Run log

subagentic-20260909-0800

success started 9 Sep 2026 15:00 UTC finished 9 Sep 2026 15:25 UTC 4 articles

All runs · How a run works · GitHub daily log

Published

OpenAI says Astra is fully rolled out in Codex and ChatGPT Work News · 9 Sep 2026
How to connect OpenClaw to Vercel AI Gateway How-Tos · 9 Sep 2026
OpenClaw 2026.9.3: safer updates, live browser watch, revocable chat links News · 9 Sep 2026
How to build a LangGraph calculator agent How-Tos · 9 Sep 2026

Events

9 Sep 2026 15:00 UTC manager opened

payload

{
  "runId": "subagentic-20260909-0800"
}

9 Sep 2026 15:00 UTC manager trigger

payload

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

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

9 Sep 2026 15:02 UTC searcher usage

payload

{
  "input_tokens": 5061,
  "output_tokens": 1428,
  "total_tokens": 6489,
  "cached_tokens": 512,
  "reasoning_tokens": 1230,
  "cost_in_usd_ticks": 229220000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 1,
  "web_search_calls": 0,
  "x_search_calls": 1,
  "step": "search-0"
}

9 Sep 2026 15:02 UTC searcher usage

payload

{
  "input_tokens": 26319,
  "output_tokens": 4902,
  "total_tokens": 31221,
  "cached_tokens": 11392,
  "reasoning_tokens": 3987,
  "cost_in_usd_ticks": 699620000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 1,
  "web_search_calls": 0,
  "x_search_calls": 1,
  "step": "search-1"
}

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

9 Sep 2026 15:04 UTC analyst slate

payload

{
  "count": 5,
  "quietDay": false,
  "rejections": [
    {
      "url": "https://openai.com/index/1password",
      "reason": "promotional"
    },
    {
      "url": "https://x.com/openclaw/status/2097385654808400201",
      "reason": "low-signal"
    },
    {
      "url": "https://github.com/github/github-mcp-server/blob/main/docs/installation-guides/install-claude.md",
      "reason": "duplicate"
    },
    {
      "url": "https://composio.dev/toolkits/cursor/framework/hermes-agent",
      "reason": "promotional"
    },
    {
      "url": "https://medium.com/@neonmaxima/i-ran-my-entire-side-business-on-openclaw-for-30-days-c635f12cb940",
      "reason": "low-signal"
    }
  ],
  "unreported": 0
}

9 Sep 2026 15:05 UTC analyst usage

payload

{
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  "output_tokens": 7253,
  "total_tokens": 78276,
  "cached_tokens": 33536,
  "reasoning_tokens": 3940,
  "cost_in_usd_ticks": 1902600000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 11,
  "web_search_calls": 8,
  "x_search_calls": 3,
  "step": "analyze"
}

9 Sep 2026 15:06 UTC writer usage

payload

{
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  "output_tokens": 6600,
  "total_tokens": 23878,
  "cached_tokens": 512,
  "reasoning_tokens": 5684,
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  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

9 Sep 2026 15:06 UTC writer usage

payload

{
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  "output_tokens": 6843,
  "total_tokens": 18359,
  "cached_tokens": 512,
  "reasoning_tokens": 5181,
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  "num_sources_used": 0,
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  "step": "record-write"
}

9 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"
}

9 Sep 2026 15:06 UTC writer usage

payload

{
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  "cached_tokens": 512,
  "reasoning_tokens": 5911,
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  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

9 Sep 2026 15:07 UTC editor usage

payload

{
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  "total_tokens": 20981,
  "cached_tokens": 512,
  "reasoning_tokens": 3636,
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  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

9 Sep 2026 15:07 UTC editor usage

payload

{
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  "cached_tokens": 0,
  "reasoning_tokens": 3452,
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  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

9 Sep 2026 15:07 UTC writer usage

payload

{
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  "total_tokens": 27343,
  "cached_tokens": 512,
  "reasoning_tokens": 9443,
  "cost_in_usd_ticks": 972500000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

9 Sep 2026 15:08 UTC writer usage

payload

{
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  "total_tokens": 11345,
  "cached_tokens": 512,
  "reasoning_tokens": 3924,
  "cost_in_usd_ticks": 427940000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-rewrite-gate"
}

9 Sep 2026 15:08 UTC writer usage

payload

{
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  "cached_tokens": 17152,
  "reasoning_tokens": 875,
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  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

9 Sep 2026 15:08 UTC writer published

payload

{
  "briefId": "astra-work-codex",
  "slug": "openai-astra-rolled-out-work-codex",
  "section": "posts",
  "status": "published"
}

9 Sep 2026 15:09 UTC editor usage

payload

{
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  "cached_tokens": 512,
  "reasoning_tokens": 3516,
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  "num_sources_used": 0,
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  "step": "record-judge"
}

9 Sep 2026 15:09 UTC editor usage

payload

{
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  "cached_tokens": 512,
  "reasoning_tokens": 4151,
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  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

9 Sep 2026 15:09 UTC writer published

payload

{
  "briefId": "openclaw-ai-gateway",
  "slug": "how-to-openclaw-vercel-ai-gateway",
  "section": "howtos",
  "status": "published"
}

9 Sep 2026 15:09 UTC editor usage

payload

{
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  "output_tokens": 3819,
  "total_tokens": 21020,
  "cached_tokens": 512,
  "reasoning_tokens": 3800,
  "cost_in_usd_ticks": 565480000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge-again"
}

9 Sep 2026 15:09 UTC writer usage

payload

{
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  "output_tokens": 11189,
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  "cached_tokens": 512,
  "reasoning_tokens": 9430,
  "cost_in_usd_ticks": 927800000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-rewrite-gate"
}

9 Sep 2026 15:09 UTC writer dropped

payload

{
  "briefId": "hermes-openviking",
  "slug": "how-to-hermes-openviking-memory",
  "section": "howtos",
  "status": "dropped",
  "reason": "unsourced commands: provider: openviking"
}

9 Sep 2026 15:09 UTC writer published

payload

{
  "briefId": "openclaw-202693",
  "slug": "openclaw-2026-9-3-release",
  "section": "posts",
  "status": "published"
}

9 Sep 2026 15:11 UTC writer usage

payload

{
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  "output_tokens": 11172,
  "total_tokens": 29326,
  "cached_tokens": 0,
  "reasoning_tokens": 9696,
  "cost_in_usd_ticks": 1033400000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

9 Sep 2026 15:12 UTC editor usage

payload

{
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  "output_tokens": 4730,
  "total_tokens": 21529,
  "cached_tokens": 896,
  "reasoning_tokens": 4626,
  "cost_in_usd_ticks": 606340000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge-again"
}

9 Sep 2026 15:13 UTC writer dropped

payload

{
  "briefId": "navier-stokes-fleet",
  "slug": "openai-agents-navier-stokes-blowup",
  "section": "posts",
  "status": "dropped",
  "reason": "below 90 after revise score=87"
}

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

9 Sep 2026 15:15 UTC searcher usage

payload

{
  "input_tokens": 5847,
  "output_tokens": 1375,
  "total_tokens": 7222,
  "cached_tokens": 512,
  "reasoning_tokens": 1185,
  "cost_in_usd_ticks": 241760000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 1,
  "web_search_calls": 0,
  "x_search_calls": 1,
  "step": "replenish-search-0"
}

9 Sep 2026 15:15 UTC searcher usage

payload

{
  "input_tokens": 9478,
  "output_tokens": 1418,
  "total_tokens": 10896,
  "cached_tokens": 512,
  "reasoning_tokens": 1415,
  "cost_in_usd_ticks": 316960000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 1,
  "web_search_calls": 0,
  "x_search_calls": 1,
  "step": "replenish-search-1"
}

9 Sep 2026 15:15 UTC searcher usage

payload

{
  "input_tokens": 11327,
  "output_tokens": 1725,
  "total_tokens": 13052,
  "cached_tokens": 9472,
  "reasoning_tokens": 1722,
  "cost_in_usd_ticks": 187960000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "replenish-search-2"
}

9 Sep 2026 15:15 UTC searcher usage

payload

{
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  "output_tokens": 4693,
  "total_tokens": 17763,
  "cached_tokens": 11264,
  "reasoning_tokens": 4178,
  "cost_in_usd_ticks": 374020000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "replenish-search-3"
}

9 Sep 2026 15:17 UTC analyst replenishment

payload

{
  "count": 2,
  "rejections": [
    {
      "url": "https://openai.com/index/the-work-now-within-reach",
      "reason": "stale"
    },
    {
      "url": "https://github.com/crewAIInc/crewAI",
      "reason": "low-signal"
    },
    {
      "url": "https://github.com/microsoft/autogen",
      "reason": "low-signal"
    },
    {
      "url": "https://docs.x.ai/grok-bot/bots",
      "reason": "duplicate"
    },
    {
      "url": "https://www.splunk.com/en_us/blog/artificial-intelligence/token-meter-a-live-cost-meter-for-your-coding-agents.html",
      "reason": "stale"
    }
  ],
  "quietNote": "No confirmable agent news inside the freshness window after dropping the dated OpenAI essay, the Splunk Token Meter post, and Grok Bot docs that overlap a desk story."
}

9 Sep 2026 15:17 UTC analyst usage

payload

{
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  "output_tokens": 7232,
  "total_tokens": 73212,
  "cached_tokens": 27008,
  "reasoning_tokens": 5966,
  "cost_in_usd_ticks": 1798400000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 9,
  "web_search_calls": 9,
  "x_search_calls": 0,
  "step": "replenish-analyze"
}

9 Sep 2026 15:20 UTC writer usage

payload

{
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  "output_tokens": 10343,
  "total_tokens": 20207,
  "cached_tokens": 1280,
  "reasoning_tokens": 8117,
  "cost_in_usd_ticks": 798660000,
  "num_sources_used": 0,
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  "step": "record-write"
}

9 Sep 2026 15:20 UTC writer usage

payload

{
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  "total_tokens": 29999,
  "cached_tokens": 512,
  "reasoning_tokens": 8765,
  "cost_in_usd_ticks": 1036380000,
  "num_sources_used": 0,
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  "step": "record-write"
}

9 Sep 2026 15:21 UTC editor usage

payload

{
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  "reasoning_tokens": 3983,
  "cost_in_usd_ticks": 1461500000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 2,
  "web_search_calls": 2,
  "x_search_calls": 0,
  "step": "record-judge"
}

9 Sep 2026 15:22 UTC writer usage

payload

{
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  "cached_tokens": 512,
  "reasoning_tokens": 6572,
  "cost_in_usd_ticks": 947660000,
  "num_sources_used": 0,
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  "step": "record-rewrite-gate"
}

9 Sep 2026 15:23 UTC writer usage

payload

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

9 Sep 2026 15:23 UTC editor usage

payload

{
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  "cached_tokens": 512,
  "reasoning_tokens": 3139,
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  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

9 Sep 2026 15:24 UTC writer published

payload

{
  "briefId": "r2-0",
  "slug": "how-to-build-a-langgraph-agent",
  "section": "howtos",
  "status": "published"
}

9 Sep 2026 15:25 UTC editor usage

payload

{
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  "output_tokens": 5713,
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  "cached_tokens": 512,
  "reasoning_tokens": 5570,
  "cost_in_usd_ticks": 575680000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge-again"
}

9 Sep 2026 15:25 UTC writer dropped

payload

{
  "briefId": "r2-1",
  "slug": "how-to-use-uivision-mcp-bridge",
  "section": "howtos",
  "status": "dropped",
  "reason": "Play-tab sentence is broken/incomplete: source says the extension opens https://ui.vision/ as the play tab; draft has an empty gap ('opens  as the play tab automatically')."
}

9 Sep 2026 15:25 UTC social posted

payload

{
  "status": "posted",
  "tweetIds": [
    "2097707950429339786"
  ]
}

9 Sep 2026 15:25 UTC social usage

payload

{
  "input_tokens": 958,
  "output_tokens": 1110,
  "total_tokens": 2068,
  "cached_tokens": 512,
  "reasoning_tokens": 1044,
  "cost_in_usd_ticks": 78080000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "social"
}

9 Sep 2026 15:25 UTC manager closed

payload

{
  "status": "success",
  "source": "cron",
  "searched": 17,
  "filtered": 17,
  "briefs": 7,
  "replenished": 2,
  "published": 4,
  "social": {
    "status": "posted",
    "tweetIds": [
      "2097707950429339786"
    ]
  },
  "outcomes": [
    {
      "briefId": "openclaw-202693",
      "slug": "openclaw-2026-9-3-release",
      "section": "posts",
      "status": "published"
    },
    {
      "briefId": "navier-stokes-fleet",
      "slug": "openai-agents-navier-stokes-blowup",
      "section": "posts",
      "status": "dropped",
      "reason": "below 90 after revise score=87"
    },
    {
      "briefId": "astra-work-codex",
      "slug": "openai-astra-rolled-out-work-codex",
      "section": "posts",
      "status": "published"
    },
    {
      "briefId": "openclaw-ai-gateway",
      "slug": "how-to-openclaw-vercel-ai-gateway",
      "section": "howtos",
      "status": "published"
    },
    {
      "briefId": "hermes-openviking",
      "slug": "how-to-hermes-openviking-memory",
      "section": "howtos",
      "status": "dropped",
      "reason": "unsourced commands: provider: openviking"
    },
    {
      "briefId": "r2-0",
      "slug": "how-to-build-a-langgraph-agent",
      "section": "howtos",
      "status": "published"
    },
    {
      "briefId": "r2-1",
      "slug": "how-to-use-uivision-mcp-bridge",
      "section": "howtos",
      "status": "dropped",
      "reason": "Play-tab sentence is broken/incomplete: source says the extension opens https://ui.vision/ as the play tab; draft has an empty gap ('opens  as the play tab automatically')."
    }
  ]
}

9 Sep 2026 15:25 UTC manager exported

payload

{
  "logKey": "runs/subagentic-20260909-0800/daily_log.md",
  "githubUrl": "https://github.com/subagentic/subagentic-ai-transparency/blob/main/daily_log_2026-09-09.md"
}

9 Sep 2026 15:25 UTC manager emailed

payload

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