Run log

subagentic-20261027-2000

success started 28 Oct 2026 03:00 UTC finished 28 Oct 2026 03:17 UTC 5 articles

All runs · How a run works · GitHub daily log

Published

OpenClaw 2026.10.8 patches the secret egress proxy and sandboxed host CLI path News · 28 Oct 2026
Claude Code 2.1.312 adds an OIDC claim and stops safety_event News · 28 Oct 2026
Oracle brings its apps into ChatGPT and announces an OpenAI-powered suite News · 28 Oct 2026
How to use the Data plugin in ChatGPT Work and Codex How-Tos · 28 Oct 2026
How to configure the Google Drive MCP server How-Tos · 28 Oct 2026

Events

28 Oct 2026 03:00 UTC manager opened

payload

{
  "runId": "subagentic-20261027-2000"
}

28 Oct 2026 03:00 UTC manager trigger

payload

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

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

28 Oct 2026 03:01 UTC searcher usage

payload

{
  "input_tokens": 6759,
  "output_tokens": 304,
  "total_tokens": 7063,
  "cached_tokens": 1152,
  "reasoning_tokens": 152,
  "cost_in_usd_ticks": 286140000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 1,
  "web_search_calls": 0,
  "x_search_calls": 1,
  "step": "search-0"
}

28 Oct 2026 03:01 UTC searcher usage

payload

{
  "input_tokens": 10102,
  "output_tokens": 268,
  "total_tokens": 10370,
  "cached_tokens": 1152,
  "reasoning_tokens": 176,
  "cost_in_usd_ticks": 200840000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "search-1"
}

28 Oct 2026 03:01 UTC searcher usage

payload

{
  "input_tokens": 12401,
  "output_tokens": 1836,
  "total_tokens": 14237,
  "cached_tokens": 1152,
  "reasoning_tokens": 839,
  "cost_in_usd_ticks": 340900000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "search-2"
}

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

28 Oct 2026 03:04 UTC analyst slate

payload

{
  "count": 7,
  "quietDay": false,
  "quietNote": "Fresh slate is Oracle, OpenClaw, SuperPlane, and Polar, plus setup docs. Customer case studies were dropped as promotional.",
  "rejections": [
    {
      "url": "https://openai.com/index/retell-ai",
      "reason": "promotional"
    },
    {
      "url": "https://openai.com/index/check-point-daybreak",
      "reason": "promotional"
    },
    {
      "url": "https://x.com/i/status/2115088317364502558",
      "reason": "selection-cap"
    }
  ],
  "unreported": 0
}

28 Oct 2026 03:04 UTC analyst usage

payload

{
  "input_tokens": 79532,
  "output_tokens": 11950,
  "total_tokens": 91482,
  "cached_tokens": 34176,
  "reasoning_tokens": 6926,
  "cost_in_usd_ticks": 2945000000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 15,
  "web_search_calls": 12,
  "x_search_calls": 3,
  "step": "analyze"
}

28 Oct 2026 03:05 UTC writer usage

payload

{
  "input_tokens": 3899,
  "output_tokens": 8739,
  "total_tokens": 12638,
  "cached_tokens": 1152,
  "reasoning_tokens": 8006,
  "cost_in_usd_ticks": 585040000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

28 Oct 2026 03:05 UTC writer usage

payload

{
  "input_tokens": 29268,
  "output_tokens": 8912,
  "total_tokens": 38180,
  "cached_tokens": 1152,
  "reasoning_tokens": 7961,
  "cost_in_usd_ticks": 1102800000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

28 Oct 2026 03:06 UTC writer usage

payload

{
  "input_tokens": 5795,
  "output_tokens": 12500,
  "total_tokens": 18295,
  "cached_tokens": 1152,
  "reasoning_tokens": 10313,
  "cost_in_usd_ticks": 848620000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

28 Oct 2026 03:06 UTC editor usage

payload

{
  "input_tokens": 29086,
  "output_tokens": 5250,
  "total_tokens": 34336,
  "cached_tokens": 1152,
  "reasoning_tokens": 5034,
  "cost_in_usd_ticks": 879440000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

28 Oct 2026 03:07 UTC writer usage

payload

{
  "input_tokens": 9433,
  "output_tokens": 15323,
  "total_tokens": 24756,
  "cached_tokens": 1152,
  "reasoning_tokens": 13838,
  "cost_in_usd_ticks": 1090760000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

28 Oct 2026 03:07 UTC editor usage

payload

{
  "input_tokens": 3729,
  "output_tokens": 7118,
  "total_tokens": 10847,
  "cached_tokens": 1152,
  "reasoning_tokens": 6980,
  "cost_in_usd_ticks": 484380000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

28 Oct 2026 03:07 UTC writer usage

payload

{
  "input_tokens": 30441,
  "output_tokens": 5142,
  "total_tokens": 35583,
  "cached_tokens": 29184,
  "reasoning_tokens": 4218,
  "cost_in_usd_ticks": 479580000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

28 Oct 2026 03:07 UTC writer usage

payload

{
  "input_tokens": 9648,
  "output_tokens": 21941,
  "total_tokens": 31589,
  "cached_tokens": 1152,
  "reasoning_tokens": 19837,
  "cost_in_usd_ticks": 1492140000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

28 Oct 2026 03:07 UTC writer usage

payload

{
  "input_tokens": 4775,
  "output_tokens": 4697,
  "total_tokens": 9472,
  "cached_tokens": 1152,
  "reasoning_tokens": 3972,
  "cost_in_usd_ticks": 360040000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

28 Oct 2026 03:08 UTC editor usage

payload

{
  "input_tokens": 9810,
  "output_tokens": 8145,
  "total_tokens": 17955,
  "cached_tokens": 1152,
  "reasoning_tokens": 7680,
  "cost_in_usd_ticks": 667620000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

28 Oct 2026 03:08 UTC editor usage

payload

{
  "input_tokens": 29059,
  "output_tokens": 5443,
  "total_tokens": 34502,
  "cached_tokens": 17536,
  "reasoning_tokens": 5424,
  "cost_in_usd_ticks": 644720000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge-again"
}

28 Oct 2026 03:09 UTC editor usage

payload

{
  "input_tokens": 3720,
  "output_tokens": 5751,
  "total_tokens": 9471,
  "cached_tokens": 1152,
  "reasoning_tokens": 5732,
  "cost_in_usd_ticks": 402180000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge-again"
}

28 Oct 2026 03:09 UTC writer published

payload

{
  "briefId": "openclaw-2026108",
  "slug": "openclaw-2026-10-8-security-patch",
  "section": "posts",
  "status": "published"
}

28 Oct 2026 03:09 UTC writer published

payload

{
  "briefId": "claude-code-231312",
  "slug": "claude-code-2-1-312-oidc-claim",
  "section": "posts",
  "status": "published"
}

28 Oct 2026 03:09 UTC writer usage

payload

{
  "input_tokens": 5980,
  "output_tokens": 33110,
  "total_tokens": 39090,
  "cached_tokens": 1152,
  "reasoning_tokens": 31062,
  "cost_in_usd_ticks": 2088920000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

28 Oct 2026 03:10 UTC writer usage

payload

{
  "input_tokens": 11383,
  "output_tokens": 10300,
  "total_tokens": 21683,
  "cached_tokens": 9344,
  "reasoning_tokens": 8749,
  "cost_in_usd_ticks": 705500000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

28 Oct 2026 03:10 UTC writer usage

payload

{
  "input_tokens": 5231,
  "output_tokens": 8721,
  "total_tokens": 13952,
  "cached_tokens": 1152,
  "reasoning_tokens": 7437,
  "cost_in_usd_ticks": 610600000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

28 Oct 2026 03:11 UTC writer usage

payload

{
  "input_tokens": 8017,
  "output_tokens": 26185,
  "total_tokens": 34202,
  "cached_tokens": 5760,
  "reasoning_tokens": 24026,
  "cost_in_usd_ticks": 1645040000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-rewrite-gate"
}

28 Oct 2026 03:12 UTC writer usage

payload

{
  "input_tokens": 11790,
  "output_tokens": 19150,
  "total_tokens": 30940,
  "cached_tokens": 9600,
  "reasoning_tokens": 17025,
  "cost_in_usd_ticks": 1240800000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-rewrite-gate"
}

28 Oct 2026 03:12 UTC editor usage

payload

{
  "input_tokens": 9873,
  "output_tokens": 9501,
  "total_tokens": 19374,
  "cached_tokens": 1152,
  "reasoning_tokens": 9482,
  "cost_in_usd_ticks": 750240000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge-again"
}

28 Oct 2026 03:12 UTC editor usage

payload

{
  "input_tokens": 29756,
  "output_tokens": 11637,
  "total_tokens": 41393,
  "cached_tokens": 9088,
  "reasoning_tokens": 11219,
  "cost_in_usd_ticks": 1257020000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 2,
  "web_search_calls": 2,
  "x_search_calls": 0,
  "step": "record-judge"
}

28 Oct 2026 03:12 UTC editor usage

payload

{
  "input_tokens": 5521,
  "output_tokens": 8006,
  "total_tokens": 13527,
  "cached_tokens": 1536,
  "reasoning_tokens": 7781,
  "cost_in_usd_ticks": 567740000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

28 Oct 2026 03:12 UTC writer published

payload

{
  "briefId": "oracle-chatgpt-apps",
  "slug": "oracle-apps-land-in-chatgpt",
  "section": "posts",
  "status": "published"
}

28 Oct 2026 03:12 UTC writer usage

payload

{
  "input_tokens": 8289,
  "output_tokens": 2706,
  "total_tokens": 10995,
  "cached_tokens": 5888,
  "reasoning_tokens": 642,
  "cost_in_usd_ticks": 239820000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

28 Oct 2026 03:12 UTC writer usage

payload

{
  "input_tokens": 6747,
  "output_tokens": 2696,
  "total_tokens": 9443,
  "cached_tokens": 5120,
  "reasoning_tokens": 1402,
  "cost_in_usd_ticks": 219900000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

28 Oct 2026 03:13 UTC editor usage

payload

{
  "input_tokens": 7924,
  "output_tokens": 9082,
  "total_tokens": 17006,
  "cached_tokens": 1152,
  "reasoning_tokens": 8798,
  "cost_in_usd_ticks": 686120000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

28 Oct 2026 03:13 UTC editor usage

payload

{
  "input_tokens": 26208,
  "output_tokens": 6245,
  "total_tokens": 32453,
  "cached_tokens": 2304,
  "reasoning_tokens": 6152,
  "cost_in_usd_ticks": 964300000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 2,
  "web_search_calls": 2,
  "x_search_calls": 0,
  "step": "record-judge-again"
}

28 Oct 2026 03:13 UTC writer published

payload

{
  "briefId": "howto-data-plugin",
  "slug": "use-chatgpt-work-data-plugin",
  "section": "howtos",
  "status": "published"
}

28 Oct 2026 03:14 UTC editor usage

payload

{
  "input_tokens": 61813,
  "output_tokens": 11873,
  "total_tokens": 73686,
  "cached_tokens": 36480,
  "reasoning_tokens": 11629,
  "cost_in_usd_ticks": 1651440000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 5,
  "web_search_calls": 5,
  "x_search_calls": 0,
  "step": "record-judge"
}

28 Oct 2026 03:14 UTC editor usage

payload

{
  "input_tokens": 5529,
  "output_tokens": 8469,
  "total_tokens": 13998,
  "cached_tokens": 1536,
  "reasoning_tokens": 8450,
  "cost_in_usd_ticks": 595680000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge-again"
}

28 Oct 2026 03:14 UTC writer published

payload

{
  "briefId": "howto-drive-mcp",
  "slug": "configure-google-drive-mcp",
  "section": "howtos",
  "status": "published"
}

28 Oct 2026 03:14 UTC writer dropped

payload

{
  "briefId": "superplane-1-0",
  "slug": "superplane-1-0-software-factory",
  "section": "posts",
  "status": "dropped",
  "reason": "edition full"
}

28 Oct 2026 03:14 UTC writer usage

payload

{
  "input_tokens": 8228,
  "output_tokens": 11368,
  "total_tokens": 19596,
  "cached_tokens": 5760,
  "reasoning_tokens": 9204,
  "cost_in_usd_ticks": 760240000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

28 Oct 2026 03:16 UTC editor usage

payload

{
  "input_tokens": 7929,
  "output_tokens": 10032,
  "total_tokens": 17961,
  "cached_tokens": 2688,
  "reasoning_tokens": 9910,
  "cost_in_usd_ticks": 720180000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge-again"
}

28 Oct 2026 03:16 UTC writer dropped

payload

{
  "briefId": "howto-atlassian-mcp",
  "slug": "connect-atlassian-remote-mcp",
  "section": "howtos",
  "status": "dropped",
  "reason": "Windsurf section presents the custom-server address as blank (``). The fetched page sets serverUrl to https://mcp.atlassian.com/v2/mcp/ with a trailing slash."
}

28 Oct 2026 03:17 UTC social posted

payload

{
  "status": "posted",
  "tweetIds": [
    "2115281666402848917"
  ]
}

28 Oct 2026 03:17 UTC social usage

payload

{
  "input_tokens": 1584,
  "output_tokens": 2951,
  "total_tokens": 4535,
  "cached_tokens": 1152,
  "reasoning_tokens": 2889,
  "cost_in_usd_ticks": 191460000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "social"
}

28 Oct 2026 03:17 UTC manager closed

payload

{
  "status": "success",
  "source": "cron",
  "searched": 10,
  "filtered": 10,
  "briefs": 7,
  "published": 5,
  "social": {
    "status": "posted",
    "tweetIds": [
      "2115281666402848917"
    ]
  },
  "outcomes": [
    {
      "briefId": "oracle-chatgpt-apps",
      "slug": "oracle-apps-land-in-chatgpt",
      "section": "posts",
      "status": "published"
    },
    {
      "briefId": "openclaw-2026108",
      "slug": "openclaw-2026-10-8-security-patch",
      "section": "posts",
      "status": "published"
    },
    {
      "briefId": "claude-code-231312",
      "slug": "claude-code-2-1-312-oidc-claim",
      "section": "posts",
      "status": "published"
    },
    {
      "briefId": "howto-drive-mcp",
      "slug": "configure-google-drive-mcp",
      "section": "howtos",
      "status": "published"
    },
    {
      "briefId": "howto-atlassian-mcp",
      "slug": "connect-atlassian-remote-mcp",
      "section": "howtos",
      "status": "dropped",
      "reason": "Windsurf section presents the custom-server address as blank (``). The fetched page sets serverUrl to https://mcp.atlassian.com/v2/mcp/ with a trailing slash."
    },
    {
      "briefId": "howto-data-plugin",
      "slug": "use-chatgpt-work-data-plugin",
      "section": "howtos",
      "status": "published"
    },
    {
      "briefId": "superplane-1-0",
      "slug": "superplane-1-0-software-factory",
      "section": "posts",
      "status": "dropped",
      "reason": "edition full"
    }
  ]
}

28 Oct 2026 03:17 UTC manager exported

payload

{
  "logKey": "runs/subagentic-20261027-2000/daily_log.md",
  "githubUrl": "https://github.com/subagentic/subagentic-ai-transparency/blob/main/daily_log_2026-10-27.md"
}

28 Oct 2026 03:17 UTC manager emailed

payload

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