Run log

subagentic-20261106-2000

success started 7 Nov 2026 04:00 UTC finished 7 Nov 2026 04:14 UTC 5 articles

All runs · How a run works · GitHub daily log

Published

Claude Code 2.1.319 stops unchecked auto-mode fallbacks News · 7 Nov 2026
OpenAI partners with Hacktron to test its own systems News · 7 Nov 2026
BioBasicsBench scores agents on routine wet-lab evidence News · 7 Nov 2026
langgraph-sdk 0.4.14 adds strict_resume to run create, stream, and wait News · 7 Nov 2026
GPT-6 Cyber opens to selected Daybreak Red customers News · 7 Nov 2026

Events

7 Nov 2026 04:00 UTC manager opened

payload

{
  "runId": "subagentic-20261106-2000"
}

7 Nov 2026 04:00 UTC manager trigger

payload

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

7 Nov 2026 04:01 UTC searcher candidates

payload

{
  "count": 10,
  "lightDay": false,
  "error": "firecrawl 400",
  "failed": 2
}

7 Nov 2026 04:01 UTC searcher usage

payload

{
  "input_tokens": 5807,
  "output_tokens": 208,
  "total_tokens": 6015,
  "cached_tokens": 1152,
  "reasoning_tokens": 48,
  "cost_in_usd_ticks": 111340000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "search-0"
}

7 Nov 2026 04:01 UTC searcher usage

payload

{
  "input_tokens": 10760,
  "output_tokens": 177,
  "total_tokens": 10937,
  "cached_tokens": 5760,
  "reasoning_tokens": 64,
  "cost_in_usd_ticks": 389420000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 1,
  "web_search_calls": 0,
  "x_search_calls": 1,
  "step": "search-1"
}

7 Nov 2026 04:01 UTC searcher usage

payload

{
  "input_tokens": 12550,
  "output_tokens": 2195,
  "total_tokens": 14745,
  "cached_tokens": 1152,
  "reasoning_tokens": 1063,
  "cost_in_usd_ticks": 365420000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "search-2"
}

7 Nov 2026 04:01 UTC manager prefilter
payload
```
{
  "kept": 10
}
```

7 Nov 2026 04:04 UTC analyst slate

payload

{
  "count": 7,
  "quietDay": false,
  "rejections": [
    {
      "url": "https://code.visualstudio.com/docs/agent-customization/mcp-servers",
      "reason": "duplicate"
    },
    {
      "url": "https://openai.com/index/cultfit-builds-with-codex",
      "reason": "promotional"
    },
    {
      "url": "https://x.com/i/status/2118738498702410109",
      "reason": "low-signal"
    }
  ],
  "unreported": 2
}

7 Nov 2026 04:04 UTC analyst usage

payload

{
  "input_tokens": 182449,
  "output_tokens": 10221,
  "total_tokens": 192670,
  "cached_tokens": 127104,
  "reasoning_tokens": 5474,
  "cost_in_usd_ticks": 3355680000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 18,
  "web_search_calls": 17,
  "x_search_calls": 1,
  "step": "analyze"
}

7 Nov 2026 04:06 UTC writer usage

payload

{
  "input_tokens": 7519,
  "output_tokens": 6743,
  "total_tokens": 14262,
  "cached_tokens": 1152,
  "reasoning_tokens": 5898,
  "cost_in_usd_ticks": 537680000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

7 Nov 2026 04:06 UTC writer usage

payload

{
  "input_tokens": 6654,
  "output_tokens": 6614,
  "total_tokens": 13268,
  "cached_tokens": 1152,
  "reasoning_tokens": 5686,
  "cost_in_usd_ticks": 512640000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

7 Nov 2026 04:06 UTC writer usage

payload

{
  "input_tokens": 9535,
  "output_tokens": 7193,
  "total_tokens": 16728,
  "cached_tokens": 1664,
  "reasoning_tokens": 6475,
  "cost_in_usd_ticks": 597320000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

7 Nov 2026 04:06 UTC editor usage

payload

{
  "input_tokens": 6578,
  "output_tokens": 3272,
  "total_tokens": 9850,
  "cached_tokens": 1152,
  "reasoning_tokens": 3072,
  "cost_in_usd_ticks": 310600000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

7 Nov 2026 04:06 UTC writer usage

payload

{
  "input_tokens": 5766,
  "output_tokens": 15383,
  "total_tokens": 21149,
  "cached_tokens": 1152,
  "reasoning_tokens": 13180,
  "cost_in_usd_ticks": 1021020000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

7 Nov 2026 04:06 UTC editor usage

payload

{
  "input_tokens": 7396,
  "output_tokens": 4170,
  "total_tokens": 11566,
  "cached_tokens": 1152,
  "reasoning_tokens": 4151,
  "cost_in_usd_ticks": 380840000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

7 Nov 2026 04:07 UTC writer usage

payload

{
  "input_tokens": 8299,
  "output_tokens": 10180,
  "total_tokens": 18479,
  "cached_tokens": 1152,
  "reasoning_tokens": 8384,
  "cost_in_usd_ticks": 759500000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

7 Nov 2026 04:07 UTC writer published

payload

{
  "briefId": "claude-code-319",
  "slug": "claude-code-2-1-319-auto-mode",
  "section": "posts",
  "status": "published"
}

7 Nov 2026 04:07 UTC editor usage

payload

{
  "input_tokens": 9373,
  "output_tokens": 5204,
  "total_tokens": 14577,
  "cached_tokens": 1152,
  "reasoning_tokens": 4917,
  "cost_in_usd_ticks": 482420000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

7 Nov 2026 04:07 UTC writer usage

payload

{
  "input_tokens": 11439,
  "output_tokens": 12047,
  "total_tokens": 23486,
  "cached_tokens": 1152,
  "reasoning_tokens": 10328,
  "cost_in_usd_ticks": 934320000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

7 Nov 2026 04:07 UTC writer usage

payload

{
  "input_tokens": 7787,
  "output_tokens": 3179,
  "total_tokens": 10966,
  "cached_tokens": 6528,
  "reasoning_tokens": 2272,
  "cost_in_usd_ticks": 248560000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

7 Nov 2026 04:08 UTC writer usage

payload

{
  "input_tokens": 11306,
  "output_tokens": 24473,
  "total_tokens": 35779,
  "cached_tokens": 1152,
  "reasoning_tokens": 21722,
  "cost_in_usd_ticks": 1677220000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

7 Nov 2026 04:08 UTC writer usage

payload

{
  "input_tokens": 7997,
  "output_tokens": 9905,
  "total_tokens": 17902,
  "cached_tokens": 5760,
  "reasoning_tokens": 7743,
  "cost_in_usd_ticks": 667840000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-rewrite-gate"
}

7 Nov 2026 04:08 UTC editor usage

payload

{
  "input_tokens": 6556,
  "output_tokens": 6381,
  "total_tokens": 12937,
  "cached_tokens": 1536,
  "reasoning_tokens": 6362,
  "cost_in_usd_ticks": 490940000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge-again"
}

7 Nov 2026 04:09 UTC editor usage

payload

{
  "input_tokens": 9161,
  "output_tokens": 8687,
  "total_tokens": 17848,
  "cached_tokens": 1152,
  "reasoning_tokens": 8668,
  "cost_in_usd_ticks": 687160000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

7 Nov 2026 04:09 UTC writer published

payload

{
  "briefId": "openai-hacktron",
  "slug": "openai-hacktron-partnership",
  "section": "posts",
  "status": "published"
}

7 Nov 2026 04:09 UTC writer published

payload

{
  "briefId": "biobasics-bench",
  "slug": "biobasicsbench-wet-lab-agents",
  "section": "posts",
  "status": "published"
}

7 Nov 2026 04:09 UTC writer usage

payload

{
  "input_tokens": 14101,
  "output_tokens": 9524,
  "total_tokens": 23625,
  "cached_tokens": 1152,
  "reasoning_tokens": 6782,
  "cost_in_usd_ticks": 836180000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-rewrite-gate"
}

7 Nov 2026 04:09 UTC writer usage

payload

{
  "input_tokens": 10541,
  "output_tokens": 10937,
  "total_tokens": 21478,
  "cached_tokens": 9472,
  "reasoning_tokens": 10285,
  "cost_in_usd_ticks": 724960000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

7 Nov 2026 04:09 UTC editor usage

payload

{
  "input_tokens": 12048,
  "output_tokens": 10689,
  "total_tokens": 22737,
  "cached_tokens": 1152,
  "reasoning_tokens": 10430,
  "cost_in_usd_ticks": 865020000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

7 Nov 2026 04:10 UTC editor usage

payload

{
  "input_tokens": 7922,
  "output_tokens": 7999,
  "total_tokens": 15921,
  "cached_tokens": 1152,
  "reasoning_tokens": 7829,
  "cost_in_usd_ticks": 621100000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

7 Nov 2026 04:10 UTC editor usage

payload

{
  "input_tokens": 9307,
  "output_tokens": 4771,
  "total_tokens": 14078,
  "cached_tokens": 1152,
  "reasoning_tokens": 4752,
  "cost_in_usd_ticks": 455120000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge-again"
}

7 Nov 2026 04:10 UTC writer usage

payload

{
  "input_tokens": 8092,
  "output_tokens": 4444,
  "total_tokens": 12536,
  "cached_tokens": 1152,
  "reasoning_tokens": 2284,
  "cost_in_usd_ticks": 411200000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

7 Nov 2026 04:10 UTC writer usage

payload

{
  "input_tokens": 13420,
  "output_tokens": 5215,
  "total_tokens": 18635,
  "cached_tokens": 1152,
  "reasoning_tokens": 3527,
  "cost_in_usd_ticks": 564020000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

7 Nov 2026 04:10 UTC writer published

payload

{
  "briefId": "lg-sdk-0414",
  "slug": "langgraph-sdk-0-4-14-strict-resume",
  "section": "posts",
  "status": "published"
}

7 Nov 2026 04:11 UTC editor usage

payload

{
  "input_tokens": 43135,
  "output_tokens": 11921,
  "total_tokens": 55056,
  "cached_tokens": 15232,
  "reasoning_tokens": 11631,
  "cost_in_usd_ticks": 1449480000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 2,
  "web_search_calls": 2,
  "x_search_calls": 0,
  "step": "record-judge"
}

7 Nov 2026 04:12 UTC writer usage

payload

{
  "input_tokens": 14218,
  "output_tokens": 4909,
  "total_tokens": 19127,
  "cached_tokens": 1152,
  "reasoning_tokens": 2195,
  "cost_in_usd_ticks": 561620000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

7 Nov 2026 04:12 UTC editor usage

payload

{
  "input_tokens": 23977,
  "output_tokens": 8729,
  "total_tokens": 32706,
  "cached_tokens": 3840,
  "reasoning_tokens": 8473,
  "cost_in_usd_ticks": 995680000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 1,
  "web_search_calls": 1,
  "x_search_calls": 0,
  "step": "record-judge-again"
}

7 Nov 2026 04:12 UTC writer dropped

payload

{
  "briefId": "atlassian-mcp",
  "slug": "connect-atlassian-remote-mcp",
  "section": "howtos",
  "status": "dropped",
  "reason": "The Windsurf section says the address includes a trailing slash, but the code block is empty, so the sourced serverUrl is not shown.; “per-call cap” overstates the page, which says credit usage is per"
}

7 Nov 2026 04:12 UTC editor usage

payload

{
  "input_tokens": 12015,
  "output_tokens": 10098,
  "total_tokens": 22113,
  "cached_tokens": 1152,
  "reasoning_tokens": 10079,
  "cost_in_usd_ticks": 828900000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge-again"
}

7 Nov 2026 04:12 UTC writer published

payload

{
  "briefId": "gpt-6-cyber",
  "slug": "gpt-6-cyber-daybreak-red",
  "section": "posts",
  "status": "published"
}

7 Nov 2026 04:13 UTC editor usage

payload

{
  "input_tokens": 14096,
  "output_tokens": 9860,
  "total_tokens": 23956,
  "cached_tokens": 2688,
  "reasoning_tokens": 9841,
  "cost_in_usd_ticks": 833200000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge-again"
}

7 Nov 2026 04:13 UTC writer dropped

payload

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

7 Nov 2026 04:14 UTC social posted

payload

{
  "status": "posted",
  "tweetIds": [
    "2118919995014930547"
  ]
}

7 Nov 2026 04:14 UTC social usage

payload

{
  "input_tokens": 1580,
  "output_tokens": 3209,
  "total_tokens": 4789,
  "cached_tokens": 1152,
  "reasoning_tokens": 3142,
  "cost_in_usd_ticks": 206860000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "social"
}

7 Nov 2026 04:14 UTC manager closed

payload

{
  "status": "success",
  "source": "cron",
  "searched": 10,
  "filtered": 10,
  "briefs": 7,
  "published": 5,
  "social": {
    "status": "posted",
    "tweetIds": [
      "2118919995014930547"
    ]
  },
  "outcomes": [
    {
      "briefId": "gpt-6-cyber",
      "slug": "gpt-6-cyber-daybreak-red",
      "section": "posts",
      "status": "published"
    },
    {
      "briefId": "openai-hacktron",
      "slug": "openai-hacktron-partnership",
      "section": "posts",
      "status": "published"
    },
    {
      "briefId": "biobasics-bench",
      "slug": "biobasicsbench-wet-lab-agents",
      "section": "posts",
      "status": "published"
    },
    {
      "briefId": "claude-code-319",
      "slug": "claude-code-2-1-319-auto-mode",
      "section": "posts",
      "status": "published"
    },
    {
      "briefId": "antigravity-mcp",
      "slug": "connect-mcp-google-antigravity",
      "section": "howtos",
      "status": "dropped",
      "reason": "edition full"
    },
    {
      "briefId": "atlassian-mcp",
      "slug": "connect-atlassian-remote-mcp",
      "section": "howtos",
      "status": "dropped",
      "reason": "The Windsurf section says the address includes a trailing slash, but the code block is empty, so the sourced serverUrl is not shown.; “per-call cap” overstates the page, which says credit usage is per"
    },
    {
      "briefId": "lg-sdk-0414",
      "slug": "langgraph-sdk-0-4-14-strict-resume",
      "section": "posts",
      "status": "published"
    }
  ]
}

7 Nov 2026 04:14 UTC manager exported

payload

{
  "logKey": "runs/subagentic-20261106-2000/daily_log.md",
  "githubUrl": "https://github.com/subagentic/subagentic-ai-transparency/blob/main/daily_log_2026-11-06.md"
}

7 Nov 2026 04:14 UTC manager emailed

payload

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