Run log

subagentic-20260902-092013

success started 2 Sep 2026 16:20 UTC finished 2 Sep 2026 16:31 UTC 4 articles

All runs · How a run works · GitHub daily log

Published

Gemini 3.8 Flash ships as Google’s agent workhorse; Flash Cyber stays gated News · 2 Sep 2026
ToolJet exposes the product over MCP so agents edit a spec, not React News · 2 Sep 2026
OpenClaw v2026.8.2 adds a docked Home agent and Linux desktop companion News · 2 Sep 2026
FrontierHarness: same model, 12 harnesses, ~17× median cost spread News · 2 Sep 2026

Events

2 Sep 2026 16:20 UTC manager opened

payload

{
  "runId": "subagentic-20260902-092013"
}

2 Sep 2026 16:20 UTC manager trigger

payload

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

2 Sep 2026 16:21 UTC searcher candidates
payload
```
{
  "count": 10,
  "lightDay": false
}
```

2 Sep 2026 16:21 UTC searcher usage

payload

{
  "input_tokens": 5168,
  "output_tokens": 1510,
  "total_tokens": 6678,
  "cached_tokens": 512,
  "reasoning_tokens": 1507,
  "cost_in_usd_ticks": 236280000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 1,
  "web_search_calls": 0,
  "x_search_calls": 1,
  "step": "search-0"
}

2 Sep 2026 16:21 UTC searcher usage

payload

{
  "input_tokens": 10739,
  "output_tokens": 3917,
  "total_tokens": 14656,
  "cached_tokens": 5120,
  "reasoning_tokens": 3099,
  "cost_in_usd_ticks": 373000000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "search-1"
}

2 Sep 2026 16:21 UTC manager prefilter
payload
```
{
  "kept": 10
}
```
2 Sep 2026 16:23 UTC analyst slate
payload
```
{
  "count": 5,
  "quietDay": false
}
```

2 Sep 2026 16:23 UTC analyst usage

payload

{
  "input_tokens": 226775,
  "output_tokens": 6139,
  "total_tokens": 232914,
  "cached_tokens": 152576,
  "reasoning_tokens": 3562,
  "cost_in_usd_ticks": 6380400000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 23,
  "web_search_calls": 19,
  "x_search_calls": 4,
  "step": "analyze"
}

2 Sep 2026 16:24 UTC writer usage

payload

{
  "input_tokens": 10147,
  "output_tokens": 4599,
  "total_tokens": 14746,
  "cached_tokens": 512,
  "reasoning_tokens": 2728,
  "cost_in_usd_ticks": 471200000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

2 Sep 2026 16:24 UTC writer usage

payload

{
  "input_tokens": 13223,
  "output_tokens": 5113,
  "total_tokens": 18336,
  "cached_tokens": 512,
  "reasoning_tokens": 3049,
  "cost_in_usd_ticks": 563560000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

2 Sep 2026 16:25 UTC writer usage

payload

{
  "input_tokens": 17688,
  "output_tokens": 7555,
  "total_tokens": 25243,
  "cached_tokens": 0,
  "reasoning_tokens": 6040,
  "cost_in_usd_ticks": 807060000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

2 Sep 2026 16:25 UTC writer usage

payload

{
  "input_tokens": 4369,
  "output_tokens": 8108,
  "total_tokens": 12477,
  "cached_tokens": 1024,
  "reasoning_tokens": 6257,
  "cost_in_usd_ticks": 558500000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

2 Sep 2026 16:25 UTC editor usage

payload

{
  "input_tokens": 14085,
  "output_tokens": 4107,
  "total_tokens": 18192,
  "cached_tokens": 512,
  "reasoning_tokens": 4088,
  "cost_in_usd_ticks": 520440000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

2 Sep 2026 16:25 UTC writer usage

payload

{
  "input_tokens": 3142,
  "output_tokens": 9647,
  "total_tokens": 12789,
  "cached_tokens": 512,
  "reasoning_tokens": 8296,
  "cost_in_usd_ticks": 633980000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

2 Sep 2026 16:26 UTC writer published

payload

{
  "briefId": "gemini-38-flash",
  "slug": "gemini-3-8-flash-agents",
  "section": "posts",
  "status": "published"
}

2 Sep 2026 16:26 UTC editor usage

payload

{
  "input_tokens": 18343,
  "output_tokens": 4078,
  "total_tokens": 22421,
  "cached_tokens": 512,
  "reasoning_tokens": 3882,
  "cost_in_usd_ticks": 603860000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

2 Sep 2026 16:26 UTC writer usage

payload

{
  "input_tokens": 3156,
  "output_tokens": 6863,
  "total_tokens": 10019,
  "cached_tokens": 512,
  "reasoning_tokens": 5006,
  "cost_in_usd_ticks": 467220000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-rewrite-gate"
}

2 Sep 2026 16:26 UTC writer usage

payload

{
  "input_tokens": 2760,
  "output_tokens": 2722,
  "total_tokens": 5482,
  "cached_tokens": 1024,
  "reasoning_tokens": 1243,
  "cost_in_usd_ticks": 203160000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

2 Sep 2026 16:27 UTC editor usage

payload

{
  "input_tokens": 3794,
  "output_tokens": 4678,
  "total_tokens": 8472,
  "cached_tokens": 512,
  "reasoning_tokens": 4659,
  "cost_in_usd_ticks": 348880000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

2 Sep 2026 16:27 UTC editor usage

payload

{
  "input_tokens": 5416,
  "output_tokens": 6437,
  "total_tokens": 11853,
  "cached_tokens": 512,
  "reasoning_tokens": 6260,
  "cost_in_usd_ticks": 486860000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

2 Sep 2026 16:27 UTC writer published

payload

{
  "briefId": "tooljet-mcp-spec",
  "slug": "tooljet-mcp-no-codegen",
  "section": "posts",
  "status": "published"
}

2 Sep 2026 16:27 UTC editor usage

payload

{
  "input_tokens": 12267,
  "output_tokens": 4515,
  "total_tokens": 16782,
  "cached_tokens": 512,
  "reasoning_tokens": 4213,
  "cost_in_usd_ticks": 508560000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

2 Sep 2026 16:27 UTC editor usage

payload

{
  "input_tokens": 18345,
  "output_tokens": 3235,
  "total_tokens": 21580,
  "cached_tokens": 16896,
  "reasoning_tokens": 3216,
  "cost_in_usd_ticks": 307560000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge-again"
}

2 Sep 2026 16:27 UTC writer published

payload

{
  "briefId": "openclaw-202682",
  "slug": "openclaw-2026-8-2-home-linux",
  "section": "posts",
  "status": "published"
}

2 Sep 2026 16:28 UTC writer usage

payload

{
  "input_tokens": 3122,
  "output_tokens": 7583,
  "total_tokens": 10705,
  "cached_tokens": 1024,
  "reasoning_tokens": 5731,
  "cost_in_usd_ticks": 502060000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

2 Sep 2026 16:29 UTC writer usage

payload

{
  "input_tokens": 3401,
  "output_tokens": 7251,
  "total_tokens": 10652,
  "cached_tokens": 512,
  "reasoning_tokens": 5359,
  "cost_in_usd_ticks": 495400000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

2 Sep 2026 16:29 UTC editor usage

payload

{
  "input_tokens": 5410,
  "output_tokens": 4888,
  "total_tokens": 10298,
  "cached_tokens": 512,
  "reasoning_tokens": 4869,
  "cost_in_usd_ticks": 393800000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge-again"
}

2 Sep 2026 16:30 UTC writer published

payload

{
  "briefId": "frontier-harness",
  "slug": "frontierharness-same-model-cost",
  "section": "posts",
  "status": "published"
}

2 Sep 2026 16:30 UTC editor usage

payload

{
  "input_tokens": 12251,
  "output_tokens": 5217,
  "total_tokens": 17468,
  "cached_tokens": 512,
  "reasoning_tokens": 4841,
  "cost_in_usd_ticks": 550360000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge-again"
}

2 Sep 2026 16:30 UTC writer dropped

payload

{
  "briefId": "claude-mcp-connect",
  "slug": "how-to-connect-claude-code-mcp",
  "section": "howtos",
  "status": "dropped",
  "reason": "Notion HTTP example is missing the required URL present in the fetched docs (`https://mcp.notion.com/mcp%60).; Asana SSE example is missing the required URL present in the fetched docs (`https://mcp.a"
}

2 Sep 2026 16:31 UTC social posted

payload

{
  "status": "posted",
  "tweetIds": [
    "2095187776253882543"
  ]
}

2 Sep 2026 16:31 UTC social usage

payload

{
  "input_tokens": 973,
  "output_tokens": 1966,
  "total_tokens": 2939,
  "cached_tokens": 512,
  "reasoning_tokens": 1889,
  "cost_in_usd_ticks": 129740000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "social"
}

2 Sep 2026 16:31 UTC manager closed

payload

{
  "status": "success",
  "source": "manual",
  "searched": 10,
  "filtered": 10,
  "briefs": 5,
  "published": 4,
  "social": {
    "status": "posted",
    "tweetIds": [
      "2095187776253882543"
    ]
  },
  "outcomes": [
    {
      "briefId": "gemini-38-flash",
      "slug": "gemini-3-8-flash-agents",
      "section": "posts",
      "status": "published"
    },
    {
      "briefId": "openclaw-202682",
      "slug": "openclaw-2026-8-2-home-linux",
      "section": "posts",
      "status": "published"
    },
    {
      "briefId": "frontier-harness",
      "slug": "frontierharness-same-model-cost",
      "section": "posts",
      "status": "published"
    },
    {
      "briefId": "tooljet-mcp-spec",
      "slug": "tooljet-mcp-no-codegen",
      "section": "posts",
      "status": "published"
    },
    {
      "briefId": "claude-mcp-connect",
      "slug": "how-to-connect-claude-code-mcp",
      "section": "howtos",
      "status": "dropped",
      "reason": "Notion HTTP example is missing the required URL present in the fetched docs (`https://mcp.notion.com/mcp%60).; Asana SSE example is missing the required URL present in the fetched docs (`https://mcp.a"
    }
  ]
}

2 Sep 2026 16:31 UTC manager exported

payload

{
  "logKey": "runs/subagentic-20260902-092013/daily_log.md",
  "githubUrl": "https://github.com/subagentic/subagentic-ai-transparency/blob/main/daily_log_2026-09-02.md"
}

2 Sep 2026 16:31 UTC manager emailed

payload

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