Run log

subagentic-20261104-2000

success started 5 Nov 2026 04:00 UTC finished 5 Nov 2026 04:11 UTC 5 articles

All runs · How a run works · GitHub daily log

Published

OpenClaw adds Tencent Hy4 through TokenHub and TokenPlan News · 5 Nov 2026
LangGraph 1.2.20 gives each interrupt its own ID and can refuse stale resumes News · 5 Nov 2026
Claude Marketplace adds partner agents buyers can put on committed spend News · 5 Nov 2026
Daybreak Red is available to eligible customers in AWS GovCloud (US-East) News · 5 Nov 2026
Images 2.6 reaches ChatGPT, Codex, and the API News · 5 Nov 2026

Events

5 Nov 2026 04:00 UTC manager opened

payload

{
  "runId": "subagentic-20261104-2000"
}

5 Nov 2026 04:00 UTC manager trigger

payload

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

5 Nov 2026 04:01 UTC searcher candidates

payload

{
  "count": 10,
  "lightDay": false,
  "error": "firecrawl 400",
  "failed": 2
}

5 Nov 2026 04:01 UTC searcher usage

payload

{
  "input_tokens": 6658,
  "output_tokens": 216,
  "total_tokens": 6874,
  "cached_tokens": 1152,
  "reasoning_tokens": 74,
  "cost_in_usd_ticks": 378840000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 1,
  "web_search_calls": 0,
  "x_search_calls": 1,
  "step": "search-0"
}

5 Nov 2026 04:01 UTC searcher usage

payload

{
  "input_tokens": 11013,
  "output_tokens": 316,
  "total_tokens": 11329,
  "cached_tokens": 1152,
  "reasoning_tokens": 218,
  "cost_in_usd_ticks": 221940000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "search-1"
}

5 Nov 2026 04:01 UTC searcher usage

payload

{
  "input_tokens": 12281,
  "output_tokens": 1840,
  "total_tokens": 14121,
  "cached_tokens": 11008,
  "reasoning_tokens": 765,
  "cost_in_usd_ticks": 190900000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "search-2"
}

5 Nov 2026 04:01 UTC manager prefilter
payload
```
{
  "kept": 10
}
```

5 Nov 2026 04:04 UTC analyst slate

payload

{
  "count": 7,
  "quietDay": false,
  "rejections": [
    {
      "url": "https://openai.com/index/devrev-enterprise-self-service",
      "reason": "promotional"
    },
    {
      "url": "https://x.com/i/status/2118021605544833173",
      "reason": "stale"
    },
    {
      "url": "https://code.visualstudio.com/docs/agent-customization/mcp-servers",
      "reason": "duplicate"
    }
  ],
  "unreported": 1
}

5 Nov 2026 04:04 UTC analyst usage

payload

{
  "input_tokens": 190204,
  "output_tokens": 12327,
  "total_tokens": 202531,
  "cached_tokens": 128256,
  "reasoning_tokens": 7464,
  "cost_in_usd_ticks": 3519860000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 18,
  "web_search_calls": 18,
  "x_search_calls": 0,
  "step": "analyze"
}

5 Nov 2026 04:04 UTC writer dropped

payload

{
  "briefId": "render-mcp-setup",
  "slug": "connect-render-mcp-server",
  "section": "howtos",
  "status": "dropped",
  "reason": "no usable source prose"
}

5 Nov 2026 04:05 UTC writer usage

payload

{
  "input_tokens": 7971,
  "output_tokens": 7265,
  "total_tokens": 15236,
  "cached_tokens": 1664,
  "reasoning_tokens": 6413,
  "cost_in_usd_ticks": 570360000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

5 Nov 2026 04:05 UTC writer usage

payload

{
  "input_tokens": 10941,
  "output_tokens": 7708,
  "total_tokens": 18649,
  "cached_tokens": 1664,
  "reasoning_tokens": 6736,
  "cost_in_usd_ticks": 656340000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

5 Nov 2026 04:05 UTC writer usage

payload

{
  "input_tokens": 2763,
  "output_tokens": 7314,
  "total_tokens": 10077,
  "cached_tokens": 1664,
  "reasoning_tokens": 6483,
  "cost_in_usd_ticks": 469140000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

5 Nov 2026 04:06 UTC writer usage

payload

{
  "input_tokens": 5727,
  "output_tokens": 9104,
  "total_tokens": 14831,
  "cached_tokens": 1152,
  "reasoning_tokens": 8219,
  "cost_in_usd_ticks": 643500000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

5 Nov 2026 04:06 UTC editor usage

payload

{
  "input_tokens": 10878,
  "output_tokens": 4086,
  "total_tokens": 14964,
  "cached_tokens": 1152,
  "reasoning_tokens": 4067,
  "cost_in_usd_ticks": 445440000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

5 Nov 2026 04:06 UTC writer published

payload

{
  "briefId": "openclaw-hy4",
  "slug": "openclaw-tencent-hy4",
  "section": "posts",
  "status": "published"
}

5 Nov 2026 04:07 UTC editor usage

payload

{
  "input_tokens": 2671,
  "output_tokens": 5357,
  "total_tokens": 8028,
  "cached_tokens": 1152,
  "reasoning_tokens": 5338,
  "cost_in_usd_ticks": 357560000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

5 Nov 2026 04:07 UTC writer usage

payload

{
  "input_tokens": 9639,
  "output_tokens": 13318,
  "total_tokens": 22957,
  "cached_tokens": 1152,
  "reasoning_tokens": 11832,
  "cost_in_usd_ticks": 974580000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

5 Nov 2026 04:07 UTC writer published

payload

{
  "briefId": "langgraph-1-2-20",
  "slug": "langgraph-1-2-20-interrupt-ids",
  "section": "posts",
  "status": "published"
}

5 Nov 2026 04:07 UTC writer usage

payload

{
  "input_tokens": 13151,
  "output_tokens": 17297,
  "total_tokens": 30448,
  "cached_tokens": 1664,
  "reasoning_tokens": 16231,
  "cost_in_usd_ticks": 1275880000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

5 Nov 2026 04:07 UTC editor usage

payload

{
  "input_tokens": 7894,
  "output_tokens": 9502,
  "total_tokens": 17396,
  "cached_tokens": 1152,
  "reasoning_tokens": 9483,
  "cost_in_usd_ticks": 710720000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

5 Nov 2026 04:07 UTC editor usage

payload

{
  "input_tokens": 5655,
  "output_tokens": 8265,
  "total_tokens": 13920,
  "cached_tokens": 1536,
  "reasoning_tokens": 8085,
  "cost_in_usd_ticks": 585960000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

5 Nov 2026 04:08 UTC writer published

payload

{
  "briefId": "claude-marketplace",
  "slug": "claude-marketplace-partner-agents",
  "section": "posts",
  "status": "published"
}

5 Nov 2026 04:08 UTC writer usage

payload

{
  "input_tokens": 6796,
  "output_tokens": 3559,
  "total_tokens": 10355,
  "cached_tokens": 5632,
  "reasoning_tokens": 2706,
  "cost_in_usd_ticks": 264980000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

5 Nov 2026 04:08 UTC editor usage

payload

{
  "input_tokens": 10002,
  "output_tokens": 9031,
  "total_tokens": 19033,
  "cached_tokens": 1536,
  "reasoning_tokens": 8759,
  "cost_in_usd_ticks": 718860000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

5 Nov 2026 04:09 UTC editor usage

payload

{
  "input_tokens": 13242,
  "output_tokens": 7373,
  "total_tokens": 20615,
  "cached_tokens": 1152,
  "reasoning_tokens": 7354,
  "cost_in_usd_ticks": 689940000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

5 Nov 2026 04:09 UTC editor usage

payload

{
  "input_tokens": 5624,
  "output_tokens": 4540,
  "total_tokens": 10164,
  "cached_tokens": 1536,
  "reasoning_tokens": 4521,
  "cost_in_usd_ticks": 361840000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge-again"
}

5 Nov 2026 04:09 UTC writer usage

payload

{
  "input_tokens": 11401,
  "output_tokens": 2845,
  "total_tokens": 14246,
  "cached_tokens": 9600,
  "reasoning_tokens": 1388,
  "cost_in_usd_ticks": 254720000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

5 Nov 2026 04:09 UTC writer published

payload

{
  "briefId": "daybreak-govcloud",
  "slug": "daybreak-red-aws-govcloud",
  "section": "posts",
  "status": "published"
}

5 Nov 2026 04:09 UTC writer published

payload

{
  "briefId": "images-2-6",
  "slug": "images-2-6-chatgpt-codex",
  "section": "posts",
  "status": "published"
}

5 Nov 2026 04:11 UTC editor usage

payload

{
  "input_tokens": 9970,
  "output_tokens": 10450,
  "total_tokens": 20420,
  "cached_tokens": 1152,
  "reasoning_tokens": 10431,
  "cost_in_usd_ticks": 809120000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge-again"
}

5 Nov 2026 04:11 UTC writer dropped

payload

{
  "briefId": "openai-linux-lpe",
  "slug": "openai-linux-privilege-escalation-pipeline",
  "section": "posts",
  "status": "dropped",
  "reason": "edition full"
}

5 Nov 2026 04:11 UTC social posted

payload

{
  "status": "posted",
  "tweetIds": [
    "2118194555375775865"
  ]
}

5 Nov 2026 04:11 UTC social usage

payload

{
  "input_tokens": 1584,
  "output_tokens": 1286,
  "total_tokens": 2870,
  "cached_tokens": 1152,
  "reasoning_tokens": 1216,
  "cost_in_usd_ticks": 91560000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "social"
}

5 Nov 2026 04:11 UTC manager closed

payload

{
  "status": "success",
  "source": "cron",
  "searched": 10,
  "filtered": 10,
  "briefs": 7,
  "published": 5,
  "social": {
    "status": "posted",
    "tweetIds": [
      "2118194555375775865"
    ]
  },
  "outcomes": [
    {
      "briefId": "openai-linux-lpe",
      "slug": "openai-linux-privilege-escalation-pipeline",
      "section": "posts",
      "status": "dropped",
      "reason": "edition full"
    },
    {
      "briefId": "claude-marketplace",
      "slug": "claude-marketplace-partner-agents",
      "section": "posts",
      "status": "published"
    },
    {
      "briefId": "langgraph-1-2-20",
      "slug": "langgraph-1-2-20-interrupt-ids",
      "section": "posts",
      "status": "published"
    },
    {
      "briefId": "render-mcp-setup",
      "slug": "connect-render-mcp-server",
      "section": "howtos",
      "status": "dropped",
      "reason": "no usable source prose"
    },
    {
      "briefId": "images-2-6",
      "slug": "images-2-6-chatgpt-codex",
      "section": "posts",
      "status": "published"
    },
    {
      "briefId": "daybreak-govcloud",
      "slug": "daybreak-red-aws-govcloud",
      "section": "posts",
      "status": "published"
    },
    {
      "briefId": "openclaw-hy4",
      "slug": "openclaw-tencent-hy4",
      "section": "posts",
      "status": "published"
    }
  ]
}

5 Nov 2026 04:11 UTC manager exported

payload

{
  "logKey": "runs/subagentic-20261104-2000/daily_log.md",
  "githubUrl": "https://github.com/subagentic/subagentic-ai-transparency/blob/main/daily_log_2026-11-04.md"
}

5 Nov 2026 04:11 UTC manager emailed

payload

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