Run log

subagentic-20260918-0800

success started 18 Sep 2026 15:00 UTC finished 18 Sep 2026 15:23 UTC 3 articles

All runs · How a run works · GitHub daily log

Published

Google Home MCP lets Claude and OpenClaw control Home devices News · 18 Sep 2026
How to connect Claude or OpenClaw to Google Home MCP How-Tos · 18 Sep 2026
Claude Code Projects now run parallel cloud threads from one chat News · 18 Sep 2026

Events

18 Sep 2026 15:00 UTC manager opened

payload

{
  "runId": "subagentic-20260918-0800"
}

18 Sep 2026 15:00 UTC manager trigger

payload

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

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

18 Sep 2026 15:03 UTC searcher usage

payload

{
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  "output_tokens": 1608,
  "total_tokens": 6507,
  "cached_tokens": 512,
  "reasoning_tokens": 1438,
  "cost_in_usd_ticks": 236780000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 1,
  "web_search_calls": 0,
  "x_search_calls": 1,
  "step": "search-0"
}

18 Sep 2026 15:03 UTC searcher usage

payload

{
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  "output_tokens": 1647,
  "total_tokens": 11336,
  "cached_tokens": 0,
  "reasoning_tokens": 1551,
  "cost_in_usd_ticks": 342600000,
  "num_sources_used": 0,
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  "web_search_calls": 0,
  "x_search_calls": 1,
  "step": "search-1"
}

18 Sep 2026 15:03 UTC searcher usage

payload

{
  "input_tokens": 10929,
  "output_tokens": 4408,
  "total_tokens": 15337,
  "cached_tokens": 512,
  "reasoning_tokens": 3609,
  "cost_in_usd_ticks": 475380000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "search-2"
}

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

18 Sep 2026 15:06 UTC analyst slate

payload

{
  "count": 3,
  "quietDay": false,
  "rejections": [
    {
      "url": "https://x.com/i/status/2100700797143261324",
      "reason": "low-signal"
    },
    {
      "url": "https://x.com/i/status/2100691010997342659",
      "reason": "low-signal"
    },
    {
      "url": "https://support.claude.com/en/articles/14128542-let-claude-use-your-computer-in-cowork",
      "reason": "duplicate"
    },
    {
      "url": "https://www.jan.ai/docs/desktop/integrations/openclaw",
      "reason": "unverified"
    },
    {
      "url": "https://x.ai/bot",
      "reason": "duplicate"
    },
    {
      "url": "https://www.hostinger.com/tutorials/how-to-set-up-openclaw-for-wordpress",
      "reason": "promotional"
    },
    {
      "url": "https://www.truefoundry.com/blog/zendesk-mcp-server",
      "reason": "promotional"
    }
  ],
  "unreported": 0
}

18 Sep 2026 15:06 UTC analyst usage

payload

{
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  "output_tokens": 9007,
  "total_tokens": 120204,
  "cached_tokens": 64768,
  "reasoning_tokens": 6647,
  "cost_in_usd_ticks": 2492840000,
  "num_sources_used": 0,
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  "web_search_calls": 11,
  "x_search_calls": 3,
  "step": "analyze"
}

18 Sep 2026 15:08 UTC writer usage

payload

{
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  "cached_tokens": 512,
  "reasoning_tokens": 6143,
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  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

18 Sep 2026 15:08 UTC writer usage

payload

{
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  "total_tokens": 21427,
  "cached_tokens": 512,
  "reasoning_tokens": 8442,
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  "step": "record-write"
}

18 Sep 2026 15:08 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"
}

18 Sep 2026 15:09 UTC editor usage

payload

{
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  "output_tokens": 3788,
  "total_tokens": 26690,
  "cached_tokens": 512,
  "reasoning_tokens": 3570,
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  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

18 Sep 2026 15:09 UTC writer usage

payload

{
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  "cached_tokens": 23040,
  "reasoning_tokens": 1563,
  "cost_in_usd_ticks": 297980000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

18 Sep 2026 15:09 UTC editor usage

payload

{
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  "total_tokens": 16765,
  "cached_tokens": 512,
  "reasoning_tokens": 3792,
  "cost_in_usd_ticks": 481540000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

18 Sep 2026 15:10 UTC editor usage

payload

{
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  "cached_tokens": 512,
  "reasoning_tokens": 5300,
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  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

18 Sep 2026 15:11 UTC writer usage

payload

{
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  "cached_tokens": 11008,
  "reasoning_tokens": 4119,
  "cost_in_usd_ticks": 459960000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

18 Sep 2026 15:11 UTC editor usage

payload

{
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  "cached_tokens": 512,
  "reasoning_tokens": 4451,
  "cost_in_usd_ticks": 718760000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge-again"
}

18 Sep 2026 15:11 UTC writer usage

payload

{
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  "cached_tokens": 16640,
  "reasoning_tokens": 3846,
  "cost_in_usd_ticks": 413700000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

18 Sep 2026 15:11 UTC writer published

payload

{
  "briefId": "google-home-mcp",
  "slug": "google-home-mcp-third-party-agents",
  "section": "posts",
  "status": "published"
}

18 Sep 2026 15:12 UTC editor usage

payload

{
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  "output_tokens": 3769,
  "total_tokens": 16682,
  "cached_tokens": 512,
  "reasoning_tokens": 3750,
  "cost_in_usd_ticks": 476720000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge-again"
}

18 Sep 2026 15:12 UTC editor usage

payload

{
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  "output_tokens": 2742,
  "total_tokens": 19665,
  "cached_tokens": 896,
  "reasoning_tokens": 2723,
  "cost_in_usd_ticks": 489540000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge-again"
}

18 Sep 2026 15:12 UTC writer published

payload

{
  "briefId": "home-mcp-howto",
  "slug": "how-to-connect-google-home-mcp",
  "section": "howtos",
  "status": "published"
}

18 Sep 2026 15:12 UTC writer published

payload

{
  "briefId": "claude-projects-beta",
  "slug": "claude-code-projects-redesigned",
  "section": "posts",
  "status": "published"
}

18 Sep 2026 15:14 UTC searcher replenishment
payload
```
{
  "count": 0,
  "kept": 0,
  "remaining": 2
}
```

18 Sep 2026 15:14 UTC searcher usage

payload

{
  "input_tokens": 6075,
  "output_tokens": 1289,
  "total_tokens": 7364,
  "cached_tokens": 512,
  "reasoning_tokens": 1093,
  "cost_in_usd_ticks": 241160000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 1,
  "web_search_calls": 0,
  "x_search_calls": 1,
  "step": "replenish-search-0"
}

18 Sep 2026 15:14 UTC searcher usage

payload

{
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  "output_tokens": 1019,
  "total_tokens": 11981,
  "cached_tokens": 6016,
  "reasoning_tokens": 900,
  "cost_in_usd_ticks": 240140000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 1,
  "web_search_calls": 0,
  "x_search_calls": 1,
  "step": "replenish-search-1"
}

18 Sep 2026 15:14 UTC searcher usage

payload

{
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  "output_tokens": 2891,
  "total_tokens": 15001,
  "cached_tokens": 10880,
  "reasoning_tokens": 2882,
  "cost_in_usd_ticks": 252460000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "replenish-search-2"
}

18 Sep 2026 15:15 UTC analyst replenishment

payload

{
  "count": 2,
  "rejections": [],
  "quietNote": "Empty candidate list; two official evergreen how-tos (MCP weather server, OpenAI Agents SDK quickstart)."
}

18 Sep 2026 15:15 UTC analyst usage

payload

{
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  "output_tokens": 3549,
  "total_tokens": 71067,
  "cached_tokens": 28800,
  "reasoning_tokens": 2290,
  "cost_in_usd_ticks": 1531300000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 8,
  "web_search_calls": 8,
  "x_search_calls": 0,
  "step": "replenish-analyze"
}

18 Sep 2026 15:17 UTC writer usage

payload

{
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  "output_tokens": 11076,
  "total_tokens": 18454,
  "cached_tokens": 512,
  "reasoning_tokens": 8722,
  "cost_in_usd_ticks": 804440000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

18 Sep 2026 15:17 UTC writer usage

payload

{
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  "output_tokens": 11377,
  "total_tokens": 23354,
  "cached_tokens": 1280,
  "reasoning_tokens": 8584,
  "cost_in_usd_ticks": 902960000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

18 Sep 2026 15:20 UTC writer usage

payload

{
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  "output_tokens": 11562,
  "total_tokens": 26405,
  "cached_tokens": 512,
  "reasoning_tokens": 8567,
  "cost_in_usd_ticks": 982900000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-rewrite-gate"
}

18 Sep 2026 15:20 UTC writer dropped

payload

{
  "briefId": "r2-1",
  "slug": "how-to-build-an-mcp-weather-server",
  "section": "howtos",
  "status": "dropped",
  "reason": "unsourced commands: \"args\": [; \"--directory\",; \"/ABSOLUTE/PATH/TO/PARENT/FOLDER/weather\",; \"run\",; \"weather.py\"; \"args\": [; \"--directory\",; \"C:\\\\ABSOLUTE\\\\PATH\\\\TO\\\\PARENT\\\\FOLDER\\\\weather\","
}

18 Sep 2026 15:20 UTC writer usage

payload

{
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  "output_tokens": 11706,
  "total_tokens": 21489,
  "cached_tokens": 512,
  "reasoning_tokens": 9195,
  "cost_in_usd_ticks": 890340000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-rewrite-gate"
}

18 Sep 2026 15:21 UTC editor usage

payload

{
  "input_tokens": 32505,
  "output_tokens": 4052,
  "total_tokens": 36557,
  "cached_tokens": 10112,
  "reasoning_tokens": 3733,
  "cost_in_usd_ticks": 941540000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 4,
  "web_search_calls": 4,
  "x_search_calls": 0,
  "step": "record-judge"
}

18 Sep 2026 15:22 UTC writer usage

payload

{
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  "cached_tokens": 1280,
  "reasoning_tokens": 3555,
  "cost_in_usd_ticks": 546320000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

18 Sep 2026 15:22 UTC writer dropped

payload

{
  "briefId": "r2-0",
  "slug": "how-to-quickstart-openai-agents-sdk",
  "section": "howtos",
  "status": "dropped",
  "reason": "unsourced commands: to review model calls, tool calls, handoffs, and guardrails. The Python repository also ships full scripts for these patterns:; , and"
}

18 Sep 2026 15:23 UTC social posted

payload

{
  "status": "posted",
  "tweetIds": [
    "2100968931728978246"
  ]
}

18 Sep 2026 15:23 UTC social usage

payload

{
  "input_tokens": 937,
  "output_tokens": 585,
  "total_tokens": 1522,
  "cached_tokens": 512,
  "reasoning_tokens": 533,
  "cost_in_usd_ticks": 46160000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "social"
}

18 Sep 2026 15:23 UTC manager closed

payload

{
  "status": "success",
  "source": "cron",
  "searched": 10,
  "filtered": 10,
  "briefs": 5,
  "replenished": 2,
  "published": 3,
  "social": {
    "status": "posted",
    "tweetIds": [
      "2100968931728978246"
    ]
  },
  "outcomes": [
    {
      "briefId": "claude-projects-beta",
      "slug": "claude-code-projects-redesigned",
      "section": "posts",
      "status": "published"
    },
    {
      "briefId": "google-home-mcp",
      "slug": "google-home-mcp-third-party-agents",
      "section": "posts",
      "status": "published"
    },
    {
      "briefId": "home-mcp-howto",
      "slug": "how-to-connect-google-home-mcp",
      "section": "howtos",
      "status": "published"
    },
    {
      "briefId": "r2-0",
      "slug": "how-to-quickstart-openai-agents-sdk",
      "section": "howtos",
      "status": "dropped",
      "reason": "unsourced commands: to review model calls, tool calls, handoffs, and guardrails. The Python repository also ships full scripts for these patterns:; , and"
    },
    {
      "briefId": "r2-1",
      "slug": "how-to-build-an-mcp-weather-server",
      "section": "howtos",
      "status": "dropped",
      "reason": "unsourced commands: \"args\": [; \"--directory\",; \"/ABSOLUTE/PATH/TO/PARENT/FOLDER/weather\",; \"run\",; \"weather.py\"; \"args\": [; \"--directory\",; \"C:\\\\ABSOLUTE\\\\PATH\\\\TO\\\\PARENT\\\\FOLDER\\\\weather\","
    }
  ]
}

18 Sep 2026 15:23 UTC manager exported

payload

{
  "logKey": "runs/subagentic-20260918-0800/daily_log.md",
  "githubUrl": "https://github.com/subagentic/subagentic-ai-transparency/blob/main/daily_log_2026-09-18.md"
}

18 Sep 2026 15:23 UTC manager emailed

payload

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