Run log

subagentic-20261016-2000

success started 17 Oct 2026 03:00 UTC finished 17 Oct 2026 03:13 UTC 5 articles

All runs · How a run works · GitHub daily log

Published

OpenClaw 2026.10.4 fixes sleep interruptions and unverified Tlon owner commands News · 17 Oct 2026
Claude Code 2.1.302 adds an auto-mode model switch News · 17 Oct 2026
Stack Overflow says a ChatGPT plugin tripled agent signups overnight News · 17 Oct 2026
Reason Network lets local agents ask each other for work News · 17 Oct 2026
Claude writes about 90% of Claude Code, and review is mostly machines News · 17 Oct 2026

Events

17 Oct 2026 03:00 UTC manager opened

payload

{
  "runId": "subagentic-20261016-2000"
}

17 Oct 2026 03:00 UTC manager trigger

payload

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

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

17 Oct 2026 03:01 UTC searcher usage

payload

{
  "input_tokens": 6416,
  "output_tokens": 244,
  "total_tokens": 6660,
  "cached_tokens": 1152,
  "reasoning_tokens": 86,
  "cost_in_usd_ticks": 125680000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 1,
  "web_search_calls": 0,
  "x_search_calls": 1,
  "step": "search-0"
}

17 Oct 2026 03:01 UTC searcher usage

payload

{
  "input_tokens": 8836,
  "output_tokens": 396,
  "total_tokens": 9232,
  "cached_tokens": 1152,
  "reasoning_tokens": 274,
  "cost_in_usd_ticks": 183200000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "search-1"
}

17 Oct 2026 03:01 UTC searcher usage

payload

{
  "input_tokens": 11085,
  "output_tokens": 3235,
  "total_tokens": 14320,
  "cached_tokens": 8832,
  "reasoning_tokens": 2142,
  "cost_in_usd_ticks": 283320000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "search-2"
}

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

17 Oct 2026 03:03 UTC analyst slate

payload

{
  "count": 7,
  "quietDay": false,
  "rejections": [
    {
      "url": "https://openai.com/index/itau-generative-ai/",
      "reason": "off-topic"
    },
    {
      "url": "https://x.com/i/status/2111150076349567363",
      "reason": "low-signal"
    },
    {
      "url": "https://github.com/langchain-ai/langgraph/releases/tag/1.2.16",
      "reason": "low-signal"
    }
  ],
  "unreported": 1
}

17 Oct 2026 03:03 UTC analyst usage

payload

{
  "input_tokens": 231170,
  "output_tokens": 11005,
  "total_tokens": 242175,
  "cached_tokens": 162816,
  "reasoning_tokens": 6065,
  "cost_in_usd_ticks": 7232920000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 24,
  "web_search_calls": 21,
  "x_search_calls": 3,
  "step": "analyze"
}

17 Oct 2026 03:03 UTC writer dropped

payload

{
  "briefId": "claude-mcp-howto",
  "slug": "connect-claude-code-via-mcp",
  "section": "howtos",
  "status": "dropped",
  "reason": "no usable source prose"
}

17 Oct 2026 03:04 UTC writer usage

payload

{
  "input_tokens": 4807,
  "output_tokens": 6274,
  "total_tokens": 11081,
  "cached_tokens": 1152,
  "reasoning_tokens": 5578,
  "cost_in_usd_ticks": 455300000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

17 Oct 2026 03:05 UTC writer usage

payload

{
  "input_tokens": 12983,
  "output_tokens": 7030,
  "total_tokens": 20013,
  "cached_tokens": 1664,
  "reasoning_tokens": 6213,
  "cost_in_usd_ticks": 656500000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

17 Oct 2026 03:05 UTC editor usage

payload

{
  "input_tokens": 12856,
  "output_tokens": 3506,
  "total_tokens": 16362,
  "cached_tokens": 1152,
  "reasoning_tokens": 3327,
  "cost_in_usd_ticks": 450200000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

17 Oct 2026 03:05 UTC writer usage

payload

{
  "input_tokens": 5327,
  "output_tokens": 9995,
  "total_tokens": 15322,
  "cached_tokens": 1664,
  "reasoning_tokens": 8685,
  "cost_in_usd_ticks": 681280000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

17 Oct 2026 03:05 UTC writer usage

payload

{
  "input_tokens": 9049,
  "output_tokens": 11764,
  "total_tokens": 20813,
  "cached_tokens": 1152,
  "reasoning_tokens": 10145,
  "cost_in_usd_ticks": 869540000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

17 Oct 2026 03:05 UTC editor usage

payload

{
  "input_tokens": 4648,
  "output_tokens": 5363,
  "total_tokens": 10011,
  "cached_tokens": 1152,
  "reasoning_tokens": 5250,
  "cost_in_usd_ticks": 397460000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

17 Oct 2026 03:06 UTC writer usage

payload

{
  "input_tokens": 4488,
  "output_tokens": 12303,
  "total_tokens": 16791,
  "cached_tokens": 1664,
  "reasoning_tokens": 11327,
  "cost_in_usd_ticks": 802980000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

17 Oct 2026 03:06 UTC writer usage

payload

{
  "input_tokens": 13982,
  "output_tokens": 1443,
  "total_tokens": 15425,
  "cached_tokens": 12928,
  "reasoning_tokens": 613,
  "cost_in_usd_ticks": 172300000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

17 Oct 2026 03:06 UTC writer usage

payload

{
  "input_tokens": 5622,
  "output_tokens": 1189,
  "total_tokens": 6811,
  "cached_tokens": 4736,
  "reasoning_tokens": 504,
  "cost_in_usd_ticks": 112740000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

17 Oct 2026 03:06 UTC writer usage

payload

{
  "input_tokens": 14051,
  "output_tokens": 16292,
  "total_tokens": 30343,
  "cached_tokens": 1664,
  "reasoning_tokens": 14433,
  "cost_in_usd_ticks": 1233580000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

17 Oct 2026 03:06 UTC editor usage

payload

{
  "input_tokens": 12869,
  "output_tokens": 3931,
  "total_tokens": 16800,
  "cached_tokens": 1536,
  "reasoning_tokens": 3912,
  "cost_in_usd_ticks": 470200000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge-again"
}

17 Oct 2026 03:06 UTC editor usage

payload

{
  "input_tokens": 4636,
  "output_tokens": 3897,
  "total_tokens": 8533,
  "cached_tokens": 1536,
  "reasoning_tokens": 3878,
  "cost_in_usd_ticks": 303500000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge-again"
}

17 Oct 2026 03:07 UTC writer published

payload

{
  "briefId": "cc-21302",
  "slug": "claude-code-2-1-302-auto-mode",
  "section": "posts",
  "status": "published"
}

17 Oct 2026 03:07 UTC writer published

payload

{
  "briefId": "openclaw-104",
  "slug": "openclaw-2026-10-4-recovery",
  "section": "posts",
  "status": "published"
}

17 Oct 2026 03:07 UTC editor usage

payload

{
  "input_tokens": 5677,
  "output_tokens": 7357,
  "total_tokens": 13034,
  "cached_tokens": 1536,
  "reasoning_tokens": 7338,
  "cost_in_usd_ticks": 531920000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

17 Oct 2026 03:07 UTC writer published

payload

{
  "briefId": "so-agents-plugin",
  "slug": "stack-overflow-agents-chatgpt-plugin",
  "section": "posts",
  "status": "published"
}

17 Oct 2026 03:07 UTC editor usage

payload

{
  "input_tokens": 9573,
  "output_tokens": 9072,
  "total_tokens": 18645,
  "cached_tokens": 1536,
  "reasoning_tokens": 8796,
  "cost_in_usd_ticks": 712740000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

17 Oct 2026 03:07 UTC editor usage

payload

{
  "input_tokens": 4549,
  "output_tokens": 8028,
  "total_tokens": 12577,
  "cached_tokens": 1536,
  "reasoning_tokens": 8009,
  "cost_in_usd_ticks": 549620000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

17 Oct 2026 03:07 UTC writer published

payload

{
  "briefId": "reason-network",
  "slug": "reason-network-agent-handoff",
  "section": "posts",
  "status": "published"
}

17 Oct 2026 03:08 UTC writer usage

payload

{
  "input_tokens": 10958,
  "output_tokens": 8360,
  "total_tokens": 19318,
  "cached_tokens": 8960,
  "reasoning_tokens": 6708,
  "cost_in_usd_ticks": 586360000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

17 Oct 2026 03:09 UTC editor usage

payload

{
  "input_tokens": 14761,
  "output_tokens": 17205,
  "total_tokens": 31966,
  "cached_tokens": 1536,
  "reasoning_tokens": 17063,
  "cost_in_usd_ticks": 1304480000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

17 Oct 2026 03:10 UTC editor usage

payload

{
  "input_tokens": 9597,
  "output_tokens": 9065,
  "total_tokens": 18662,
  "cached_tokens": 1536,
  "reasoning_tokens": 9046,
  "cost_in_usd_ticks": 712800000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge-again"
}

17 Oct 2026 03:10 UTC writer usage

payload

{
  "input_tokens": 16068,
  "output_tokens": 3259,
  "total_tokens": 19327,
  "cached_tokens": 13952,
  "reasoning_tokens": 1397,
  "cost_in_usd_ticks": 307620000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

17 Oct 2026 03:10 UTC writer published

payload

{
  "briefId": "cc-review-90",
  "slug": "claude-code-review-mostly-machines",
  "section": "posts",
  "status": "published"
}

17 Oct 2026 03:12 UTC editor usage

payload

{
  "input_tokens": 14763,
  "output_tokens": 13822,
  "total_tokens": 28585,
  "cached_tokens": 1536,
  "reasoning_tokens": 13803,
  "cost_in_usd_ticks": 1101540000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge-again"
}

17 Oct 2026 03:13 UTC writer dropped

payload

{
  "briefId": "hy-memory-20",
  "slug": "tencent-hy-memory-2-memhub",
  "section": "posts",
  "status": "dropped",
  "reason": "edition full"
}

17 Oct 2026 03:13 UTC social posted

payload

{
  "status": "posted",
  "tweetIds": [
    "2111294521761845706"
  ]
}

17 Oct 2026 03:13 UTC social usage

payload

{
  "input_tokens": 1583,
  "output_tokens": 3097,
  "total_tokens": 4680,
  "cached_tokens": 1152,
  "reasoning_tokens": 3029,
  "cost_in_usd_ticks": 200200000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "social"
}

17 Oct 2026 03:13 UTC manager closed

payload

{
  "status": "success",
  "source": "cron",
  "searched": 10,
  "filtered": 10,
  "briefs": 7,
  "published": 5,
  "social": {
    "status": "posted",
    "tweetIds": [
      "2111294521761845706"
    ]
  },
  "outcomes": [
    {
      "briefId": "cc-review-90",
      "slug": "claude-code-review-mostly-machines",
      "section": "posts",
      "status": "published"
    },
    {
      "briefId": "hy-memory-20",
      "slug": "tencent-hy-memory-2-memhub",
      "section": "posts",
      "status": "dropped",
      "reason": "edition full"
    },
    {
      "briefId": "so-agents-plugin",
      "slug": "stack-overflow-agents-chatgpt-plugin",
      "section": "posts",
      "status": "published"
    },
    {
      "briefId": "cc-21302",
      "slug": "claude-code-2-1-302-auto-mode",
      "section": "posts",
      "status": "published"
    },
    {
      "briefId": "claude-mcp-howto",
      "slug": "connect-claude-code-via-mcp",
      "section": "howtos",
      "status": "dropped",
      "reason": "no usable source prose"
    },
    {
      "briefId": "openclaw-104",
      "slug": "openclaw-2026-10-4-recovery",
      "section": "posts",
      "status": "published"
    },
    {
      "briefId": "reason-network",
      "slug": "reason-network-agent-handoff",
      "section": "posts",
      "status": "published"
    }
  ]
}

17 Oct 2026 03:13 UTC manager exported

payload

{
  "logKey": "runs/subagentic-20261016-2000/daily_log.md",
  "githubUrl": "https://github.com/subagentic/subagentic-ai-transparency/blob/main/daily_log_2026-10-16.md"
}

17 Oct 2026 03:13 UTC manager emailed

payload

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