Run log

subagentic-20260923-2000

success started 24 Sep 2026 03:00 UTC finished 24 Sep 2026 03:23 UTC 3 articles

All runs · How a run works · GitHub daily log

Published

Amazon adds always-on Seller Assistant workflows and a Claude plugin News · 24 Sep 2026
Meta brings Muse to AI glasses and adds realtime video avatars News · 24 Sep 2026
How to set up Gemini API Docs MCP and Gemini API Skills How-Tos · 24 Sep 2026

Events

24 Sep 2026 03:00 UTC manager opened

payload

{
  "runId": "subagentic-20260923-2000"
}

24 Sep 2026 03:00 UTC manager trigger

payload

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

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

24 Sep 2026 03:02 UTC searcher usage

payload

{
  "input_tokens": 5676,
  "output_tokens": 1415,
  "total_tokens": 7091,
  "cached_tokens": 512,
  "reasoning_tokens": 1222,
  "cost_in_usd_ticks": 690740000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 1,
  "web_search_calls": 0,
  "x_search_calls": 1,
  "step": "search-0"
}

24 Sep 2026 03:02 UTC searcher usage

payload

{
  "input_tokens": 10307,
  "output_tokens": 737,
  "total_tokens": 11044,
  "cached_tokens": 5632,
  "reasoning_tokens": 616,
  "cost_in_usd_ticks": 665880000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 1,
  "web_search_calls": 0,
  "x_search_calls": 1,
  "step": "search-1"
}

24 Sep 2026 03:02 UTC searcher usage

payload

{
  "input_tokens": 11283,
  "output_tokens": 4152,
  "total_tokens": 15435,
  "cached_tokens": 10240,
  "reasoning_tokens": 3244,
  "cost_in_usd_ticks": 321180000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "search-2"
}

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

24 Sep 2026 03:05 UTC analyst slate

payload

{
  "count": 5,
  "quietDay": false,
  "rejections": [
    {
      "url": "https://openai.com/index/ringg",
      "reason": "promotional"
    },
    {
      "url": "https://openai.com/index/airbnb-gpt-6-astra",
      "reason": "promotional"
    },
    {
      "url": "https://x.com/i/status/2102761124718391405",
      "reason": "low-signal"
    },
    {
      "url": "https://composio.dev/toolkits/codeinterpreter/framework/grok-bot",
      "reason": "promotional"
    },
    {
      "url": "https://meeting.ai/en/cli",
      "reason": "low-signal"
    }
  ],
  "unreported": 0
}

24 Sep 2026 03:05 UTC analyst usage

payload

{
  "input_tokens": 137786,
  "output_tokens": 9266,
  "total_tokens": 147052,
  "cached_tokens": 75392,
  "reasoning_tokens": 5775,
  "cost_in_usd_ticks": 4180800000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 18,
  "web_search_calls": 11,
  "x_search_calls": 7,
  "step": "analyze"
}

24 Sep 2026 03:07 UTC writer usage

payload

{
  "input_tokens": 1978,
  "output_tokens": 4293,
  "total_tokens": 6271,
  "cached_tokens": 512,
  "reasoning_tokens": 3837,
  "cost_in_usd_ticks": 289460000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

24 Sep 2026 03:07 UTC writer usage

payload

{
  "input_tokens": 15388,
  "output_tokens": 6758,
  "total_tokens": 22146,
  "cached_tokens": 512,
  "reasoning_tokens": 5742,
  "cost_in_usd_ticks": 705560000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

24 Sep 2026 03:07 UTC writer usage

payload

{
  "input_tokens": 10228,
  "output_tokens": 8950,
  "total_tokens": 19178,
  "cached_tokens": 0,
  "reasoning_tokens": 6845,
  "cost_in_usd_ticks": 741560000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

24 Sep 2026 03:08 UTC writer usage

payload

{
  "input_tokens": 14249,
  "output_tokens": 9397,
  "total_tokens": 23646,
  "cached_tokens": 512,
  "reasoning_tokens": 8288,
  "cost_in_usd_ticks": 841120000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

24 Sep 2026 03:08 UTC writer usage

payload

{
  "input_tokens": 2477,
  "output_tokens": 6596,
  "total_tokens": 9073,
  "cached_tokens": 1152,
  "reasoning_tokens": 5907,
  "cost_in_usd_ticks": 428020000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-rewrite-gate"
}

24 Sep 2026 03:08 UTC editor usage

payload

{
  "input_tokens": 15202,
  "output_tokens": 4414,
  "total_tokens": 19616,
  "cached_tokens": 512,
  "reasoning_tokens": 4097,
  "cost_in_usd_ticks": 561200000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

24 Sep 2026 03:09 UTC editor usage

payload

{
  "input_tokens": 14184,
  "output_tokens": 3430,
  "total_tokens": 17614,
  "cached_tokens": 512,
  "reasoning_tokens": 3175,
  "cost_in_usd_ticks": 481800000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

24 Sep 2026 03:09 UTC writer usage

payload

{
  "input_tokens": 17118,
  "output_tokens": 16033,
  "total_tokens": 33151,
  "cached_tokens": 512,
  "reasoning_tokens": 14103,
  "cost_in_usd_ticks": 1296660000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

24 Sep 2026 03:09 UTC editor usage

payload

{
  "input_tokens": 1782,
  "output_tokens": 3455,
  "total_tokens": 5237,
  "cached_tokens": 896,
  "reasoning_tokens": 3255,
  "cost_in_usd_ticks": 229500000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

24 Sep 2026 03:10 UTC writer usage

payload

{
  "input_tokens": 12415,
  "output_tokens": 10235,
  "total_tokens": 22650,
  "cached_tokens": 512,
  "reasoning_tokens": 8277,
  "cost_in_usd_ticks": 854720000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-rewrite-gate"
}

24 Sep 2026 03:10 UTC writer dropped

payload

{
  "briefId": "howto-postiz-hermes",
  "slug": "how-to-install-postiz-skill-hermes",
  "section": "howtos",
  "status": "dropped",
  "reason": "unsourced commands: postiz integrations:list; postiz upload; posts:create; posts:create -s; postiz integrations:settings <id>; npm update -g postiz; npm uninstall -g postiz"
}

24 Sep 2026 03:10 UTC writer usage

payload

{
  "input_tokens": 16795,
  "output_tokens": 6929,
  "total_tokens": 23724,
  "cached_tokens": 1152,
  "reasoning_tokens": 5798,
  "cost_in_usd_ticks": 734360000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

24 Sep 2026 03:10 UTC writer usage

payload

{
  "input_tokens": 15608,
  "output_tokens": 7380,
  "total_tokens": 22988,
  "cached_tokens": 512,
  "reasoning_tokens": 6258,
  "cost_in_usd_ticks": 747280000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

24 Sep 2026 03:10 UTC editor usage

payload

{
  "input_tokens": 18904,
  "output_tokens": 5501,
  "total_tokens": 24405,
  "cached_tokens": 512,
  "reasoning_tokens": 5207,
  "cost_in_usd_ticks": 700460000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

24 Sep 2026 03:11 UTC writer usage

payload

{
  "input_tokens": 2871,
  "output_tokens": 6090,
  "total_tokens": 8961,
  "cached_tokens": 512,
  "reasoning_tokens": 5608,
  "cost_in_usd_ticks": 415140000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

24 Sep 2026 03:11 UTC writer dropped

payload

{
  "briefId": "claude-cloud-ga",
  "slug": "claude-code-cloud-sessions-ga",
  "section": "posts",
  "status": "dropped",
  "reason": "word count 239 outside 250-1600"
}

24 Sep 2026 03:11 UTC editor usage

payload

{
  "input_tokens": 15247,
  "output_tokens": 3701,
  "total_tokens": 18948,
  "cached_tokens": 896,
  "reasoning_tokens": 3682,
  "cost_in_usd_ticks": 513560000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge-again"
}

24 Sep 2026 03:11 UTC editor usage

payload

{
  "input_tokens": 14197,
  "output_tokens": 2999,
  "total_tokens": 17196,
  "cached_tokens": 896,
  "reasoning_tokens": 2769,
  "cost_in_usd_ticks": 450440000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge-again"
}

24 Sep 2026 03:11 UTC writer dropped

payload

{
  "briefId": "bird-agent-harness",
  "slug": "bird-450m-agentic-harness",
  "section": "posts",
  "status": "dropped",
  "reason": "Two critical MCP URLs rendered as empty ``, so the access path and reader next-step are incomplete.; “PYMNTS independently recapped” overreaches; PYMNTS is restating Vis’s blog and the PR.; PR/tweet s"
}

24 Sep 2026 03:11 UTC writer published

payload

{
  "briefId": "amazon-seller-ai",
  "slug": "amazon-seller-assistant-claude-plugin",
  "section": "posts",
  "status": "published"
}

24 Sep 2026 03:12 UTC writer usage

payload

{
  "input_tokens": 19320,
  "output_tokens": 7734,
  "total_tokens": 27054,
  "cached_tokens": 512,
  "reasoning_tokens": 5751,
  "cost_in_usd_ticks": 842760000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

24 Sep 2026 03:13 UTC editor usage

payload

{
  "input_tokens": 18957,
  "output_tokens": 5250,
  "total_tokens": 24207,
  "cached_tokens": 512,
  "reasoning_tokens": 5198,
  "cost_in_usd_ticks": 686460000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge-again"
}

24 Sep 2026 03:13 UTC writer dropped

payload

{
  "briefId": "howto-claude-cloud",
  "slug": "how-to-run-claude-code-cloud-sessions",
  "section": "howtos",
  "status": "dropped",
  "reason": "below 90 after revise score=85"
}

24 Sep 2026 03:16 UTC searcher replenishment
payload
```
{
  "count": 9,
  "kept": 9,
  "remaining": 4
}
```

24 Sep 2026 03:16 UTC searcher usage

payload

{
  "input_tokens": 6552,
  "output_tokens": 1093,
  "total_tokens": 7645,
  "cached_tokens": 512,
  "reasoning_tokens": 899,
  "cost_in_usd_ticks": 688940000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 1,
  "web_search_calls": 0,
  "x_search_calls": 1,
  "step": "replenish-search-0"
}

24 Sep 2026 03:16 UTC searcher usage

payload

{
  "input_tokens": 11754,
  "output_tokens": 1592,
  "total_tokens": 13346,
  "cached_tokens": 3200,
  "reasoning_tokens": 1463,
  "cost_in_usd_ticks": 782600000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 1,
  "web_search_calls": 0,
  "x_search_calls": 1,
  "step": "replenish-search-1"
}

24 Sep 2026 03:16 UTC searcher usage

payload

{
  "input_tokens": 12797,
  "output_tokens": 6379,
  "total_tokens": 19176,
  "cached_tokens": 11648,
  "reasoning_tokens": 5615,
  "cost_in_usd_ticks": 463960000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "replenish-search-2"
}

24 Sep 2026 03:17 UTC analyst replenishment

payload

{
  "count": 2,
  "rejections": [
    {
      "url": "https://blog.google/innovation-and-ai/technology/developers-tools/expanding-managed-agents-gemini-api/",
      "reason": "stale"
    },
    {
      "url": "https://blog.google/innovation-and-ai/technology/developers-tools/gemini-api-docsmcp-agent-skills/",
      "reason": "stale"
    },
    {
      "url": "https://cloud.google.com/blog/products/ai-machine-learning/gemini-enterprise-agent-platform-remote-mcp-server/",
      "reason": "stale"
    },
    {
      "url": "https://github.com/NousResearch/hermes-agent/blob/main/website/docs/guides/migrate-from-openclaw.md",
      "reason": "duplicate"
    },
    {
      "url": "https://docs.cloud.google.com/gemini-enterprise-agent-platform/build",
      "reason": "low-signal"
    },
    {
      "url": "https://openai.com/index/introducing-mentalhealthbench",
      "reason": "off-topic"
    }
  ]
}

24 Sep 2026 03:17 UTC analyst usage

payload

{
  "input_tokens": 61640,
  "output_tokens": 5822,
  "total_tokens": 67462,
  "cached_tokens": 26752,
  "reasoning_tokens": 4403,
  "cost_in_usd_ticks": 1630840000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 8,
  "web_search_calls": 6,
  "x_search_calls": 2,
  "step": "replenish-analyze"
}

24 Sep 2026 03:19 UTC writer usage

payload

{
  "input_tokens": 13889,
  "output_tokens": 5697,
  "total_tokens": 19586,
  "cached_tokens": 1152,
  "reasoning_tokens": 4941,
  "cost_in_usd_ticks": 602320000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

24 Sep 2026 03:20 UTC writer usage

payload

{
  "input_tokens": 5661,
  "output_tokens": 7792,
  "total_tokens": 13453,
  "cached_tokens": 512,
  "reasoning_tokens": 6071,
  "cost_in_usd_ticks": 573060000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

24 Sep 2026 03:20 UTC editor usage

payload

{
  "input_tokens": 13579,
  "output_tokens": 2883,
  "total_tokens": 16462,
  "cached_tokens": 896,
  "reasoning_tokens": 2864,
  "cost_in_usd_ticks": 431120000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

24 Sep 2026 03:20 UTC writer published

payload

{
  "briefId": "r2-0",
  "slug": "meta-muse-glasses-realtime-avatar-connect-2026",
  "section": "posts",
  "status": "published"
}

24 Sep 2026 03:21 UTC editor usage

payload

{
  "input_tokens": 7328,
  "output_tokens": 4101,
  "total_tokens": 11429,
  "cached_tokens": 512,
  "reasoning_tokens": 3868,
  "cost_in_usd_ticks": 384940000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

24 Sep 2026 03:21 UTC writer usage

payload

{
  "input_tokens": 7585,
  "output_tokens": 3720,
  "total_tokens": 11305,
  "cached_tokens": 5632,
  "reasoning_tokens": 1949,
  "cost_in_usd_ticks": 290420000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

24 Sep 2026 03:23 UTC editor usage

payload

{
  "input_tokens": 7414,
  "output_tokens": 4887,
  "total_tokens": 12301,
  "cached_tokens": 1920,
  "reasoning_tokens": 4868,
  "cost_in_usd_ticks": 412700000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge-again"
}

24 Sep 2026 03:23 UTC writer published

payload

{
  "briefId": "r2-1",
  "slug": "how-to-set-up-gemini-api-docs-mcp-skills",
  "section": "howtos",
  "status": "published"
}

24 Sep 2026 03:23 UTC social posted

payload

{
  "status": "posted",
  "tweetIds": [
    "2102962212906410257"
  ]
}

24 Sep 2026 03:23 UTC social usage

payload

{
  "input_tokens": 938,
  "output_tokens": 743,
  "total_tokens": 1681,
  "cached_tokens": 512,
  "reasoning_tokens": 690,
  "cost_in_usd_ticks": 55660000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "social"
}

24 Sep 2026 03:23 UTC manager closed

payload

{
  "status": "success",
  "source": "cron",
  "searched": 19,
  "filtered": 19,
  "briefs": 7,
  "replenished": 2,
  "published": 3,
  "social": {
    "status": "posted",
    "tweetIds": [
      "2102962212906410257"
    ]
  },
  "outcomes": [
    {
      "briefId": "claude-cloud-ga",
      "slug": "claude-code-cloud-sessions-ga",
      "section": "posts",
      "status": "dropped",
      "reason": "word count 239 outside 250-1600"
    },
    {
      "briefId": "amazon-seller-ai",
      "slug": "amazon-seller-assistant-claude-plugin",
      "section": "posts",
      "status": "published"
    },
    {
      "briefId": "bird-agent-harness",
      "slug": "bird-450m-agentic-harness",
      "section": "posts",
      "status": "dropped",
      "reason": "Two critical MCP URLs rendered as empty ``, so the access path and reader next-step are incomplete.; “PYMNTS independently recapped” overreaches; PYMNTS is restating Vis’s blog and the PR.; PR/tweet s"
    },
    {
      "briefId": "howto-claude-cloud",
      "slug": "how-to-run-claude-code-cloud-sessions",
      "section": "howtos",
      "status": "dropped",
      "reason": "below 90 after revise score=85"
    },
    {
      "briefId": "howto-postiz-hermes",
      "slug": "how-to-install-postiz-skill-hermes",
      "section": "howtos",
      "status": "dropped",
      "reason": "unsourced commands: postiz integrations:list; postiz upload; posts:create; posts:create -s; postiz integrations:settings <id>; npm update -g postiz; npm uninstall -g postiz"
    },
    {
      "briefId": "r2-0",
      "slug": "meta-muse-glasses-realtime-avatar-connect-2026",
      "section": "posts",
      "status": "published"
    },
    {
      "briefId": "r2-1",
      "slug": "how-to-set-up-gemini-api-docs-mcp-skills",
      "section": "howtos",
      "status": "published"
    }
  ]
}

24 Sep 2026 03:24 UTC manager exported

payload

{
  "logKey": "runs/subagentic-20260923-2000/daily_log.md",
  "githubUrl": "https://github.com/subagentic/subagentic-ai-transparency/blob/main/daily_log_2026-09-23.md"
}

24 Sep 2026 03:24 UTC manager emailed

payload

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