Run log

subagentic-20261031-2000

success started 1 Nov 2026 03:00 UTC finished 1 Nov 2026 03:16 UTC 3 articles

All runs · How a run works · GitHub daily log

Published

Anthropic agents found fine-tuning data that passes a monitor and teaches misalignment News · 1 Nov 2026
Gemini API Computer Use is generally available News · 1 Nov 2026
How to install AutoGen AgentChat and run a first tool-using agent How-Tos · 1 Nov 2026

Events

1 Nov 2026 03:00 UTC manager opened

payload

{
  "runId": "subagentic-20261031-2000"
}

1 Nov 2026 03:00 UTC manager trigger

payload

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

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

1 Nov 2026 03:01 UTC searcher usage

payload

{
  "input_tokens": 6418,
  "output_tokens": 191,
  "total_tokens": 6609,
  "cached_tokens": 1152,
  "reasoning_tokens": 40,
  "cost_in_usd_ticks": 172540000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 1,
  "web_search_calls": 0,
  "x_search_calls": 1,
  "step": "search-0"
}

1 Nov 2026 03:01 UTC searcher usage

payload

{
  "input_tokens": 9144,
  "output_tokens": 133,
  "total_tokens": 9277,
  "cached_tokens": 1152,
  "reasoning_tokens": 46,
  "cost_in_usd_ticks": 173580000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "search-1"
}

1 Nov 2026 03:01 UTC searcher usage

payload

{
  "input_tokens": 11135,
  "output_tokens": 3194,
  "total_tokens": 14329,
  "cached_tokens": 9088,
  "reasoning_tokens": 2318,
  "cost_in_usd_ticks": 278020000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "search-2"
}

1 Nov 2026 03:01 UTC manager prefilter
payload
```
{
  "kept": 10
}
```

1 Nov 2026 03:04 UTC analyst slate

payload

{
  "count": 7,
  "quietDay": false,
  "quietNote": "Two confirmed lab items; remaining slots are evergreen how-tos from Google, LangChain, and Microsoft docs.",
  "rejections": [
    {
      "url": "https://docs.cloud.google.com/gemini-enterprise-agent-platform/models/computer-use",
      "reason": "merged"
    },
    {
      "url": "https://x.com/i/status/2116506558469464072",
      "reason": "unverified"
    },
    {
      "url": "https://x.com/i/status/2116480694322970637",
      "reason": "unverified"
    },
    {
      "url": "https://x.com/i/status/2116659000188219579",
      "reason": "low-signal"
    }
  ],
  "unreported": 0
}

1 Nov 2026 03:04 UTC analyst usage

payload

{
  "input_tokens": 243530,
  "output_tokens": 10281,
  "total_tokens": 253811,
  "cached_tokens": 172928,
  "reasoning_tokens": 6272,
  "cost_in_usd_ticks": 7537080000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 21,
  "web_search_calls": 16,
  "x_search_calls": 5,
  "step": "analyze"
}

1 Nov 2026 03:04 UTC writer dropped

payload

{
  "briefId": "langgraph-first-graph",
  "slug": "how-to-run-a-first-langgraph-graph",
  "section": "howtos",
  "status": "dropped",
  "reason": "no usable source prose"
}

1 Nov 2026 03:04 UTC writer dropped

payload

{
  "briefId": "langsmith-mcp-howto",
  "slug": "how-to-call-langsmith-agent-server-mcp",
  "section": "howtos",
  "status": "dropped",
  "reason": "no usable source prose"
}

1 Nov 2026 03:04 UTC writer dropped

payload

{
  "briefId": "langchain-docs-mcp",
  "slug": "how-to-connect-langchain-docs-mcp",
  "section": "howtos",
  "status": "dropped",
  "reason": "no usable source prose"
}

1 Nov 2026 03:06 UTC writer usage

payload

{
  "input_tokens": 3807,
  "output_tokens": 12851,
  "total_tokens": 16658,
  "cached_tokens": 1152,
  "reasoning_tokens": 10743,
  "cost_in_usd_ticks": 829920000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

1 Nov 2026 03:07 UTC writer usage

payload

{
  "input_tokens": 9787,
  "output_tokens": 14533,
  "total_tokens": 24320,
  "cached_tokens": 1152,
  "reasoning_tokens": 12625,
  "cost_in_usd_ticks": 1050440000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

1 Nov 2026 03:07 UTC writer usage

payload

{
  "input_tokens": 12087,
  "output_tokens": 15850,
  "total_tokens": 27937,
  "cached_tokens": 1152,
  "reasoning_tokens": 13704,
  "cost_in_usd_ticks": 1175460000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

1 Nov 2026 03:09 UTC editor usage

payload

{
  "input_tokens": 10651,
  "output_tokens": 11672,
  "total_tokens": 22323,
  "cached_tokens": 1152,
  "reasoning_tokens": 11653,
  "cost_in_usd_ticks": 896060000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

1 Nov 2026 03:09 UTC writer usage

payload

{
  "input_tokens": 14263,
  "output_tokens": 9692,
  "total_tokens": 23955,
  "cached_tokens": 12032,
  "reasoning_tokens": 7630,
  "cost_in_usd_ticks": 686300000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-rewrite-gate"
}

1 Nov 2026 03:09 UTC writer usage

payload

{
  "input_tokens": 24947,
  "output_tokens": 8997,
  "total_tokens": 33944,
  "cached_tokens": 1152,
  "reasoning_tokens": 8227,
  "cost_in_usd_ticks": 1021480000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

1 Nov 2026 03:09 UTC writer published

payload

{
  "briefId": "anthropic-em-search",
  "slug": "anthropic-automated-emergent-misalignment-search",
  "section": "posts",
  "status": "published"
}

1 Nov 2026 03:10 UTC writer usage

payload

{
  "input_tokens": 6003,
  "output_tokens": 19140,
  "total_tokens": 25143,
  "cached_tokens": 1152,
  "reasoning_tokens": 17098,
  "cost_in_usd_ticks": 1251180000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-rewrite-gate"
}

1 Nov 2026 03:10 UTC editor usage

payload

{
  "input_tokens": 24747,
  "output_tokens": 5429,
  "total_tokens": 30176,
  "cached_tokens": 1152,
  "reasoning_tokens": 5410,
  "cost_in_usd_ticks": 803400000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

1 Nov 2026 03:10 UTC writer published

payload

{
  "briefId": "gemini-cu-ga",
  "slug": "gemini-api-computer-use-generally-available",
  "section": "posts",
  "status": "published"
}

1 Nov 2026 03:11 UTC editor usage

payload

{
  "input_tokens": 44684,
  "output_tokens": 12270,
  "total_tokens": 56954,
  "cached_tokens": 2304,
  "reasoning_tokens": 11906,
  "cost_in_usd_ticks": 1695320000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 2,
  "web_search_calls": 2,
  "x_search_calls": 0,
  "step": "record-judge"
}

1 Nov 2026 03:11 UTC writer usage

payload

{
  "input_tokens": 14397,
  "output_tokens": 3505,
  "total_tokens": 17902,
  "cached_tokens": 12032,
  "reasoning_tokens": 1495,
  "cost_in_usd_ticks": 317760000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

1 Nov 2026 03:12 UTC editor usage

payload

{
  "input_tokens": 5989,
  "output_tokens": 11798,
  "total_tokens": 17787,
  "cached_tokens": 1152,
  "reasoning_tokens": 11616,
  "cost_in_usd_ticks": 810380000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

1 Nov 2026 03:13 UTC editor usage

payload

{
  "input_tokens": 14192,
  "output_tokens": 10578,
  "total_tokens": 24770,
  "cached_tokens": 2688,
  "reasoning_tokens": 10317,
  "cost_in_usd_ticks": 878200000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge-again"
}

1 Nov 2026 03:13 UTC writer dropped

payload

{
  "briefId": "gemini-cu-howto",
  "slug": "how-to-use-gemini-api-computer-use",
  "section": "howtos",
  "status": "dropped",
  "reason": "Two sentences ship empty inline code where the fetched page has https://www.google.com/ and https://generativelanguage.googleapis.com/v1/interactions.; The next-step attributes the function_result tur"
}

1 Nov 2026 03:13 UTC writer usage

payload

{
  "input_tokens": 6031,
  "output_tokens": 9185,
  "total_tokens": 15216,
  "cached_tokens": 3712,
  "reasoning_tokens": 7170,
  "cost_in_usd_ticks": 616040000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

1 Nov 2026 03:15 UTC editor usage

payload

{
  "input_tokens": 17580,
  "output_tokens": 9286,
  "total_tokens": 26866,
  "cached_tokens": 8576,
  "reasoning_tokens": 9214,
  "cost_in_usd_ticks": 830120000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 1,
  "web_search_calls": 1,
  "x_search_calls": 0,
  "step": "record-judge-again"
}

1 Nov 2026 03:16 UTC writer published

payload

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

1 Nov 2026 03:16 UTC social posted

payload

{
  "status": "posted",
  "tweetIds": [
    "2116731032011423843"
  ]
}

1 Nov 2026 03:16 UTC social usage

payload

{
  "input_tokens": 1546,
  "output_tokens": 1152,
  "total_tokens": 2698,
  "cached_tokens": 1152,
  "reasoning_tokens": 1103,
  "cost_in_usd_ticks": 82760000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "social"
}

1 Nov 2026 03:16 UTC manager closed

payload

{
  "status": "success",
  "source": "cron",
  "searched": 10,
  "filtered": 10,
  "briefs": 7,
  "published": 3,
  "social": {
    "status": "posted",
    "tweetIds": [
      "2116731032011423843"
    ]
  },
  "outcomes": [
    {
      "briefId": "anthropic-em-search",
      "slug": "anthropic-automated-emergent-misalignment-search",
      "section": "posts",
      "status": "published"
    },
    {
      "briefId": "gemini-cu-ga",
      "slug": "gemini-api-computer-use-generally-available",
      "section": "posts",
      "status": "published"
    },
    {
      "briefId": "gemini-cu-howto",
      "slug": "how-to-use-gemini-api-computer-use",
      "section": "howtos",
      "status": "dropped",
      "reason": "Two sentences ship empty inline code where the fetched page has https://www.google.com/ and https://generativelanguage.googleapis.com/v1/interactions.; The next-step attributes the function_result tur"
    },
    {
      "briefId": "langsmith-mcp-howto",
      "slug": "how-to-call-langsmith-agent-server-mcp",
      "section": "howtos",
      "status": "dropped",
      "reason": "no usable source prose"
    },
    {
      "briefId": "langgraph-first-graph",
      "slug": "how-to-run-a-first-langgraph-graph",
      "section": "howtos",
      "status": "dropped",
      "reason": "no usable source prose"
    },
    {
      "briefId": "autogen-first-agent",
      "slug": "how-to-run-a-first-autogen-agent",
      "section": "howtos",
      "status": "published"
    },
    {
      "briefId": "langchain-docs-mcp",
      "slug": "how-to-connect-langchain-docs-mcp",
      "section": "howtos",
      "status": "dropped",
      "reason": "no usable source prose"
    }
  ]
}

1 Nov 2026 03:16 UTC manager exported

payload

{
  "logKey": "runs/subagentic-20261031-2000/daily_log.md",
  "githubUrl": "https://github.com/subagentic/subagentic-ai-transparency/blob/main/daily_log_2026-10-31.md"
}

1 Nov 2026 03:16 UTC manager emailed

payload

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