Run log

subagentic-20261001-0800

success started 1 Oct 2026 15:00 UTC finished 1 Oct 2026 15:20 UTC 4 articles

All runs · How a run works · GitHub daily log

Published

How to run a first task on the OpenAI Agents API How-Tos · 1 Oct 2026
Hedra posts that its MCP server and CLI are live for agent visuals News · 1 Oct 2026
AG-UI 1.0 locks a stable agent-to-UI event spec News · 1 Oct 2026
How to run a first agent with the OpenAI Agents SDK for Python How-Tos · 1 Oct 2026

Events

1 Oct 2026 15:00 UTC manager opened

payload

{
  "runId": "subagentic-20261001-0800"
}

1 Oct 2026 15:00 UTC manager trigger

payload

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

1 Oct 2026 15:01 UTC searcher candidates
payload
```
{
  "count": 6,
  "lightDay": true
}
```

1 Oct 2026 15:01 UTC searcher usage

payload

{
  "input_tokens": 5624,
  "output_tokens": 226,
  "total_tokens": 5850,
  "cached_tokens": 1152,
  "reasoning_tokens": 68,
  "cost_in_usd_ticks": 158760000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 1,
  "web_search_calls": 0,
  "x_search_calls": 1,
  "step": "search-0"
}

1 Oct 2026 15:01 UTC searcher usage

payload

{
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  "output_tokens": 155,
  "total_tokens": 8513,
  "cached_tokens": 1152,
  "reasoning_tokens": 71,
  "cost_in_usd_ticks": 159180000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "search-1"
}

1 Oct 2026 15:01 UTC searcher usage

payload

{
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  "output_tokens": 1310,
  "total_tokens": 11864,
  "cached_tokens": 2304,
  "reasoning_tokens": 707,
  "cost_in_usd_ticks": 255120000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "search-2"
}

1 Oct 2026 15:01 UTC manager prefilter
payload
```
{
  "kept": 6
}
```

1 Oct 2026 15:04 UTC analyst slate

payload

{
  "count": 7,
  "quietDay": false,
  "rejections": [
    {
      "url": "https://x.com/i/status/2105431020279366030",
      "reason": "unverified"
    },
    {
      "url": "https://developers.openai.com/api/docs/guides/agents",
      "reason": "low-signal"
    }
  ],
  "unreported": 2
}

1 Oct 2026 15:04 UTC analyst usage

payload

{
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  "output_tokens": 11670,
  "total_tokens": 121662,
  "cached_tokens": 9856,
  "reasoning_tokens": 7770,
  "cost_in_usd_ticks": 3602200000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 14,
  "web_search_calls": 12,
  "x_search_calls": 2,
  "step": "analyze"
}

1 Oct 2026 15:06 UTC writer usage

payload

{
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  "output_tokens": 8004,
  "total_tokens": 12474,
  "cached_tokens": 1152,
  "reasoning_tokens": 6019,
  "cost_in_usd_ticks": 552360000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

1 Oct 2026 15:06 UTC writer usage

payload

{
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  "total_tokens": 14510,
  "cached_tokens": 1152,
  "reasoning_tokens": 10255,
  "cost_in_usd_ticks": 708800000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

1 Oct 2026 15:06 UTC writer usage

payload

{
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  "total_tokens": 19748,
  "cached_tokens": 1152,
  "reasoning_tokens": 11629,
  "cost_in_usd_ticks": 879280000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

1 Oct 2026 15:06 UTC writer usage

payload

{
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  "total_tokens": 22501,
  "cached_tokens": 1152,
  "reasoning_tokens": 11016,
  "cost_in_usd_ticks": 932220000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

1 Oct 2026 15:07 UTC writer usage

payload

{
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  "cached_tokens": 1152,
  "reasoning_tokens": 12418,
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  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

1 Oct 2026 15:07 UTC writer usage

payload

{
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  "cached_tokens": 1152,
  "reasoning_tokens": 13357,
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  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

1 Oct 2026 15:08 UTC editor usage

payload

{
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  "total_tokens": 9597,
  "cached_tokens": 1152,
  "reasoning_tokens": 6014,
  "cost_in_usd_ticks": 421100000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

1 Oct 2026 15:08 UTC editor usage

payload

{
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  "total_tokens": 12986,
  "cached_tokens": 1152,
  "reasoning_tokens": 5761,
  "cost_in_usd_ticks": 473640000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

1 Oct 2026 15:08 UTC editor usage

payload

{
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  "cached_tokens": 1152,
  "reasoning_tokens": 4754,
  "cost_in_usd_ticks": 462640000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

1 Oct 2026 15:08 UTC writer dropped

payload

{
  "briefId": "claude-dev-home",
  "slug": "claude-dev-developer-home",
  "section": "posts",
  "status": "dropped",
  "reason": "The Sept 30 post says a t.co shortlink is “our new home”; neither fetch expands that link to https://claude.dev/ or says claude.dev is the announced destination. Title, description, and “That home is "
}

1 Oct 2026 15:08 UTC writer usage

payload

{
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  "output_tokens": 17185,
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  "cached_tokens": 1152,
  "reasoning_tokens": 15273,
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  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

1 Oct 2026 15:08 UTC writer usage

payload

{
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  "cached_tokens": 1152,
  "reasoning_tokens": 8948,
  "cost_in_usd_ticks": 769640000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-rewrite-gate"
}

1 Oct 2026 15:08 UTC writer published

payload

{
  "briefId": "agents-api-qs",
  "slug": "openai-agents-api-sandbox-quickstart",
  "section": "howtos",
  "status": "published"
}

1 Oct 2026 15:08 UTC writer published

payload

{
  "briefId": "hedra-mcp-cli",
  "slug": "hedra-mcp-cli-vision-agents",
  "section": "posts",
  "status": "published"
}

1 Oct 2026 15:09 UTC editor usage

payload

{
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  "output_tokens": 10623,
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  "cached_tokens": 1536,
  "reasoning_tokens": 10604,
  "cost_in_usd_ticks": 822380000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

1 Oct 2026 15:09 UTC editor usage

payload

{
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  "output_tokens": 8806,
  "total_tokens": 32520,
  "cached_tokens": 3840,
  "reasoning_tokens": 8745,
  "cost_in_usd_ticks": 995040000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 1,
  "web_search_calls": 1,
  "x_search_calls": 0,
  "step": "record-judge"
}

1 Oct 2026 15:09 UTC writer published

payload

{
  "briefId": "ag-ui-1-stable",
  "slug": "ag-ui-1-0-stable-agent-ui-spec",
  "section": "posts",
  "status": "published"
}

1 Oct 2026 15:09 UTC writer published

payload

{
  "briefId": "agents-sdk-py-start",
  "slug": "openai-agents-sdk-python-quickstart",
  "section": "howtos",
  "status": "published"
}

1 Oct 2026 15:10 UTC editor usage

payload

{
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  "output_tokens": 11320,
  "total_tokens": 17981,
  "cached_tokens": 1152,
  "reasoning_tokens": 11037,
  "cost_in_usd_ticks": 795140000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

1 Oct 2026 15:11 UTC writer usage

payload

{
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  "output_tokens": 6218,
  "total_tokens": 12970,
  "cached_tokens": 1920,
  "reasoning_tokens": 4204,
  "cost_in_usd_ticks": 479320000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

1 Oct 2026 15:11 UTC writer dropped

payload

{
  "briefId": "adk-python-start",
  "slug": "google-adk-python-first-agent",
  "section": "howtos",
  "status": "dropped",
  "reason": "unsourced commands: 10:30 AM; 10:30 AM"
}

1 Oct 2026 15:13 UTC writer usage

payload

{
  "input_tokens": 12086,
  "output_tokens": 25484,
  "total_tokens": 37570,
  "cached_tokens": 1152,
  "reasoning_tokens": 23643,
  "cost_in_usd_ticks": 1753480000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-rewrite-gate"
}

1 Oct 2026 15:16 UTC editor usage

payload

{
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  "output_tokens": 16086,
  "total_tokens": 79620,
  "cached_tokens": 37632,
  "reasoning_tokens": 15451,
  "cost_in_usd_ticks": 1971360000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 6,
  "web_search_calls": 6,
  "x_search_calls": 0,
  "step": "record-judge"
}

1 Oct 2026 15:17 UTC writer usage

payload

{
  "input_tokens": 12306,
  "output_tokens": 10734,
  "total_tokens": 23040,
  "cached_tokens": 1920,
  "reasoning_tokens": 8768,
  "cost_in_usd_ticks": 861360000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

1 Oct 2026 15:20 UTC editor usage

payload

{
  "input_tokens": 36028,
  "output_tokens": 11044,
  "total_tokens": 47072,
  "cached_tokens": 12928,
  "reasoning_tokens": 10804,
  "cost_in_usd_ticks": 1289280000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 2,
  "web_search_calls": 2,
  "x_search_calls": 0,
  "step": "record-judge-again"
}

1 Oct 2026 15:20 UTC writer dropped

payload

{
  "briefId": "mastra-first-agent",
  "slug": "mastra-first-typescript-agent",
  "section": "howtos",
  "status": "dropped",
  "reason": "The description says scaffold with npm create mastra, then define and register an Agent. The fetched quickstart and agents overview do not describe that as one path, and the body correctly treats them"
}

1 Oct 2026 15:20 UTC social posted

payload

{
  "status": "posted",
  "tweetIds": [
    "2105679369259606496"
  ]
}

1 Oct 2026 15:20 UTC social usage

payload

{
  "input_tokens": 1566,
  "output_tokens": 4286,
  "total_tokens": 5852,
  "cached_tokens": 1152,
  "reasoning_tokens": 4217,
  "cost_in_usd_ticks": 271200000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "social"
}

1 Oct 2026 15:20 UTC manager closed

payload

{
  "status": "success",
  "source": "cron",
  "searched": 6,
  "filtered": 6,
  "briefs": 7,
  "published": 4,
  "social": {
    "status": "posted",
    "tweetIds": [
      "2105679369259606496"
    ]
  },
  "outcomes": [
    {
      "briefId": "ag-ui-1-stable",
      "slug": "ag-ui-1-0-stable-agent-ui-spec",
      "section": "posts",
      "status": "published"
    },
    {
      "briefId": "agents-sdk-py-start",
      "slug": "openai-agents-sdk-python-quickstart",
      "section": "howtos",
      "status": "published"
    },
    {
      "briefId": "agents-api-qs",
      "slug": "openai-agents-api-sandbox-quickstart",
      "section": "howtos",
      "status": "published"
    },
    {
      "briefId": "claude-dev-home",
      "slug": "claude-dev-developer-home",
      "section": "posts",
      "status": "dropped",
      "reason": "The Sept 30 post says a t.co shortlink is “our new home”; neither fetch expands that link to https://claude.dev/ or says claude.dev is the announced destination. Title, description, and “That home is "
    },
    {
      "briefId": "adk-python-start",
      "slug": "google-adk-python-first-agent",
      "section": "howtos",
      "status": "dropped",
      "reason": "unsourced commands: 10:30 AM; 10:30 AM"
    },
    {
      "briefId": "mastra-first-agent",
      "slug": "mastra-first-typescript-agent",
      "section": "howtos",
      "status": "dropped",
      "reason": "The description says scaffold with npm create mastra, then define and register an Agent. The fetched quickstart and agents overview do not describe that as one path, and the body correctly treats them"
    },
    {
      "briefId": "hedra-mcp-cli",
      "slug": "hedra-mcp-cli-vision-agents",
      "section": "posts",
      "status": "published"
    }
  ]
}

1 Oct 2026 15:21 UTC manager exported

payload

{
  "logKey": "runs/subagentic-20261001-0800/daily_log.md",
  "githubUrl": "https://github.com/subagentic/subagentic-ai-transparency/blob/main/daily_log_2026-10-01.md"
}

1 Oct 2026 15:21 UTC manager emailed

payload

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