Run log

subagentic-20260919-2000

success started 20 Sep 2026 03:00 UTC finished 20 Sep 2026 03:22 UTC 5 articles

All runs · How a run works · GitHub daily log

Published

Google Labs expands CC into a shared household agent News · 20 Sep 2026
MIT and Sakana propose SIFT for cheaper agent self-improvement News · 20 Sep 2026
How to set up Figma’s MCP server in Claude Code How-Tos · 20 Sep 2026
How to connect Claude Code to MCP servers How-Tos · 20 Sep 2026
SpaceXAI ships Grok Voice Transcribe 2.0 at the same STT price News · 20 Sep 2026

Events

20 Sep 2026 03:00 UTC manager opened

payload

{
  "runId": "subagentic-20260919-2000"
}

20 Sep 2026 03:00 UTC manager trigger

payload

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

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

20 Sep 2026 03:02 UTC searcher usage

payload

{
  "input_tokens": 4882,
  "output_tokens": 832,
  "total_tokens": 5714,
  "cached_tokens": 512,
  "reasoning_tokens": 641,
  "cost_in_usd_ticks": 189880000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 1,
  "web_search_calls": 0,
  "x_search_calls": 1,
  "step": "search-0"
}

20 Sep 2026 03:02 UTC searcher usage

payload

{
  "input_tokens": 9941,
  "output_tokens": 673,
  "total_tokens": 10614,
  "cached_tokens": 4864,
  "reasoning_tokens": 652,
  "cost_in_usd_ticks": 166240000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "search-1"
}

20 Sep 2026 03:02 UTC searcher usage

payload

{
  "input_tokens": 11596,
  "output_tokens": 3691,
  "total_tokens": 15287,
  "cached_tokens": 9856,
  "reasoning_tokens": 2798,
  "cost_in_usd_ticks": 305540000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "search-2"
}

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

20 Sep 2026 03:04 UTC analyst slate

payload

{
  "count": 4,
  "quietDay": false,
  "rejections": [
    {
      "url": "https://wso2.com/agent-platform/agent-manager/",
      "reason": "stale"
    },
    {
      "url": "https://x.com/i/status/2101283701082484821",
      "reason": "stale"
    },
    {
      "url": "https://www.okta.com/blog/customers-and-partners/ai-agent-identity-design-primitive/",
      "reason": "promotional"
    },
    {
      "url": "https://x.com/i/status/2101296362503414130",
      "reason": "low-signal"
    },
    {
      "url": "https://composio.dev/toolkits/webflow/framework/claude-code",
      "reason": "promotional"
    },
    {
      "url": "https://x.com/i/status/2101317950787432483",
      "reason": "low-signal"
    }
  ],
  "unreported": 0
}

20 Sep 2026 03:04 UTC analyst usage

payload

{
  "input_tokens": 122515,
  "output_tokens": 7582,
  "total_tokens": 130097,
  "cached_tokens": 45440,
  "reasoning_tokens": 4850,
  "cost_in_usd_ticks": 3073620000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 17,
  "web_search_calls": 11,
  "x_search_calls": 6,
  "step": "analyze"
}

20 Sep 2026 03:06 UTC writer usage

payload

{
  "input_tokens": 14606,
  "output_tokens": 5433,
  "total_tokens": 20039,
  "cached_tokens": 512,
  "reasoning_tokens": 4519,
  "cost_in_usd_ticks": 610420000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

20 Sep 2026 03:06 UTC writer usage

payload

{
  "input_tokens": 4138,
  "output_tokens": 5821,
  "total_tokens": 9959,
  "cached_tokens": 512,
  "reasoning_tokens": 4333,
  "cost_in_usd_ticks": 424340000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

20 Sep 2026 03:06 UTC writer usage

payload

{
  "input_tokens": 12091,
  "output_tokens": 7614,
  "total_tokens": 19705,
  "cached_tokens": 512,
  "reasoning_tokens": 5063,
  "cost_in_usd_ticks": 690980000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

20 Sep 2026 03:06 UTC writer usage

payload

{
  "input_tokens": 12912,
  "output_tokens": 8467,
  "total_tokens": 21379,
  "cached_tokens": 512,
  "reasoning_tokens": 7652,
  "cost_in_usd_ticks": 758580000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

20 Sep 2026 03:07 UTC editor usage

payload

{
  "input_tokens": 5592,
  "output_tokens": 3309,
  "total_tokens": 8901,
  "cached_tokens": 512,
  "reasoning_tokens": 3035,
  "cost_in_usd_ticks": 302700000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

20 Sep 2026 03:07 UTC editor usage

payload

{
  "input_tokens": 14436,
  "output_tokens": 3656,
  "total_tokens": 18092,
  "cached_tokens": 512,
  "reasoning_tokens": 3469,
  "cost_in_usd_ticks": 500400000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

20 Sep 2026 03:07 UTC writer dropped

payload

{
  "briefId": "matlab-mcp-server",
  "slug": "how-to-add-matlab-mcp-server",
  "section": "howtos",
  "status": "dropped",
  "reason": "Meta description claims 'GitHub binary' and 'claude mcp add'; neither appears in the fetched source prose or in the article.; Next-step and download sections omit the GitHub URL the product page itsel"
}

20 Sep 2026 03:07 UTC writer usage

payload

{
  "input_tokens": 15705,
  "output_tokens": 3591,
  "total_tokens": 19296,
  "cached_tokens": 14592,
  "reasoning_tokens": 2643,
  "cost_in_usd_ticks": 310680000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

20 Sep 2026 03:08 UTC writer usage

payload

{
  "input_tokens": 14655,
  "output_tokens": 8200,
  "total_tokens": 22855,
  "cached_tokens": 12032,
  "reasoning_tokens": 5686,
  "cost_in_usd_ticks": 604620000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-rewrite-gate"
}

20 Sep 2026 03:08 UTC editor usage

payload

{
  "input_tokens": 12724,
  "output_tokens": 6706,
  "total_tokens": 19430,
  "cached_tokens": 512,
  "reasoning_tokens": 6295,
  "cost_in_usd_ticks": 649160000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

20 Sep 2026 03:08 UTC editor usage

payload

{
  "input_tokens": 14468,
  "output_tokens": 2763,
  "total_tokens": 17231,
  "cached_tokens": 896,
  "reasoning_tokens": 2744,
  "cost_in_usd_ticks": 441700000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge-again"
}

20 Sep 2026 03:08 UTC writer published

payload

{
  "briefId": "google-cc-groups",
  "slug": "google-cc-household-agent-groups",
  "section": "posts",
  "status": "published"
}

20 Sep 2026 03:09 UTC editor usage

payload

{
  "input_tokens": 14367,
  "output_tokens": 5215,
  "total_tokens": 19582,
  "cached_tokens": 512,
  "reasoning_tokens": 4853,
  "cost_in_usd_ticks": 592560000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

20 Sep 2026 03:09 UTC writer usage

payload

{
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  "output_tokens": 5807,
  "total_tokens": 19955,
  "cached_tokens": 512,
  "reasoning_tokens": 5027,
  "cost_in_usd_ticks": 623700000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

20 Sep 2026 03:10 UTC editor usage

payload

{
  "input_tokens": 12689,
  "output_tokens": 4350,
  "total_tokens": 17039,
  "cached_tokens": 896,
  "reasoning_tokens": 4331,
  "cost_in_usd_ticks": 501340000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge-again"
}

20 Sep 2026 03:10 UTC writer usage

payload

{
  "input_tokens": 14906,
  "output_tokens": 6402,
  "total_tokens": 21308,
  "cached_tokens": 12032,
  "reasoning_tokens": 3887,
  "cost_in_usd_ticks": 501760000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

20 Sep 2026 03:10 UTC writer dropped

payload

{
  "briefId": "claude-design-howto",
  "slug": "how-to-get-started-claude-design",
  "section": "howtos",
  "status": "dropped",
  "reason": "unsourced commands: /design; /design-sync; /design-sync; /design-sync; /design; /design-sync; /design"
}

20 Sep 2026 03:10 UTC writer published

payload

{
  "briefId": "sift-tree-search",
  "slug": "mit-sakana-sift-coding-agents",
  "section": "posts",
  "status": "published"
}

20 Sep 2026 03:13 UTC searcher replenishment
payload
```
{
  "count": 8,
  "kept": 8,
  "remaining": 3
}
```

20 Sep 2026 03:13 UTC searcher usage

payload

{
  "input_tokens": 5773,
  "output_tokens": 1217,
  "total_tokens": 6990,
  "cached_tokens": 512,
  "reasoning_tokens": 990,
  "cost_in_usd_ticks": 230800000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 1,
  "web_search_calls": 0,
  "x_search_calls": 1,
  "step": "replenish-search-0"
}

20 Sep 2026 03:13 UTC searcher usage

payload

{
  "input_tokens": 27477,
  "output_tokens": 5985,
  "total_tokens": 33462,
  "cached_tokens": 11904,
  "reasoning_tokens": 5272,
  "cost_in_usd_ticks": 780080000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 1,
  "web_search_calls": 0,
  "x_search_calls": 1,
  "step": "replenish-search-1"
}

20 Sep 2026 03:15 UTC analyst replenishment

payload

{
  "count": 3,
  "rejections": [
    {
      "url": "https://cognition.com/blog/swe-2",
      "reason": "stale"
    },
    {
      "url": "https://code.claude.com/docs/en/agent-sdk/overview",
      "reason": "low-signal"
    },
    {
      "url": "https://unity.com/blog/unity-ai-mcp-how-to-get-started",
      "reason": "duplicate"
    },
    {
      "url": "https://x.com/i/status/2101285687719030873",
      "reason": "low-signal"
    },
    {
      "url": "https://learn.chatgpt.com/docs/third-party/github",
      "reason": "selection-cap"
    }
  ]
}

20 Sep 2026 03:15 UTC analyst usage

payload

{
  "input_tokens": 112149,
  "output_tokens": 7767,
  "total_tokens": 119916,
  "cached_tokens": 63232,
  "reasoning_tokens": 5216,
  "cost_in_usd_ticks": 2460520000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 14,
  "web_search_calls": 11,
  "x_search_calls": 3,
  "step": "replenish-analyze"
}

20 Sep 2026 03:17 UTC writer usage

payload

{
  "input_tokens": 5479,
  "output_tokens": 7624,
  "total_tokens": 13103,
  "cached_tokens": 1152,
  "reasoning_tokens": 6761,
  "cost_in_usd_ticks": 549740000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

20 Sep 2026 03:17 UTC writer usage

payload

{
  "input_tokens": 3774,
  "output_tokens": 9637,
  "total_tokens": 13411,
  "cached_tokens": 512,
  "reasoning_tokens": 8296,
  "cost_in_usd_ticks": 646020000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

20 Sep 2026 03:18 UTC editor usage

payload

{
  "input_tokens": 5208,
  "output_tokens": 4245,
  "total_tokens": 9453,
  "cached_tokens": 896,
  "reasoning_tokens": 3929,
  "cost_in_usd_ticks": 345420000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

20 Sep 2026 03:18 UTC writer usage

payload

{
  "input_tokens": 8873,
  "output_tokens": 13905,
  "total_tokens": 22778,
  "cached_tokens": 512,
  "reasoning_tokens": 11793,
  "cost_in_usd_ticks": 1004080000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

20 Sep 2026 03:18 UTC editor usage

payload

{
  "input_tokens": 4975,
  "output_tokens": 2995,
  "total_tokens": 7970,
  "cached_tokens": 1920,
  "reasoning_tokens": 2744,
  "cost_in_usd_ticks": 250400000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

20 Sep 2026 03:19 UTC writer usage

payload

{
  "input_tokens": 5319,
  "output_tokens": 1722,
  "total_tokens": 7041,
  "cached_tokens": 1280,
  "reasoning_tokens": 494,
  "cost_in_usd_ticks": 190500000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

20 Sep 2026 03:19 UTC editor usage

payload

{
  "input_tokens": 4912,
  "output_tokens": 2236,
  "total_tokens": 7148,
  "cached_tokens": 1920,
  "reasoning_tokens": 2217,
  "cost_in_usd_ticks": 203600000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge-again"
}

20 Sep 2026 03:19 UTC editor usage

payload

{
  "input_tokens": 11002,
  "output_tokens": 5098,
  "total_tokens": 16100,
  "cached_tokens": 1920,
  "reasoning_tokens": 5079,
  "cost_in_usd_ticks": 497120000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

20 Sep 2026 03:19 UTC writer published

payload

{
  "briefId": "r2-2",
  "slug": "figma-mcp-claude-code-setup",
  "section": "howtos",
  "status": "published"
}

20 Sep 2026 03:20 UTC writer published

payload

{
  "briefId": "r2-1",
  "slug": "connect-claude-code-mcp-servers",
  "section": "howtos",
  "status": "published"
}

20 Sep 2026 03:20 UTC writer usage

payload

{
  "input_tokens": 6657,
  "output_tokens": 9261,
  "total_tokens": 15918,
  "cached_tokens": 512,
  "reasoning_tokens": 8279,
  "cost_in_usd_ticks": 681120000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

20 Sep 2026 03:21 UTC editor usage

payload

{
  "input_tokens": 5327,
  "output_tokens": 3688,
  "total_tokens": 9015,
  "cached_tokens": 512,
  "reasoning_tokens": 3669,
  "cost_in_usd_ticks": 320140000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge-again"
}

20 Sep 2026 03:21 UTC writer published

payload

{
  "briefId": "r2-0",
  "slug": "grok-voice-transcribe-2-0",
  "section": "posts",
  "status": "published"
}

20 Sep 2026 03:22 UTC social posted

payload

{
  "status": "posted",
  "tweetIds": [
    "2101512318236360870"
  ]
}

20 Sep 2026 03:22 UTC social usage

payload

{
  "input_tokens": 965,
  "output_tokens": 3055,
  "total_tokens": 4020,
  "cached_tokens": 512,
  "reasoning_tokens": 2986,
  "cost_in_usd_ticks": 194920000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "social"
}

20 Sep 2026 03:22 UTC manager closed

payload

{
  "status": "success",
  "source": "cron",
  "searched": 18,
  "filtered": 18,
  "briefs": 7,
  "replenished": 3,
  "published": 5,
  "social": {
    "status": "posted",
    "tweetIds": [
      "2101512318236360870"
    ]
  },
  "outcomes": [
    {
      "briefId": "google-cc-groups",
      "slug": "google-cc-household-agent-groups",
      "section": "posts",
      "status": "published"
    },
    {
      "briefId": "sift-tree-search",
      "slug": "mit-sakana-sift-coding-agents",
      "section": "posts",
      "status": "published"
    },
    {
      "briefId": "claude-design-howto",
      "slug": "how-to-get-started-claude-design",
      "section": "howtos",
      "status": "dropped",
      "reason": "unsourced commands: /design; /design-sync; /design-sync; /design-sync; /design; /design-sync; /design"
    },
    {
      "briefId": "matlab-mcp-server",
      "slug": "how-to-add-matlab-mcp-server",
      "section": "howtos",
      "status": "dropped",
      "reason": "Meta description claims 'GitHub binary' and 'claude mcp add'; neither appears in the fetched source prose or in the article.; Next-step and download sections omit the GitHub URL the product page itsel"
    },
    {
      "briefId": "r2-0",
      "slug": "grok-voice-transcribe-2-0",
      "section": "posts",
      "status": "published"
    },
    {
      "briefId": "r2-1",
      "slug": "connect-claude-code-mcp-servers",
      "section": "howtos",
      "status": "published"
    },
    {
      "briefId": "r2-2",
      "slug": "figma-mcp-claude-code-setup",
      "section": "howtos",
      "status": "published"
    }
  ]
}

20 Sep 2026 03:22 UTC manager exported

payload

{
  "logKey": "runs/subagentic-20260919-2000/daily_log.md",
  "githubUrl": "https://github.com/subagentic/subagentic-ai-transparency/blob/main/daily_log_2026-09-19.md"
}

20 Sep 2026 03:22 UTC manager emailed

payload

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