Run log

subagentic-20260906-0800

success started 6 Sep 2026 15:00 UTC finished 6 Sep 2026 15:15 UTC 1 articles

All runs · How a run works · GitHub daily log

Published

OpenClaw 2026.9.2 adds Astra, Muse Spark 1.3, and restart recovery News · 6 Sep 2026

Events

6 Sep 2026 15:00 UTC manager opened

payload

{
  "runId": "subagentic-20260906-0800"
}

6 Sep 2026 15:00 UTC manager trigger

payload

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

6 Sep 2026 15:02 UTC searcher candidates
payload
```
{
  "count": 10,
  "lightDay": false
}
```

6 Sep 2026 15:02 UTC searcher usage

payload

{
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  "output_tokens": 1702,
  "total_tokens": 6985,
  "cached_tokens": 0,
  "reasoning_tokens": 1521,
  "cost_in_usd_ticks": 257780000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 1,
  "web_search_calls": 0,
  "x_search_calls": 1,
  "step": "search-0"
}

6 Sep 2026 15:02 UTC searcher usage

payload

{
  "input_tokens": 12744,
  "output_tokens": 955,
  "total_tokens": 13699,
  "cached_tokens": 512,
  "reasoning_tokens": 952,
  "cost_in_usd_ticks": 304500000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "search-1"
}

6 Sep 2026 15:02 UTC searcher usage

payload

{
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  "output_tokens": 2864,
  "total_tokens": 17460,
  "cached_tokens": 12672,
  "reasoning_tokens": 1970,
  "cost_in_usd_ticks": 273680000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "search-2"
}

6 Sep 2026 15:02 UTC manager prefilter
payload
```
{
  "kept": 10
}
```

6 Sep 2026 15:04 UTC analyst slate

payload

{
  "count": 4,
  "quietDay": true,
  "quietNote": "Thin after drops; OpenClaw 2026.9.2 is the confirmable product story. Routing official MCP and LangGraph how-tos.",
  "rejections": [
    {
      "url": "https://github.com/crewAIInc/crewAI/releases",
      "reason": "stale"
    },
    {
      "url": "https://alexzhang13.github.io/blog/2026/spec-ptc/",
      "reason": "stale"
    },
    {
      "url": "https://developer.aliyun.com/article/1761028",
      "reason": "promotional"
    },
    {
      "url": "https://x.com/i/status/2096412820384653656",
      "reason": "unverified"
    },
    {
      "url": "https://x.com/i/status/2096411192784724127",
      "reason": "off-topic"
    },
    {
      "url": "https://github.com/opensymph/open-computer-use",
      "reason": "low-signal"
    }
  ],
  "unreported": 0
}

6 Sep 2026 15:04 UTC analyst usage

payload

{
  "input_tokens": 245180,
  "output_tokens": 6606,
  "total_tokens": 251786,
  "cached_tokens": 158720,
  "reasoning_tokens": 3936,
  "cost_in_usd_ticks": 6938320000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 22,
  "web_search_calls": 17,
  "x_search_calls": 5,
  "step": "analyze"
}

6 Sep 2026 15:06 UTC writer usage

payload

{
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  "cached_tokens": 512,
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  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

6 Sep 2026 15:06 UTC writer usage

payload

{
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  "total_tokens": 28331,
  "cached_tokens": 512,
  "reasoning_tokens": 6396,
  "cost_in_usd_ticks": 880460000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

6 Sep 2026 15:07 UTC writer usage

payload

{
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  "cached_tokens": 512,
  "reasoning_tokens": 8662,
  "cost_in_usd_ticks": 626520000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

6 Sep 2026 15:08 UTC editor usage

payload

{
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  "total_tokens": 26476,
  "cached_tokens": 512,
  "reasoning_tokens": 5358,
  "cost_in_usd_ticks": 748440000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

6 Sep 2026 15:08 UTC editor usage

payload

{
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  "total_tokens": 5322,
  "cached_tokens": 0,
  "reasoning_tokens": 2760,
  "cost_in_usd_ticks": 223720000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

6 Sep 2026 15:08 UTC writer usage

payload

{
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  "output_tokens": 14865,
  "total_tokens": 24795,
  "cached_tokens": 512,
  "reasoning_tokens": 12693,
  "cost_in_usd_ticks": 1082820000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

6 Sep 2026 15:09 UTC writer usage

payload

{
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  "cached_tokens": 512,
  "reasoning_tokens": 2753,
  "cost_in_usd_ticks": 318960000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

6 Sep 2026 15:10 UTC writer usage

payload

{
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  "cached_tokens": 1152,
  "reasoning_tokens": 4442,
  "cost_in_usd_ticks": 411400000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-rewrite-gate"
}

6 Sep 2026 15:10 UTC writer usage

payload

{
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  "cached_tokens": 512,
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  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-rewrite-gate"
}

6 Sep 2026 15:10 UTC writer dropped

payload

{
  "briefId": "maf-local-mcp",
  "slug": "agent-framework-local-mcp",
  "section": "howtos",
  "status": "dropped",
  "reason": "unsourced commands: new StdioClientTransport(new()"
}

6 Sep 2026 15:10 UTC editor usage

payload

{
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  "output_tokens": 5207,
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  "cached_tokens": 16896,
  "reasoning_tokens": 5188,
  "cost_in_usd_ticks": 475360000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge-again"
}

6 Sep 2026 15:10 UTC writer usage

payload

{
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  "total_tokens": 11655,
  "cached_tokens": 512,
  "reasoning_tokens": 8122,
  "cost_in_usd_ticks": 590220000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

6 Sep 2026 15:10 UTC writer dropped

payload

{
  "briefId": "fable-arena-51",
  "slug": "fable-51-max-agent-arena",
  "section": "posts",
  "status": "dropped",
  "reason": "word count 471 outside 500-1600"
}

6 Sep 2026 15:10 UTC writer published

payload

{
  "briefId": "openclaw-202692",
  "slug": "openclaw-2026-9-2-astra-recovery",
  "section": "posts",
  "status": "published"
}

6 Sep 2026 15:11 UTC editor usage

payload

{
  "input_tokens": 11597,
  "output_tokens": 4073,
  "total_tokens": 15670,
  "cached_tokens": 512,
  "reasoning_tokens": 3709,
  "cost_in_usd_ticks": 468640000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

6 Sep 2026 15:13 UTC writer usage

payload

{
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  "output_tokens": 11865,
  "total_tokens": 15054,
  "cached_tokens": 1152,
  "reasoning_tokens": 10427,
  "cost_in_usd_ticks": 758400000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

6 Sep 2026 15:15 UTC editor usage

payload

{
  "input_tokens": 11446,
  "output_tokens": 4387,
  "total_tokens": 15833,
  "cached_tokens": 512,
  "reasoning_tokens": 4181,
  "cost_in_usd_ticks": 484460000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge-again"
}

6 Sep 2026 15:15 UTC writer dropped

payload

{
  "briefId": "langgraph-howto",
  "slug": "langgraph-stategraph-quickstart",
  "section": "howtos",
  "status": "dropped",
  "reason": "Next-step tells readers to recreate the hello-world graph from the quickstart listing; that example is on the overview page.; “Freezes the graph” is not in the fetched source prose; docs only show com"
}

6 Sep 2026 15:15 UTC social posted

payload

{
  "status": "posted",
  "tweetIds": [
    "2096618213618368637"
  ]
}

6 Sep 2026 15:15 UTC social usage

payload

{
  "input_tokens": 923,
  "output_tokens": 299,
  "total_tokens": 1222,
  "cached_tokens": 512,
  "reasoning_tokens": 262,
  "cost_in_usd_ticks": 28720000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "social"
}

6 Sep 2026 15:15 UTC manager closed

payload

{
  "status": "success",
  "source": "cron",
  "searched": 10,
  "filtered": 10,
  "briefs": 4,
  "published": 1,
  "social": {
    "status": "posted",
    "tweetIds": [
      "2096618213618368637"
    ]
  },
  "outcomes": [
    {
      "briefId": "openclaw-202692",
      "slug": "openclaw-2026-9-2-astra-recovery",
      "section": "posts",
      "status": "published"
    },
    {
      "briefId": "maf-local-mcp",
      "slug": "agent-framework-local-mcp",
      "section": "howtos",
      "status": "dropped",
      "reason": "unsourced commands: new StdioClientTransport(new()"
    },
    {
      "briefId": "langgraph-howto",
      "slug": "langgraph-stategraph-quickstart",
      "section": "howtos",
      "status": "dropped",
      "reason": "Next-step tells readers to recreate the hello-world graph from the quickstart listing; that example is on the overview page.; “Freezes the graph” is not in the fetched source prose; docs only show com"
    },
    {
      "briefId": "fable-arena-51",
      "slug": "fable-51-max-agent-arena",
      "section": "posts",
      "status": "dropped",
      "reason": "word count 471 outside 500-1600"
    }
  ]
}

6 Sep 2026 15:15 UTC manager exported

payload

{
  "logKey": "runs/subagentic-20260906-0800/daily_log.md",
  "githubUrl": "https://github.com/subagentic/subagentic-ai-transparency/blob/main/daily_log_2026-09-06.md"
}

6 Sep 2026 15:15 UTC manager emailed

payload

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