Run log

subagentic-20261102-0800

success started 2 Nov 2026 16:00 UTC finished 2 Nov 2026 16:16 UTC 5 articles

All runs · How a run works · GitHub daily log

Published

How to connect an MCP server to a Retool agent How-Tos · 2 Nov 2026
How to connect the Slack MCP server to a coding harness How-Tos · 2 Nov 2026
How to set up the AWS MCP Server How-Tos · 2 Nov 2026
How to connect an MCP server to a Claude managed agent How-Tos · 2 Nov 2026
How to use the Google Cloud Agent Registry MCP server How-Tos · 2 Nov 2026

Events

2 Nov 2026 16:00 UTC manager opened

payload

{
  "runId": "subagentic-20261102-0800"
}

2 Nov 2026 16:00 UTC manager trigger

payload

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

2 Nov 2026 16:02 UTC searcher candidates
payload
```
{
  "count": 10,
  "lightDay": false
}
```

2 Nov 2026 16:02 UTC searcher usage

payload

{
  "input_tokens": 5269,
  "output_tokens": 300,
  "total_tokens": 5569,
  "cached_tokens": 1152,
  "reasoning_tokens": 149,
  "cost_in_usd_ticks": 106100000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 1,
  "web_search_calls": 0,
  "x_search_calls": 1,
  "step": "search-0"
}

2 Nov 2026 16:02 UTC searcher usage

payload

{
  "input_tokens": 7878,
  "output_tokens": 144,
  "total_tokens": 8022,
  "cached_tokens": 1152,
  "reasoning_tokens": 37,
  "cost_in_usd_ticks": 148920000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "search-1"
}

2 Nov 2026 16:02 UTC searcher usage

payload

{
  "input_tokens": 9942,
  "output_tokens": 2013,
  "total_tokens": 11955,
  "cached_tokens": 1152,
  "reasoning_tokens": 1108,
  "cost_in_usd_ticks": 302340000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "search-2"
}

2 Nov 2026 16:02 UTC manager prefilter
payload
```
{
  "kept": 10
}
```

2 Nov 2026 16:05 UTC analyst slate

payload

{
  "count": 7,
  "quietDay": true,
  "quietNote": "Thin news day: Claude Duet and Cursor MCP are already on the desk. One confirmable DeepSeek design essay remains; the rest of the slate is evergreen setup docs from several vendors.",
  "rejections": [
    {
      "url": "https://www.technologyreview.com/2026/11/02/1147846/the-agentic-web-is-here/",
      "reason": "low-signal"
    },
    {
      "url": "https://techprolonged.com/2026/11/claude-duet-is-an-ai-assistant-that-messages-you-first-but-only-in-the-us/",
      "reason": "duplicate"
    },
    {
      "url": "https://x.com/i/status/2117054043868860521",
      "reason": "low-signal"
    },
    {
      "url": "https://cursor.com/docs/mcp",
      "reason": "duplicate"
    },
    {
      "url": "https://x.com/i/status/2116968517157212271",
      "reason": "low-signal"
    },
    {
      "url": "https://github.com/omnigent-ai/omnigent",
      "reason": "stale"
    }
  ],
  "unreported": 0
}

2 Nov 2026 16:05 UTC analyst usage

payload

{
  "input_tokens": 307922,
  "output_tokens": 15153,
  "total_tokens": 323075,
  "cached_tokens": 174080,
  "reasoning_tokens": 10258,
  "cost_in_usd_ticks": 10762840000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 24,
  "web_search_calls": 20,
  "x_search_calls": 4,
  "step": "analyze"
}

2 Nov 2026 16:05 UTC writer dropped

payload

{
  "briefId": "langchain-first-agent",
  "slug": "first-langchain-create-agent",
  "section": "howtos",
  "status": "dropped",
  "reason": "no usable source prose"
}

2 Nov 2026 16:06 UTC writer usage

payload

{
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  "output_tokens": 12541,
  "total_tokens": 23520,
  "cached_tokens": 1152,
  "reasoning_tokens": 8435,
  "cost_in_usd_ticks": 954760000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

2 Nov 2026 16:07 UTC writer usage

payload

{
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  "output_tokens": 11454,
  "total_tokens": 15436,
  "cached_tokens": 1152,
  "reasoning_tokens": 9963,
  "cost_in_usd_ticks": 749600000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

2 Nov 2026 16:07 UTC writer usage

payload

{
  "input_tokens": 12914,
  "output_tokens": 15550,
  "total_tokens": 28464,
  "cached_tokens": 1152,
  "reasoning_tokens": 14645,
  "cost_in_usd_ticks": 1174000000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

2 Nov 2026 16:08 UTC writer usage

payload

{
  "input_tokens": 5009,
  "output_tokens": 17699,
  "total_tokens": 22708,
  "cached_tokens": 1152,
  "reasoning_tokens": 15625,
  "cost_in_usd_ticks": 1144840000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

2 Nov 2026 16:08 UTC writer usage

payload

{
  "input_tokens": 11465,
  "output_tokens": 22527,
  "total_tokens": 33992,
  "cached_tokens": 1920,
  "reasoning_tokens": 20273,
  "cost_in_usd_ticks": 1552120000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

2 Nov 2026 16:08 UTC editor usage

payload

{
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  "output_tokens": 7114,
  "total_tokens": 24104,
  "cached_tokens": 6656,
  "reasoning_tokens": 6797,
  "cost_in_usd_ticks": 766800000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 2,
  "web_search_calls": 2,
  "x_search_calls": 0,
  "step": "record-judge"
}

2 Nov 2026 16:09 UTC writer usage

payload

{
  "input_tokens": 9361,
  "output_tokens": 22808,
  "total_tokens": 32169,
  "cached_tokens": 1152,
  "reasoning_tokens": 20406,
  "cost_in_usd_ticks": 1538420000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

2 Nov 2026 16:09 UTC editor usage

payload

{
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  "output_tokens": 6850,
  "total_tokens": 19468,
  "cached_tokens": 1152,
  "reasoning_tokens": 6398,
  "cost_in_usd_ticks": 646080000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

2 Nov 2026 16:09 UTC writer usage

payload

{
  "input_tokens": 5701,
  "output_tokens": 3504,
  "total_tokens": 9205,
  "cached_tokens": 3968,
  "reasoning_tokens": 2019,
  "cost_in_usd_ticks": 264740000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

2 Nov 2026 16:09 UTC writer usage

payload

{
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  "output_tokens": 3177,
  "total_tokens": 14992,
  "cached_tokens": 1920,
  "reasoning_tokens": 854,
  "cost_in_usd_ticks": 398120000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-rewrite-gate"
}

2 Nov 2026 16:10 UTC writer usage

payload

{
  "input_tokens": 14275,
  "output_tokens": 8449,
  "total_tokens": 22724,
  "cached_tokens": 1152,
  "reasoning_tokens": 7554,
  "cost_in_usd_ticks": 775160000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

2 Nov 2026 16:10 UTC editor usage

payload

{
  "input_tokens": 13698,
  "output_tokens": 11195,
  "total_tokens": 24893,
  "cached_tokens": 1152,
  "reasoning_tokens": 10743,
  "cost_in_usd_ticks": 928380000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

2 Nov 2026 16:11 UTC writer usage

payload

{
  "input_tokens": 7130,
  "output_tokens": 13544,
  "total_tokens": 20674,
  "cached_tokens": 1920,
  "reasoning_tokens": 11465,
  "cost_in_usd_ticks": 926440000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-rewrite-gate"
}

2 Nov 2026 16:11 UTC editor usage

payload

{
  "input_tokens": 15922,
  "output_tokens": 9790,
  "total_tokens": 25712,
  "cached_tokens": 8192,
  "reasoning_tokens": 9720,
  "cost_in_usd_ticks": 832960000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 1,
  "web_search_calls": 1,
  "x_search_calls": 0,
  "step": "record-judge-again"
}

2 Nov 2026 16:11 UTC writer usage

payload

{
  "input_tokens": 15140,
  "output_tokens": 30428,
  "total_tokens": 45568,
  "cached_tokens": 10880,
  "reasoning_tokens": 26993,
  "cost_in_usd_ticks": 1965280000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-rewrite-gate"
}

2 Nov 2026 16:11 UTC writer usage

payload

{
  "input_tokens": 14170,
  "output_tokens": 3367,
  "total_tokens": 17537,
  "cached_tokens": 11392,
  "reasoning_tokens": 1150,
  "cost_in_usd_ticks": 314540000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

2 Nov 2026 16:11 UTC editor usage

payload

{
  "input_tokens": 11744,
  "output_tokens": 11627,
  "total_tokens": 23371,
  "cached_tokens": 2688,
  "reasoning_tokens": 11287,
  "cost_in_usd_ticks": 892180000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

2 Nov 2026 16:11 UTC writer published

payload

{
  "briefId": "retool-mcp",
  "slug": "connect-retool-agent-mcp",
  "section": "howtos",
  "status": "published"
}

2 Nov 2026 16:12 UTC editor usage

payload

{
  "input_tokens": 12589,
  "output_tokens": 8209,
  "total_tokens": 20798,
  "cached_tokens": 1152,
  "reasoning_tokens": 8086,
  "cost_in_usd_ticks": 727040000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge-again"
}

2 Nov 2026 16:12 UTC writer dropped

payload

{
  "briefId": "dsh-design-essay",
  "slug": "deepseek-superagent-design-essay",
  "section": "posts",
  "status": "dropped",
  "reason": "below 90 after revise score=86"
}

2 Nov 2026 16:12 UTC editor usage

payload

{
  "input_tokens": 14387,
  "output_tokens": 8796,
  "total_tokens": 23183,
  "cached_tokens": 2688,
  "reasoning_tokens": 8673,
  "cost_in_usd_ticks": 775180000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

2 Nov 2026 16:12 UTC editor usage

payload

{
  "input_tokens": 13661,
  "output_tokens": 8708,
  "total_tokens": 22369,
  "cached_tokens": 2688,
  "reasoning_tokens": 8689,
  "cost_in_usd_ticks": 755380000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge-again"
}

2 Nov 2026 16:12 UTC editor usage

payload

{
  "input_tokens": 25354,
  "output_tokens": 10763,
  "total_tokens": 36117,
  "cached_tokens": 9728,
  "reasoning_tokens": 10357,
  "cost_in_usd_ticks": 1106940000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 2,
  "web_search_calls": 2,
  "x_search_calls": 0,
  "step": "record-judge"
}

2 Nov 2026 16:12 UTC writer usage

payload

{
  "input_tokens": 12020,
  "output_tokens": 9329,
  "total_tokens": 21349,
  "cached_tokens": 1920,
  "reasoning_tokens": 7014,
  "cost_in_usd_ticks": 771340000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

2 Nov 2026 16:13 UTC writer published

payload

{
  "briefId": "slack-mcp-harness",
  "slug": "connect-slack-mcp-to-a-harness",
  "section": "howtos",
  "status": "published"
}

2 Nov 2026 16:13 UTC writer usage

payload

{
  "input_tokens": 14541,
  "output_tokens": 3745,
  "total_tokens": 18286,
  "cached_tokens": 10880,
  "reasoning_tokens": 308,
  "cost_in_usd_ticks": 352320000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

2 Nov 2026 16:13 UTC writer usage

payload

{
  "input_tokens": 7411,
  "output_tokens": 3738,
  "total_tokens": 11149,
  "cached_tokens": 1920,
  "reasoning_tokens": 1837,
  "cost_in_usd_ticks": 343700000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

2 Nov 2026 16:14 UTC editor usage

payload

{
  "input_tokens": 14389,
  "output_tokens": 7539,
  "total_tokens": 21928,
  "cached_tokens": 2688,
  "reasoning_tokens": 7520,
  "cost_in_usd_ticks": 699800000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge-again"
}

2 Nov 2026 16:15 UTC writer published

payload

{
  "briefId": "aws-mcp-setup",
  "slug": "set-up-the-aws-mcp-server-aws-mcp-setup",
  "section": "howtos",
  "status": "published"
}

2 Nov 2026 16:15 UTC editor usage

payload

{
  "input_tokens": 23751,
  "output_tokens": 7891,
  "total_tokens": 31642,
  "cached_tokens": 3840,
  "reasoning_tokens": 7790,
  "cost_in_usd_ticks": 990880000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 2,
  "web_search_calls": 2,
  "x_search_calls": 0,
  "step": "record-judge-again"
}

2 Nov 2026 16:15 UTC writer published

payload

{
  "briefId": "claude-managed-mcp",
  "slug": "claude-managed-agents-mcp-connector",
  "section": "howtos",
  "status": "published"
}

2 Nov 2026 16:15 UTC editor usage

payload

{
  "input_tokens": 64698,
  "output_tokens": 13245,
  "total_tokens": 77943,
  "cached_tokens": 4992,
  "reasoning_tokens": 13124,
  "cost_in_usd_ticks": 2163780000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 3,
  "web_search_calls": 3,
  "x_search_calls": 0,
  "step": "record-judge-again"
}

2 Nov 2026 16:15 UTC writer published

payload

{
  "briefId": "registry-mcp",
  "slug": "google-agent-registry-mcp",
  "section": "howtos",
  "status": "published"
}

2 Nov 2026 16:16 UTC social posted

payload

{
  "status": "posted",
  "tweetIds": [
    "2117289704676815312"
  ]
}

2 Nov 2026 16:16 UTC social usage

payload

{
  "input_tokens": 1561,
  "output_tokens": 1691,
  "total_tokens": 3252,
  "cached_tokens": 1152,
  "reasoning_tokens": 1648,
  "cost_in_usd_ticks": 115400000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "social"
}

2 Nov 2026 16:16 UTC manager closed

payload

{
  "status": "success",
  "source": "cron",
  "searched": 10,
  "filtered": 10,
  "briefs": 7,
  "published": 5,
  "social": {
    "status": "posted",
    "tweetIds": [
      "2117289704676815312"
    ]
  },
  "outcomes": [
    {
      "briefId": "dsh-design-essay",
      "slug": "deepseek-superagent-design-essay",
      "section": "posts",
      "status": "dropped",
      "reason": "below 90 after revise score=86"
    },
    {
      "briefId": "aws-mcp-setup",
      "slug": "set-up-the-aws-mcp-server-aws-mcp-setup",
      "section": "howtos",
      "status": "published"
    },
    {
      "briefId": "claude-managed-mcp",
      "slug": "claude-managed-agents-mcp-connector",
      "section": "howtos",
      "status": "published"
    },
    {
      "briefId": "registry-mcp",
      "slug": "google-agent-registry-mcp",
      "section": "howtos",
      "status": "published"
    },
    {
      "briefId": "retool-mcp",
      "slug": "connect-retool-agent-mcp",
      "section": "howtos",
      "status": "published"
    },
    {
      "briefId": "langchain-first-agent",
      "slug": "first-langchain-create-agent",
      "section": "howtos",
      "status": "dropped",
      "reason": "no usable source prose"
    },
    {
      "briefId": "slack-mcp-harness",
      "slug": "connect-slack-mcp-to-a-harness",
      "section": "howtos",
      "status": "published"
    }
  ]
}

2 Nov 2026 16:16 UTC manager exported

payload

{
  "logKey": "runs/subagentic-20261102-0800/daily_log.md",
  "githubUrl": "https://github.com/subagentic/subagentic-ai-transparency/blob/main/daily_log_2026-11-02.md"
}

2 Nov 2026 16:16 UTC manager emailed

payload

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