Run log

subagentic-20261029-0800

success started 29 Oct 2026 15:00 UTC finished 29 Oct 2026 16:03 UTC 4 articles

All runs · How a run works · GitHub daily log

Published

GitHub Agentic Workflows is generally available News · 29 Oct 2026
How to run a first GitHub Agentic Workflow How-Tos · 29 Oct 2026
Snaptrude launches a building-design agent and keeps AECBench closed News · 29 Oct 2026
How to add an MCP server in VS Code How-Tos · 29 Oct 2026

Events

29 Oct 2026 15:00 UTC manager opened

payload

{
  "runId": "subagentic-20261029-0800"
}

29 Oct 2026 15:00 UTC manager trigger

payload

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

29 Oct 2026 15:01 UTC searcher candidates
payload
```
{
  "count": 10,
  "lightDay": false
}
```

29 Oct 2026 15:01 UTC searcher usage

payload

{
  "input_tokens": 5693,
  "output_tokens": 219,
  "total_tokens": 5912,
  "cached_tokens": 1152,
  "reasoning_tokens": 87,
  "cost_in_usd_ticks": 309720000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 1,
  "web_search_calls": 0,
  "x_search_calls": 1,
  "step": "search-0"
}

29 Oct 2026 15:01 UTC searcher usage

payload

{
  "input_tokens": 10640,
  "output_tokens": 139,
  "total_tokens": 10779,
  "cached_tokens": 1152,
  "reasoning_tokens": 51,
  "cost_in_usd_ticks": 203860000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "search-1"
}

29 Oct 2026 15:01 UTC searcher usage

payload

{
  "input_tokens": 12584,
  "output_tokens": 2188,
  "total_tokens": 14772,
  "cached_tokens": 10624,
  "reasoning_tokens": 1256,
  "cost_in_usd_ticks": 223600000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "search-2"
}

29 Oct 2026 15:01 UTC manager prefilter
payload
```
{
  "kept": 10
}
```

29 Oct 2026 15:03 UTC analyst slate

payload

{
  "count": 5,
  "quietDay": true,
  "quietNote": "Thin news day: one confirmed GitHub GA and a vendor-only design-agent launch. Filled the rest with evergreen setup docs from GitHub, VS Code, and Claude Code.",
  "rejections": [
    {
      "url": "https://x.com/i/status/2115596225793921048",
      "reason": "stale"
    },
    {
      "url": "https://openai.com/index/legora",
      "reason": "promotional"
    },
    {
      "url": "https://openai.com/index/the-future-of-the-firm",
      "reason": "low-signal"
    },
    {
      "url": "https://modelcontextprotocol.io/docs/2026-07-28/getting-started/intro",
      "reason": "low-signal"
    },
    {
      "url": "https://academy.claude.com/courses/introduction-to-model-context-protocol/defining-tools-with-mcp",
      "reason": "low-signal"
    },
    {
      "url": "https://x.com/i/status/2115537588442505256",
      "reason": "low-signal"
    }
  ],
  "unreported": 0
}

29 Oct 2026 15:03 UTC analyst usage

payload

{
  "input_tokens": 116423,
  "output_tokens": 10300,
  "total_tokens": 126723,
  "cached_tokens": 66176,
  "reasoning_tokens": 6814,
  "cost_in_usd_ticks": 3053820000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 16,
  "web_search_calls": 14,
  "x_search_calls": 2,
  "step": "analyze"
}

29 Oct 2026 15:56 UTC writer dropped

payload

{
  "briefId": "claude-subagents",
  "slug": "create-claude-code-subagent",
  "section": "howtos",
  "status": "dropped",
  "reason": "no usable source prose"
}

29 Oct 2026 15:58 UTC writer usage

payload

{
  "input_tokens": 11151,
  "output_tokens": 8958,
  "total_tokens": 20109,
  "cached_tokens": 1152,
  "reasoning_tokens": 8076,
  "cost_in_usd_ticks": 743220000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

29 Oct 2026 15:58 UTC writer usage

payload

{
  "input_tokens": 8663,
  "output_tokens": 12306,
  "total_tokens": 20969,
  "cached_tokens": 1152,
  "reasoning_tokens": 10240,
  "cost_in_usd_ticks": 894340000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

29 Oct 2026 15:59 UTC editor usage

payload

{
  "input_tokens": 11008,
  "output_tokens": 5566,
  "total_tokens": 16574,
  "cached_tokens": 1152,
  "reasoning_tokens": 5547,
  "cost_in_usd_ticks": 536840000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

29 Oct 2026 15:59 UTC writer usage

payload

{
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  "output_tokens": 18622,
  "total_tokens": 25261,
  "cached_tokens": 1152,
  "reasoning_tokens": 16360,
  "cost_in_usd_ticks": 1232820000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

29 Oct 2026 15:59 UTC writer published

payload

{
  "briefId": "github-aw-ga",
  "slug": "github-agentic-workflows-ga",
  "section": "posts",
  "status": "published"
}

29 Oct 2026 16:00 UTC editor usage

payload

{
  "input_tokens": 8965,
  "output_tokens": 5232,
  "total_tokens": 14197,
  "cached_tokens": 1152,
  "reasoning_tokens": 5213,
  "cost_in_usd_ticks": 475940000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

29 Oct 2026 16:00 UTC editor usage

payload

{
  "input_tokens": 9592,
  "output_tokens": 8847,
  "total_tokens": 18439,
  "cached_tokens": 1152,
  "reasoning_tokens": 8584,
  "cost_in_usd_ticks": 705380000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

29 Oct 2026 16:00 UTC writer published

payload

{
  "briefId": "gh-aw-quickstart",
  "slug": "github-agentic-workflows-quickstart",
  "section": "howtos",
  "status": "published"
}

29 Oct 2026 16:00 UTC writer usage

payload

{
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  "output_tokens": 3895,
  "total_tokens": 14892,
  "cached_tokens": 1152,
  "reasoning_tokens": 1841,
  "cost_in_usd_ticks": 436360000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

29 Oct 2026 16:01 UTC writer usage

payload

{
  "input_tokens": 15275,
  "output_tokens": 28250,
  "total_tokens": 43525,
  "cached_tokens": 1152,
  "reasoning_tokens": 26118,
  "cost_in_usd_ticks": 1983220000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

29 Oct 2026 16:02 UTC editor usage

payload

{
  "input_tokens": 9579,
  "output_tokens": 8778,
  "total_tokens": 18357,
  "cached_tokens": 1152,
  "reasoning_tokens": 8759,
  "cost_in_usd_ticks": 700980000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge-again"
}

29 Oct 2026 16:02 UTC editor usage

payload

{
  "input_tokens": 17491,
  "output_tokens": 7227,
  "total_tokens": 24718,
  "cached_tokens": 1152,
  "reasoning_tokens": 7208,
  "cost_in_usd_ticks": 766160000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

29 Oct 2026 16:02 UTC writer published

payload

{
  "briefId": "snaptrude-agent",
  "slug": "snaptrude-building-design-agent",
  "section": "posts",
  "status": "published"
}

29 Oct 2026 16:03 UTC writer published

payload

{
  "briefId": "vscode-add-mcp",
  "slug": "add-mcp-server-vscode",
  "section": "howtos",
  "status": "published"
}

29 Oct 2026 16:03 UTC social posted

payload

{
  "status": "posted",
  "tweetIds": [
    "2115836879148871831"
  ]
}

29 Oct 2026 16:03 UTC social usage

payload

{
  "input_tokens": 1552,
  "output_tokens": 1523,
  "total_tokens": 3075,
  "cached_tokens": 1152,
  "reasoning_tokens": 1467,
  "cost_in_usd_ticks": 105140000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "social"
}

29 Oct 2026 16:03 UTC manager closed

payload

{
  "status": "success",
  "source": "cron",
  "searched": 10,
  "filtered": 10,
  "briefs": 5,
  "published": 4,
  "social": {
    "status": "posted",
    "tweetIds": [
      "2115836879148871831"
    ]
  },
  "outcomes": [
    {
      "briefId": "github-aw-ga",
      "slug": "github-agentic-workflows-ga",
      "section": "posts",
      "status": "published"
    },
    {
      "briefId": "gh-aw-quickstart",
      "slug": "github-agentic-workflows-quickstart",
      "section": "howtos",
      "status": "published"
    },
    {
      "briefId": "vscode-add-mcp",
      "slug": "add-mcp-server-vscode",
      "section": "howtos",
      "status": "published"
    },
    {
      "briefId": "claude-subagents",
      "slug": "create-claude-code-subagent",
      "section": "howtos",
      "status": "dropped",
      "reason": "no usable source prose"
    },
    {
      "briefId": "snaptrude-agent",
      "slug": "snaptrude-building-design-agent",
      "section": "posts",
      "status": "published"
    }
  ]
}

29 Oct 2026 16:03 UTC manager exported

payload

{
  "logKey": "runs/subagentic-20261029-0800/daily_log.md",
  "githubUrl": "https://github.com/subagentic/subagentic-ai-transparency/blob/main/daily_log_2026-10-29.md"
}

29 Oct 2026 16:03 UTC manager emailed

payload

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