Run log

subagentic-20260827-2000

success started 28 Aug 2026 03:00 UTC finished 28 Aug 2026 03:12 UTC 3 articles

All runs · How a run works · GitHub daily log

Published

Claude Code 2.1.248 adds --restricted mode and cache TTL controls News · 28 Aug 2026
Anthropic opens Model Hardware Standard research preview for physical agents News · 28 Aug 2026
GitHub publishes video interview with OpenClaw maintainers on growth and security News · 28 Aug 2026

Events

28 Aug 2026 03:00 UTC manager opened

payload

{
  "runId": "subagentic-20260827-2000"
}

28 Aug 2026 03:00 UTC manager trigger

payload

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

28 Aug 2026 03:02 UTC searcher candidates
payload
```
{
  "count": 10,
  "lightDay": false
}
```

28 Aug 2026 03:02 UTC searcher usage

payload

{
  "input_tokens": 5587,
  "output_tokens": 832,
  "total_tokens": 6419,
  "cached_tokens": 0,
  "reasoning_tokens": 633,
  "cost_in_usd_ticks": 211660000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 1,
  "web_search_calls": 0,
  "x_search_calls": 1,
  "step": "search-0"
}

28 Aug 2026 03:02 UTC searcher usage

payload

{
  "input_tokens": 11830,
  "output_tokens": 3495,
  "total_tokens": 15325,
  "cached_tokens": 512,
  "reasoning_tokens": 2392,
  "cost_in_usd_ticks": 438620000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "search-1"
}

28 Aug 2026 03:02 UTC manager prefilter
payload
```
{
  "kept": 10
}
```
28 Aug 2026 03:04 UTC analyst slate
payload
```
{
  "count": 4,
  "quietDay": false
}
```

28 Aug 2026 03:04 UTC analyst usage

payload

{
  "input_tokens": 70536,
  "output_tokens": 7037,
  "total_tokens": 77573,
  "cached_tokens": 27520,
  "reasoning_tokens": 4949,
  "cost_in_usd_ticks": 2020140000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 12,
  "web_search_calls": 8,
  "x_search_calls": 4,
  "step": "analyze"
}

28 Aug 2026 03:05 UTC writer usage

payload

{
  "input_tokens": 19481,
  "output_tokens": 5464,
  "total_tokens": 24945,
  "cached_tokens": 512,
  "reasoning_tokens": 3704,
  "cost_in_usd_ticks": 709780000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

28 Aug 2026 03:05 UTC writer usage

payload

{
  "input_tokens": 5788,
  "output_tokens": 5820,
  "total_tokens": 11608,
  "cached_tokens": 512,
  "reasoning_tokens": 3915,
  "cost_in_usd_ticks": 457280000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

28 Aug 2026 03:06 UTC writer usage

payload

{
  "input_tokens": 6138,
  "output_tokens": 8847,
  "total_tokens": 14985,
  "cached_tokens": 512,
  "reasoning_tokens": 7298,
  "cost_in_usd_ticks": 645900000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

28 Aug 2026 03:06 UTC editor usage

payload

{
  "input_tokens": 20239,
  "output_tokens": 3850,
  "total_tokens": 24089,
  "cached_tokens": 512,
  "reasoning_tokens": 3831,
  "cost_in_usd_ticks": 628100000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

28 Aug 2026 03:06 UTC writer usage

payload

{
  "input_tokens": 14820,
  "output_tokens": 10153,
  "total_tokens": 24973,
  "cached_tokens": 512,
  "reasoning_tokens": 8435,
  "cost_in_usd_ticks": 897900000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

28 Aug 2026 03:07 UTC editor usage

payload

{
  "input_tokens": 6946,
  "output_tokens": 3148,
  "total_tokens": 10094,
  "cached_tokens": 512,
  "reasoning_tokens": 2958,
  "cost_in_usd_ticks": 320120000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

28 Aug 2026 03:07 UTC editor usage

payload

{
  "input_tokens": 6939,
  "output_tokens": 6238,
  "total_tokens": 13177,
  "cached_tokens": 512,
  "reasoning_tokens": 6098,
  "cost_in_usd_ticks": 505380000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

28 Aug 2026 03:07 UTC editor usage

payload

{
  "input_tokens": 15309,
  "output_tokens": 3286,
  "total_tokens": 18595,
  "cached_tokens": 512,
  "reasoning_tokens": 3267,
  "cost_in_usd_ticks": 495660000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

28 Aug 2026 03:08 UTC writer published

payload

{
  "briefId": "cc-21248-restricted",
  "slug": "claude-code-2-1-248-restricted-mode",
  "section": "posts",
  "status": "published"
}

28 Aug 2026 03:08 UTC writer published

payload

{
  "briefId": "mhs-research-preview",
  "slug": "anthropic-model-hardware-standard-preview",
  "section": "posts",
  "status": "published"
}

28 Aug 2026 03:08 UTC writer usage

payload

{
  "input_tokens": 2828,
  "output_tokens": 6155,
  "total_tokens": 8983,
  "cached_tokens": 512,
  "reasoning_tokens": 4587,
  "cost_in_usd_ticks": 418180000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

28 Aug 2026 03:10 UTC editor usage

payload

{
  "input_tokens": 6956,
  "output_tokens": 4753,
  "total_tokens": 11709,
  "cached_tokens": 512,
  "reasoning_tokens": 4734,
  "cost_in_usd_ticks": 416620000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge-again"
}

28 Aug 2026 03:10 UTC writer usage

payload

{
  "input_tokens": 3140,
  "output_tokens": 13786,
  "total_tokens": 16926,
  "cached_tokens": 512,
  "reasoning_tokens": 11910,
  "cost_in_usd_ticks": 882280000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

28 Aug 2026 03:11 UTC writer published

payload

{
  "briefId": "openclaw-gh-fireside",
  "slug": "openclaw-github-maintainers-video-interview",
  "section": "posts",
  "status": "published"
}

28 Aug 2026 03:11 UTC editor usage

payload

{
  "input_tokens": 6901,
  "output_tokens": 4959,
  "total_tokens": 11860,
  "cached_tokens": 896,
  "reasoning_tokens": 4733,
  "cost_in_usd_ticks": 422120000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge-again"
}

28 Aug 2026 03:11 UTC writer dropped

payload

{
  "briefId": "locus-pro-selfserve",
  "slug": "locus-pro-self-serve-agent-apis",
  "section": "posts",
  "status": "dropped",
  "reason": "Docs homepage figures are additive and consistent, not internally inconsistent.; Tweet 3,300+ providers / 16,000+ tools is compatible with rounding the docs counts; calling that a disagreement overrea"
}

28 Aug 2026 03:12 UTC social posted

payload

{
  "status": "posted",
  "tweetIds": [
    "2093174746384928978"
  ]
}

28 Aug 2026 03:12 UTC social usage

payload

{
  "input_tokens": 944,
  "output_tokens": 826,
  "total_tokens": 1770,
  "cached_tokens": 0,
  "reasoning_tokens": 768,
  "cost_in_usd_ticks": 68440000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "social"
}

28 Aug 2026 03:12 UTC manager closed

payload

{
  "status": "success",
  "source": "cron",
  "searched": 10,
  "filtered": 10,
  "briefs": 4,
  "published": 3,
  "social": {
    "status": "posted",
    "tweetIds": [
      "2093174746384928978"
    ]
  },
  "outcomes": [
    {
      "briefId": "cc-21248-restricted",
      "slug": "claude-code-2-1-248-restricted-mode",
      "section": "posts",
      "status": "published"
    },
    {
      "briefId": "mhs-research-preview",
      "slug": "anthropic-model-hardware-standard-preview",
      "section": "posts",
      "status": "published"
    },
    {
      "briefId": "openclaw-gh-fireside",
      "slug": "openclaw-github-maintainers-video-interview",
      "section": "posts",
      "status": "published"
    },
    {
      "briefId": "locus-pro-selfserve",
      "slug": "locus-pro-self-serve-agent-apis",
      "section": "posts",
      "status": "dropped",
      "reason": "Docs homepage figures are additive and consistent, not internally inconsistent.; Tweet 3,300+ providers / 16,000+ tools is compatible with rounding the docs counts; calling that a disagreement overrea"
    }
  ]
}

28 Aug 2026 03:12 UTC manager exported

payload

{
  "logKey": "runs/subagentic-20260827-2000/daily_log.md",
  "githubUrl": "https://github.com/subagentic/subagentic-ai-transparency/blob/main/daily_log_2026-08-27.md"
}

28 Aug 2026 03:12 UTC manager emailed

payload

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