Run log

subagentic-20260911-0800

success started 11 Sep 2026 15:00 UTC finished 11 Sep 2026 15:20 UTC 4 articles

All runs · How a run works · GitHub daily log

Published

How to build a Copilot Studio agent on the GitHub Copilot harness How-Tos · 11 Sep 2026
OpenAI launches ChatGPT for Financial Services News · 11 Sep 2026
Copilot Studio and Cowork add natural-language app building News · 11 Sep 2026
OpenClaw 2026.9.4 adds failed-update rollback and a unified plugins workspace News · 11 Sep 2026

Events

11 Sep 2026 15:00 UTC manager opened

payload

{
  "runId": "subagentic-20260911-0800"
}

11 Sep 2026 15:00 UTC manager trigger

payload

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

11 Sep 2026 15:03 UTC searcher candidates
payload
```
{
  "count": 10,
  "lightDay": false
}
```

11 Sep 2026 15:03 UTC searcher usage

payload

{
  "input_tokens": 5102,
  "output_tokens": 1293,
  "total_tokens": 6395,
  "cached_tokens": 512,
  "reasoning_tokens": 1106,
  "cost_in_usd_ticks": 221940000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 1,
  "web_search_calls": 0,
  "x_search_calls": 1,
  "step": "search-0"
}

11 Sep 2026 15:03 UTC searcher usage

payload

{
  "input_tokens": 9696,
  "output_tokens": 1143,
  "total_tokens": 10839,
  "cached_tokens": 4992,
  "reasoning_tokens": 1003,
  "cost_in_usd_ticks": 237620000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 1,
  "web_search_calls": 0,
  "x_search_calls": 1,
  "step": "search-1"
}

11 Sep 2026 15:03 UTC searcher usage

payload

{
  "input_tokens": 10782,
  "output_tokens": 5151,
  "total_tokens": 15933,
  "cached_tokens": 9600,
  "reasoning_tokens": 4266,
  "cost_in_usd_ticks": 380700000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "search-2"
}

11 Sep 2026 15:03 UTC manager prefilter
payload
```
{
  "kept": 10
}
```

11 Sep 2026 15:05 UTC analyst slate

payload

{
  "count": 3,
  "quietDay": true,
  "quietNote": "After dropping stale recaps and low-signal posts, only two confirmable launches remain; pairing them with Copilot Studio harness docs.",
  "rejections": [
    {
      "url": "https://x.com/i/status/2098139455098061171",
      "reason": "stale"
    },
    {
      "url": "https://openai.com/index/using-codex-chatgpt-to-search-for-new-antimicrobials",
      "reason": "promotional"
    },
    {
      "url": "https://www.microsoft.com/en-us/microsoft-copilot/blog/copilot-studio/extending-agentic-microsoft-dynamics-365-sales-with-mcp/",
      "reason": "stale"
    },
    {
      "url": "https://x.com/i/status/2098199890237247578",
      "reason": "low-signal"
    },
    {
      "url": "https://x.com/i/status/2098166165000306728",
      "reason": "low-signal"
    },
    {
      "url": "https://docs.crewai.com/v1.15.21/en/tools/automation/overview",
      "reason": "low-signal"
    },
    {
      "url": "https://x.com/i/status/2098183102329962506",
      "reason": "low-signal"
    }
  ],
  "unreported": 0
}

11 Sep 2026 15:05 UTC analyst usage

payload

{
  "input_tokens": 127890,
  "output_tokens": 8090,
  "total_tokens": 135980,
  "cached_tokens": 69888,
  "reasoning_tokens": 5734,
  "cost_in_usd_ticks": 2844880000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 17,
  "web_search_calls": 11,
  "x_search_calls": 6,
  "step": "analyze"
}

11 Sep 2026 15:07 UTC writer usage

payload

{
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  "output_tokens": 5627,
  "total_tokens": 9802,
  "cached_tokens": 512,
  "reasoning_tokens": 4948,
  "cost_in_usd_ticks": 413440000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

11 Sep 2026 15:07 UTC writer usage

payload

{
  "input_tokens": 7886,
  "output_tokens": 6031,
  "total_tokens": 13917,
  "cached_tokens": 512,
  "reasoning_tokens": 4164,
  "cost_in_usd_ticks": 511900000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

11 Sep 2026 15:07 UTC writer usage

payload

{
  "input_tokens": 12807,
  "output_tokens": 6056,
  "total_tokens": 18863,
  "cached_tokens": 512,
  "reasoning_tokens": 4973,
  "cost_in_usd_ticks": 611820000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

11 Sep 2026 15:08 UTC editor usage

payload

{
  "input_tokens": 9557,
  "output_tokens": 4065,
  "total_tokens": 13622,
  "cached_tokens": 512,
  "reasoning_tokens": 4042,
  "cost_in_usd_ticks": 427360000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

11 Sep 2026 15:08 UTC editor usage

payload

{
  "input_tokens": 4022,
  "output_tokens": 3912,
  "total_tokens": 7934,
  "cached_tokens": 512,
  "reasoning_tokens": 3761,
  "cost_in_usd_ticks": 307480000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

11 Sep 2026 15:08 UTC editor usage

payload

{
  "input_tokens": 12803,
  "output_tokens": 4905,
  "total_tokens": 17708,
  "cached_tokens": 0,
  "reasoning_tokens": 4886,
  "cost_in_usd_ticks": 550360000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

11 Sep 2026 15:08 UTC writer published

payload

{
  "briefId": "cstudio-harness",
  "slug": "how-to-build-copilot-studio-github-copilot-harness-agents",
  "section": "howtos",
  "status": "published"
}

11 Sep 2026 15:09 UTC writer published

payload

{
  "briefId": "chatgpt-fs",
  "slug": "chatgpt-for-financial-services",
  "section": "posts",
  "status": "published"
}

11 Sep 2026 15:09 UTC writer usage

payload

{
  "input_tokens": 5040,
  "output_tokens": 3402,
  "total_tokens": 8442,
  "cached_tokens": 4096,
  "reasoning_tokens": 2715,
  "cost_in_usd_ticks": 243480000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

11 Sep 2026 15:09 UTC editor usage

payload

{
  "input_tokens": 4000,
  "output_tokens": 2433,
  "total_tokens": 6433,
  "cached_tokens": 512,
  "reasoning_tokens": 2414,
  "cost_in_usd_ticks": 218300000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge-again"
}

11 Sep 2026 15:10 UTC writer published

payload

{
  "briefId": "copilot-apps",
  "slug": "copilot-studio-natural-language-apps",
  "section": "posts",
  "status": "published"
}

11 Sep 2026 15:12 UTC searcher replenishment
payload
```
{
  "count": 7,
  "kept": 7,
  "remaining": 2
}
```

11 Sep 2026 15:12 UTC searcher usage

payload

{
  "input_tokens": 5934,
  "output_tokens": 1322,
  "total_tokens": 7256,
  "cached_tokens": 0,
  "reasoning_tokens": 1092,
  "cost_in_usd_ticks": 248000000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 1,
  "web_search_calls": 0,
  "x_search_calls": 1,
  "step": "replenish-search-0"
}

11 Sep 2026 15:12 UTC searcher usage

payload

{
  "input_tokens": 10401,
  "output_tokens": 1131,
  "total_tokens": 11532,
  "cached_tokens": 3200,
  "reasoning_tokens": 1128,
  "cost_in_usd_ticks": 227880000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "replenish-search-1"
}

11 Sep 2026 15:12 UTC searcher usage

payload

{
  "input_tokens": 12454,
  "output_tokens": 3413,
  "total_tokens": 15867,
  "cached_tokens": 10368,
  "reasoning_tokens": 2893,
  "cost_in_usd_ticks": 298340000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "replenish-search-2"
}

11 Sep 2026 15:14 UTC analyst replenishment

payload

{
  "count": 2,
  "rejections": [
    {
      "url": "https://openai.com/index/expanding-ai-access-us-government",
      "reason": "off-topic"
    },
    {
      "url": "https://docs.openclaw.ai/",
      "reason": "low-signal"
    },
    {
      "url": "https://www.langchain.com/langgraph",
      "reason": "promotional"
    },
    {
      "url": "https://docs.crewai.com/v1.15.18/en/guides/migration/migrating-from-langgraph",
      "reason": "stale"
    },
    {
      "url": "https://support.claude.com/en/articles/12138966-release-notes",
      "reason": "stale"
    }
  ]
}

11 Sep 2026 15:14 UTC analyst usage

payload

{
  "input_tokens": 60696,
  "output_tokens": 6007,
  "total_tokens": 66703,
  "cached_tokens": 19200,
  "reasoning_tokens": 4428,
  "cost_in_usd_ticks": 1736340000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 9,
  "web_search_calls": 7,
  "x_search_calls": 2,
  "step": "replenish-analyze"
}

11 Sep 2026 15:15 UTC writer usage

payload

{
  "input_tokens": 4965,
  "output_tokens": 7316,
  "total_tokens": 12281,
  "cached_tokens": 512,
  "reasoning_tokens": 5093,
  "cost_in_usd_ticks": 530580000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

11 Sep 2026 15:15 UTC writer usage

payload

{
  "input_tokens": 19815,
  "output_tokens": 6351,
  "total_tokens": 26166,
  "cached_tokens": 512,
  "reasoning_tokens": 5508,
  "cost_in_usd_ticks": 769680000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

11 Sep 2026 15:16 UTC editor usage

payload

{
  "input_tokens": 19580,
  "output_tokens": 2769,
  "total_tokens": 22349,
  "cached_tokens": 512,
  "reasoning_tokens": 2750,
  "cost_in_usd_ticks": 550060000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

11 Sep 2026 15:17 UTC writer published

payload

{
  "briefId": "r2-0",
  "slug": "openclaw-2026-9-4-rollback-plugins",
  "section": "posts",
  "status": "published"
}

11 Sep 2026 15:18 UTC writer usage

payload

{
  "input_tokens": 7313,
  "output_tokens": 11670,
  "total_tokens": 18983,
  "cached_tokens": 512,
  "reasoning_tokens": 9608,
  "cost_in_usd_ticks": 838780000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-rewrite-gate"
}

11 Sep 2026 15:19 UTC editor usage

payload

{
  "input_tokens": 19677,
  "output_tokens": 4018,
  "total_tokens": 23695,
  "cached_tokens": 1024,
  "reasoning_tokens": 3776,
  "cost_in_usd_ticks": 669260000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 1,
  "web_search_calls": 1,
  "x_search_calls": 0,
  "step": "record-judge"
}

11 Sep 2026 15:20 UTC writer usage

payload

{
  "input_tokens": 7229,
  "output_tokens": 5326,
  "total_tokens": 12555,
  "cached_tokens": 4864,
  "reasoning_tokens": 3247,
  "cost_in_usd_ticks": 391180000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

11 Sep 2026 15:20 UTC writer dropped

payload

{
  "briefId": "r2-1",
  "slug": "how-to-manage-openclaw-agents-cli",
  "section": "howtos",
  "status": "dropped",
  "reason": "unsourced commands: openclaw agents unbind --agent work --bind telegram:ops; openclaw agents unbind --agent work --all"
}

11 Sep 2026 15:20 UTC social posted

payload

{
  "status": "posted",
  "tweetIds": [
    "2098431561029038128"
  ]
}

11 Sep 2026 15:20 UTC social usage

payload

{
  "input_tokens": 958,
  "output_tokens": 1147,
  "total_tokens": 2105,
  "cached_tokens": 0,
  "reasoning_tokens": 1088,
  "cost_in_usd_ticks": 87980000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "social"
}

11 Sep 2026 15:20 UTC manager closed

payload

{
  "status": "success",
  "source": "cron",
  "searched": 17,
  "filtered": 17,
  "briefs": 5,
  "replenished": 2,
  "published": 4,
  "social": {
    "status": "posted",
    "tweetIds": [
      "2098431561029038128"
    ]
  },
  "outcomes": [
    {
      "briefId": "chatgpt-fs",
      "slug": "chatgpt-for-financial-services",
      "section": "posts",
      "status": "published"
    },
    {
      "briefId": "copilot-apps",
      "slug": "copilot-studio-natural-language-apps",
      "section": "posts",
      "status": "published"
    },
    {
      "briefId": "cstudio-harness",
      "slug": "how-to-build-copilot-studio-github-copilot-harness-agents",
      "section": "howtos",
      "status": "published"
    },
    {
      "briefId": "r2-0",
      "slug": "openclaw-2026-9-4-rollback-plugins",
      "section": "posts",
      "status": "published"
    },
    {
      "briefId": "r2-1",
      "slug": "how-to-manage-openclaw-agents-cli",
      "section": "howtos",
      "status": "dropped",
      "reason": "unsourced commands: openclaw agents unbind --agent work --bind telegram:ops; openclaw agents unbind --agent work --all"
    }
  ]
}

11 Sep 2026 15:20 UTC manager exported

payload

{
  "logKey": "runs/subagentic-20260911-0800/daily_log.md",
  "githubUrl": "https://github.com/subagentic/subagentic-ai-transparency/blob/main/daily_log_2026-09-11.md"
}

11 Sep 2026 15:21 UTC manager emailed

payload

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