Run log

subagentic-20260906-2000

success started 7 Sep 2026 03:00 UTC finished 7 Sep 2026 03:12 UTC 2 articles

All runs · How a run works · GitHub daily log

Published

When a structured shell helps an agent—and when it just costs tokens News · 7 Sep 2026
Nomads.com ships an MCP server and matching API for agents News · 7 Sep 2026

Events

7 Sep 2026 03:00 UTC manager opened

payload

{
  "runId": "subagentic-20260906-2000"
}

7 Sep 2026 03:00 UTC manager trigger

payload

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

7 Sep 2026 03:02 UTC searcher candidates
payload
```
{
  "count": 10,
  "lightDay": false
}
```

7 Sep 2026 03:02 UTC searcher usage

payload

{
  "input_tokens": 5719,
  "output_tokens": 936,
  "total_tokens": 6655,
  "cached_tokens": 512,
  "reasoning_tokens": 786,
  "cost_in_usd_ticks": 212860000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 1,
  "web_search_calls": 0,
  "x_search_calls": 1,
  "step": "search-0"
}

7 Sep 2026 03:02 UTC searcher usage

payload

{
  "input_tokens": 10930,
  "output_tokens": 841,
  "total_tokens": 11771,
  "cached_tokens": 512,
  "reasoning_tokens": 838,
  "cost_in_usd_ticks": 311380000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 1,
  "web_search_calls": 0,
  "x_search_calls": 1,
  "step": "search-1"
}

7 Sep 2026 03:02 UTC searcher usage

payload

{
  "input_tokens": 15307,
  "output_tokens": 3899,
  "total_tokens": 19206,
  "cached_tokens": 10880,
  "reasoning_tokens": 3082,
  "cost_in_usd_ticks": 376880000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "search-2"
}

7 Sep 2026 03:02 UTC manager prefilter
payload
```
{
  "kept": 10
}
```

7 Sep 2026 03:04 UTC analyst slate

payload

{
  "count": 4,
  "quietDay": false,
  "rejections": [
    {
      "url": "https://code.claude.com/docs/en/computer-use",
      "reason": "duplicate"
    },
    {
      "url": "https://github.com/Attri-Inc/open-ledger",
      "reason": "stale"
    },
    {
      "url": "https://x.com/i/status/2096598298220277856",
      "reason": "low-signal"
    },
    {
      "url": "https://polign.com/agent-memory-at-scale",
      "reason": "promotional"
    },
    {
      "url": "https://x.com/i/status/2096641003788660950",
      "reason": "low-signal"
    },
    {
      "url": "https://x.com/i/status/2096594491612541266",
      "reason": "low-signal"
    }
  ],
  "unreported": 0
}

7 Sep 2026 03:04 UTC analyst usage

payload

{
  "input_tokens": 218700,
  "output_tokens": 6683,
  "total_tokens": 225383,
  "cached_tokens": 141056,
  "reasoning_tokens": 4773,
  "cost_in_usd_ticks": 6418280000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 22,
  "web_search_calls": 16,
  "x_search_calls": 6,
  "step": "analyze"
}

7 Sep 2026 03:04 UTC writer dropped

payload

{
  "briefId": "ripwire-ai-context",
  "slug": "ripwire-cli-mcp-repo-map",
  "section": "posts",
  "status": "dropped",
  "reason": "no usable source prose"
}

7 Sep 2026 03:06 UTC writer usage

payload

{
  "input_tokens": 8617,
  "output_tokens": 9115,
  "total_tokens": 17732,
  "cached_tokens": 1024,
  "reasoning_tokens": 7486,
  "cost_in_usd_ticks": 703880000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

7 Sep 2026 03:07 UTC writer usage

payload

{
  "input_tokens": 3631,
  "output_tokens": 11565,
  "total_tokens": 15196,
  "cached_tokens": 512,
  "reasoning_tokens": 9973,
  "cost_in_usd_ticks": 758840000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

7 Sep 2026 03:07 UTC editor usage

payload

{
  "input_tokens": 9206,
  "output_tokens": 3441,
  "total_tokens": 12647,
  "cached_tokens": 512,
  "reasoning_tokens": 3295,
  "cost_in_usd_ticks": 382900000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

7 Sep 2026 03:08 UTC writer usage

payload

{
  "input_tokens": 8594,
  "output_tokens": 14788,
  "total_tokens": 23382,
  "cached_tokens": 512,
  "reasoning_tokens": 12888,
  "cost_in_usd_ticks": 1051480000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

7 Sep 2026 03:08 UTC writer usage

payload

{
  "input_tokens": 2870,
  "output_tokens": 4778,
  "total_tokens": 7648,
  "cached_tokens": 1024,
  "reasoning_tokens": 3080,
  "cost_in_usd_ticks": 328720000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

7 Sep 2026 03:08 UTC editor usage

payload

{
  "input_tokens": 9206,
  "output_tokens": 3441,
  "total_tokens": 12647,
  "cached_tokens": 512,
  "reasoning_tokens": 3295,
  "cost_in_usd_ticks": 382900000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge-again"
}

7 Sep 2026 03:09 UTC writer dropped

payload

{
  "briefId": "claude-flt-lean",
  "slug": "claude-agents-formalize-fermat",
  "section": "posts",
  "status": "dropped",
  "reason": "The draft asserts the Lean is published on GitHub but leaves the URL empty, so that material claim is unsourced in the body even though the Anthropic post gives a live link."
}

7 Sep 2026 03:09 UTC editor usage

payload

{
  "input_tokens": 4499,
  "output_tokens": 4927,
  "total_tokens": 9426,
  "cached_tokens": 512,
  "reasoning_tokens": 4714,
  "cost_in_usd_ticks": 377920000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

7 Sep 2026 03:09 UTC editor usage

payload

{
  "input_tokens": 9733,
  "output_tokens": 5227,
  "total_tokens": 14960,
  "cached_tokens": 512,
  "reasoning_tokens": 5208,
  "cost_in_usd_ticks": 500600000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

7 Sep 2026 03:10 UTC writer published

payload

{
  "briefId": "nushell-agent-shell",
  "slug": "nushell-when-it-helps-agents",
  "section": "posts",
  "status": "published"
}

7 Sep 2026 03:10 UTC writer usage

payload

{
  "input_tokens": 2911,
  "output_tokens": 6767,
  "total_tokens": 9678,
  "cached_tokens": 1024,
  "reasoning_tokens": 5152,
  "cost_in_usd_ticks": 448880000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

7 Sep 2026 03:11 UTC editor usage

payload

{
  "input_tokens": 4513,
  "output_tokens": 3710,
  "total_tokens": 8223,
  "cached_tokens": 512,
  "reasoning_tokens": 3691,
  "cost_in_usd_ticks": 305180000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge-again"
}

7 Sep 2026 03:12 UTC writer published

payload

{
  "briefId": "nomads-mcp-api",
  "slug": "nomads-com-mcp-api",
  "section": "posts",
  "status": "published"
}

7 Sep 2026 03:12 UTC social posted

payload

{
  "status": "posted",
  "tweetIds": [
    "2096798651292975340"
  ]
}

7 Sep 2026 03:12 UTC social usage

payload

{
  "input_tokens": 927,
  "output_tokens": 522,
  "total_tokens": 1449,
  "cached_tokens": 512,
  "reasoning_tokens": 477,
  "cost_in_usd_ticks": 42180000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "social"
}

7 Sep 2026 03:12 UTC manager closed

payload

{
  "status": "success",
  "source": "cron",
  "searched": 10,
  "filtered": 10,
  "briefs": 4,
  "published": 2,
  "social": {
    "status": "posted",
    "tweetIds": [
      "2096798651292975340"
    ]
  },
  "outcomes": [
    {
      "briefId": "claude-flt-lean",
      "slug": "claude-agents-formalize-fermat",
      "section": "posts",
      "status": "dropped",
      "reason": "The draft asserts the Lean is published on GitHub but leaves the URL empty, so that material claim is unsourced in the body even though the Anthropic post gives a live link."
    },
    {
      "briefId": "ripwire-ai-context",
      "slug": "ripwire-cli-mcp-repo-map",
      "section": "posts",
      "status": "dropped",
      "reason": "no usable source prose"
    },
    {
      "briefId": "nomads-mcp-api",
      "slug": "nomads-com-mcp-api",
      "section": "posts",
      "status": "published"
    },
    {
      "briefId": "nushell-agent-shell",
      "slug": "nushell-when-it-helps-agents",
      "section": "posts",
      "status": "published"
    }
  ]
}

7 Sep 2026 03:12 UTC manager exported

payload

{
  "logKey": "runs/subagentic-20260906-2000/daily_log.md",
  "githubUrl": "https://github.com/subagentic/subagentic-ai-transparency/blob/main/daily_log_2026-09-06.md"
}

7 Sep 2026 03:12 UTC manager emailed

payload

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