Run log

subagentic-20260910-0800

success started 10 Sep 2026 15:00 UTC finished 10 Sep 2026 15:28 UTC 5 articles

All runs · How a run works · GitHub daily log

Published

GPT-6 Astra is generally available on Amazon Bedrock News · 10 Sep 2026
Notion pitches MCP as portable memory across agents News · 10 Sep 2026
Google Workspace adds five cross-app agentic Gemini flows News · 10 Sep 2026
Unity ships an official Claude Code plugin with 29 engine skills News · 10 Sep 2026
How to install Unity’s official Claude Code plugin How-Tos · 10 Sep 2026

Events

10 Sep 2026 15:00 UTC manager opened

payload

{
  "runId": "subagentic-20260910-0800"
}

10 Sep 2026 15:00 UTC manager trigger

payload

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

10 Sep 2026 15:03 UTC searcher candidates
payload
```
{
  "count": 10,
  "lightDay": false
}
```

10 Sep 2026 15:03 UTC searcher usage

payload

{
  "input_tokens": 4892,
  "output_tokens": 1661,
  "total_tokens": 6553,
  "cached_tokens": 512,
  "reasoning_tokens": 1439,
  "cost_in_usd_ticks": 239820000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 1,
  "web_search_calls": 0,
  "x_search_calls": 1,
  "step": "search-0"
}

10 Sep 2026 15:03 UTC searcher usage

payload

{
  "input_tokens": 11478,
  "output_tokens": 5077,
  "total_tokens": 16555,
  "cached_tokens": 4864,
  "reasoning_tokens": 4081,
  "cost_in_usd_ticks": 461220000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "search-1"
}

10 Sep 2026 15:03 UTC manager prefilter
payload
```
{
  "kept": 10
}
```

10 Sep 2026 15:05 UTC analyst slate

payload

{
  "count": 5,
  "quietDay": false,
  "rejections": [
    {
      "url": "https://x.com/i/status/2097836892016558577",
      "reason": "low-signal"
    },
    {
      "url": "https://help.openai.com/en/articles/20001516-managing-usage-with-gpt-6-astra-in-work-and-codex",
      "reason": "duplicate"
    },
    {
      "url": "https://x.com/i/status/2097777337446085025",
      "reason": "low-signal"
    },
    {
      "url": "https://plane.so/blog/the-work-graph-for-ai-agents-the-missing-layer-in-agentic-work",
      "reason": "promotional"
    },
    {
      "url": "https://github.com/different-ai/openwork/",
      "reason": "low-signal"
    }
  ],
  "unreported": 1
}

10 Sep 2026 15:05 UTC analyst usage

payload

{
  "input_tokens": 190207,
  "output_tokens": 9631,
  "total_tokens": 199838,
  "cached_tokens": 127360,
  "reasoning_tokens": 7033,
  "cost_in_usd_ticks": 3721600000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 25,
  "web_search_calls": 17,
  "x_search_calls": 8,
  "step": "analyze"
}

10 Sep 2026 15:07 UTC writer usage

payload

{
  "input_tokens": 16228,
  "output_tokens": 6507,
  "total_tokens": 22735,
  "cached_tokens": 512,
  "reasoning_tokens": 5540,
  "cost_in_usd_ticks": 707300000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

10 Sep 2026 15:07 UTC writer usage

payload

{
  "input_tokens": 2619,
  "output_tokens": 5402,
  "total_tokens": 8021,
  "cached_tokens": 1152,
  "reasoning_tokens": 4897,
  "cost_in_usd_ticks": 359220000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

10 Sep 2026 15:07 UTC writer usage

payload

{
  "input_tokens": 8491,
  "output_tokens": 5383,
  "total_tokens": 13874,
  "cached_tokens": 512,
  "reasoning_tokens": 4507,
  "cost_in_usd_ticks": 485120000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

10 Sep 2026 15:08 UTC writer usage

payload

{
  "input_tokens": 15245,
  "output_tokens": 7156,
  "total_tokens": 22401,
  "cached_tokens": 512,
  "reasoning_tokens": 4490,
  "cost_in_usd_ticks": 726580000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

10 Sep 2026 15:08 UTC writer usage

payload

{
  "input_tokens": 4932,
  "output_tokens": 8545,
  "total_tokens": 13477,
  "cached_tokens": 1152,
  "reasoning_tokens": 7712,
  "cost_in_usd_ticks": 594060000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

10 Sep 2026 15:08 UTC editor usage

payload

{
  "input_tokens": 16124,
  "output_tokens": 3156,
  "total_tokens": 19280,
  "cached_tokens": 512,
  "reasoning_tokens": 3137,
  "cost_in_usd_ticks": 504160000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

10 Sep 2026 15:09 UTC writer usage

payload

{
  "input_tokens": 3169,
  "output_tokens": 5058,
  "total_tokens": 8227,
  "cached_tokens": 512,
  "reasoning_tokens": 4457,
  "cost_in_usd_ticks": 359180000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-rewrite-gate"
}

10 Sep 2026 15:09 UTC writer published

payload

{
  "briefId": "astra-bedrock",
  "slug": "gpt-6-astra-amazon-bedrock",
  "section": "posts",
  "status": "published"
}

10 Sep 2026 15:09 UTC editor usage

payload

{
  "input_tokens": 17635,
  "output_tokens": 4206,
  "total_tokens": 21841,
  "cached_tokens": 512,
  "reasoning_tokens": 3945,
  "cost_in_usd_ticks": 597380000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

10 Sep 2026 15:10 UTC editor usage

payload

{
  "input_tokens": 2396,
  "output_tokens": 3638,
  "total_tokens": 6034,
  "cached_tokens": 896,
  "reasoning_tokens": 3619,
  "cost_in_usd_ticks": 252760000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

10 Sep 2026 15:10 UTC writer failed

payload

{
  "briefId": "gtig-agentic-ai",
  "slug": "gtig-prompting-to-autonomy",
  "section": "posts",
  "status": "failed",
  "reason": "grok respond 503: upstream_5xx",
  "step": "judge",
  "error": "Error"
}

10 Sep 2026 15:10 UTC writer published

payload

{
  "briefId": "notion-mcp-memory",
  "slug": "notion-mcp-portable-agent-memory",
  "section": "posts",
  "status": "published"
}

10 Sep 2026 15:10 UTC writer usage

payload

{
  "input_tokens": 18157,
  "output_tokens": 5128,
  "total_tokens": 23285,
  "cached_tokens": 15232,
  "reasoning_tokens": 2448,
  "cost_in_usd_ticks": 442340000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

10 Sep 2026 15:11 UTC editor usage

payload

{
  "input_tokens": 4848,
  "output_tokens": 6136,
  "total_tokens": 10984,
  "cached_tokens": 512,
  "reasoning_tokens": 5854,
  "cost_in_usd_ticks": 457440000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

10 Sep 2026 15:12 UTC editor usage

payload

{
  "input_tokens": 17649,
  "output_tokens": 5360,
  "total_tokens": 23009,
  "cached_tokens": 512,
  "reasoning_tokens": 5177,
  "cost_in_usd_ticks": 666900000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge-again"
}

10 Sep 2026 15:12 UTC writer dropped

payload

{
  "briefId": "gemini-wf-howto",
  "slug": "how-to-build-gemini-enterprise-agents",
  "section": "howtos",
  "status": "dropped",
  "reason": "MCP import step 1 is broken: Gemini Enterprise console URL is empty (``) instead of https://console.cloud.google.com/gemini-enterprise/; Workflow Builder is called a “canvas”; fetched overview calls i"
}

10 Sep 2026 15:14 UTC writer usage

payload

{
  "input_tokens": 6051,
  "output_tokens": 3764,
  "total_tokens": 9815,
  "cached_tokens": 6016,
  "reasoning_tokens": 2944,
  "cost_in_usd_ticks": 256620000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

10 Sep 2026 15:16 UTC editor usage

payload

{
  "input_tokens": 4835,
  "output_tokens": 6154,
  "total_tokens": 10989,
  "cached_tokens": 896,
  "reasoning_tokens": 6135,
  "cost_in_usd_ticks": 452500000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge-again"
}

10 Sep 2026 15:16 UTC writer published

payload

{
  "briefId": "workspace-agentic",
  "slug": "google-workspace-five-agentic-flows",
  "section": "posts",
  "status": "published"
}

10 Sep 2026 15:17 UTC searcher replenishment
payload
```
{
  "count": 1,
  "kept": 1,
  "remaining": 2
}
```

10 Sep 2026 15:17 UTC searcher usage

payload

{
  "input_tokens": 5777,
  "output_tokens": 2016,
  "total_tokens": 7793,
  "cached_tokens": 512,
  "reasoning_tokens": 1809,
  "cost_in_usd_ticks": 278820000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 1,
  "web_search_calls": 0,
  "x_search_calls": 1,
  "step": "replenish-search-0"
}

10 Sep 2026 15:17 UTC searcher usage

payload

{
  "input_tokens": 11677,
  "output_tokens": 2701,
  "total_tokens": 14378,
  "cached_tokens": 3200,
  "reasoning_tokens": 2604,
  "cost_in_usd_ticks": 347600000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "replenish-search-1"
}

10 Sep 2026 15:19 UTC analyst replenishment
payload
```
{
  "count": 2,
  "rejections": []
}
```

10 Sep 2026 15:19 UTC analyst usage

payload

{
  "input_tokens": 51396,
  "output_tokens": 4637,
  "total_tokens": 56033,
  "cached_tokens": 18304,
  "reasoning_tokens": 3434,
  "cost_in_usd_ticks": 1381580000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 7,
  "web_search_calls": 5,
  "x_search_calls": 2,
  "step": "replenish-analyze"
}

10 Sep 2026 15:20 UTC writer usage

payload

{
  "input_tokens": 4842,
  "output_tokens": 5250,
  "total_tokens": 10092,
  "cached_tokens": 512,
  "reasoning_tokens": 3758,
  "cost_in_usd_ticks": 404160000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

10 Sep 2026 15:21 UTC writer usage

payload

{
  "input_tokens": 12474,
  "output_tokens": 9669,
  "total_tokens": 22143,
  "cached_tokens": 1152,
  "reasoning_tokens": 8273,
  "cost_in_usd_ticks": 812340000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

10 Sep 2026 15:22 UTC writer usage

payload

{
  "input_tokens": 6429,
  "output_tokens": 7610,
  "total_tokens": 14039,
  "cached_tokens": 512,
  "reasoning_tokens": 6167,
  "cost_in_usd_ticks": 577500000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-rewrite-gate"
}

10 Sep 2026 15:23 UTC editor usage

payload

{
  "input_tokens": 12608,
  "output_tokens": 4741,
  "total_tokens": 17349,
  "cached_tokens": 896,
  "reasoning_tokens": 4722,
  "cost_in_usd_ticks": 523180000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

10 Sep 2026 15:23 UTC writer published

payload

{
  "briefId": "r2-0",
  "slug": "unity-official-claude-code-plugin",
  "section": "posts",
  "status": "published"
}

10 Sep 2026 15:23 UTC editor usage

payload

{
  "input_tokens": 16280,
  "output_tokens": 4620,
  "total_tokens": 20900,
  "cached_tokens": 2432,
  "reasoning_tokens": 4342,
  "cost_in_usd_ticks": 616320000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 1,
  "web_search_calls": 1,
  "x_search_calls": 0,
  "step": "record-judge"
}

10 Sep 2026 15:25 UTC writer usage

payload

{
  "input_tokens": 6510,
  "output_tokens": 4968,
  "total_tokens": 11478,
  "cached_tokens": 1408,
  "reasoning_tokens": 3509,
  "cost_in_usd_ticks": 407160000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

10 Sep 2026 15:25 UTC editor usage

payload

{
  "input_tokens": 16485,
  "output_tokens": 3463,
  "total_tokens": 19948,
  "cached_tokens": 7168,
  "reasoning_tokens": 3391,
  "cost_in_usd_ticks": 479960000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 1,
  "web_search_calls": 1,
  "x_search_calls": 0,
  "step": "record-judge-again"
}

10 Sep 2026 15:27 UTC writer published

payload

{
  "briefId": "r2-1",
  "slug": "how-to-install-unity-claude-code-plugin",
  "section": "howtos",
  "status": "published"
}

10 Sep 2026 15:28 UTC social posted

payload

{
  "status": "posted",
  "tweetIds": [
    "2098071052039688564"
  ]
}

10 Sep 2026 15:28 UTC social usage

payload

{
  "input_tokens": 955,
  "output_tokens": 3904,
  "total_tokens": 4859,
  "cached_tokens": 512,
  "reasoning_tokens": 3846,
  "cost_in_usd_ticks": 245660000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "social"
}

10 Sep 2026 15:28 UTC manager closed

payload

{
  "status": "success",
  "source": "cron",
  "searched": 11,
  "filtered": 11,
  "briefs": 7,
  "replenished": 2,
  "published": 5,
  "social": {
    "status": "posted",
    "tweetIds": [
      "2098071052039688564"
    ]
  },
  "outcomes": [
    {
      "briefId": "workspace-agentic",
      "slug": "google-workspace-five-agentic-flows",
      "section": "posts",
      "status": "published"
    },
    {
      "briefId": "astra-bedrock",
      "slug": "gpt-6-astra-amazon-bedrock",
      "section": "posts",
      "status": "published"
    },
    {
      "briefId": "gtig-agentic-ai",
      "slug": "gtig-prompting-to-autonomy",
      "section": "posts",
      "status": "failed",
      "reason": "grok respond 503: upstream_5xx",
      "step": "judge",
      "error": "Error"
    },
    {
      "briefId": "gemini-wf-howto",
      "slug": "how-to-build-gemini-enterprise-agents",
      "section": "howtos",
      "status": "dropped",
      "reason": "MCP import step 1 is broken: Gemini Enterprise console URL is empty (``) instead of https://console.cloud.google.com/gemini-enterprise/; Workflow Builder is called a “canvas”; fetched overview calls i"
    },
    {
      "briefId": "notion-mcp-memory",
      "slug": "notion-mcp-portable-agent-memory",
      "section": "posts",
      "status": "published"
    },
    {
      "briefId": "r2-0",
      "slug": "unity-official-claude-code-plugin",
      "section": "posts",
      "status": "published"
    },
    {
      "briefId": "r2-1",
      "slug": "how-to-install-unity-claude-code-plugin",
      "section": "howtos",
      "status": "published"
    }
  ]
}

10 Sep 2026 15:28 UTC manager exported

payload

{
  "logKey": "runs/subagentic-20260910-0800/daily_log.md",
  "githubUrl": "https://github.com/subagentic/subagentic-ai-transparency/blob/main/daily_log_2026-09-10.md"
}

10 Sep 2026 15:28 UTC manager emailed

payload

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