Run log

subagentic-20261006-2000

success started 7 Oct 2026 03:00 UTC finished 7 Oct 2026 03:15 UTC 5 articles

All runs · How a run works · GitHub daily log

Published

Dell maps enterprise data for agents, with the graph still a 2027 release News · 7 Oct 2026
OpenAI trains computer-use agents with Ironclad on 11 contracting tasks News · 7 Oct 2026
Atlassian and OpenAI put GPT-6 models behind Rovo and Teamwork Graph context News · 7 Oct 2026
Claude Code 2.1.292 sets sub-agent effort and closes permission bypasses News · 7 Oct 2026
How to create a custom Claude Code subagent How-Tos · 7 Oct 2026

Events

7 Oct 2026 03:00 UTC manager opened

payload

{
  "runId": "subagentic-20261006-2000"
}

7 Oct 2026 03:00 UTC manager trigger

payload

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

7 Oct 2026 03:01 UTC searcher candidates
payload
```
{
  "count": 10,
  "lightDay": false
}
```

7 Oct 2026 03:01 UTC searcher usage

payload

{
  "input_tokens": 6390,
  "output_tokens": 481,
  "total_tokens": 6871,
  "cached_tokens": 1152,
  "reasoning_tokens": 330,
  "cost_in_usd_ticks": 139380000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 1,
  "web_search_calls": 0,
  "x_search_calls": 1,
  "step": "search-0"
}

7 Oct 2026 03:01 UTC searcher usage

payload

{
  "input_tokens": 9085,
  "output_tokens": 419,
  "total_tokens": 9504,
  "cached_tokens": 1152,
  "reasoning_tokens": 347,
  "cost_in_usd_ticks": 189560000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "search-1"
}

7 Oct 2026 03:01 UTC searcher usage

payload

{
  "input_tokens": 11469,
  "output_tokens": 2169,
  "total_tokens": 13638,
  "cached_tokens": 8960,
  "reasoning_tokens": 1216,
  "cost_in_usd_ticks": 225120000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "search-2"
}

7 Oct 2026 03:01 UTC manager prefilter
payload
```
{
  "kept": 10
}
```

7 Oct 2026 03:04 UTC analyst slate

payload

{
  "count": 7,
  "quietDay": false,
  "rejections": [
    {
      "url": "https://openai.com/index/jump-trading",
      "reason": "promotional"
    },
    {
      "url": "https://x.com/i/status/2107486048154738995",
      "reason": "low-signal"
    },
    {
      "url": "https://x.com/i/status/2107600784850636954",
      "reason": "low-signal"
    }
  ],
  "unreported": 0
}

7 Oct 2026 03:04 UTC analyst usage

payload

{
  "input_tokens": 108140,
  "output_tokens": 11440,
  "total_tokens": 119580,
  "cached_tokens": 28672,
  "reasoning_tokens": 6236,
  "cost_in_usd_ticks": 3419120000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 18,
  "web_search_calls": 14,
  "x_search_calls": 4,
  "step": "analyze"
}

7 Oct 2026 03:05 UTC writer usage

payload

{
  "input_tokens": 4969,
  "output_tokens": 8025,
  "total_tokens": 12994,
  "cached_tokens": 1152,
  "reasoning_tokens": 7210,
  "cost_in_usd_ticks": 563600000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

7 Oct 2026 03:05 UTC writer usage

payload

{
  "input_tokens": 5765,
  "output_tokens": 8392,
  "total_tokens": 14157,
  "cached_tokens": 1152,
  "reasoning_tokens": 7575,
  "cost_in_usd_ticks": 601540000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

7 Oct 2026 03:06 UTC writer usage

payload

{
  "input_tokens": 15367,
  "output_tokens": 8570,
  "total_tokens": 23937,
  "cached_tokens": 1152,
  "reasoning_tokens": 6953,
  "cost_in_usd_ticks": 804260000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

7 Oct 2026 03:06 UTC editor usage

payload

{
  "input_tokens": 4750,
  "output_tokens": 4425,
  "total_tokens": 9175,
  "cached_tokens": 1152,
  "reasoning_tokens": 4305,
  "cost_in_usd_ticks": 343220000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

7 Oct 2026 03:06 UTC writer usage

payload

{
  "input_tokens": 6754,
  "output_tokens": 12596,
  "total_tokens": 19350,
  "cached_tokens": 1152,
  "reasoning_tokens": 11122,
  "cost_in_usd_ticks": 873560000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

7 Oct 2026 03:06 UTC writer usage

payload

{
  "input_tokens": 5911,
  "output_tokens": 1565,
  "total_tokens": 7476,
  "cached_tokens": 4864,
  "reasoning_tokens": 748,
  "cost_in_usd_ticks": 139160000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

7 Oct 2026 03:06 UTC editor usage

payload

{
  "input_tokens": 5555,
  "output_tokens": 4749,
  "total_tokens": 10304,
  "cached_tokens": 1152,
  "reasoning_tokens": 4535,
  "cost_in_usd_ticks": 378760000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

7 Oct 2026 03:06 UTC writer usage

payload

{
  "input_tokens": 5366,
  "output_tokens": 14100,
  "total_tokens": 19466,
  "cached_tokens": 1152,
  "reasoning_tokens": 12169,
  "cost_in_usd_ticks": 936040000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

7 Oct 2026 03:07 UTC editor usage

payload

{
  "input_tokens": 15796,
  "output_tokens": 7701,
  "total_tokens": 23497,
  "cached_tokens": 1536,
  "reasoning_tokens": 7682,
  "cost_in_usd_ticks": 754940000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

7 Oct 2026 03:07 UTC editor usage

payload

{
  "input_tokens": 4750,
  "output_tokens": 4123,
  "total_tokens": 8873,
  "cached_tokens": 1536,
  "reasoning_tokens": 4104,
  "cost_in_usd_ticks": 319340000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge-again"
}

7 Oct 2026 03:07 UTC writer usage

payload

{
  "input_tokens": 8577,
  "output_tokens": 17192,
  "total_tokens": 25769,
  "cached_tokens": 1152,
  "reasoning_tokens": 14797,
  "cost_in_usd_ticks": 1185780000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

7 Oct 2026 03:07 UTC writer published

payload

{
  "briefId": "dell-agent-context",
  "slug": "dell-ai-data-platform-agent-context",
  "section": "posts",
  "status": "published"
}

7 Oct 2026 03:07 UTC writer published

payload

{
  "briefId": "ironclad-computer-use",
  "slug": "openai-ironclad-computer-use-contracting",
  "section": "posts",
  "status": "published"
}

7 Oct 2026 03:08 UTC editor usage

payload

{
  "input_tokens": 7074,
  "output_tokens": 6919,
  "total_tokens": 13993,
  "cached_tokens": 1536,
  "reasoning_tokens": 6900,
  "cost_in_usd_ticks": 533580000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

7 Oct 2026 03:08 UTC writer usage

payload

{
  "input_tokens": 6797,
  "output_tokens": 8381,
  "total_tokens": 15178,
  "cached_tokens": 1152,
  "reasoning_tokens": 7520,
  "cost_in_usd_ticks": 621520000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

7 Oct 2026 03:08 UTC writer published

payload

{
  "briefId": "atlassian-openai-deal",
  "slug": "atlassian-openai-teamwork-graph-agents",
  "section": "posts",
  "status": "published"
}

7 Oct 2026 03:08 UTC editor usage

payload

{
  "input_tokens": 7236,
  "output_tokens": 7297,
  "total_tokens": 14533,
  "cached_tokens": 1152,
  "reasoning_tokens": 7080,
  "cost_in_usd_ticks": 565260000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

7 Oct 2026 03:09 UTC editor usage

payload

{
  "input_tokens": 5601,
  "output_tokens": 5193,
  "total_tokens": 10794,
  "cached_tokens": 1536,
  "reasoning_tokens": 5174,
  "cost_in_usd_ticks": 400560000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge-again"
}

7 Oct 2026 03:09 UTC writer published

payload

{
  "briefId": "claude-code-292",
  "slug": "claude-code-2-1-292-agent-effort",
  "section": "posts",
  "status": "published"
}

7 Oct 2026 03:09 UTC writer usage

payload

{
  "input_tokens": 11090,
  "output_tokens": 30421,
  "total_tokens": 41511,
  "cached_tokens": 1152,
  "reasoning_tokens": 28084,
  "cost_in_usd_ticks": 2029780000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

7 Oct 2026 03:09 UTC writer usage

payload

{
  "input_tokens": 7517,
  "output_tokens": 10788,
  "total_tokens": 18305,
  "cached_tokens": 1152,
  "reasoning_tokens": 8914,
  "cost_in_usd_ticks": 780340000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

7 Oct 2026 03:11 UTC editor usage

payload

{
  "input_tokens": 13397,
  "output_tokens": 9825,
  "total_tokens": 23222,
  "cached_tokens": 1152,
  "reasoning_tokens": 9806,
  "cost_in_usd_ticks": 840160000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

7 Oct 2026 03:11 UTC editor usage

payload

{
  "input_tokens": 7178,
  "output_tokens": 8782,
  "total_tokens": 15960,
  "cached_tokens": 1152,
  "reasoning_tokens": 8763,
  "cost_in_usd_ticks": 653200000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge-again"
}

7 Oct 2026 03:11 UTC writer published

payload

{
  "briefId": "claude-custom-subagents",
  "slug": "create-custom-claude-code-subagents",
  "section": "howtos",
  "status": "published"
}

7 Oct 2026 03:11 UTC writer dropped

payload

{
  "briefId": "connect-atlassian-ai",
  "slug": "connect-chatgpt-codex-jira-confluence",
  "section": "howtos",
  "status": "dropped",
  "reason": "edition full"
}

7 Oct 2026 03:12 UTC writer usage

payload

{
  "input_tokens": 11051,
  "output_tokens": 23362,
  "total_tokens": 34413,
  "cached_tokens": 1920,
  "reasoning_tokens": 20859,
  "cost_in_usd_ticks": 1593940000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-rewrite-gate"
}

7 Oct 2026 03:14 UTC editor usage

payload

{
  "input_tokens": 11117,
  "output_tokens": 12933,
  "total_tokens": 24050,
  "cached_tokens": 1152,
  "reasoning_tokens": 12914,
  "cost_in_usd_ticks": 981040000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

7 Oct 2026 03:14 UTC writer dropped

payload

{
  "briefId": "set-claude-api-effort",
  "slug": "set-claude-api-effort-level",
  "section": "howtos",
  "status": "dropped",
  "reason": "edition full"
}

7 Oct 2026 03:15 UTC social posted

payload

{
  "status": "posted",
  "tweetIds": [
    "2107671012477489206"
  ]
}

7 Oct 2026 03:15 UTC social usage

payload

{
  "input_tokens": 1586,
  "output_tokens": 2959,
  "total_tokens": 4545,
  "cached_tokens": 1152,
  "reasoning_tokens": 2895,
  "cost_in_usd_ticks": 191980000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "social"
}

7 Oct 2026 03:15 UTC manager closed

payload

{
  "status": "success",
  "source": "cron",
  "searched": 10,
  "filtered": 10,
  "briefs": 7,
  "published": 5,
  "social": {
    "status": "posted",
    "tweetIds": [
      "2107671012477489206"
    ]
  },
  "outcomes": [
    {
      "briefId": "ironclad-computer-use",
      "slug": "openai-ironclad-computer-use-contracting",
      "section": "posts",
      "status": "published"
    },
    {
      "briefId": "atlassian-openai-deal",
      "slug": "atlassian-openai-teamwork-graph-agents",
      "section": "posts",
      "status": "published"
    },
    {
      "briefId": "claude-code-292",
      "slug": "claude-code-2-1-292-agent-effort",
      "section": "posts",
      "status": "published"
    },
    {
      "briefId": "claude-custom-subagents",
      "slug": "create-custom-claude-code-subagents",
      "section": "howtos",
      "status": "published"
    },
    {
      "briefId": "connect-atlassian-ai",
      "slug": "connect-chatgpt-codex-jira-confluence",
      "section": "howtos",
      "status": "dropped",
      "reason": "edition full"
    },
    {
      "briefId": "set-claude-api-effort",
      "slug": "set-claude-api-effort-level",
      "section": "howtos",
      "status": "dropped",
      "reason": "edition full"
    },
    {
      "briefId": "dell-agent-context",
      "slug": "dell-ai-data-platform-agent-context",
      "section": "posts",
      "status": "published"
    }
  ]
}

7 Oct 2026 03:15 UTC manager exported

payload

{
  "logKey": "runs/subagentic-20261006-2000/daily_log.md",
  "githubUrl": "https://github.com/subagentic/subagentic-ai-transparency/blob/main/daily_log_2026-10-06.md"
}

7 Oct 2026 03:15 UTC manager emailed

payload

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