Run log

subagentic-20261103-2000

success started 4 Nov 2026 04:00 UTC finished 4 Nov 2026 04:13 UTC 3 articles

All runs · How a run works · GitHub daily log

Published

langgraph-sdk 0.4.12 removes fairness_weight and rejoins a closed run stream News · 4 Nov 2026
Physical-Engineering's Last Exam keeps frontier agents under 50% News · 4 Nov 2026
OpenAI puts ChatGPT and Codex on physical design work News · 4 Nov 2026

Events

4 Nov 2026 04:00 UTC manager opened

payload

{
  "runId": "subagentic-20261103-2000"
}

4 Nov 2026 04:00 UTC manager trigger

payload

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

4 Nov 2026 04:02 UTC searcher candidates

payload

{
  "count": 10,
  "lightDay": false,
  "error": "firecrawl 400",
  "failed": 2
}

4 Nov 2026 04:02 UTC searcher usage

payload

{
  "input_tokens": 6579,
  "output_tokens": 225,
  "total_tokens": 6804,
  "cached_tokens": 1152,
  "reasoning_tokens": 80,
  "cost_in_usd_ticks": 227800000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 1,
  "web_search_calls": 0,
  "x_search_calls": 1,
  "step": "search-0"
}

4 Nov 2026 04:02 UTC searcher usage

payload

{
  "input_tokens": 8555,
  "output_tokens": 246,
  "total_tokens": 8801,
  "cached_tokens": 1152,
  "reasoning_tokens": 160,
  "cost_in_usd_ticks": 168580000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "search-1"
}

4 Nov 2026 04:02 UTC searcher usage

payload

{
  "input_tokens": 9781,
  "output_tokens": 2889,
  "total_tokens": 12670,
  "cached_tokens": 8448,
  "reasoning_tokens": 1906,
  "cost_in_usd_ticks": 242240000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "search-2"
}

4 Nov 2026 04:02 UTC manager prefilter
payload
```
{
  "kept": 10
}
```

4 Nov 2026 04:04 UTC analyst slate

payload

{
  "count": 7,
  "quietDay": false,
  "rejections": [
    {
      "url": "https://openai.com/index/cisco-cyber",
      "reason": "promotional"
    },
    {
      "url": "https://openai.com/index/heimstaden",
      "reason": "promotional"
    },
    {
      "url": "https://x.com/i/status/2117605592999313843",
      "reason": "low-signal"
    },
    {
      "url": "https://x.com/i/status/2117776745688646139",
      "reason": "low-signal"
    }
  ],
  "unreported": 2
}

4 Nov 2026 04:04 UTC analyst usage

payload

{
  "input_tokens": 162457,
  "output_tokens": 12241,
  "total_tokens": 174698,
  "cached_tokens": 109440,
  "reasoning_tokens": 7889,
  "cost_in_usd_ticks": 3292000000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 19,
  "web_search_calls": 18,
  "x_search_calls": 1,
  "step": "analyze"
}

4 Nov 2026 04:04 UTC writer dropped

payload

{
  "briefId": "oh-mcp-connect",
  "slug": "connect-mcp-server-openhands",
  "section": "howtos",
  "status": "dropped",
  "reason": "no usable source prose"
}

4 Nov 2026 04:05 UTC writer usage

payload

{
  "input_tokens": 5351,
  "output_tokens": 6218,
  "total_tokens": 11569,
  "cached_tokens": 1152,
  "reasoning_tokens": 5430,
  "cost_in_usd_ticks": 462820000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

4 Nov 2026 04:06 UTC writer usage

payload

{
  "input_tokens": 18517,
  "output_tokens": 9048,
  "total_tokens": 27565,
  "cached_tokens": 1152,
  "reasoning_tokens": 8180,
  "cost_in_usd_ticks": 895940000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

4 Nov 2026 04:06 UTC writer usage

payload

{
  "input_tokens": 2510,
  "output_tokens": 7946,
  "total_tokens": 10456,
  "cached_tokens": 1664,
  "reasoning_tokens": 7287,
  "cost_in_usd_ticks": 502000000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

4 Nov 2026 04:06 UTC writer usage

payload

{
  "input_tokens": 7370,
  "output_tokens": 12535,
  "total_tokens": 19905,
  "cached_tokens": 1152,
  "reasoning_tokens": 11366,
  "cost_in_usd_ticks": 882220000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

4 Nov 2026 04:07 UTC writer usage

payload

{
  "input_tokens": 5162,
  "output_tokens": 13758,
  "total_tokens": 18920,
  "cached_tokens": 1152,
  "reasoning_tokens": 12195,
  "cost_in_usd_ticks": 911440000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

4 Nov 2026 04:07 UTC editor usage

payload

{
  "input_tokens": 18384,
  "output_tokens": 5372,
  "total_tokens": 23756,
  "cached_tokens": 1152,
  "reasoning_tokens": 5114,
  "cost_in_usd_ticks": 672720000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

4 Nov 2026 04:07 UTC editor usage

payload

{
  "input_tokens": 2388,
  "output_tokens": 5375,
  "total_tokens": 7763,
  "cached_tokens": 1152,
  "reasoning_tokens": 5356,
  "cost_in_usd_ticks": 352980000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

4 Nov 2026 04:07 UTC editor usage

payload

{
  "input_tokens": 5251,
  "output_tokens": 8100,
  "total_tokens": 13351,
  "cached_tokens": 1152,
  "reasoning_tokens": 7877,
  "cost_in_usd_ticks": 573740000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

4 Nov 2026 04:07 UTC writer published

payload

{
  "briefId": "lg-sdk-0412",
  "slug": "langgraph-sdk-0-4-12",
  "section": "posts",
  "status": "published"
}

4 Nov 2026 04:07 UTC writer usage

payload

{
  "input_tokens": 19638,
  "output_tokens": 4886,
  "total_tokens": 24524,
  "cached_tokens": 18432,
  "reasoning_tokens": 4005,
  "cost_in_usd_ticks": 409440000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

4 Nov 2026 04:08 UTC writer usage

payload

{
  "input_tokens": 6368,
  "output_tokens": 3359,
  "total_tokens": 9727,
  "cached_tokens": 5248,
  "reasoning_tokens": 2589,
  "cost_in_usd_ticks": 250180000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

4 Nov 2026 04:08 UTC editor usage

payload

{
  "input_tokens": 7421,
  "output_tokens": 7044,
  "total_tokens": 14465,
  "cached_tokens": 1536,
  "reasoning_tokens": 7025,
  "cost_in_usd_ticks": 548020000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

4 Nov 2026 04:08 UTC writer published

payload

{
  "briefId": "ple-exam",
  "slug": "physical-engineering-last-exam",
  "section": "posts",
  "status": "published"
}

4 Nov 2026 04:08 UTC writer usage

payload

{
  "input_tokens": 6533,
  "output_tokens": 20965,
  "total_tokens": 27498,
  "cached_tokens": 1152,
  "reasoning_tokens": 18716,
  "cost_in_usd_ticks": 1371280000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

4 Nov 2026 04:08 UTC editor usage

payload

{
  "input_tokens": 5754,
  "output_tokens": 7312,
  "total_tokens": 13066,
  "cached_tokens": 1152,
  "reasoning_tokens": 6997,
  "cost_in_usd_ticks": 536520000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

4 Nov 2026 04:09 UTC editor usage

payload

{
  "input_tokens": 18393,
  "output_tokens": 6708,
  "total_tokens": 25101,
  "cached_tokens": 17536,
  "reasoning_tokens": 6451,
  "cost_in_usd_ticks": 507300000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge-again"
}

4 Nov 2026 04:09 UTC writer dropped

payload

{
  "briefId": "oc-particle-1",
  "slug": "openclaw-adds-particle-1",
  "section": "posts",
  "status": "dropped",
  "reason": "Description combines Particle’s ~45% fewer-tokens claim with OpenClaw’s “fewer output tokens” wording and “on its own benchmarks,” which Particle’s launch post does not say in that form.; Body fragmen"
}

4 Nov 2026 04:09 UTC writer usage

payload

{
  "input_tokens": 7047,
  "output_tokens": 5502,
  "total_tokens": 12549,
  "cached_tokens": 1152,
  "reasoning_tokens": 3931,
  "cost_in_usd_ticks": 453780000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

4 Nov 2026 04:10 UTC editor usage

payload

{
  "input_tokens": 5230,
  "output_tokens": 9715,
  "total_tokens": 14945,
  "cached_tokens": 1536,
  "reasoning_tokens": 9519,
  "cost_in_usd_ticks": 664460000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge-again"
}

4 Nov 2026 04:10 UTC writer dropped

payload

{
  "briefId": "cc-2-1-318",
  "slug": "claude-code-2-1-318",
  "section": "posts",
  "status": "dropped",
  "reason": "Title and meta description say the release records mod consent. The notes only record the user's answer to turning mods on; a refusal is not consent.; \"The published control is `low`\" treats the examp"
}

4 Nov 2026 04:10 UTC editor usage

payload

{
  "input_tokens": 5756,
  "output_tokens": 5663,
  "total_tokens": 11419,
  "cached_tokens": 1152,
  "reasoning_tokens": 5644,
  "cost_in_usd_ticks": 437620000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge-again"
}

4 Nov 2026 04:10 UTC writer published

payload

{
  "briefId": "openai-hardware",
  "slug": "openai-physical-engineering",
  "section": "posts",
  "status": "published"
}

4 Nov 2026 04:13 UTC writer usage

payload

{
  "input_tokens": 8862,
  "output_tokens": 26721,
  "total_tokens": 35583,
  "cached_tokens": 6528,
  "reasoning_tokens": 24693,
  "cost_in_usd_ticks": 1682580000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-rewrite-gate"
}

4 Nov 2026 04:13 UTC writer dropped

payload

{
  "briefId": "oc-mcp-connect",
  "slug": "connect-mcp-servers-openclaw",
  "section": "howtos",
  "status": "dropped",
  "reason": "unsourced commands: ./dist/mcp-server.js; --transport streamable-http"
}

4 Nov 2026 04:13 UTC social posted

payload

{
  "status": "posted",
  "tweetIds": [
    "2117832548608864647"
  ]
}

4 Nov 2026 04:13 UTC social usage

payload

{
  "input_tokens": 1553,
  "output_tokens": 434,
  "total_tokens": 1987,
  "cached_tokens": 1152,
  "reasoning_tokens": 375,
  "cost_in_usd_ticks": 39820000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "social"
}

4 Nov 2026 04:13 UTC manager closed

payload

{
  "status": "success",
  "source": "cron",
  "searched": 10,
  "filtered": 10,
  "briefs": 7,
  "published": 3,
  "social": {
    "status": "posted",
    "tweetIds": [
      "2117832548608864647"
    ]
  },
  "outcomes": [
    {
      "briefId": "cc-2-1-318",
      "slug": "claude-code-2-1-318",
      "section": "posts",
      "status": "dropped",
      "reason": "Title and meta description say the release records mod consent. The notes only record the user's answer to turning mods on; a refusal is not consent.; \"The published control is `low`\" treats the examp"
    },
    {
      "briefId": "ple-exam",
      "slug": "physical-engineering-last-exam",
      "section": "posts",
      "status": "published"
    },
    {
      "briefId": "openai-hardware",
      "slug": "openai-physical-engineering",
      "section": "posts",
      "status": "published"
    },
    {
      "briefId": "oc-particle-1",
      "slug": "openclaw-adds-particle-1",
      "section": "posts",
      "status": "dropped",
      "reason": "Description combines Particle’s ~45% fewer-tokens claim with OpenClaw’s “fewer output tokens” wording and “on its own benchmarks,” which Particle’s launch post does not say in that form.; Body fragmen"
    },
    {
      "briefId": "oc-mcp-connect",
      "slug": "connect-mcp-servers-openclaw",
      "section": "howtos",
      "status": "dropped",
      "reason": "unsourced commands: ./dist/mcp-server.js; --transport streamable-http"
    },
    {
      "briefId": "oh-mcp-connect",
      "slug": "connect-mcp-server-openhands",
      "section": "howtos",
      "status": "dropped",
      "reason": "no usable source prose"
    },
    {
      "briefId": "lg-sdk-0412",
      "slug": "langgraph-sdk-0-4-12",
      "section": "posts",
      "status": "published"
    }
  ]
}

4 Nov 2026 04:13 UTC manager exported

payload

{
  "logKey": "runs/subagentic-20261103-2000/daily_log.md",
  "githubUrl": "https://github.com/subagentic/subagentic-ai-transparency/blob/main/daily_log_2026-11-03.md"
}

4 Nov 2026 04:13 UTC manager emailed

payload

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