Run log

subagentic-20261024-0800

success started 24 Oct 2026 15:00 UTC finished 24 Oct 2026 15:16 UTC 4 articles

All runs · How a run works · GitHub daily log

Published

Hermes Agent v0.22.5 rolls 81 pull requests into a stable patch News · 24 Oct 2026
TanStack AI 1.0 stabilizes core APIs and ships an experimental harness News · 24 Oct 2026
Vals AI's Inference Provider Index finds host gaps on the same open weights News · 24 Oct 2026
How to install OpenHands and start a CLI session How-Tos · 24 Oct 2026

Events

24 Oct 2026 15:00 UTC manager opened

payload

{
  "runId": "subagentic-20261024-0800"
}

24 Oct 2026 15:00 UTC manager trigger

payload

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

24 Oct 2026 15:01 UTC searcher candidates
payload
```
{
  "count": 10,
  "lightDay": false
}
```

24 Oct 2026 15:01 UTC searcher usage

payload

{
  "input_tokens": 5968,
  "output_tokens": 217,
  "total_tokens": 6185,
  "cached_tokens": 1152,
  "reasoning_tokens": 69,
  "cost_in_usd_ticks": 365100000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 1,
  "web_search_calls": 0,
  "x_search_calls": 1,
  "step": "search-0"
}

24 Oct 2026 15:01 UTC searcher usage

payload

{
  "input_tokens": 10059,
  "output_tokens": 399,
  "total_tokens": 10458,
  "cached_tokens": 1152,
  "reasoning_tokens": 315,
  "cost_in_usd_ticks": 207840000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "search-1"
}

24 Oct 2026 15:01 UTC searcher usage

payload

{
  "input_tokens": 12629,
  "output_tokens": 2478,
  "total_tokens": 15107,
  "cached_tokens": 9984,
  "reasoning_tokens": 1351,
  "cost_in_usd_ticks": 251500000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "search-2"
}

24 Oct 2026 15:01 UTC manager prefilter
payload
```
{
  "kept": 10
}
```

24 Oct 2026 15:04 UTC analyst slate

payload

{
  "count": 7,
  "quietDay": true,
  "quietNote": "Inbound candidates were mostly September recaps, a workshop listing, a vendor press release outside the window, and a tiny patch. Confirmed launches and evergreen how-tos fill the slate.",
  "rejections": [
    {
      "url": "https://x.com/i/status/2113756866300010520",
      "reason": "stale"
    },
    {
      "url": "https://www.microsoft.com/en-us/research/event/advancing-the-science-of-ai-agent-evaluation/",
      "reason": "low-signal"
    },
    {
      "url": "https://www.corti.ai/newsroom/corti-advances-execution-and-control-layer-for-complex-agentic-ai-systems-in-healthcare",
      "reason": "stale"
    },
    {
      "url": "https://techcommunity.microsoft.com/blog/azure-ai-foundry-blog/implementing-next-best-action-nba-in-foundry-with-microsoft-decision-1/4565653",
      "reason": "stale"
    },
    {
      "url": "https://x.com/i/status/2113577787026010403",
      "reason": "unverified"
    },
    {
      "url": "https://x.com/GoogleDeepMind/status/2113645959762575623",
      "reason": "low-signal"
    },
    {
      "url": "https://github.com/langchain-ai/langgraph/releases/tag/1.2.17",
      "reason": "low-signal"
    },
    {
      "url": "https://github.com/NousResearch/hermes-agent/blob/main/website/docs/getting-started/installation.md",
      "reason": "low-signal"
    }
  ],
  "unreported": 1
}

24 Oct 2026 15:04 UTC analyst usage

payload

{
  "input_tokens": 287517,
  "output_tokens": 16157,
  "total_tokens": 303674,
  "cached_tokens": 199808,
  "reasoning_tokens": 11266,
  "cost_in_usd_ticks": 9195280000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 28,
  "web_search_calls": 25,
  "x_search_calls": 3,
  "step": "analyze"
}

24 Oct 2026 15:06 UTC writer usage

payload

{
  "input_tokens": 3291,
  "output_tokens": 10146,
  "total_tokens": 13437,
  "cached_tokens": 1152,
  "reasoning_tokens": 9238,
  "cost_in_usd_ticks": 657300000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

24 Oct 2026 15:06 UTC writer usage

payload

{
  "input_tokens": 15139,
  "output_tokens": 10618,
  "total_tokens": 25757,
  "cached_tokens": 1152,
  "reasoning_tokens": 8750,
  "cost_in_usd_ticks": 922580000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

24 Oct 2026 15:07 UTC editor usage

payload

{
  "input_tokens": 3228,
  "output_tokens": 3788,
  "total_tokens": 7016,
  "cached_tokens": 1152,
  "reasoning_tokens": 3769,
  "cost_in_usd_ticks": 274560000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

24 Oct 2026 15:07 UTC writer published

payload

{
  "briefId": "hermes-0225",
  "slug": "hermes-agent-v0225-stable-patch",
  "section": "posts",
  "status": "published"
}

24 Oct 2026 15:07 UTC writer usage

payload

{
  "input_tokens": 5780,
  "output_tokens": 17617,
  "total_tokens": 23397,
  "cached_tokens": 1152,
  "reasoning_tokens": 15755,
  "cost_in_usd_ticks": 1155340000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

24 Oct 2026 15:08 UTC editor usage

payload

{
  "input_tokens": 16024,
  "output_tokens": 7597,
  "total_tokens": 23621,
  "cached_tokens": 1152,
  "reasoning_tokens": 7578,
  "cost_in_usd_ticks": 759020000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

24 Oct 2026 15:08 UTC writer usage

payload

{
  "input_tokens": 10194,
  "output_tokens": 15145,
  "total_tokens": 25339,
  "cached_tokens": 1152,
  "reasoning_tokens": 13288,
  "cost_in_usd_ticks": 1095300000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

24 Oct 2026 15:08 UTC writer published

payload

{
  "briefId": "tanstack-ai-10",
  "slug": "tanstack-ai-1-0-experimental-harness",
  "section": "posts",
  "status": "published"
}

24 Oct 2026 15:08 UTC writer usage

payload

{
  "input_tokens": 8740,
  "output_tokens": 23685,
  "total_tokens": 32425,
  "cached_tokens": 1152,
  "reasoning_tokens": 21803,
  "cost_in_usd_ticks": 1578620000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

24 Oct 2026 15:08 UTC writer usage

payload

{
  "input_tokens": 5385,
  "output_tokens": 18851,
  "total_tokens": 24236,
  "cached_tokens": 1152,
  "reasoning_tokens": 17082,
  "cost_in_usd_ticks": 1221480000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

24 Oct 2026 15:08 UTC writer usage

payload

{
  "input_tokens": 9430,
  "output_tokens": 19416,
  "total_tokens": 28846,
  "cached_tokens": 1920,
  "reasoning_tokens": 16684,
  "cost_in_usd_ticks": 1324760000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

24 Oct 2026 15:09 UTC editor usage

payload

{
  "input_tokens": 9680,
  "output_tokens": 4273,
  "total_tokens": 13953,
  "cached_tokens": 0,
  "reasoning_tokens": 4076,
  "cost_in_usd_ticks": 449980000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

24 Oct 2026 15:09 UTC editor usage

payload

{
  "input_tokens": 6558,
  "output_tokens": 9318,
  "total_tokens": 15876,
  "cached_tokens": 1152,
  "reasoning_tokens": 9299,
  "cost_in_usd_ticks": 672960000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

24 Oct 2026 15:09 UTC writer published

payload

{
  "briefId": "vals-provider-idx",
  "slug": "vals-inference-provider-index",
  "section": "posts",
  "status": "published"
}

24 Oct 2026 15:09 UTC writer usage

payload

{
  "input_tokens": 10789,
  "output_tokens": 3408,
  "total_tokens": 14197,
  "cached_tokens": 8704,
  "reasoning_tokens": 1531,
  "cost_in_usd_ticks": 289700000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

24 Oct 2026 15:09 UTC writer usage

payload

{
  "input_tokens": 7197,
  "output_tokens": 8565,
  "total_tokens": 15762,
  "cached_tokens": 5376,
  "reasoning_tokens": 6787,
  "cost_in_usd_ticks": 577200000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-rewrite-gate"
}

24 Oct 2026 15:10 UTC editor usage

payload

{
  "input_tokens": 9673,
  "output_tokens": 4379,
  "total_tokens": 14052,
  "cached_tokens": 0,
  "reasoning_tokens": 4253,
  "cost_in_usd_ticks": 456200000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge-again"
}

24 Oct 2026 15:10 UTC writer dropped

payload

{
  "briefId": "infinity-runtime",
  "slug": "aws-berkeley-infinity-agent-runtime",
  "section": "posts",
  "status": "dropped",
  "reason": "below 90 after revise score=86"
}

24 Oct 2026 15:10 UTC editor usage

payload

{
  "input_tokens": 7226,
  "output_tokens": 6794,
  "total_tokens": 14020,
  "cached_tokens": 1152,
  "reasoning_tokens": 6775,
  "cost_in_usd_ticks": 534880000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

24 Oct 2026 15:11 UTC writer published

payload

{
  "briefId": "howto-openhands",
  "slug": "how-to-start-an-openhands-cli-session",
  "section": "howtos",
  "status": "published"
}

24 Oct 2026 15:11 UTC writer usage

payload

{
  "input_tokens": 12110,
  "output_tokens": 19323,
  "total_tokens": 31433,
  "cached_tokens": 10112,
  "reasoning_tokens": 17419,
  "cost_in_usd_ticks": 1249900000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-rewrite-gate"
}

24 Oct 2026 15:11 UTC writer dropped

payload

{
  "briefId": "howto-mastra",
  "slug": "how-to-create-a-first-mastra-agent",
  "section": "howtos",
  "status": "dropped",
  "reason": "unsourced commands: @mastra/core/agent"
}

24 Oct 2026 15:11 UTC writer usage

payload

{
  "input_tokens": 12307,
  "output_tokens": 20598,
  "total_tokens": 32905,
  "cached_tokens": 9344,
  "reasoning_tokens": 17940,
  "cost_in_usd_ticks": 1341860000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-rewrite-gate"
}

24 Oct 2026 15:13 UTC editor usage

payload

{
  "input_tokens": 35199,
  "output_tokens": 11606,
  "total_tokens": 46805,
  "cached_tokens": 13312,
  "reasoning_tokens": 11186,
  "cost_in_usd_ticks": 1300660000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 2,
  "web_search_calls": 2,
  "x_search_calls": 0,
  "step": "record-judge"
}

24 Oct 2026 15:14 UTC writer usage

payload

{
  "input_tokens": 12418,
  "output_tokens": 7694,
  "total_tokens": 20112,
  "cached_tokens": 9344,
  "reasoning_tokens": 5265,
  "cost_in_usd_ticks": 569840000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

24 Oct 2026 15:16 UTC editor usage

payload

{
  "input_tokens": 11946,
  "output_tokens": 11193,
  "total_tokens": 23139,
  "cached_tokens": 1152,
  "reasoning_tokens": 10923,
  "cost_in_usd_ticks": 893220000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge-again"
}

24 Oct 2026 15:16 UTC writer dropped

payload

{
  "briefId": "howto-crewai-flow",
  "slug": "how-to-build-a-first-crewai-flow",
  "section": "howtos",
  "status": "dropped",
  "reason": "The how-to tells the reader to create src/latest_ai_flow/crews/content_crew/crew.jsonc and then withholds the object, even though that file is what defines the one task, Serper researcher assignment, "
}

24 Oct 2026 15:16 UTC social posted

payload

{
  "status": "posted",
  "tweetIds": [
    "2114013243261981087"
  ]
}

24 Oct 2026 15:16 UTC social usage

payload

{
  "input_tokens": 1568,
  "output_tokens": 2982,
  "total_tokens": 4550,
  "cached_tokens": 1152,
  "reasoning_tokens": 2918,
  "cost_in_usd_ticks": 193000000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "social"
}

24 Oct 2026 15:16 UTC manager closed

payload

{
  "status": "success",
  "source": "cron",
  "searched": 10,
  "filtered": 10,
  "briefs": 7,
  "published": 4,
  "social": {
    "status": "posted",
    "tweetIds": [
      "2114013243261981087"
    ]
  },
  "outcomes": [
    {
      "briefId": "tanstack-ai-10",
      "slug": "tanstack-ai-1-0-experimental-harness",
      "section": "posts",
      "status": "published"
    },
    {
      "briefId": "hermes-0225",
      "slug": "hermes-agent-v0225-stable-patch",
      "section": "posts",
      "status": "published"
    },
    {
      "briefId": "infinity-runtime",
      "slug": "aws-berkeley-infinity-agent-runtime",
      "section": "posts",
      "status": "dropped",
      "reason": "below 90 after revise score=86"
    },
    {
      "briefId": "vals-provider-idx",
      "slug": "vals-inference-provider-index",
      "section": "posts",
      "status": "published"
    },
    {
      "briefId": "howto-openhands",
      "slug": "how-to-start-an-openhands-cli-session",
      "section": "howtos",
      "status": "published"
    },
    {
      "briefId": "howto-crewai-flow",
      "slug": "how-to-build-a-first-crewai-flow",
      "section": "howtos",
      "status": "dropped",
      "reason": "The how-to tells the reader to create src/latest_ai_flow/crews/content_crew/crew.jsonc and then withholds the object, even though that file is what defines the one task, Serper researcher assignment, "
    },
    {
      "briefId": "howto-mastra",
      "slug": "how-to-create-a-first-mastra-agent",
      "section": "howtos",
      "status": "dropped",
      "reason": "unsourced commands: @mastra/core/agent"
    }
  ]
}

24 Oct 2026 15:16 UTC manager exported

payload

{
  "logKey": "runs/subagentic-20261024-0800/daily_log.md",
  "githubUrl": "https://github.com/subagentic/subagentic-ai-transparency/blob/main/daily_log_2026-10-24.md"
}

24 Oct 2026 15:16 UTC manager emailed

payload

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