Run log

subagentic-20260913-0800

success started 13 Sep 2026 15:01 UTC finished 13 Sep 2026 15:24 UTC 3 articles

All runs · How a run works · GitHub daily log

Published

Cognition uses GPT-6 Astra so Devin can evidence its own tests News · 13 Sep 2026
How to add MCP servers to Hermes Agent How-Tos · 13 Sep 2026
How to handle MCP elicitation in form and URL modes How-Tos · 13 Sep 2026

Events

13 Sep 2026 15:01 UTC manager opened

payload

{
  "runId": "subagentic-20260913-0800"
}

13 Sep 2026 15:01 UTC manager trigger

payload

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

13 Sep 2026 15:03 UTC searcher candidates
payload
```
{
  "count": 8,
  "lightDay": true
}
```

13 Sep 2026 15:03 UTC searcher usage

payload

{
  "input_tokens": 4560,
  "output_tokens": 1450,
  "total_tokens": 6010,
  "cached_tokens": 512,
  "reasoning_tokens": 1262,
  "cost_in_usd_ticks": 220520000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 1,
  "web_search_calls": 0,
  "x_search_calls": 1,
  "step": "search-0"
}

13 Sep 2026 15:03 UTC searcher usage

payload

{
  "input_tokens": 9562,
  "output_tokens": 1140,
  "total_tokens": 10702,
  "cached_tokens": 4480,
  "reasoning_tokens": 1137,
  "cost_in_usd_ticks": 242440000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 1,
  "web_search_calls": 0,
  "x_search_calls": 1,
  "step": "search-1"
}

13 Sep 2026 15:03 UTC searcher usage

payload

{
  "input_tokens": 10600,
  "output_tokens": 3463,
  "total_tokens": 14063,
  "cached_tokens": 512,
  "reasoning_tokens": 2739,
  "cost_in_usd_ticks": 412100000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "search-2"
}

13 Sep 2026 15:03 UTC manager prefilter
payload
```
{
  "kept": 8
}
```

13 Sep 2026 15:05 UTC analyst slate

payload

{
  "count": 2,
  "quietDay": true,
  "quietNote": "Only one confirmable story (OpenAI’s Devin/Astra testing case study); community X items were commentary or recirculation.",
  "rejections": [
    {
      "url": "https://x.com/i/status/2098777064417427613",
      "reason": "low-signal"
    },
    {
      "url": "https://x.com/i/status/2098760949029114347",
      "reason": "stale"
    },
    {
      "url": "https://x.com/i/status/2098826937942548922",
      "reason": "low-signal"
    },
    {
      "url": "https://x.com/i/status/2098880125886509326",
      "reason": "promotional"
    },
    {
      "url": "https://x.com/i/status/2098758531059188031",
      "reason": "stale"
    },
    {
      "url": "https://composio.dev/toolkits/brightdata/framework/hermes-agent",
      "reason": "promotional"
    }
  ],
  "unreported": 0
}

13 Sep 2026 15:05 UTC analyst usage

payload

{
  "input_tokens": 113840,
  "output_tokens": 8480,
  "total_tokens": 122320,
  "cached_tokens": 65920,
  "reasoning_tokens": 6560,
  "cost_in_usd_ticks": 2546800000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 15,
  "web_search_calls": 9,
  "x_search_calls": 6,
  "step": "analyze"
}

13 Sep 2026 15:08 UTC writer usage

payload

{
  "input_tokens": 3546,
  "output_tokens": 7571,
  "total_tokens": 11117,
  "cached_tokens": 512,
  "reasoning_tokens": 6777,
  "cost_in_usd_ticks": 517500000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

13 Sep 2026 15:09 UTC editor usage

payload

{
  "input_tokens": 3300,
  "output_tokens": 3463,
  "total_tokens": 6763,
  "cached_tokens": 512,
  "reasoning_tokens": 3444,
  "cost_in_usd_ticks": 266100000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

13 Sep 2026 15:09 UTC writer usage

payload

{
  "input_tokens": 27242,
  "output_tokens": 13786,
  "total_tokens": 41028,
  "cached_tokens": 512,
  "reasoning_tokens": 11346,
  "cost_in_usd_ticks": 1364320000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

13 Sep 2026 15:09 UTC writer published

payload

{
  "briefId": "devin-astra-tests",
  "slug": "cognition-devin-astra-test-evidence",
  "section": "posts",
  "status": "published"
}

13 Sep 2026 15:11 UTC writer usage

payload

{
  "input_tokens": 29724,
  "output_tokens": 8777,
  "total_tokens": 38501,
  "cached_tokens": 512,
  "reasoning_tokens": 6303,
  "cost_in_usd_ticks": 1113420000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-rewrite-gate"
}

13 Sep 2026 15:12 UTC editor usage

payload

{
  "input_tokens": 29304,
  "output_tokens": 4373,
  "total_tokens": 33677,
  "cached_tokens": 512,
  "reasoning_tokens": 4350,
  "cost_in_usd_ticks": 840780000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

13 Sep 2026 15:12 UTC writer published

payload

{
  "briefId": "hermes-mcp-howto",
  "slug": "how-to-add-mcp-servers-hermes-agent",
  "section": "howtos",
  "status": "published"
}

13 Sep 2026 15:14 UTC searcher replenishment
payload
```
{
  "count": 6,
  "kept": 6,
  "remaining": 3
}
```

13 Sep 2026 15:14 UTC searcher usage

payload

{
  "input_tokens": 5161,
  "output_tokens": 850,
  "total_tokens": 6011,
  "cached_tokens": 512,
  "reasoning_tokens": 683,
  "cost_in_usd_ticks": 196540000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 1,
  "web_search_calls": 0,
  "x_search_calls": 1,
  "step": "replenish-search-0"
}

13 Sep 2026 15:14 UTC searcher usage

payload

{
  "input_tokens": 9016,
  "output_tokens": 256,
  "total_tokens": 9272,
  "cached_tokens": 3200,
  "reasoning_tokens": 253,
  "cost_in_usd_ticks": 147680000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "replenish-search-1"
}

13 Sep 2026 15:14 UTC searcher usage

payload

{
  "input_tokens": 11143,
  "output_tokens": 2341,
  "total_tokens": 13484,
  "cached_tokens": 512,
  "reasoning_tokens": 1942,
  "cost_in_usd_ticks": 355640000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "replenish-search-2"
}

13 Sep 2026 15:16 UTC analyst replenishment

payload

{
  "count": 2,
  "rejections": [
    {
      "url": "https://www.langchain.com/langgraph",
      "reason": "promotional"
    },
    {
      "url": "https://github.com/crewAIInc/crewAI",
      "reason": "low-signal"
    },
    {
      "url": "https://github.com/microsoft/autogen",
      "reason": "low-signal"
    },
    {
      "url": "https://github.com/openclaw/clawhub",
      "reason": "low-signal"
    },
    {
      "url": "https://nango.dev/blog/mcp-elicitation-explained",
      "reason": "low-signal"
    },
    {
      "url": "https://midscenejs.com/changelog",
      "reason": "low-signal"
    }
  ],
  "quietNote": "No dated, independently confirmable launches inside the 48-hour window; the list was product landings, an undated repo, a spec recap, and a living changelog."
}

13 Sep 2026 15:16 UTC analyst usage

payload

{
  "input_tokens": 86511,
  "output_tokens": 7456,
  "total_tokens": 93967,
  "cached_tokens": 34304,
  "reasoning_tokens": 5956,
  "cost_in_usd_ticks": 2263020000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 12,
  "web_search_calls": 12,
  "x_search_calls": 0,
  "step": "replenish-analyze"
}

13 Sep 2026 15:19 UTC writer usage

payload

{
  "input_tokens": 12143,
  "output_tokens": 10506,
  "total_tokens": 22649,
  "cached_tokens": 512,
  "reasoning_tokens": 8325,
  "cost_in_usd_ticks": 865540000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

13 Sep 2026 15:19 UTC writer usage

payload

{
  "input_tokens": 18669,
  "output_tokens": 11669,
  "total_tokens": 30338,
  "cached_tokens": 512,
  "reasoning_tokens": 9203,
  "cost_in_usd_ticks": 1065840000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

13 Sep 2026 15:21 UTC writer usage

payload

{
  "input_tokens": 14375,
  "output_tokens": 9151,
  "total_tokens": 23526,
  "cached_tokens": 1280,
  "reasoning_tokens": 7034,
  "cost_in_usd_ticks": 817360000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-rewrite-gate"
}

13 Sep 2026 15:21 UTC writer dropped

payload

{
  "briefId": "r2-1",
  "slug": "how-to-install-publish-clawhub-skills",
  "section": "howtos",
  "status": "dropped",
  "reason": "unsourced commands: npm i -g clawhub; pnpm add -g clawhub; clawhub login; clawhub whoami; clawhub skill publish ./my-skill \\; --slug my-skill \\; --name \"My Skill\" \\; --changelog \"Initial release\""
}

13 Sep 2026 15:22 UTC writer usage

payload

{
  "input_tokens": 21192,
  "output_tokens": 12101,
  "total_tokens": 33293,
  "cached_tokens": 1280,
  "reasoning_tokens": 9618,
  "cost_in_usd_ticks": 1130700000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-rewrite-gate"
}

13 Sep 2026 15:24 UTC editor usage

payload

{
  "input_tokens": 20985,
  "output_tokens": 7301,
  "total_tokens": 28286,
  "cached_tokens": 512,
  "reasoning_tokens": 7278,
  "cost_in_usd_ticks": 850080000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

13 Sep 2026 15:24 UTC writer published

payload

{
  "briefId": "r2-0",
  "slug": "how-to-mcp-elicitation-form-url",
  "section": "howtos",
  "status": "published"
}

13 Sep 2026 15:24 UTC social posted

payload

{
  "status": "posted",
  "tweetIds": [
    "2099157320991449230"
  ]
}

13 Sep 2026 15:24 UTC social usage

payload

{
  "input_tokens": 936,
  "output_tokens": 605,
  "total_tokens": 1541,
  "cached_tokens": 512,
  "reasoning_tokens": 555,
  "cost_in_usd_ticks": 47340000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "social"
}

13 Sep 2026 15:24 UTC manager closed

payload

{
  "status": "success",
  "source": "cron",
  "searched": 14,
  "filtered": 14,
  "briefs": 4,
  "replenished": 2,
  "published": 3,
  "social": {
    "status": "posted",
    "tweetIds": [
      "2099157320991449230"
    ]
  },
  "outcomes": [
    {
      "briefId": "hermes-mcp-howto",
      "slug": "how-to-add-mcp-servers-hermes-agent",
      "section": "howtos",
      "status": "published"
    },
    {
      "briefId": "devin-astra-tests",
      "slug": "cognition-devin-astra-test-evidence",
      "section": "posts",
      "status": "published"
    },
    {
      "briefId": "r2-0",
      "slug": "how-to-mcp-elicitation-form-url",
      "section": "howtos",
      "status": "published"
    },
    {
      "briefId": "r2-1",
      "slug": "how-to-install-publish-clawhub-skills",
      "section": "howtos",
      "status": "dropped",
      "reason": "unsourced commands: npm i -g clawhub; pnpm add -g clawhub; clawhub login; clawhub whoami; clawhub skill publish ./my-skill \\; --slug my-skill \\; --name \"My Skill\" \\; --changelog \"Initial release\""
    }
  ]
}

13 Sep 2026 15:24 UTC manager exported

payload

{
  "logKey": "runs/subagentic-20260913-0800/daily_log.md",
  "githubUrl": "https://github.com/subagentic/subagentic-ai-transparency/blob/main/daily_log_2026-09-13.md"
}

13 Sep 2026 15:24 UTC manager emailed

payload

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