Run log

subagentic-20261002-2000

success started 3 Oct 2026 03:00 UTC finished 3 Oct 2026 03:15 UTC 5 articles

All runs · How a run works · GitHub daily log

Published

Claude Code 2.1.288 adds a mods selection API and a built-in gh api News · 3 Oct 2026
How to run a first agent with the Cloudflare Agents starter How-Tos · 3 Oct 2026
How to pick a GPT-6 model and keep a long agent run on track How-Tos · 3 Oct 2026
How to create and run a first agent with Google ADK for Python How-Tos · 3 Oct 2026
Muse Gadgets opens ESP32 and Linux SDKs for DIY hardware News · 3 Oct 2026

Events

3 Oct 2026 03:00 UTC manager opened

payload

{
  "runId": "subagentic-20261002-2000"
}

3 Oct 2026 03:00 UTC manager trigger

payload

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

3 Oct 2026 03:01 UTC searcher candidates
payload
```
{
  "count": 10,
  "lightDay": false
}
```

3 Oct 2026 03:01 UTC searcher usage

payload

{
  "input_tokens": 6140,
  "output_tokens": 481,
  "total_tokens": 6621,
  "cached_tokens": 1152,
  "reasoning_tokens": 343,
  "cost_in_usd_ticks": 334380000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 1,
  "web_search_calls": 0,
  "x_search_calls": 1,
  "step": "search-0"
}

3 Oct 2026 03:01 UTC searcher usage

payload

{
  "input_tokens": 11078,
  "output_tokens": 128,
  "total_tokens": 11206,
  "cached_tokens": 1152,
  "reasoning_tokens": 31,
  "cost_in_usd_ticks": 211960000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "search-1"
}

3 Oct 2026 03:01 UTC searcher usage

payload

{
  "input_tokens": 12831,
  "output_tokens": 2109,
  "total_tokens": 14940,
  "cached_tokens": 11008,
  "reasoning_tokens": 1135,
  "cost_in_usd_ticks": 218040000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "search-2"
}

3 Oct 2026 03:01 UTC manager prefilter
payload
```
{
  "kept": 10
}
```

3 Oct 2026 03:04 UTC analyst slate

payload

{
  "count": 7,
  "quietDay": false,
  "rejections": [
    {
      "url": "https://openai.com/index/chatham-financial",
      "reason": "promotional"
    },
    {
      "url": "https://huggingface.co/blog/agent-glossary",
      "reason": "stale"
    },
    {
      "url": "https://x.com/karpathy/status/2105819303471976479",
      "reason": "low-signal"
    },
    {
      "url": "https://x.com/midudev/status/2106038403733098713",
      "reason": "low-signal"
    }
  ],
  "unreported": 0
}

3 Oct 2026 03:04 UTC analyst usage

payload

{
  "input_tokens": 201833,
  "output_tokens": 14873,
  "total_tokens": 216706,
  "cached_tokens": 135168,
  "reasoning_tokens": 9209,
  "cost_in_usd_ticks": 7403040000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 24,
  "web_search_calls": 20,
  "x_search_calls": 4,
  "step": "analyze"
}

3 Oct 2026 03:06 UTC writer usage

payload

{
  "input_tokens": 5557,
  "output_tokens": 10287,
  "total_tokens": 15844,
  "cached_tokens": 1152,
  "reasoning_tokens": 9483,
  "cost_in_usd_ticks": 711080000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

3 Oct 2026 03:07 UTC writer usage

payload

{
  "input_tokens": 4387,
  "output_tokens": 12589,
  "total_tokens": 16976,
  "cached_tokens": 1152,
  "reasoning_tokens": 10937,
  "cost_in_usd_ticks": 825800000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

3 Oct 2026 03:07 UTC writer usage

payload

{
  "input_tokens": 8034,
  "output_tokens": 13691,
  "total_tokens": 21725,
  "cached_tokens": 1664,
  "reasoning_tokens": 12683,
  "cost_in_usd_ticks": 957180000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

3 Oct 2026 03:07 UTC writer usage

payload

{
  "input_tokens": 5221,
  "output_tokens": 14528,
  "total_tokens": 19749,
  "cached_tokens": 1152,
  "reasoning_tokens": 12437,
  "cost_in_usd_ticks": 958820000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

3 Oct 2026 03:07 UTC editor usage

payload

{
  "input_tokens": 5401,
  "output_tokens": 4142,
  "total_tokens": 9543,
  "cached_tokens": 1152,
  "reasoning_tokens": 4123,
  "cost_in_usd_ticks": 339260000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

3 Oct 2026 03:07 UTC writer usage

payload

{
  "input_tokens": 6254,
  "output_tokens": 15901,
  "total_tokens": 22155,
  "cached_tokens": 1664,
  "reasoning_tokens": 14200,
  "cost_in_usd_ticks": 1054180000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

3 Oct 2026 03:07 UTC writer published

payload

{
  "briefId": "cc-2188-gh-mods",
  "slug": "claude-code-2-1-288",
  "section": "posts",
  "status": "published"
}

3 Oct 2026 03:08 UTC writer usage

payload

{
  "input_tokens": 7185,
  "output_tokens": 17298,
  "total_tokens": 24483,
  "cached_tokens": 1152,
  "reasoning_tokens": 15394,
  "cost_in_usd_ticks": 1164300000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

3 Oct 2026 03:08 UTC writer usage

payload

{
  "input_tokens": 7372,
  "output_tokens": 4935,
  "total_tokens": 12307,
  "cached_tokens": 1152,
  "reasoning_tokens": 2843,
  "cost_in_usd_ticks": 426260000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-rewrite-gate"
}

3 Oct 2026 03:08 UTC writer usage

payload

{
  "input_tokens": 15524,
  "output_tokens": 20685,
  "total_tokens": 36209,
  "cached_tokens": 1152,
  "reasoning_tokens": 18414,
  "cost_in_usd_ticks": 1534300000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

3 Oct 2026 03:08 UTC editor usage

payload

{
  "input_tokens": 34143,
  "output_tokens": 8600,
  "total_tokens": 42743,
  "cached_tokens": 18048,
  "reasoning_tokens": 8495,
  "cost_in_usd_ticks": 1078140000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 3,
  "web_search_calls": 3,
  "x_search_calls": 0,
  "step": "record-judge"
}

3 Oct 2026 03:08 UTC editor usage

payload

{
  "input_tokens": 6724,
  "output_tokens": 6044,
  "total_tokens": 12768,
  "cached_tokens": 1536,
  "reasoning_tokens": 5854,
  "cost_in_usd_ticks": 474080000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

3 Oct 2026 03:09 UTC writer published

payload

{
  "briefId": "cf-agents-starter",
  "slug": "cloudflare-agents-starter",
  "section": "howtos",
  "status": "published"
}

3 Oct 2026 03:09 UTC writer usage

payload

{
  "input_tokens": 8093,
  "output_tokens": 4448,
  "total_tokens": 12541,
  "cached_tokens": 6144,
  "reasoning_tokens": 2748,
  "cost_in_usd_ticks": 336580000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

3 Oct 2026 03:09 UTC editor usage

payload

{
  "input_tokens": 7835,
  "output_tokens": 9885,
  "total_tokens": 17720,
  "cached_tokens": 1152,
  "reasoning_tokens": 9687,
  "cost_in_usd_ticks": 732520000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

3 Oct 2026 03:10 UTC editor usage

payload

{
  "input_tokens": 17636,
  "output_tokens": 8791,
  "total_tokens": 26427,
  "cached_tokens": 2688,
  "reasoning_tokens": 8772,
  "cost_in_usd_ticks": 839860000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

3 Oct 2026 03:10 UTC editor usage

payload

{
  "input_tokens": 7636,
  "output_tokens": 8947,
  "total_tokens": 16583,
  "cached_tokens": 1536,
  "reasoning_tokens": 8503,
  "cost_in_usd_ticks": 666500000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

3 Oct 2026 03:10 UTC editor usage

payload

{
  "input_tokens": 7382,
  "output_tokens": 11269,
  "total_tokens": 18651,
  "cached_tokens": 1152,
  "reasoning_tokens": 11250,
  "cost_in_usd_ticks": 806500000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

3 Oct 2026 03:10 UTC writer published

payload

{
  "briefId": "gpt6-family-guide",
  "slug": "gpt-6-family-production-guide",
  "section": "howtos",
  "status": "published"
}

3 Oct 2026 03:10 UTC writer published

payload

{
  "briefId": "adk-python-first",
  "slug": "google-adk-python-quickstart",
  "section": "howtos",
  "status": "published"
}

3 Oct 2026 03:10 UTC writer usage

payload

{
  "input_tokens": 9244,
  "output_tokens": 4748,
  "total_tokens": 13992,
  "cached_tokens": 1152,
  "reasoning_tokens": 3769,
  "cost_in_usd_ticks": 452480000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

3 Oct 2026 03:11 UTC editor usage

payload

{
  "input_tokens": 6722,
  "output_tokens": 6469,
  "total_tokens": 13191,
  "cached_tokens": 1536,
  "reasoning_tokens": 6298,
  "cost_in_usd_ticks": 499540000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge-again"
}

3 Oct 2026 03:11 UTC writer dropped

payload

{
  "briefId": "t3-orch-v2",
  "slug": "t3-code-orchestrator-v2",
  "section": "posts",
  "status": "dropped",
  "reason": "The Android and iOS beta instructions are in the nightly notes, but the draft leaves all three destinations as empty code spans, so the upgrade next-step does not carry the sourced links."
}

3 Oct 2026 03:12 UTC editor usage

payload

{
  "input_tokens": 7805,
  "output_tokens": 8044,
  "total_tokens": 15849,
  "cached_tokens": 1536,
  "reasoning_tokens": 8025,
  "cost_in_usd_ticks": 615700000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge-again"
}

3 Oct 2026 03:12 UTC writer usage

payload

{
  "input_tokens": 9542,
  "output_tokens": 15294,
  "total_tokens": 24836,
  "cached_tokens": 1152,
  "reasoning_tokens": 13404,
  "cost_in_usd_ticks": 1091200000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

3 Oct 2026 03:12 UTC writer published

payload

{
  "briefId": "muse-gadgets",
  "slug": "muse-gadgets-open-hardware",
  "section": "posts",
  "status": "published"
}

3 Oct 2026 03:14 UTC editor usage

payload

{
  "input_tokens": 7604,
  "output_tokens": 8841,
  "total_tokens": 16445,
  "cached_tokens": 1536,
  "reasoning_tokens": 8481,
  "cost_in_usd_ticks": 659500000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge-again"
}

3 Oct 2026 03:14 UTC writer dropped

payload

{
  "briefId": "multi-harness-rl",
  "slug": "hf-multi-harness-rl-guide",
  "section": "posts",
  "status": "dropped",
  "reason": "'The card's article URL is ``' is false. The card links the article at https://huggingface.co/spaces/AdithyaSK/multi-harness-rl.; 'how training attached to each harness are not in the fetched sources'"
}

3 Oct 2026 03:15 UTC social posted

payload

{
  "status": "posted",
  "tweetIds": [
    "2106221493814272511"
  ]
}

3 Oct 2026 03:15 UTC social usage

payload

{
  "input_tokens": 1585,
  "output_tokens": 1247,
  "total_tokens": 2832,
  "cached_tokens": 1152,
  "reasoning_tokens": 1188,
  "cost_in_usd_ticks": 89240000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "social"
}

3 Oct 2026 03:15 UTC manager closed

payload

{
  "status": "success",
  "source": "cron",
  "searched": 10,
  "filtered": 10,
  "briefs": 7,
  "published": 5,
  "social": {
    "status": "posted",
    "tweetIds": [
      "2106221493814272511"
    ]
  },
  "outcomes": [
    {
      "briefId": "muse-gadgets",
      "slug": "muse-gadgets-open-hardware",
      "section": "posts",
      "status": "published"
    },
    {
      "briefId": "t3-orch-v2",
      "slug": "t3-code-orchestrator-v2",
      "section": "posts",
      "status": "dropped",
      "reason": "The Android and iOS beta instructions are in the nightly notes, but the draft leaves all three destinations as empty code spans, so the upgrade next-step does not carry the sourced links."
    },
    {
      "briefId": "multi-harness-rl",
      "slug": "hf-multi-harness-rl-guide",
      "section": "posts",
      "status": "dropped",
      "reason": "'The card's article URL is ``' is false. The card links the article at https://huggingface.co/spaces/AdithyaSK/multi-harness-rl.; 'how training attached to each harness are not in the fetched sources'"
    },
    {
      "briefId": "cc-2188-gh-mods",
      "slug": "claude-code-2-1-288",
      "section": "posts",
      "status": "published"
    },
    {
      "briefId": "gpt6-family-guide",
      "slug": "gpt-6-family-production-guide",
      "section": "howtos",
      "status": "published"
    },
    {
      "briefId": "adk-python-first",
      "slug": "google-adk-python-quickstart",
      "section": "howtos",
      "status": "published"
    },
    {
      "briefId": "cf-agents-starter",
      "slug": "cloudflare-agents-starter",
      "section": "howtos",
      "status": "published"
    }
  ]
}

3 Oct 2026 03:15 UTC manager exported

payload

{
  "logKey": "runs/subagentic-20261002-2000/daily_log.md",
  "githubUrl": "https://github.com/subagentic/subagentic-ai-transparency/blob/main/daily_log_2026-10-02.md"
}

3 Oct 2026 03:15 UTC manager emailed

payload

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