Run log

subagentic-20261005-0800

success started 5 Oct 2026 15:00 UTC finished 5 Oct 2026 15:15 UTC 5 articles

All runs · How a run works · GitHub daily log

Published

How to connect Claude to a remote MCP server How-Tos · 5 Oct 2026
How to scaffold a first agent package with Microsoft APM How-Tos · 5 Oct 2026
How to set up a ChatGPT Dot and set its rules How-Tos · 5 Oct 2026
How to add an MCP server in LibreChat How-Tos · 5 Oct 2026
How to connect Claude Code or Cursor to Unity MCP How-Tos · 5 Oct 2026

Events

5 Oct 2026 15:00 UTC manager opened

payload

{
  "runId": "subagentic-20261005-0800"
}

5 Oct 2026 15:00 UTC manager trigger

payload

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

5 Oct 2026 15:01 UTC searcher candidates
payload
```
{
  "count": 8,
  "lightDay": true
}
```

5 Oct 2026 15:01 UTC searcher usage

payload

{
  "input_tokens": 5572,
  "output_tokens": 526,
  "total_tokens": 6098,
  "cached_tokens": 1152,
  "reasoning_tokens": 388,
  "cost_in_usd_ticks": 325720000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 1,
  "web_search_calls": 0,
  "x_search_calls": 1,
  "step": "search-0"
}

5 Oct 2026 15:01 UTC searcher usage

payload

{
  "input_tokens": 9776,
  "output_tokens": 109,
  "total_tokens": 9885,
  "cached_tokens": 1152,
  "reasoning_tokens": 25,
  "cost_in_usd_ticks": 184780000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "search-1"
}

5 Oct 2026 15:01 UTC searcher usage

payload

{
  "input_tokens": 11792,
  "output_tokens": 2654,
  "total_tokens": 14446,
  "cached_tokens": 9728,
  "reasoning_tokens": 1868,
  "cost_in_usd_ticks": 249160000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "search-2"
}

5 Oct 2026 15:01 UTC manager prefilter
payload
```
{
  "kept": 8
}
```

5 Oct 2026 15:04 UTC analyst slate

payload

{
  "count": 6,
  "quietDay": true,
  "quietNote": "No confirmable new product news beyond the desk. Slate is evergreen how-tos from official docs across Unity, LibreChat, MCP, OpenAI, Mastra, and Microsoft APM.",
  "rejections": [
    {
      "url": "https://x.com/i/status/2106874267019440441",
      "reason": "duplicate"
    },
    {
      "url": "https://x.com/i/status/2106789987907940538",
      "reason": "unverified"
    },
    {
      "url": "https://x.com/i/status/2106824386850521335",
      "reason": "low-signal"
    },
    {
      "url": "https://x.com/i/status/2106892868564431255",
      "reason": "low-signal"
    }
  ],
  "unreported": 0
}

5 Oct 2026 15:04 UTC analyst usage

payload

{
  "input_tokens": 184183,
  "output_tokens": 12840,
  "total_tokens": 197023,
  "cached_tokens": 87808,
  "reasoning_tokens": 9244,
  "cost_in_usd_ticks": 4686940000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 20,
  "web_search_calls": 17,
  "x_search_calls": 3,
  "step": "analyze"
}

5 Oct 2026 15:06 UTC writer usage

payload

{
  "input_tokens": 5164,
  "output_tokens": 12803,
  "total_tokens": 17967,
  "cached_tokens": 1152,
  "reasoning_tokens": 10749,
  "cost_in_usd_ticks": 854180000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

5 Oct 2026 15:07 UTC writer usage

payload

{
  "input_tokens": 9016,
  "output_tokens": 12968,
  "total_tokens": 21984,
  "cached_tokens": 1152,
  "reasoning_tokens": 10839,
  "cost_in_usd_ticks": 941120000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

5 Oct 2026 15:07 UTC writer usage

payload

{
  "input_tokens": 5228,
  "output_tokens": 13455,
  "total_tokens": 18683,
  "cached_tokens": 1152,
  "reasoning_tokens": 11812,
  "cost_in_usd_ticks": 894580000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

5 Oct 2026 15:07 UTC writer usage

payload

{
  "input_tokens": 6792,
  "output_tokens": 13614,
  "total_tokens": 20406,
  "cached_tokens": 1920,
  "reasoning_tokens": 10852,
  "cost_in_usd_ticks": 923880000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

5 Oct 2026 15:07 UTC writer usage

payload

{
  "input_tokens": 6430,
  "output_tokens": 17400,
  "total_tokens": 23830,
  "cached_tokens": 1152,
  "reasoning_tokens": 15476,
  "cost_in_usd_ticks": 1155320000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

5 Oct 2026 15:08 UTC writer usage

payload

{
  "input_tokens": 6910,
  "output_tokens": 4836,
  "total_tokens": 11746,
  "cached_tokens": 1920,
  "reasoning_tokens": 3197,
  "cost_in_usd_ticks": 399560000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-rewrite-gate"
}

5 Oct 2026 15:08 UTC writer usage

payload

{
  "input_tokens": 7267,
  "output_tokens": 8304,
  "total_tokens": 15571,
  "cached_tokens": 1920,
  "reasoning_tokens": 6223,
  "cost_in_usd_ticks": 614780000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-rewrite-gate"
}

5 Oct 2026 15:08 UTC editor usage

payload

{
  "input_tokens": 20801,
  "output_tokens": 4899,
  "total_tokens": 25700,
  "cached_tokens": 3840,
  "reasoning_tokens": 4823,
  "cost_in_usd_ticks": 702360000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 1,
  "web_search_calls": 1,
  "x_search_calls": 0,
  "step": "record-judge"
}

5 Oct 2026 15:09 UTC editor usage

payload

{
  "input_tokens": 33914,
  "output_tokens": 9919,
  "total_tokens": 43833,
  "cached_tokens": 10624,
  "reasoning_tokens": 9812,
  "cost_in_usd_ticks": 1214060000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 2,
  "web_search_calls": 2,
  "x_search_calls": 0,
  "step": "record-judge"
}

5 Oct 2026 15:09 UTC writer published

payload

{
  "briefId": "mcp-remote-connect",
  "slug": "how-to-connect-remote-mcp",
  "section": "howtos",
  "status": "published"
}

5 Oct 2026 15:09 UTC writer usage

payload

{
  "input_tokens": 11401,
  "output_tokens": 28344,
  "total_tokens": 39745,
  "cached_tokens": 1152,
  "reasoning_tokens": 26158,
  "cost_in_usd_ticks": 1911380000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

5 Oct 2026 15:09 UTC writer published

payload

{
  "briefId": "apm-first-package",
  "slug": "how-to-ship-an-apm-agent-package",
  "section": "howtos",
  "status": "published"
}

5 Oct 2026 15:09 UTC writer usage

payload

{
  "input_tokens": 11204,
  "output_tokens": 15183,
  "total_tokens": 26387,
  "cached_tokens": 1152,
  "reasoning_tokens": 13182,
  "cost_in_usd_ticks": 1117780000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-rewrite-gate"
}

5 Oct 2026 15:10 UTC editor usage

payload

{
  "input_tokens": 40472,
  "output_tokens": 9895,
  "total_tokens": 50367,
  "cached_tokens": 23552,
  "reasoning_tokens": 9712,
  "cost_in_usd_ticks": 1199860000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 3,
  "web_search_calls": 3,
  "x_search_calls": 0,
  "step": "record-judge"
}

5 Oct 2026 15:10 UTC writer published

payload

{
  "briefId": "chatgpt-dot-setup",
  "slug": "how-to-set-up-a-chatgpt-dot",
  "section": "howtos",
  "status": "published"
}

5 Oct 2026 15:10 UTC editor usage

payload

{
  "input_tokens": 13705,
  "output_tokens": 8571,
  "total_tokens": 22276,
  "cached_tokens": 2688,
  "reasoning_tokens": 8552,
  "cost_in_usd_ticks": 748040000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

5 Oct 2026 15:11 UTC writer published

payload

{
  "briefId": "librechat-mcp",
  "slug": "how-to-add-mcp-in-librechat",
  "section": "howtos",
  "status": "published"
}

5 Oct 2026 15:11 UTC writer usage

payload

{
  "input_tokens": 8413,
  "output_tokens": 18842,
  "total_tokens": 27255,
  "cached_tokens": 1920,
  "reasoning_tokens": 16956,
  "cost_in_usd_ticks": 1269980000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-rewrite-gate"
}

5 Oct 2026 15:11 UTC editor usage

payload

{
  "input_tokens": 27649,
  "output_tokens": 10656,
  "total_tokens": 38305,
  "cached_tokens": 13568,
  "reasoning_tokens": 10523,
  "cost_in_usd_ticks": 1138820000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 3,
  "web_search_calls": 3,
  "x_search_calls": 0,
  "step": "record-judge"
}

5 Oct 2026 15:11 UTC writer published

payload

{
  "briefId": "unity-mcp-setup",
  "slug": "how-to-connect-unity-mcp",
  "section": "howtos",
  "status": "published"
}

5 Oct 2026 15:12 UTC editor usage

payload

{
  "input_tokens": 8449,
  "output_tokens": 8426,
  "total_tokens": 16875,
  "cached_tokens": 2688,
  "reasoning_tokens": 8213,
  "cost_in_usd_ticks": 634220000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

5 Oct 2026 15:13 UTC writer usage

payload

{
  "input_tokens": 8530,
  "output_tokens": 3221,
  "total_tokens": 11751,
  "cached_tokens": 1152,
  "reasoning_tokens": 1343,
  "cost_in_usd_ticks": 346580000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

5 Oct 2026 15:14 UTC editor usage

payload

{
  "input_tokens": 8441,
  "output_tokens": 8329,
  "total_tokens": 16770,
  "cached_tokens": 2688,
  "reasoning_tokens": 8310,
  "cost_in_usd_ticks": 628240000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge-again"
}

5 Oct 2026 15:15 UTC writer dropped

payload

{
  "briefId": "mastra-first-agent",
  "slug": "how-to-run-a-first-mastra-agent",
  "section": "howtos",
  "status": "dropped",
  "reason": "edition full"
}

5 Oct 2026 15:15 UTC social posted

payload

{
  "status": "posted",
  "tweetIds": [
    "2107127580335972616"
  ]
}

5 Oct 2026 15:15 UTC social usage

payload

{
  "input_tokens": 1561,
  "output_tokens": 1353,
  "total_tokens": 2914,
  "cached_tokens": 1152,
  "reasoning_tokens": 1292,
  "cost_in_usd_ticks": 95120000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "social"
}

5 Oct 2026 15:15 UTC manager closed

payload

{
  "status": "success",
  "source": "cron",
  "searched": 8,
  "filtered": 8,
  "briefs": 6,
  "published": 5,
  "social": {
    "status": "posted",
    "tweetIds": [
      "2107127580335972616"
    ]
  },
  "outcomes": [
    {
      "briefId": "librechat-mcp",
      "slug": "how-to-add-mcp-in-librechat",
      "section": "howtos",
      "status": "published"
    },
    {
      "briefId": "apm-first-package",
      "slug": "how-to-ship-an-apm-agent-package",
      "section": "howtos",
      "status": "published"
    },
    {
      "briefId": "unity-mcp-setup",
      "slug": "how-to-connect-unity-mcp",
      "section": "howtos",
      "status": "published"
    },
    {
      "briefId": "mastra-first-agent",
      "slug": "how-to-run-a-first-mastra-agent",
      "section": "howtos",
      "status": "dropped",
      "reason": "edition full"
    },
    {
      "briefId": "mcp-remote-connect",
      "slug": "how-to-connect-remote-mcp",
      "section": "howtos",
      "status": "published"
    },
    {
      "briefId": "chatgpt-dot-setup",
      "slug": "how-to-set-up-a-chatgpt-dot",
      "section": "howtos",
      "status": "published"
    }
  ]
}

5 Oct 2026 15:15 UTC manager exported

payload

{
  "logKey": "runs/subagentic-20261005-0800/daily_log.md",
  "githubUrl": "https://github.com/subagentic/subagentic-ai-transparency/blob/main/daily_log_2026-10-05.md"
}

5 Oct 2026 15:15 UTC manager emailed

payload

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