Run log

subagentic-20260924-0800

success started 24 Sep 2026 15:00 UTC finished 24 Sep 2026 15:22 UTC 4 articles

All runs · How a run works · GitHub daily log

Published

Claude Code cloud sessions leave research preview News · 24 Sep 2026
CAVEAT tests computer-use agents in incentive-misaligned marketplaces News · 24 Sep 2026
How to integrate Gamma MCP with OpenClaw How-Tos · 24 Sep 2026
Hermes Desktop streams any bot screen live with takeover News · 24 Sep 2026

Events

24 Sep 2026 15:00 UTC manager opened

payload

{
  "runId": "subagentic-20260924-0800"
}

24 Sep 2026 15:00 UTC manager trigger

payload

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

24 Sep 2026 15:02 UTC searcher candidates
payload
```
{
  "count": 8,
  "lightDay": true
}
```

24 Sep 2026 15:02 UTC searcher usage

payload

{
  "input_tokens": 5316,
  "output_tokens": 1681,
  "total_tokens": 6997,
  "cached_tokens": 0,
  "reasoning_tokens": 1478,
  "cost_in_usd_ticks": 707180000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 1,
  "web_search_calls": 0,
  "x_search_calls": 1,
  "step": "search-0"
}

24 Sep 2026 15:02 UTC searcher usage

payload

{
  "input_tokens": 10802,
  "output_tokens": 4828,
  "total_tokens": 15630,
  "cached_tokens": 512,
  "reasoning_tokens": 4123,
  "cost_in_usd_ticks": 498040000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "search-1"
}

24 Sep 2026 15:02 UTC manager prefilter
payload
```
{
  "kept": 8
}
```

24 Sep 2026 15:04 UTC analyst slate

payload

{
  "count": 4,
  "quietDay": false,
  "rejections": [
    {
      "url": "https://openai.com/index/ringg",
      "reason": "promotional"
    },
    {
      "url": "https://openai.com/index/airbnb-gpt-6-astra",
      "reason": "promotional"
    },
    {
      "url": "https://cursor.com/cloud",
      "reason": "low-signal"
    },
    {
      "url": "https://github.com/langchain-ai/langchain-mcp-adapters",
      "reason": "low-signal"
    }
  ],
  "unreported": 0
}

24 Sep 2026 15:04 UTC analyst usage

payload

{
  "input_tokens": 96181,
  "output_tokens": 6198,
  "total_tokens": 102379,
  "cached_tokens": 47872,
  "reasoning_tokens": 3815,
  "cost_in_usd_ticks": 2577420000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 13,
  "web_search_calls": 10,
  "x_search_calls": 3,
  "step": "analyze"
}

24 Sep 2026 15:06 UTC writer usage

payload

{
  "input_tokens": 9480,
  "output_tokens": 5739,
  "total_tokens": 15219,
  "cached_tokens": 512,
  "reasoning_tokens": 4601,
  "cost_in_usd_ticks": 526260000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

24 Sep 2026 15:06 UTC writer usage

payload

{
  "input_tokens": 26888,
  "output_tokens": 5648,
  "total_tokens": 32536,
  "cached_tokens": 512,
  "reasoning_tokens": 4772,
  "cost_in_usd_ticks": 868960000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

24 Sep 2026 15:06 UTC writer usage

payload

{
  "input_tokens": 7730,
  "output_tokens": 7542,
  "total_tokens": 15272,
  "cached_tokens": 512,
  "reasoning_tokens": 5891,
  "cost_in_usd_ticks": 599440000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

24 Sep 2026 15:06 UTC writer usage

payload

{
  "input_tokens": 8568,
  "output_tokens": 7738,
  "total_tokens": 16306,
  "cached_tokens": 512,
  "reasoning_tokens": 5909,
  "cost_in_usd_ticks": 627960000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

24 Sep 2026 15:07 UTC editor usage

payload

{
  "input_tokens": 26458,
  "output_tokens": 2792,
  "total_tokens": 29250,
  "cached_tokens": 512,
  "reasoning_tokens": 2773,
  "cost_in_usd_ticks": 689000000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

24 Sep 2026 15:07 UTC editor usage

payload

{
  "input_tokens": 9802,
  "output_tokens": 4120,
  "total_tokens": 13922,
  "cached_tokens": 512,
  "reasoning_tokens": 4101,
  "cost_in_usd_ticks": 435560000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

24 Sep 2026 15:07 UTC writer published

payload

{
  "briefId": "claude-cloud-ga",
  "slug": "claude-code-cloud-sessions-ga",
  "section": "posts",
  "status": "published"
}

24 Sep 2026 15:07 UTC writer usage

payload

{
  "input_tokens": 9426,
  "output_tokens": 3862,
  "total_tokens": 13288,
  "cached_tokens": 512,
  "reasoning_tokens": 2214,
  "cost_in_usd_ticks": 412560000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-rewrite-gate"
}

24 Sep 2026 15:07 UTC writer published

payload

{
  "briefId": "caveat-cua-steer",
  "slug": "caveat-computer-use-incentive-robustness",
  "section": "posts",
  "status": "published"
}

24 Sep 2026 15:08 UTC writer usage

payload

{
  "input_tokens": 10490,
  "output_tokens": 7926,
  "total_tokens": 18416,
  "cached_tokens": 512,
  "reasoning_tokens": 6156,
  "cost_in_usd_ticks": 677680000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-rewrite-gate"
}

24 Sep 2026 15:08 UTC editor usage

payload

{
  "input_tokens": 24883,
  "output_tokens": 3232,
  "total_tokens": 28115,
  "cached_tokens": 512,
  "reasoning_tokens": 3165,
  "cost_in_usd_ticks": 733900000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 1,
  "web_search_calls": 1,
  "x_search_calls": 0,
  "step": "record-judge"
}

24 Sep 2026 15:09 UTC writer published

payload

{
  "briefId": "gamma-mcp-openclaw",
  "slug": "gamma-mcp-openclaw-composio",
  "section": "howtos",
  "status": "published"
}

24 Sep 2026 15:09 UTC editor usage

payload

{
  "input_tokens": 28120,
  "output_tokens": 3801,
  "total_tokens": 31921,
  "cached_tokens": 2432,
  "reasoning_tokens": 3555,
  "cost_in_usd_ticks": 803980000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 1,
  "web_search_calls": 1,
  "x_search_calls": 0,
  "step": "record-judge"
}

24 Sep 2026 15:10 UTC writer usage

payload

{
  "input_tokens": 10525,
  "output_tokens": 6511,
  "total_tokens": 17036,
  "cached_tokens": 512,
  "reasoning_tokens": 4706,
  "cost_in_usd_ticks": 593480000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

24 Sep 2026 15:11 UTC editor usage

payload

{
  "input_tokens": 50320,
  "output_tokens": 3711,
  "total_tokens": 54031,
  "cached_tokens": 19584,
  "reasoning_tokens": 3457,
  "cost_in_usd_ticks": 1035300000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 2,
  "web_search_calls": 2,
  "x_search_calls": 0,
  "step": "record-judge-again"
}

24 Sep 2026 15:12 UTC writer dropped

payload

{
  "briefId": "cc-power-tips",
  "slug": "claude-code-power-user-tips",
  "section": "howtos",
  "status": "dropped",
  "reason": "“run additional sessions on ``” drops the live destination the Help Center names (https://claude.ai/code)."
}

24 Sep 2026 15:14 UTC searcher replenishment
payload
```
{
  "count": 7,
  "kept": 7,
  "remaining": 2
}
```

24 Sep 2026 15:14 UTC searcher usage

payload

{
  "input_tokens": 5879,
  "output_tokens": 1304,
  "total_tokens": 7183,
  "cached_tokens": 0,
  "reasoning_tokens": 1140,
  "cost_in_usd_ticks": 695820000,
  "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 15:14 UTC searcher usage

payload

{
  "input_tokens": 9574,
  "output_tokens": 1011,
  "total_tokens": 10585,
  "cached_tokens": 512,
  "reasoning_tokens": 898,
  "cost_in_usd_ticks": 694460000,
  "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 15:14 UTC searcher usage

payload

{
  "input_tokens": 81072,
  "output_tokens": 5818,
  "total_tokens": 86890,
  "cached_tokens": 64128,
  "reasoning_tokens": 4478,
  "cost_in_usd_ticks": 2808600000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 9,
  "web_search_calls": 0,
  "x_search_calls": 9,
  "step": "replenish-search-2"
}

24 Sep 2026 15:17 UTC analyst replenishment

payload

{
  "count": 2,
  "rejections": [
    {
      "url": "https://docs.openclaw.ai/releases/2026.9.6",
      "reason": "low-signal"
    },
    {
      "url": "https://www.microsoft.com/en-us/copilot/blog/copilot-studio/the-in-depth-guide-to-managing-real-time-voice-agents-at-scale/",
      "reason": "stale"
    },
    {
      "url": "https://x.com/i/status/2102808325742322002",
      "reason": "selection-cap"
    },
    {
      "url": "https://www.microsoft.com/en-us/security/blog/2026/09/23/reimagining-the-soc-for-the-agentic-era-in-microsoft-defender/",
      "reason": "selection-cap"
    },
    {
      "url": "https://aws.amazon.com/about-aws/whats-new/2026/09/amazon-cloudwatch-omni-ai/",
      "reason": "selection-cap"
    }
  ]
}

24 Sep 2026 15:17 UTC analyst usage

payload

{
  "input_tokens": 205077,
  "output_tokens": 10913,
  "total_tokens": 215990,
  "cached_tokens": 52864,
  "reasoning_tokens": 4373,
  "cost_in_usd_ticks": 5763360000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 22,
  "web_search_calls": 14,
  "x_search_calls": 8,
  "step": "replenish-analyze"
}

24 Sep 2026 15:19 UTC writer usage

payload

{
  "input_tokens": 3566,
  "output_tokens": 5275,
  "total_tokens": 8841,
  "cached_tokens": 512,
  "reasoning_tokens": 4589,
  "cost_in_usd_ticks": 380140000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

24 Sep 2026 15:19 UTC writer usage

payload

{
  "input_tokens": 7687,
  "output_tokens": 8420,
  "total_tokens": 16107,
  "cached_tokens": 512,
  "reasoning_tokens": 7181,
  "cost_in_usd_ticks": 651260000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

24 Sep 2026 15:19 UTC editor usage

payload

{
  "input_tokens": 3342,
  "output_tokens": 3184,
  "total_tokens": 6526,
  "cached_tokens": 512,
  "reasoning_tokens": 3052,
  "cost_in_usd_ticks": 250200000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

24 Sep 2026 15:20 UTC writer usage

payload

{
  "input_tokens": 4344,
  "output_tokens": 1840,
  "total_tokens": 6184,
  "cached_tokens": 512,
  "reasoning_tokens": 1187,
  "cost_in_usd_ticks": 189600000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

24 Sep 2026 15:20 UTC editor usage

payload

{
  "input_tokens": 7995,
  "output_tokens": 3915,
  "total_tokens": 11910,
  "cached_tokens": 512,
  "reasoning_tokens": 3896,
  "cost_in_usd_ticks": 387120000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

24 Sep 2026 15:21 UTC writer published

payload

{
  "briefId": "r2-0",
  "slug": "hermes-desktop-bot-screen-takeover",
  "section": "posts",
  "status": "published"
}

24 Sep 2026 15:21 UTC editor usage

payload

{
  "input_tokens": 3349,
  "output_tokens": 5086,
  "total_tokens": 8435,
  "cached_tokens": 896,
  "reasoning_tokens": 4826,
  "cost_in_usd_ticks": 358700000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge-again"
}

24 Sep 2026 15:21 UTC writer dropped

payload

{
  "briefId": "r2-1",
  "slug": "gemini-app-new-connected-apps",
  "section": "posts",
  "status": "dropped",
  "reason": "below 90 after revise score=87"
}

24 Sep 2026 15:22 UTC social posted

payload

{
  "status": "posted",
  "tweetIds": [
    "2103142924062244875"
  ]
}

24 Sep 2026 15:22 UTC social usage

payload

{
  "input_tokens": 944,
  "output_tokens": 852,
  "total_tokens": 1796,
  "cached_tokens": 512,
  "reasoning_tokens": 794,
  "cost_in_usd_ticks": 62320000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "social"
}

24 Sep 2026 15:22 UTC manager closed

payload

{
  "status": "success",
  "source": "cron",
  "searched": 15,
  "filtered": 15,
  "briefs": 6,
  "replenished": 2,
  "published": 4,
  "social": {
    "status": "posted",
    "tweetIds": [
      "2103142924062244875"
    ]
  },
  "outcomes": [
    {
      "briefId": "claude-cloud-ga",
      "slug": "claude-code-cloud-sessions-ga",
      "section": "posts",
      "status": "published"
    },
    {
      "briefId": "cc-power-tips",
      "slug": "claude-code-power-user-tips",
      "section": "howtos",
      "status": "dropped",
      "reason": "“run additional sessions on ``” drops the live destination the Help Center names (https://claude.ai/code)."
    },
    {
      "briefId": "gamma-mcp-openclaw",
      "slug": "gamma-mcp-openclaw-composio",
      "section": "howtos",
      "status": "published"
    },
    {
      "briefId": "caveat-cua-steer",
      "slug": "caveat-computer-use-incentive-robustness",
      "section": "posts",
      "status": "published"
    },
    {
      "briefId": "r2-0",
      "slug": "hermes-desktop-bot-screen-takeover",
      "section": "posts",
      "status": "published"
    },
    {
      "briefId": "r2-1",
      "slug": "gemini-app-new-connected-apps",
      "section": "posts",
      "status": "dropped",
      "reason": "below 90 after revise score=87"
    }
  ]
}

24 Sep 2026 15:22 UTC manager exported

payload

{
  "logKey": "runs/subagentic-20260924-0800/daily_log.md",
  "githubUrl": "https://github.com/subagentic/subagentic-ai-transparency/blob/main/daily_log_2026-09-24.md"
}

24 Sep 2026 15:22 UTC manager emailed

payload

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