Run log

subagentic-20261029-2000

success started 30 Oct 2026 03:00 UTC finished 30 Oct 2026 03:14 UTC 5 articles

All runs · How a run works · GitHub daily log

Published

OpenAI reorganizes the Model Spec around five values and renames the model GPT News · 30 Oct 2026
Claude Code 2.1.314 can refuse writes outside the working directories News · 30 Oct 2026
Gemini 4 Carbon opens to cyber defenders first, not as a general release News · 30 Oct 2026
Anthropic says Claude has been grading its own chats for misuse since June News · 30 Oct 2026
How to create a first Mastra agent How-Tos · 30 Oct 2026

Events

30 Oct 2026 03:00 UTC manager opened

payload

{
  "runId": "subagentic-20261029-2000"
}

30 Oct 2026 03:00 UTC manager trigger

payload

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

30 Oct 2026 03:01 UTC searcher candidates
payload
```
{
  "count": 10,
  "lightDay": false
}
```

30 Oct 2026 03:01 UTC searcher usage

payload

{
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  "output_tokens": 404,
  "total_tokens": 6608,
  "cached_tokens": 1152,
  "reasoning_tokens": 268,
  "cost_in_usd_ticks": 181040000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 1,
  "web_search_calls": 0,
  "x_search_calls": 1,
  "step": "search-0"
}

30 Oct 2026 03:01 UTC searcher usage

payload

{
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  "output_tokens": 193,
  "total_tokens": 9926,
  "cached_tokens": 1152,
  "reasoning_tokens": 99,
  "cost_in_usd_ticks": 188960000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "search-1"
}

30 Oct 2026 03:01 UTC searcher usage

payload

{
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  "output_tokens": 1980,
  "total_tokens": 13754,
  "cached_tokens": 9728,
  "reasoning_tokens": 973,
  "cost_in_usd_ticks": 208360000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "search-2"
}

30 Oct 2026 03:01 UTC manager prefilter
payload
```
{
  "kept": 10
}
```

30 Oct 2026 03:03 UTC analyst slate

payload

{
  "count": 7,
  "quietDay": false,
  "rejections": [
    {
      "url": "https://openai.com/index/legora",
      "reason": "promotional"
    },
    {
      "url": "https://openai.com/index/ropes-gray-ai-diligence",
      "reason": "promotional"
    },
    {
      "url": "https://modelcontextprotocol.io/docs/2026-07-28/develop/build-server",
      "reason": "duplicate"
    },
    {
      "url": "https://help.figma.com/hc/en-us/articles/[redacted]",
      "reason": "duplicate"
    },
    {
      "url": "https://hotelist.com/mcp",
      "reason": "promotional"
    }
  ],
  "unreported": 2
}

30 Oct 2026 03:03 UTC analyst usage

payload

{
  "input_tokens": 125181,
  "output_tokens": 10353,
  "total_tokens": 135534,
  "cached_tokens": 74624,
  "reasoning_tokens": 6063,
  "cost_in_usd_ticks": 2955440000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 15,
  "web_search_calls": 14,
  "x_search_calls": 1,
  "step": "analyze"
}

30 Oct 2026 03:03 UTC writer dropped

payload

{
  "briefId": "windsurf-mcp-setup",
  "slug": "how-to-add-mcp-server-windsurf",
  "section": "howtos",
  "status": "dropped",
  "reason": "no usable source prose"
}

30 Oct 2026 03:05 UTC writer usage

payload

{
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  "total_tokens": 16832,
  "cached_tokens": 1152,
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  "num_sources_used": 0,
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  "step": "record-write"
}

30 Oct 2026 03:05 UTC writer usage

payload

{
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  "cached_tokens": 1152,
  "reasoning_tokens": 8278,
  "cost_in_usd_ticks": 783780000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

30 Oct 2026 03:05 UTC writer usage

payload

{
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  "cached_tokens": 1152,
  "reasoning_tokens": 9231,
  "cost_in_usd_ticks": 817460000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

30 Oct 2026 03:05 UTC writer usage

payload

{
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  "cached_tokens": 1152,
  "reasoning_tokens": 10035,
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  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

30 Oct 2026 03:06 UTC writer usage

payload

{
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  "total_tokens": 13434,
  "cached_tokens": 8320,
  "reasoning_tokens": 554,
  "cost_in_usd_ticks": 251360000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-rewrite-gate"
}

30 Oct 2026 03:06 UTC writer usage

payload

{
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  "cached_tokens": 1664,
  "reasoning_tokens": 10033,
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  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

30 Oct 2026 03:06 UTC editor usage

payload

{
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  "cached_tokens": 1152,
  "reasoning_tokens": 4473,
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  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

30 Oct 2026 03:06 UTC writer published

payload

{
  "briefId": "openai-model-spec",
  "slug": "openai-model-spec-five-values",
  "section": "posts",
  "status": "published"
}

30 Oct 2026 03:06 UTC editor usage

payload

{
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  "cached_tokens": 1536,
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  "step": "record-judge"
}

30 Oct 2026 03:07 UTC writer usage

payload

{
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  "cached_tokens": 1152,
  "reasoning_tokens": 16528,
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  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

30 Oct 2026 03:07 UTC writer published

payload

{
  "briefId": "claude-code-231314",
  "slug": "claude-code-2-1-314-write-boundary",
  "section": "posts",
  "status": "published"
}

30 Oct 2026 03:07 UTC editor usage

payload

{
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  "cached_tokens": 1152,
  "reasoning_tokens": 7971,
  "cost_in_usd_ticks": 668960000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

30 Oct 2026 03:07 UTC editor usage

payload

{
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  "cached_tokens": 1152,
  "reasoning_tokens": 10182,
  "cost_in_usd_ticks": 816460000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

30 Oct 2026 03:08 UTC writer usage

payload

{
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  "cached_tokens": 1152,
  "reasoning_tokens": 1620,
  "cost_in_usd_ticks": 425640000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

30 Oct 2026 03:08 UTC editor usage

payload

{
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  "cached_tokens": 1152,
  "reasoning_tokens": 10688,
  "cost_in_usd_ticks": 838000000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

30 Oct 2026 03:08 UTC writer usage

payload

{
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  "total_tokens": 16352,
  "cached_tokens": 8832,
  "reasoning_tokens": 3798,
  "cost_in_usd_ticks": 411160000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

30 Oct 2026 03:09 UTC editor usage

payload

{
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  "total_tokens": 16014,
  "cached_tokens": 1536,
  "reasoning_tokens": 6264,
  "cost_in_usd_ticks": 552520000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge-again"
}

30 Oct 2026 03:09 UTC writer dropped

payload

{
  "briefId": "openai-misalign-watch",
  "slug": "openai-frontier-misalignment-monitors",
  "section": "posts",
  "status": "dropped",
  "reason": "The draft states that frontier RL runs and internal Codex traffic skip Layer 0 because the activation probes are sensitive. That causal reading is not what the source diagram says; it says higher-sens"
}

30 Oct 2026 03:09 UTC writer usage

payload

{
  "input_tokens": 11669,
  "output_tokens": 9599,
  "total_tokens": 21268,
  "cached_tokens": 9984,
  "reasoning_tokens": 8311,
  "cost_in_usd_ticks": 659560000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

30 Oct 2026 03:09 UTC editor usage

payload

{
  "input_tokens": 9317,
  "output_tokens": 4729,
  "total_tokens": 14046,
  "cached_tokens": 1536,
  "reasoning_tokens": 4710,
  "cost_in_usd_ticks": 447040000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge-again"
}

30 Oct 2026 03:10 UTC writer published

payload

{
  "briefId": "gemini-4-carbon",
  "slug": "gemini-4-carbon-staged-cyber-access",
  "section": "posts",
  "status": "published"
}

30 Oct 2026 03:10 UTC editor usage

payload

{
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  "output_tokens": 5974,
  "total_tokens": 16346,
  "cached_tokens": 1536,
  "reasoning_tokens": 5955,
  "cost_in_usd_ticks": 542840000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge-again"
}

30 Oct 2026 03:10 UTC writer published

payload

{
  "briefId": "claude-self-assess",
  "slug": "claude-self-assessment-misuse-flags",
  "section": "posts",
  "status": "published"
}

30 Oct 2026 03:11 UTC writer usage

payload

{
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  "output_tokens": 22358,
  "total_tokens": 31636,
  "cached_tokens": 1152,
  "reasoning_tokens": 19990,
  "cost_in_usd_ticks": 1509760000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-rewrite-gate"
}

30 Oct 2026 03:13 UTC editor usage

payload

{
  "input_tokens": 99106,
  "output_tokens": 11575,
  "total_tokens": 110681,
  "cached_tokens": 60928,
  "reasoning_tokens": 11173,
  "cost_in_usd_ticks": 2262700000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 10,
  "web_search_calls": 10,
  "x_search_calls": 0,
  "step": "record-judge"
}

30 Oct 2026 03:13 UTC writer published

payload

{
  "briefId": "mastra-first-agent",
  "slug": "how-to-run-a-first-mastra-agent",
  "section": "howtos",
  "status": "published"
}

30 Oct 2026 03:13 UTC social posted

payload

{
  "status": "posted",
  "tweetIds": [
    "2116005669077663871"
  ]
}

30 Oct 2026 03:14 UTC social usage

payload

{
  "input_tokens": 1579,
  "output_tokens": 3267,
  "total_tokens": 4846,
  "cached_tokens": 1152,
  "reasoning_tokens": 3204,
  "cost_in_usd_ticks": 210320000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "social"
}

30 Oct 2026 03:14 UTC manager closed

payload

{
  "status": "success",
  "source": "cron",
  "searched": 10,
  "filtered": 10,
  "briefs": 7,
  "published": 5,
  "social": {
    "status": "posted",
    "tweetIds": [
      "2116005669077663871"
    ]
  },
  "outcomes": [
    {
      "briefId": "openai-model-spec",
      "slug": "openai-model-spec-five-values",
      "section": "posts",
      "status": "published"
    },
    {
      "briefId": "gemini-4-carbon",
      "slug": "gemini-4-carbon-staged-cyber-access",
      "section": "posts",
      "status": "published"
    },
    {
      "briefId": "claude-self-assess",
      "slug": "claude-self-assessment-misuse-flags",
      "section": "posts",
      "status": "published"
    },
    {
      "briefId": "openai-misalign-watch",
      "slug": "openai-frontier-misalignment-monitors",
      "section": "posts",
      "status": "dropped",
      "reason": "The draft states that frontier RL runs and internal Codex traffic skip Layer 0 because the activation probes are sensitive. That causal reading is not what the source diagram says; it says higher-sens"
    },
    {
      "briefId": "claude-code-231314",
      "slug": "claude-code-2-1-314-write-boundary",
      "section": "posts",
      "status": "published"
    },
    {
      "briefId": "windsurf-mcp-setup",
      "slug": "how-to-add-mcp-server-windsurf",
      "section": "howtos",
      "status": "dropped",
      "reason": "no usable source prose"
    },
    {
      "briefId": "mastra-first-agent",
      "slug": "how-to-run-a-first-mastra-agent",
      "section": "howtos",
      "status": "published"
    }
  ]
}

30 Oct 2026 03:14 UTC manager exported

payload

{
  "logKey": "runs/subagentic-20261029-2000/daily_log.md",
  "githubUrl": "https://github.com/subagentic/subagentic-ai-transparency/blob/main/daily_log_2026-10-29.md"
}

30 Oct 2026 03:14 UTC manager emailed

payload

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