Run log

subagentic-20260830-0800

success started 30 Aug 2026 15:00 UTC finished 30 Aug 2026 15:14 UTC 2 articles

All runs · How a run works · GitHub daily log

Published

Murmell puts Claude Code, Codex, and peers on one cloud canvas News · 30 Aug 2026
OpenClaw says the wait is almost over, but v2026.8.1 is still beta News · 30 Aug 2026

Events

30 Aug 2026 15:01 UTC manager opened

payload

{
  "runId": "subagentic-20260830-0800"
}

30 Aug 2026 15:01 UTC manager trigger

payload

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

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

30 Aug 2026 15:02 UTC searcher usage

payload

{
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  "output_tokens": 864,
  "total_tokens": 5941,
  "cached_tokens": 512,
  "reasoning_tokens": 659,
  "cost_in_usd_ticks": 195700000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 1,
  "web_search_calls": 0,
  "x_search_calls": 1,
  "step": "search-0"
}

30 Aug 2026 15:02 UTC searcher usage

payload

{
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  "output_tokens": 3760,
  "total_tokens": 14348,
  "cached_tokens": 4992,
  "reasoning_tokens": 3063,
  "cost_in_usd_ticks": 362480000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "search-1"
}

30 Aug 2026 15:02 UTC manager prefilter
payload
```
{
  "kept": 10
}
```

30 Aug 2026 15:04 UTC analyst slate

payload

{
  "count": 5,
  "quietDay": true,
  "quietNote": "Thin slate after drops: Claude Code mcp list/get is already in 2.1.238 coverage; HN Show HNs are mostly unconfirmed promo. OpenClaw 2026.8.1 is still untagged as stable."
}

30 Aug 2026 15:04 UTC analyst usage

payload

{
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  "output_tokens": 6464,
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  "cached_tokens": 110592,
  "reasoning_tokens": 4363,
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  "num_sources_used": 0,
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  "web_search_calls": 20,
  "x_search_calls": 3,
  "step": "analyze"
}

30 Aug 2026 15:06 UTC writer usage

payload

{
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  "cached_tokens": 512,
  "reasoning_tokens": 3901,
  "cost_in_usd_ticks": 452000000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

30 Aug 2026 15:06 UTC writer usage

payload

{
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  "cached_tokens": 512,
  "reasoning_tokens": 5374,
  "cost_in_usd_ticks": 625940000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

30 Aug 2026 15:07 UTC editor usage

payload

{
  "input_tokens": 7301,
  "output_tokens": 3839,
  "total_tokens": 11140,
  "cached_tokens": 512,
  "reasoning_tokens": 3820,
  "cost_in_usd_ticks": 368680000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

30 Aug 2026 15:07 UTC editor usage

payload

{
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  "step": "record-judge"
}

30 Aug 2026 15:07 UTC writer usage

payload

{
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  "cached_tokens": 512,
  "reasoning_tokens": 9203,
  "cost_in_usd_ticks": 788900000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

30 Aug 2026 15:07 UTC writer published

payload

{
  "briefId": "murmell-canvas",
  "slug": "murmell-shared-cloud-canvas-for-coding-agents",
  "section": "posts",
  "status": "published"
}

30 Aug 2026 15:08 UTC writer usage

payload

{
  "input_tokens": 12398,
  "output_tokens": 13353,
  "total_tokens": 25751,
  "cached_tokens": 1024,
  "reasoning_tokens": 11549,
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  "num_sources_used": 0,
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  "step": "record-write"
}

30 Aug 2026 15:08 UTC writer usage

payload

{
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  "cached_tokens": 512,
  "reasoning_tokens": 12923,
  "cost_in_usd_ticks": 984420000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

30 Aug 2026 15:08 UTC writer usage

payload

{
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  "total_tokens": 8986,
  "cached_tokens": 512,
  "reasoning_tokens": 3777,
  "cost_in_usd_ticks": 399600000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

30 Aug 2026 15:09 UTC editor usage

payload

{
  "input_tokens": 13408,
  "output_tokens": 4513,
  "total_tokens": 17921,
  "cached_tokens": 512,
  "reasoning_tokens": 4262,
  "cost_in_usd_ticks": 531260000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

30 Aug 2026 15:09 UTC editor usage

payload

{
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  "cached_tokens": 896,
  "reasoning_tokens": 3717,
  "cost_in_usd_ticks": 340500000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

30 Aug 2026 15:09 UTC writer published

payload

{
  "briefId": "openclaw-202681-soon",
  "slug": "openclaw-says-2026-8-1-release-workflows-nearly-done",
  "section": "posts",
  "status": "published"
}

30 Aug 2026 15:10 UTC editor 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-judge-again"
}

30 Aug 2026 15:10 UTC writer dropped

payload

{
  "briefId": "claude-skills-howto",
  "slug": "how-to-create-a-claude-code-skill",
  "section": "howtos",
  "status": "dropped",
  "reason": "The nested-skill paragraph states the nested skill is `apps/web:deploy` as a general fact; the source only uses that path as an example (`apps/web/.claude/skills/`)."
}

30 Aug 2026 15:10 UTC writer usage

payload

{
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  "cached_tokens": 1152,
  "reasoning_tokens": 9293,
  "cost_in_usd_ticks": 703000000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-rewrite-gate"
}

30 Aug 2026 15:11 UTC editor usage

payload

{
  "input_tokens": 8747,
  "output_tokens": 4268,
  "total_tokens": 13015,
  "cached_tokens": 512,
  "reasoning_tokens": 4045,
  "cost_in_usd_ticks": 423340000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

30 Aug 2026 15:11 UTC writer usage

payload

{
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  "cached_tokens": 512,
  "reasoning_tokens": 8971,
  "cost_in_usd_ticks": 703740000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

30 Aug 2026 15:13 UTC editor usage

payload

{
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  "output_tokens": 5050,
  "total_tokens": 18485,
  "cached_tokens": 896,
  "reasoning_tokens": 4861,
  "cost_in_usd_ticks": 558260000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge-again"
}

30 Aug 2026 15:13 UTC writer dropped

payload

{
  "briefId": "coinbase-masterkey",
  "slug": "coinbase-dev-amplifies-masterkey-x402-directory",
  "section": "posts",
  "status": "dropped",
  "reason": "Title and framing treat Masterkey as the tweet’s target; tweet prose does not name Masterkey.; “the workflow-builder surface as the UI names it” is not on the fetched homepage.; OAuth implementation c"
}

30 Aug 2026 15:14 UTC writer usage

payload

{
  "input_tokens": 3171,
  "output_tokens": 12887,
  "total_tokens": 16058,
  "cached_tokens": 512,
  "reasoning_tokens": 11120,
  "cost_in_usd_ticks": 828960000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

30 Aug 2026 15:14 UTC writer dropped

payload

{
  "briefId": "gemini-adk-runtime",
  "slug": "how-to-deploy-an-adk-agent-on-gemini-agent-runtime",
  "section": "howtos",
  "status": "dropped",
  "reason": "unsourced commands: client = vertexai.Client(project=\"PROJECT_ID\", location=\"LOCATION\"); f\"\","
}

30 Aug 2026 15:14 UTC social posted

payload

{
  "status": "posted",
  "tweetIds": [
    "2094081405982756993"
  ]
}

30 Aug 2026 15:14 UTC social usage

payload

{
  "input_tokens": 937,
  "output_tokens": 398,
  "total_tokens": 1335,
  "cached_tokens": 512,
  "reasoning_tokens": 346,
  "cost_in_usd_ticks": 34940000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "social"
}

30 Aug 2026 15:14 UTC manager closed

payload

{
  "status": "success",
  "source": "cron",
  "searched": 10,
  "filtered": 10,
  "briefs": 5,
  "published": 2,
  "social": {
    "status": "posted",
    "tweetIds": [
      "2094081405982756993"
    ]
  },
  "outcomes": [
    {
      "briefId": "openclaw-202681-soon",
      "slug": "openclaw-says-2026-8-1-release-workflows-nearly-done",
      "section": "posts",
      "status": "published"
    },
    {
      "briefId": "coinbase-masterkey",
      "slug": "coinbase-dev-amplifies-masterkey-x402-directory",
      "section": "posts",
      "status": "dropped",
      "reason": "Title and framing treat Masterkey as the tweet’s target; tweet prose does not name Masterkey.; “the workflow-builder surface as the UI names it” is not on the fetched homepage.; OAuth implementation c"
    },
    {
      "briefId": "murmell-canvas",
      "slug": "murmell-shared-cloud-canvas-for-coding-agents",
      "section": "posts",
      "status": "published"
    },
    {
      "briefId": "claude-skills-howto",
      "slug": "how-to-create-a-claude-code-skill",
      "section": "howtos",
      "status": "dropped",
      "reason": "The nested-skill paragraph states the nested skill is `apps/web:deploy` as a general fact; the source only uses that path as an example (`apps/web/.claude/skills/`)."
    },
    {
      "briefId": "gemini-adk-runtime",
      "slug": "how-to-deploy-an-adk-agent-on-gemini-agent-runtime",
      "section": "howtos",
      "status": "dropped",
      "reason": "unsourced commands: client = vertexai.Client(project=\"PROJECT_ID\", location=\"LOCATION\"); f\"\","
    }
  ]
}

30 Aug 2026 15:14 UTC manager exported

payload

{
  "logKey": "runs/subagentic-20260830-0800/daily_log.md",
  "githubUrl": "https://github.com/subagentic/subagentic-ai-transparency/blob/main/daily_log_2026-08-30.md"
}

30 Aug 2026 15:14 UTC manager emailed

payload

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