Run log

subagentic-20261018-2000

success started 19 Oct 2026 03:01 UTC finished 19 Oct 2026 03:14 UTC 5 articles

All runs · How a run works · GitHub daily log

Published

Six Copilot models reach the October 19 cutoff, and Grok 4.5 is not replaced by GPT-5.6 News · 19 Oct 2026
DeepSeek swaps in V4.1-Flash-1017 and points harness users to 0.2.1 News · 19 Oct 2026
How to run a first DeepSeek Harness task How-Tos · 19 Oct 2026
How to run a first LangChain agent How-Tos · 19 Oct 2026
How to run a first Haystack agent How-Tos · 19 Oct 2026

Events

19 Oct 2026 03:01 UTC manager opened

payload

{
  "runId": "subagentic-20261018-2000"
}

19 Oct 2026 03:01 UTC manager trigger

payload

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

19 Oct 2026 03:02 UTC searcher candidates
payload
```
{
  "count": 10,
  "lightDay": false
}
```

19 Oct 2026 03:02 UTC searcher usage

payload

{
  "input_tokens": 5756,
  "output_tokens": 349,
  "total_tokens": 6105,
  "cached_tokens": 1152,
  "reasoning_tokens": 201,
  "cost_in_usd_ticks": 118780000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 1,
  "web_search_calls": 0,
  "x_search_calls": 1,
  "step": "search-0"
}

19 Oct 2026 03:02 UTC searcher usage

payload

{
  "input_tokens": 8093,
  "output_tokens": 147,
  "total_tokens": 8240,
  "cached_tokens": 1152,
  "reasoning_tokens": 14,
  "cost_in_usd_ticks": 153400000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "search-1"
}

19 Oct 2026 03:02 UTC searcher usage

payload

{
  "input_tokens": 10441,
  "output_tokens": 3974,
  "total_tokens": 14415,
  "cached_tokens": 8064,
  "reasoning_tokens": 2909,
  "cost_in_usd_ticks": 326300000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "search-2"
}

19 Oct 2026 03:02 UTC manager prefilter
payload
```
{
  "kept": 10
}
```

19 Oct 2026 03:05 UTC analyst slate

payload

{
  "count": 7,
  "quietDay": false,
  "quietNote": "Most candidates were recaps, patch notes, or unverified posts. Kept two confirmable product items and filled the rest with official how-tos from other products.",
  "rejections": [
    {
      "url": "https://shattered.io/github-copilot-retires-6-models-gpt-5-6-2026/",
      "reason": "low-signal"
    },
    {
      "url": "https://www.forbes.com/sites/guneyyildiz/2026/10/18/every-ai-company-now-sells-an-agent-they-are-not-selling-the-same-thing/",
      "reason": "low-signal"
    },
    {
      "url": "https://x.com/i/status/2111730046691836064",
      "reason": "unverified"
    },
    {
      "url": "https://www.activepieces.com/blog/grok-voice-agent-api-pricing-speed-and-setup-2026",
      "reason": "promotional"
    },
    {
      "url": "https://github.com/anthropics/claude-code/releases/tag/v2.1.303",
      "reason": "low-signal"
    },
    {
      "url": "https://x.com/i/status/2111801822205939975",
      "reason": "unverified"
    },
    {
      "url": "https://composio.dev/toolkits/linkedin/framework/grok-bot",
      "reason": "promotional"
    },
    {
      "url": "https://x.com/i/status/2111838557329326421",
      "reason": "unverified"
    },
    {
      "url": "https://x.com/i/status/2111905152131338660",
      "reason": "unverified"
    }
  ],
  "unreported": 0
}

19 Oct 2026 03:05 UTC analyst usage

payload

{
  "input_tokens": 127302,
  "output_tokens": 15787,
  "total_tokens": 143089,
  "cached_tokens": 67840,
  "reasoning_tokens": 11264,
  "cost_in_usd_ticks": 3225660000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 15,
  "web_search_calls": 15,
  "x_search_calls": 0,
  "step": "analyze"
}

19 Oct 2026 03:06 UTC writer usage

payload

{
  "input_tokens": 4200,
  "output_tokens": 5927,
  "total_tokens": 10127,
  "cached_tokens": 1152,
  "reasoning_tokens": 5139,
  "cost_in_usd_ticks": 422340000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

19 Oct 2026 03:07 UTC editor usage

payload

{
  "input_tokens": 4066,
  "output_tokens": 5902,
  "total_tokens": 9968,
  "cached_tokens": 1152,
  "reasoning_tokens": 5883,
  "cost_in_usd_ticks": 418160000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

19 Oct 2026 03:07 UTC writer usage

payload

{
  "input_tokens": 21901,
  "output_tokens": 13518,
  "total_tokens": 35419,
  "cached_tokens": 1152,
  "reasoning_tokens": 12004,
  "cost_in_usd_ticks": 1231820000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

19 Oct 2026 03:07 UTC writer usage

payload

{
  "input_tokens": 5129,
  "output_tokens": 15839,
  "total_tokens": 20968,
  "cached_tokens": 1920,
  "reasoning_tokens": 13066,
  "cost_in_usd_ticks": 1024120000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

19 Oct 2026 03:07 UTC writer usage

payload

{
  "input_tokens": 18210,
  "output_tokens": 13477,
  "total_tokens": 31687,
  "cached_tokens": 1920,
  "reasoning_tokens": 11524,
  "cost_in_usd_ticks": 1144020000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

19 Oct 2026 03:08 UTC writer published

payload

{
  "briefId": "copilot-model-cutoff",
  "slug": "copilot-six-model-cutoff",
  "section": "posts",
  "status": "published"
}

19 Oct 2026 03:08 UTC writer usage

payload

{
  "input_tokens": 4344,
  "output_tokens": 16279,
  "total_tokens": 20623,
  "cached_tokens": 1152,
  "reasoning_tokens": 14748,
  "cost_in_usd_ticks": 1046340000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

19 Oct 2026 03:09 UTC writer usage

payload

{
  "input_tokens": 7956,
  "output_tokens": 7946,
  "total_tokens": 15902,
  "cached_tokens": 1152,
  "reasoning_tokens": 5181,
  "cost_in_usd_ticks": 618600000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-rewrite-gate"
}

19 Oct 2026 03:09 UTC writer usage

payload

{
  "input_tokens": 20290,
  "output_tokens": 7477,
  "total_tokens": 27767,
  "cached_tokens": 1920,
  "reasoning_tokens": 5541,
  "cost_in_usd_ticks": 825620000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-rewrite-gate"
}

19 Oct 2026 03:09 UTC editor usage

payload

{
  "input_tokens": 22055,
  "output_tokens": 9943,
  "total_tokens": 31998,
  "cached_tokens": 1152,
  "reasoning_tokens": 9924,
  "cost_in_usd_ticks": 1020400000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

19 Oct 2026 03:09 UTC writer published

payload

{
  "briefId": "deepseek-flash-1017",
  "slug": "deepseek-v41-flash-1017",
  "section": "posts",
  "status": "published"
}

19 Oct 2026 03:09 UTC writer usage

payload

{
  "input_tokens": 11852,
  "output_tokens": 22566,
  "total_tokens": 34418,
  "cached_tokens": 1152,
  "reasoning_tokens": 20605,
  "cost_in_usd_ticks": 1573720000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

19 Oct 2026 03:10 UTC writer usage

payload

{
  "input_tokens": 21669,
  "output_tokens": 26559,
  "total_tokens": 48228,
  "cached_tokens": 1152,
  "reasoning_tokens": 24618,
  "cost_in_usd_ticks": 2009640000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

19 Oct 2026 03:10 UTC editor usage

payload

{
  "input_tokens": 25528,
  "output_tokens": 7002,
  "total_tokens": 32530,
  "cached_tokens": 9088,
  "reasoning_tokens": 6943,
  "cost_in_usd_ticks": 844360000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 1,
  "web_search_calls": 1,
  "x_search_calls": 0,
  "step": "record-judge"
}

19 Oct 2026 03:10 UTC editor usage

payload

{
  "input_tokens": 20202,
  "output_tokens": 8115,
  "total_tokens": 28317,
  "cached_tokens": 7040,
  "reasoning_tokens": 7427,
  "cost_in_usd_ticks": 835340000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 1,
  "web_search_calls": 1,
  "x_search_calls": 0,
  "step": "record-judge"
}

19 Oct 2026 03:10 UTC writer published

payload

{
  "briefId": "first-dsh-task",
  "slug": "first-deepseek-harness-task",
  "section": "howtos",
  "status": "published"
}

19 Oct 2026 03:11 UTC writer usage

payload

{
  "input_tokens": 23659,
  "output_tokens": 8028,
  "total_tokens": 31687,
  "cached_tokens": 1920,
  "reasoning_tokens": 6079,
  "cost_in_usd_ticks": 926060000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-rewrite-gate"
}

19 Oct 2026 03:11 UTC writer usage

payload

{
  "input_tokens": 6454,
  "output_tokens": 8147,
  "total_tokens": 14601,
  "cached_tokens": 4224,
  "reasoning_tokens": 6855,
  "cost_in_usd_ticks": 554540000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

19 Oct 2026 03:11 UTC editor usage

payload

{
  "input_tokens": 20260,
  "output_tokens": 14585,
  "total_tokens": 34845,
  "cached_tokens": 2688,
  "reasoning_tokens": 14372,
  "cost_in_usd_ticks": 1239980000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

19 Oct 2026 03:12 UTC writer usage

payload

{
  "input_tokens": 20360,
  "output_tokens": 2946,
  "total_tokens": 23306,
  "cached_tokens": 1152,
  "reasoning_tokens": 1016,
  "cost_in_usd_ticks": 566680000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

19 Oct 2026 03:12 UTC editor usage

payload

{
  "input_tokens": 23753,
  "output_tokens": 8541,
  "total_tokens": 32294,
  "cached_tokens": 2688,
  "reasoning_tokens": 8522,
  "cost_in_usd_ticks": 947200000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

19 Oct 2026 03:12 UTC writer published

payload

{
  "briefId": "first-langchain-agent",
  "slug": "first-langchain-agent",
  "section": "howtos",
  "status": "published"
}

19 Oct 2026 03:13 UTC writer usage

payload

{
  "input_tokens": 13880,
  "output_tokens": 15176,
  "total_tokens": 29056,
  "cached_tokens": 1920,
  "reasoning_tokens": 13619,
  "cost_in_usd_ticks": 1159360000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-rewrite-gate"
}

19 Oct 2026 03:13 UTC editor usage

payload

{
  "input_tokens": 20254,
  "output_tokens": 6512,
  "total_tokens": 26766,
  "cached_tokens": 2688,
  "reasoning_tokens": 6493,
  "cost_in_usd_ticks": 755480000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge-again"
}

19 Oct 2026 03:13 UTC writer dropped

payload

{
  "briefId": "grok-voice-agent",
  "slug": "start-grok-voice-agent",
  "section": "howtos",
  "status": "dropped",
  "reason": "unsourced commands: process.env"
}

19 Oct 2026 03:13 UTC editor usage

payload

{
  "input_tokens": 18208,
  "output_tokens": 9697,
  "total_tokens": 27905,
  "cached_tokens": 8448,
  "reasoning_tokens": 9610,
  "cost_in_usd_ticks": 919260000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 2,
  "web_search_calls": 2,
  "x_search_calls": 0,
  "step": "record-judge-again"
}

19 Oct 2026 03:13 UTC writer published

payload

{
  "briefId": "first-haystack-agent",
  "slug": "first-haystack-agent",
  "section": "howtos",
  "status": "published"
}

19 Oct 2026 03:13 UTC writer dropped

payload

{
  "briefId": "connect-render-mcp",
  "slug": "connect-render-mcp-server",
  "section": "howtos",
  "status": "dropped",
  "reason": "edition full"
}

19 Oct 2026 03:14 UTC social posted

payload

{
  "status": "posted",
  "tweetIds": [
    "2112019425951891930"
  ]
}

19 Oct 2026 03:14 UTC social usage

payload

{
  "input_tokens": 1587,
  "output_tokens": 2570,
  "total_tokens": 4157,
  "cached_tokens": 1152,
  "reasoning_tokens": 2515,
  "cost_in_usd_ticks": 168660000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "social"
}

19 Oct 2026 03:14 UTC manager closed

payload

{
  "status": "success",
  "source": "cron",
  "searched": 10,
  "filtered": 10,
  "briefs": 7,
  "published": 5,
  "social": {
    "status": "posted",
    "tweetIds": [
      "2112019425951891930"
    ]
  },
  "outcomes": [
    {
      "briefId": "deepseek-flash-1017",
      "slug": "deepseek-v41-flash-1017",
      "section": "posts",
      "status": "published"
    },
    {
      "briefId": "copilot-model-cutoff",
      "slug": "copilot-six-model-cutoff",
      "section": "posts",
      "status": "published"
    },
    {
      "briefId": "connect-render-mcp",
      "slug": "connect-render-mcp-server",
      "section": "howtos",
      "status": "dropped",
      "reason": "edition full"
    },
    {
      "briefId": "grok-voice-agent",
      "slug": "start-grok-voice-agent",
      "section": "howtos",
      "status": "dropped",
      "reason": "unsourced commands: process.env"
    },
    {
      "briefId": "first-langchain-agent",
      "slug": "first-langchain-agent",
      "section": "howtos",
      "status": "published"
    },
    {
      "briefId": "first-haystack-agent",
      "slug": "first-haystack-agent",
      "section": "howtos",
      "status": "published"
    },
    {
      "briefId": "first-dsh-task",
      "slug": "first-deepseek-harness-task",
      "section": "howtos",
      "status": "published"
    }
  ]
}

19 Oct 2026 03:14 UTC manager exported

payload

{
  "logKey": "runs/subagentic-20261018-2000/daily_log.md",
  "githubUrl": "https://github.com/subagentic/subagentic-ai-transparency/blob/main/daily_log_2026-10-18.md"
}

19 Oct 2026 03:14 UTC manager emailed

payload

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