Run log

subagentic-20260928-2000

success started 29 Sep 2026 03:00 UTC finished 29 Sep 2026 03:42 UTC 5 articles

All runs · How a run works · GitHub daily log

Published

NVIDIA opens an agent safety stack with OpenShell and Sentry News · 29 Sep 2026
Claude Sonnet 5.5 ships as the faster everyday model News · 29 Sep 2026
How to build and hillclimb evals with the Claude API skill How-Tos · 29 Sep 2026
Call Grok 4.7 on Bedrock with us.xai.grok-4.7 or global.xai.grok-4.7 News · 29 Sep 2026
Antigravity plugins now ship custom agents News · 29 Sep 2026

Events

29 Sep 2026 03:00 UTC manager opened

payload

{
  "runId": "subagentic-20260928-2000"
}

29 Sep 2026 03:00 UTC manager trigger

payload

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

29 Sep 2026 03:03 UTC searcher candidates
payload
```
{
  "count": 9,
  "lightDay": true
}
```

29 Sep 2026 03:03 UTC searcher usage

payload

{
  "input_tokens": 6141,
  "output_tokens": 376,
  "total_tokens": 6517,
  "cached_tokens": 1152,
  "reasoning_tokens": 204,
  "cost_in_usd_ticks": 378100000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 1,
  "web_search_calls": 0,
  "x_search_calls": 1,
  "step": "search-0"
}

29 Sep 2026 03:03 UTC searcher usage

payload

{
  "input_tokens": 9857,
  "output_tokens": 1052,
  "total_tokens": 10909,
  "cached_tokens": 1152,
  "reasoning_tokens": 959,
  "cost_in_usd_ticks": 242980000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "search-1"
}

29 Sep 2026 03:03 UTC searcher usage

payload

{
  "input_tokens": 12792,
  "output_tokens": 7944,
  "total_tokens": 20736,
  "cached_tokens": 1152,
  "reasoning_tokens": 6897,
  "cost_in_usd_ticks": 715200000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "search-2"
}

29 Sep 2026 03:03 UTC manager prefilter
payload
```
{
  "kept": 9
}
```

29 Sep 2026 03:05 UTC analyst slate

payload

{
  "count": 5,
  "quietDay": false,
  "rejections": [
    {
      "url": "https://openai.com/index/basis-tax-workbook-with-astra",
      "reason": "promotional"
    },
    {
      "url": "https://x.com/i/status/2104739495895781679",
      "reason": "low-signal"
    },
    {
      "url": "https://x.com/i/status/2104706256284065845",
      "reason": "duplicate"
    }
  ],
  "unreported": 1
}

29 Sep 2026 03:05 UTC analyst usage

payload

{
  "input_tokens": 137384,
  "output_tokens": 11722,
  "total_tokens": 149106,
  "cached_tokens": 55552,
  "reasoning_tokens": 7747,
  "cost_in_usd_ticks": 4317720000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 18,
  "web_search_calls": 15,
  "x_search_calls": 3,
  "step": "analyze"
}

29 Sep 2026 03:06 UTC writer usage

payload

{
  "input_tokens": 5164,
  "output_tokens": 5972,
  "total_tokens": 11136,
  "cached_tokens": 1152,
  "reasoning_tokens": 5163,
  "cost_in_usd_ticks": 444320000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

29 Sep 2026 03:08 UTC editor usage

payload

{
  "input_tokens": 4998,
  "output_tokens": 4832,
  "total_tokens": 9830,
  "cached_tokens": 1152,
  "reasoning_tokens": 4603,
  "cost_in_usd_ticks": 372600000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

29 Sep 2026 03:08 UTC writer dropped

payload

{
  "briefId": "openai-aus-response",
  "slug": "openai-australia-agent-response",
  "section": "posts",
  "status": "dropped",
  "reason": "'OpenAI told Reuters' is stronger than the fetched prose, which only says OpenAI said the models accessed the systems; it does not establish that the company told Reuters directly.; 'Those points may "
}

29 Sep 2026 03:08 UTC writer usage

payload

{
  "input_tokens": 18320,
  "output_tokens": 13467,
  "total_tokens": 31787,
  "cached_tokens": 1152,
  "reasoning_tokens": 11036,
  "cost_in_usd_ticks": 1157140000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

29 Sep 2026 03:09 UTC writer usage

payload

{
  "input_tokens": 17529,
  "output_tokens": 17245,
  "total_tokens": 34774,
  "cached_tokens": 1152,
  "reasoning_tokens": 15619,
  "cost_in_usd_ticks": 1368000000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

29 Sep 2026 03:10 UTC editor usage

payload

{
  "input_tokens": 18038,
  "output_tokens": 6227,
  "total_tokens": 24265,
  "cached_tokens": 1152,
  "reasoning_tokens": 6208,
  "cost_in_usd_ticks": 717100000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

29 Sep 2026 03:10 UTC writer published

payload

{
  "briefId": "nvidia-oas-platform",
  "slug": "nvidia-open-agent-safety-platform",
  "section": "posts",
  "status": "published"
}

29 Sep 2026 03:10 UTC editor usage

payload

{
  "input_tokens": 19360,
  "output_tokens": 11408,
  "total_tokens": 30768,
  "cached_tokens": 1152,
  "reasoning_tokens": 11389,
  "cost_in_usd_ticks": 1054400000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

29 Sep 2026 03:11 UTC writer published

payload

{
  "briefId": "sonnet-55-ships",
  "slug": "claude-sonnet-5-5-launch",
  "section": "posts",
  "status": "published"
}

29 Sep 2026 03:11 UTC writer usage

payload

{
  "input_tokens": 8260,
  "output_tokens": 31555,
  "total_tokens": 39815,
  "cached_tokens": 1152,
  "reasoning_tokens": 29802,
  "cost_in_usd_ticks": 2041220000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

29 Sep 2026 03:13 UTC editor usage

payload

{
  "input_tokens": 28453,
  "output_tokens": 9973,
  "total_tokens": 38426,
  "cached_tokens": 11136,
  "reasoning_tokens": 9567,
  "cost_in_usd_ticks": 1100400000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 2,
  "web_search_calls": 2,
  "x_search_calls": 0,
  "step": "record-judge"
}

29 Sep 2026 03:14 UTC writer usage

payload

{
  "input_tokens": 10357,
  "output_tokens": 5970,
  "total_tokens": 16327,
  "cached_tokens": 8192,
  "reasoning_tokens": 4171,
  "cost_in_usd_ticks": 442460000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

29 Sep 2026 03:15 UTC writer usage

payload

{
  "input_tokens": 17015,
  "output_tokens": 50450,
  "total_tokens": 67465,
  "cached_tokens": 1152,
  "reasoning_tokens": 46752,
  "cost_in_usd_ticks": 3350020000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

29 Sep 2026 03:16 UTC editor usage

payload

{
  "input_tokens": 24782,
  "output_tokens": 7806,
  "total_tokens": 32588,
  "cached_tokens": 2304,
  "reasoning_tokens": 7726,
  "cost_in_usd_ticks": 1029440000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 2,
  "web_search_calls": 2,
  "x_search_calls": 0,
  "step": "record-judge-again"
}

29 Sep 2026 03:16 UTC writer published

payload

{
  "briefId": "howto-eval-climb",
  "slug": "claude-api-eval-hillclimb",
  "section": "howtos",
  "status": "published"
}

29 Sep 2026 03:22 UTC writer usage

payload

{
  "input_tokens": 20825,
  "output_tokens": 46695,
  "total_tokens": 67520,
  "cached_tokens": 1152,
  "reasoning_tokens": 43687,
  "cost_in_usd_ticks": 3200920000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-rewrite-gate"
}

29 Sep 2026 03:25 UTC editor usage

payload

{
  "input_tokens": 19904,
  "output_tokens": 13709,
  "total_tokens": 33613,
  "cached_tokens": 1152,
  "reasoning_tokens": 13194,
  "cost_in_usd_ticks": 1203340000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

29 Sep 2026 03:29 UTC writer usage

payload

{
  "input_tokens": 20538,
  "output_tokens": 26656,
  "total_tokens": 47194,
  "cached_tokens": 1152,
  "reasoning_tokens": 23127,
  "cost_in_usd_ticks": 1992840000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

29 Sep 2026 03:29 UTC writer dropped

payload

{
  "briefId": "howto-sonnet-55",
  "slug": "migrate-to-claude-sonnet-5-5",
  "section": "howtos",
  "status": "dropped",
  "reason": "word count 1730 outside 500-1600"
}

29 Sep 2026 03:32 UTC searcher replenishment
payload
```
{
  "count": 7,
  "kept": 7,
  "remaining": 2
}
```

29 Sep 2026 03:32 UTC searcher usage

payload

{
  "input_tokens": 6876,
  "output_tokens": 919,
  "total_tokens": 7795,
  "cached_tokens": 1152,
  "reasoning_tokens": 758,
  "cost_in_usd_ticks": 475380000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 1,
  "web_search_calls": 0,
  "x_search_calls": 1,
  "step": "replenish-search-0"
}

29 Sep 2026 03:32 UTC searcher usage

payload

{
  "input_tokens": 10807,
  "output_tokens": 254,
  "total_tokens": 11061,
  "cached_tokens": 1152,
  "reasoning_tokens": 128,
  "cost_in_usd_ticks": 214100000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "replenish-search-1"
}

29 Sep 2026 03:32 UTC searcher usage

payload

{
  "input_tokens": 14254,
  "output_tokens": 11459,
  "total_tokens": 25713,
  "cached_tokens": 10752,
  "reasoning_tokens": 10726,
  "cost_in_usd_ticks": 811340000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "replenish-search-2"
}

29 Sep 2026 03:33 UTC analyst replenishment

payload

{
  "count": 2,
  "rejections": [
    {
      "url": "https://x.com/LangChain/status/2104601513981100295",
      "reason": "stale"
    },
    {
      "url": "https://siliconangle.com/2026/09/27/aws-cloudwatch-omni-goes-after-the-hardest-question-in-agentic-ai-why-did-the-agent-do-that/",
      "reason": "stale"
    },
    {
      "url": "https://x.com/i/status/2104369328430928334",
      "reason": "low-signal"
    },
    {
      "url": "https://northflank.com/blog/how-to-run-coding-agents-in-the-cloud",
      "reason": "promotional"
    },
    {
      "url": "https://composio.dev/toolkits/webflow/framework/grok-bot",
      "reason": "promotional"
    }
  ]
}

29 Sep 2026 03:33 UTC analyst usage

payload

{
  "input_tokens": 87437,
  "output_tokens": 6726,
  "total_tokens": 94163,
  "cached_tokens": 9984,
  "reasoning_tokens": 4785,
  "cost_in_usd_ticks": 2702540000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 12,
  "web_search_calls": 9,
  "x_search_calls": 3,
  "step": "replenish-analyze"
}

29 Sep 2026 03:36 UTC writer usage

payload

{
  "input_tokens": 19086,
  "output_tokens": 11523,
  "total_tokens": 30609,
  "cached_tokens": 1152,
  "reasoning_tokens": 9773,
  "cost_in_usd_ticks": 1055820000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

29 Sep 2026 03:37 UTC writer usage

payload

{
  "input_tokens": 11322,
  "output_tokens": 20468,
  "total_tokens": 31790,
  "cached_tokens": 1152,
  "reasoning_tokens": 19547,
  "cost_in_usd_ticks": 1437240000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

29 Sep 2026 03:38 UTC editor usage

payload

{
  "input_tokens": 19638,
  "output_tokens": 9285,
  "total_tokens": 28923,
  "cached_tokens": 1152,
  "reasoning_tokens": 9079,
  "cost_in_usd_ticks": 932580000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

29 Sep 2026 03:38 UTC writer usage

payload

{
  "input_tokens": 21048,
  "output_tokens": 3792,
  "total_tokens": 24840,
  "cached_tokens": 19072,
  "reasoning_tokens": 2015,
  "cost_in_usd_ticks": 362400000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

29 Sep 2026 03:39 UTC editor usage

payload

{
  "input_tokens": 11259,
  "output_tokens": 8092,
  "total_tokens": 19351,
  "cached_tokens": 1152,
  "reasoning_tokens": 7861,
  "cost_in_usd_ticks": 693420000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

29 Sep 2026 03:40 UTC writer usage

payload

{
  "input_tokens": 12477,
  "output_tokens": 4781,
  "total_tokens": 17258,
  "cached_tokens": 1152,
  "reasoning_tokens": 3809,
  "cost_in_usd_ticks": 519120000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

29 Sep 2026 03:40 UTC editor usage

payload

{
  "input_tokens": 19664,
  "output_tokens": 8722,
  "total_tokens": 28386,
  "cached_tokens": 1152,
  "reasoning_tokens": 8703,
  "cost_in_usd_ticks": 899320000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge-again"
}

29 Sep 2026 03:41 UTC writer published

payload

{
  "briefId": "r2-1",
  "slug": "grok-4-7-amazon-bedrock",
  "section": "posts",
  "status": "published"
}

29 Sep 2026 03:41 UTC editor usage

payload

{
  "input_tokens": 11309,
  "output_tokens": 6665,
  "total_tokens": 17974,
  "cached_tokens": 1152,
  "reasoning_tokens": 6646,
  "cost_in_usd_ticks": 608800000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge-again"
}

29 Sep 2026 03:42 UTC writer published

payload

{
  "briefId": "r2-0",
  "slug": "antigravity-plugins-ship-custom-agents",
  "section": "posts",
  "status": "published"
}

29 Sep 2026 03:42 UTC social posted

payload

{
  "status": "posted",
  "tweetIds": [
    "2104778844037132371"
  ]
}

29 Sep 2026 03:42 UTC social usage

payload

{
  "input_tokens": 1590,
  "output_tokens": 2388,
  "total_tokens": 3978,
  "cached_tokens": 1152,
  "reasoning_tokens": 2321,
  "cost_in_usd_ticks": 157800000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "social"
}

29 Sep 2026 03:42 UTC manager closed

payload

{
  "status": "success",
  "source": "cron",
  "searched": 16,
  "filtered": 16,
  "briefs": 7,
  "replenished": 2,
  "published": 5,
  "social": {
    "status": "posted",
    "tweetIds": [
      "2104778844037132371"
    ]
  },
  "outcomes": [
    {
      "briefId": "sonnet-55-ships",
      "slug": "claude-sonnet-5-5-launch",
      "section": "posts",
      "status": "published"
    },
    {
      "briefId": "howto-sonnet-55",
      "slug": "migrate-to-claude-sonnet-5-5",
      "section": "howtos",
      "status": "dropped",
      "reason": "word count 1730 outside 500-1600"
    },
    {
      "briefId": "nvidia-oas-platform",
      "slug": "nvidia-open-agent-safety-platform",
      "section": "posts",
      "status": "published"
    },
    {
      "briefId": "openai-aus-response",
      "slug": "openai-australia-agent-response",
      "section": "posts",
      "status": "dropped",
      "reason": "'OpenAI told Reuters' is stronger than the fetched prose, which only says OpenAI said the models accessed the systems; it does not establish that the company told Reuters directly.; 'Those points may "
    },
    {
      "briefId": "howto-eval-climb",
      "slug": "claude-api-eval-hillclimb",
      "section": "howtos",
      "status": "published"
    },
    {
      "briefId": "r2-0",
      "slug": "antigravity-plugins-ship-custom-agents",
      "section": "posts",
      "status": "published"
    },
    {
      "briefId": "r2-1",
      "slug": "grok-4-7-amazon-bedrock",
      "section": "posts",
      "status": "published"
    }
  ]
}

29 Sep 2026 03:42 UTC manager exported

payload

{
  "logKey": "runs/subagentic-20260928-2000/daily_log.md",
  "githubUrl": "https://github.com/subagentic/subagentic-ai-transparency/blob/main/daily_log_2026-09-28.md"
}

29 Sep 2026 03:42 UTC manager emailed

payload

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