
  "total_tokens": 15829,
  "cached_tokens": 1920,
  "reasoning_tokens": 8735,
  "cost_in_usd_ticks": 710420000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

11 Oct 2026 15:06 UTC editor usage

payload

{
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  "cached_tokens": 1152,
  "reasoning_tokens": 4756,
  "cost_in_usd_ticks": 356080000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

11 Oct 2026 15:06 UTC writer usage

payload

{
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  "output_tokens": 19665,
  "total_tokens": 24677,
  "cached_tokens": 1152,
  "reasoning_tokens": 17762,
  "cost_in_usd_ticks": 1262860000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

11 Oct 2026 15:06 UTC editor usage

payload

{
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  "total_tokens": 28845,
  "cached_tokens": 8320,
  "reasoning_tokens": 5322,
  "cost_in_usd_ticks": 819180000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 3,
  "web_search_calls": 3,
  "x_search_calls": 0,
  "step": "record-judge"
}

11 Oct 2026 15:06 UTC writer usage

payload

{
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  "cached_tokens": 3968,
  "reasoning_tokens": 1691,
  "cost_in_usd_ticks": 191420000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

11 Oct 2026 15:06 UTC writer published

payload

{
  "briefId": "grok-bot-chat",
  "slug": "message-grok-bot-group",
  "section": "howtos",
  "status": "published"
}

11 Oct 2026 15:06 UTC writer usage

payload

{
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  "output_tokens": 22342,
  "total_tokens": 28398,
  "cached_tokens": 1152,
  "reasoning_tokens": 21531,
  "cost_in_usd_ticks": 1444360000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

11 Oct 2026 15:06 UTC writer usage

payload

{
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  "cached_tokens": 1152,
  "reasoning_tokens": 20191,
  "cost_in_usd_ticks": 1431280000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

11 Oct 2026 15:07 UTC writer usage

payload

{
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  "total_tokens": 36623,
  "cached_tokens": 1152,
  "reasoning_tokens": 20841,
  "cost_in_usd_ticks": 1679260000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

11 Oct 2026 15:07 UTC editor usage

payload

{
  "input_tokens": 20080,
  "output_tokens": 5993,
  "total_tokens": 26073,
  "cached_tokens": 3840,
  "reasoning_tokens": 5542,
  "cost_in_usd_ticks": 803580000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 2,
  "web_search_calls": 2,
  "x_search_calls": 0,
  "step": "record-judge"
}

11 Oct 2026 15:07 UTC writer usage

payload

{
  "input_tokens": 12875,
  "output_tokens": 26883,
  "total_tokens": 39758,
  "cached_tokens": 1920,
  "reasoning_tokens": 24146,
  "cost_in_usd_ticks": 1841680000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

11 Oct 2026 15:07 UTC editor usage

payload

{
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  "output_tokens": 6225,
  "total_tokens": 10060,
  "cached_tokens": 1152,
  "reasoning_tokens": 6206,
  "cost_in_usd_ticks": 432920000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge-again"
}

11 Oct 2026 15:08 UTC writer published

payload

{
  "briefId": "dots-codex-tasks",
  "slug": "chatgpt-dot-edits-work-automations",
  "section": "posts",
  "status": "published"
}

11 Oct 2026 15:08 UTC editor usage

payload

{
  "input_tokens": 5987,
  "output_tokens": 7643,
  "total_tokens": 13630,
  "cached_tokens": 1152,
  "reasoning_tokens": 7335,
  "cost_in_usd_ticks": 561040000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

11 Oct 2026 15:08 UTC writer usage

payload

{
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  "output_tokens": 8733,
  "total_tokens": 16015,
  "cached_tokens": 1920,
  "reasoning_tokens": 6763,
  "cost_in_usd_ticks": 640820000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

11 Oct 2026 15:08 UTC writer usage

payload

{
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  "output_tokens": 11175,
  "total_tokens": 19096,
  "cached_tokens": 5760,
  "reasoning_tokens": 9186,
  "cost_in_usd_ticks": 742520000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-rewrite-gate"
}

11 Oct 2026 15:08 UTC writer usage

payload

{
  "input_tokens": 7177,
  "output_tokens": 3255,
  "total_tokens": 10432,
  "cached_tokens": 1664,
  "reasoning_tokens": 2422,
  "cost_in_usd_ticks": 313880000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

11 Oct 2026 15:09 UTC writer usage

payload

{
  "input_tokens": 15728,
  "output_tokens": 10061,
  "total_tokens": 25789,
  "cached_tokens": 12800,
  "reasoning_tokens": 7657,
  "cost_in_usd_ticks": 726220000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-rewrite-gate"
}

11 Oct 2026 15:10 UTC writer usage

payload

{
  "input_tokens": 15868,
  "output_tokens": 18766,
  "total_tokens": 34634,
  "cached_tokens": 12416,
  "reasoning_tokens": 15793,
  "cost_in_usd_ticks": 1257080000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-rewrite-gate"
}

11 Oct 2026 15:10 UTC writer dropped

payload

{
  "briefId": "build-mcp-server",
  "slug": "build-an-mcp-server",
  "section": "howtos",
  "status": "dropped",
  "reason": "unsourced commands: \"args\": [; \"--directory\",; \"/ABSOLUTE/PATH/TO/PARENT/FOLDER/weather\",; \"run\",; \"weather.py\""
}

11 Oct 2026 15:10 UTC editor usage

payload

{
  "input_tokens": 21820,
  "output_tokens": 9656,
  "total_tokens": 31476,
  "cached_tokens": 7936,
  "reasoning_tokens": 9338,
  "cost_in_usd_ticks": 1046720000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 3,
  "web_search_calls": 3,
  "x_search_calls": 0,
  "step": "record-judge-again"
}

11 Oct 2026 15:10 UTC writer dropped

payload

{
  "briefId": "grok-bot-start",
  "slug": "start-grok-bot-desktop",
  "section": "howtos",
  "status": "dropped",
  "reason": "\"Keep a review point in that second request: what it must not change, and that it should ask you to sign in if needed\" is not in the fetched page. That page defines review point as \"When should it sto"
}

11 Oct 2026 15:10 UTC editor usage

payload

{
  "input_tokens": 22714,
  "output_tokens": 10491,
  "total_tokens": 33205,
  "cached_tokens": 3840,
  "reasoning_tokens": 10244,
  "cost_in_usd_ticks": 1126140000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 2,
  "web_search_calls": 2,
  "x_search_calls": 0,
  "step": "record-judge"
}

11 Oct 2026 15:10 UTC editor usage

payload

{
  "input_tokens": 6008,
  "output_tokens": 6802,
  "total_tokens": 12810,
  "cached_tokens": 1536,
  "reasoning_tokens": 6783,
  "cost_in_usd_ticks": 505240000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge-again"
}

11 Oct 2026 15:10 UTC editor usage

payload

{
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  "output_tokens": 8154,
  "total_tokens": 23563,
  "cached_tokens": 2688,
  "reasoning_tokens": 7909,
  "cost_in_usd_ticks": 757100000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

11 Oct 2026 15:10 UTC writer usage

payload

{
  "input_tokens": 8039,
  "output_tokens": 2851,
  "total_tokens": 10890,
  "cached_tokens": 5760,
  "reasoning_tokens": 855,
  "cost_in_usd_ticks": 245440000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

11 Oct 2026 15:10 UTC writer published

payload

{
  "briefId": "dots-it-friction",
  "slug": "openai-dot-workplace-it-test",
  "section": "posts",
  "status": "published"
}

11 Oct 2026 15:11 UTC writer usage

payload

{
  "input_tokens": 15526,
  "output_tokens": 6325,
  "total_tokens": 21851,
  "cached_tokens": 12800,
  "reasoning_tokens": 3926,
  "cost_in_usd_ticks": 498020000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

11 Oct 2026 15:11 UTC writer dropped

payload

{
  "briefId": "langchain-first-agent",
  "slug": "create-agent-langchain",
  "section": "howtos",
  "status": "dropped",
  "reason": "unsourced commands: provider:model"
}

11 Oct 2026 15:11 UTC editor usage

payload

{
  "input_tokens": 26697,
  "output_tokens": 7575,
  "total_tokens": 34272,
  "cached_tokens": 3840,
  "reasoning_tokens": 7480,
  "cost_in_usd_ticks": 1030840000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 2,
  "web_search_calls": 2,
  "x_search_calls": 0,
  "step": "record-judge-again"
}

11 Oct 2026 15:12 UTC writer published

payload

{
  "briefId": "codex-skill-create",
  "slug": "create-a-codex-skill",
  "section": "howtos",
  "status": "published"
}

11 Oct 2026 15:12 UTC social posted

payload

{
  "status": "posted",
  "tweetIds": [
    "2109301080035332110"
  ]
}

11 Oct 2026 15:12 UTC social usage

payload

{
  "input_tokens": 1555,
  "output_tokens": 793,
  "total_tokens": 2348,
  "cached_tokens": 1152,
  "reasoning_tokens": 740,
  "cost_in_usd_ticks": 61400000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "social"
}

11 Oct 2026 15:12 UTC manager closed

payload

{
  "status": "success",
  "source": "cron",
  "searched": 10,
  "filtered": 10,
  "briefs": 7,
  "published": 4,
  "social": {
    "status": "posted",
    "tweetIds": [
      "2109301080035332110"
    ]
  },
  "outcomes": [
    {
      "briefId": "dots-codex-tasks",
      "slug": "chatgpt-dot-edits-work-automations",
      "section": "posts",
      "status": "published"
    },
    {
      "briefId": "build-mcp-server",
      "slug": "build-an-mcp-server",
      "section": "howtos",
      "status": "dropped",
      "reason": "unsourced commands: \"args\": [; \"--directory\",; \"/ABSOLUTE/PATH/TO/PARENT/FOLDER/weather\",; \"run\",; \"weather.py\""
    },
    {
      "briefId": "grok-bot-start",
      "slug": "start-grok-bot-desktop",
      "section": "howtos",
      "status": "dropped",
      "reason": "\"Keep a review point in that second request: what it must not change, and that it should ask you to sign in if needed\" is not in the fetched page. That page defines review point as \"When should it sto"
    },
    {
      "briefId": "codex-skill-create",
      "slug": "create-a-codex-skill",
      "section": "howtos",
      "status": "published"
    },
    {
      "briefId": "grok-bot-chat",
      "slug": "message-grok-bot-group",
      "section": "howtos",
      "status": "published"
    },
    {
      "briefId": "langchain-first-agent",
      "slug": "create-agent-langchain",
      "section": "howtos",
      "status": "dropped",
      "reason": "unsourced commands: provider:model"
    },
    {
      "briefId": "dots-it-friction",
      "slug": "openai-dot-workplace-it-test",
      "section": "posts",
      "status": "published"
    }
  ]
}

11 Oct 2026 15:12 UTC manager exported

payload

{
  "logKey": "runs/subagentic-20261011-0800/daily_log.md",
  "githubUrl": "https://github.com/subagentic/subagentic-ai-transparency/blob/main/daily_log_2026-10-11.md"
}

11 Oct 2026 15:12 UTC manager emailed

payload

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