Run log

subagentic-20261103-0800

success started 3 Nov 2026 16:00 UTC finished 3 Nov 2026 16:14 UTC 5 articles

All runs · How a run works · GitHub daily log

Published

Vercel MCP shows live deployments inside ChatGPT News · 3 Nov 2026
Snowflake’s CoCo and CoWork take on scheduled, governed work News · 3 Nov 2026
OpenAI's Pando backend keeps Git usable at Codex scale News · 3 Nov 2026
How to install goose and start a first session How-Tos · 3 Nov 2026
How to create a skill for Codex How-Tos · 3 Nov 2026

Events

3 Nov 2026 16:00 UTC manager opened

payload

{
  "runId": "subagentic-20261103-0800"
}

3 Nov 2026 16:00 UTC manager trigger

payload

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

3 Nov 2026 16:01 UTC searcher candidates
payload
```
{
  "count": 10,
  "lightDay": false
}
```

3 Nov 2026 16:01 UTC searcher usage

payload

{
  "input_tokens": 6026,
  "output_tokens": 226,
  "total_tokens": 6252,
  "cached_tokens": 1152,
  "reasoning_tokens": 79,
  "cost_in_usd_ticks": 116800000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 1,
  "web_search_calls": 0,
  "x_search_calls": 1,
  "step": "search-0"
}

3 Nov 2026 16:01 UTC searcher usage

payload

{
  "input_tokens": 9259,
  "output_tokens": 104,
  "total_tokens": 9363,
  "cached_tokens": 1152,
  "reasoning_tokens": 14,
  "cost_in_usd_ticks": 174140000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "search-1"
}

3 Nov 2026 16:01 UTC searcher usage

payload

{
  "input_tokens": 11235,
  "output_tokens": 1951,
  "total_tokens": 13186,
  "cached_tokens": 9216,
  "reasoning_tokens": 1066,
  "cost_in_usd_ticks": 203520000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "search-2"
}

3 Nov 2026 16:01 UTC manager prefilter
payload
```
{
  "kept": 10
}
```

3 Nov 2026 16:04 UTC analyst slate

payload

{
  "count": 7,
  "quietDay": true,
  "quietNote": "Thin news day: three confirmed items. Filled toward the cap with evergreen official how-tos from other harnesses.",
  "rejections": [
    {
      "url": "https://openai.com/index/qodo-codex-plugin",
      "reason": "promotional"
    },
    {
      "url": "https://openai.com/index/heimstaden",
      "reason": "promotional"
    },
    {
      "url": "https://x.com/i/status/2117385775109325045",
      "reason": "merged"
    },
    {
      "url": "https://x.com/i/status/2117419985756971302",
      "reason": "low-signal"
    },
    {
      "url": "https://code.claude.com/docs/en/mcp",
      "reason": "duplicate"
    },
    {
      "url": "https://x.com/i/status/2117441199728624064",
      "reason": "stale"
    }
  ],
  "unreported": 0
}

3 Nov 2026 16:04 UTC analyst usage

payload

{
  "input_tokens": 213603,
  "output_tokens": 11116,
  "total_tokens": 224719,
  "cached_tokens": 103168,
  "reasoning_tokens": 6504,
  "cost_in_usd_ticks": 8283000000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 27,
  "web_search_calls": 24,
  "x_search_calls": 3,
  "step": "analyze"
}

3 Nov 2026 16:04 UTC writer dropped

payload

{
  "briefId": "claude-subagents-howto",
  "slug": "how-to-create-claude-code-subagent",
  "section": "howtos",
  "status": "dropped",
  "reason": "no usable source prose"
}

3 Nov 2026 16:04 UTC writer dropped

payload

{
  "briefId": "langgraph-first-graph",
  "slug": "how-to-run-a-first-langgraph",
  "section": "howtos",
  "status": "dropped",
  "reason": "no usable source prose"
}

3 Nov 2026 16:05 UTC writer usage

payload

{
  "input_tokens": 2697,
  "output_tokens": 3661,
  "total_tokens": 6358,
  "cached_tokens": 1152,
  "reasoning_tokens": 3122,
  "cost_in_usd_ticks": 256320000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

3 Nov 2026 16:06 UTC editor usage

payload

{
  "input_tokens": 2418,
  "output_tokens": 3428,
  "total_tokens": 5846,
  "cached_tokens": 1152,
  "reasoning_tokens": 3409,
  "cost_in_usd_ticks": 236760000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

3 Nov 2026 16:06 UTC writer published

payload

{
  "briefId": "vercel-mcp-card",
  "slug": "vercel-mcp-deployment-card",
  "section": "posts",
  "status": "published"
}

3 Nov 2026 16:06 UTC writer usage

payload

{
  "input_tokens": 14183,
  "output_tokens": 11043,
  "total_tokens": 25226,
  "cached_tokens": 1152,
  "reasoning_tokens": 9292,
  "cost_in_usd_ticks": 928960000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

3 Nov 2026 16:07 UTC writer usage

payload

{
  "input_tokens": 9905,
  "output_tokens": 13390,
  "total_tokens": 23295,
  "cached_tokens": 1152,
  "reasoning_tokens": 11824,
  "cost_in_usd_ticks": 984220000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

3 Nov 2026 16:07 UTC writer usage

payload

{
  "input_tokens": 7115,
  "output_tokens": 15439,
  "total_tokens": 22554,
  "cached_tokens": 1152,
  "reasoning_tokens": 13656,
  "cost_in_usd_ticks": 1051360000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

3 Nov 2026 16:07 UTC writer usage

payload

{
  "input_tokens": 6055,
  "output_tokens": 15755,
  "total_tokens": 21810,
  "cached_tokens": 1152,
  "reasoning_tokens": 13954,
  "cost_in_usd_ticks": 1049120000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

3 Nov 2026 16:08 UTC editor usage

payload

{
  "input_tokens": 14850,
  "output_tokens": 10226,
  "total_tokens": 25076,
  "cached_tokens": 1152,
  "reasoning_tokens": 10207,
  "cost_in_usd_ticks": 893280000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

3 Nov 2026 16:09 UTC editor usage

payload

{
  "input_tokens": 10520,
  "output_tokens": 8036,
  "total_tokens": 18556,
  "cached_tokens": 1152,
  "reasoning_tokens": 7887,
  "cost_in_usd_ticks": 675280000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

3 Nov 2026 16:09 UTC writer published

payload

{
  "briefId": "snowflake-coco-cowork",
  "slug": "snowflake-coco-cowork-expedition",
  "section": "posts",
  "status": "published"
}

3 Nov 2026 16:09 UTC writer usage

payload

{
  "input_tokens": 8937,
  "output_tokens": 9865,
  "total_tokens": 18802,
  "cached_tokens": 7040,
  "reasoning_tokens": 8068,
  "cost_in_usd_ticks": 665040000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-rewrite-gate"
}

3 Nov 2026 16:09 UTC writer usage

payload

{
  "input_tokens": 11627,
  "output_tokens": 3220,
  "total_tokens": 14847,
  "cached_tokens": 9856,
  "reasoning_tokens": 1632,
  "cost_in_usd_ticks": 277900000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

3 Nov 2026 16:09 UTC writer usage

payload

{
  "input_tokens": 7897,
  "output_tokens": 11499,
  "total_tokens": 19396,
  "cached_tokens": 6016,
  "reasoning_tokens": 9716,
  "cost_in_usd_ticks": 757640000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-rewrite-gate"
}

3 Nov 2026 16:10 UTC editor usage

payload

{
  "input_tokens": 10542,
  "output_tokens": 5409,
  "total_tokens": 15951,
  "cached_tokens": 1536,
  "reasoning_tokens": 5390,
  "cost_in_usd_ticks": 512340000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge-again"
}

3 Nov 2026 16:10 UTC writer published

payload

{
  "briefId": "pando-git-backend",
  "slug": "openai-pando-git-backend",
  "section": "posts",
  "status": "published"
}

3 Nov 2026 16:11 UTC editor usage

payload

{
  "input_tokens": 9023,
  "output_tokens": 8331,
  "total_tokens": 17354,
  "cached_tokens": 1152,
  "reasoning_tokens": 8020,
  "cost_in_usd_ticks": 663040000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

3 Nov 2026 16:11 UTC writer usage

payload

{
  "input_tokens": 9227,
  "output_tokens": 4221,
  "total_tokens": 13448,
  "cached_tokens": 1152,
  "reasoning_tokens": 2514,
  "cost_in_usd_ticks": 420520000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

3 Nov 2026 16:11 UTC editor usage

payload

{
  "input_tokens": 25409,
  "output_tokens": 10949,
  "total_tokens": 36358,
  "cached_tokens": 9088,
  "reasoning_tokens": 10674,
  "cost_in_usd_ticks": 1128800000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 2,
  "web_search_calls": 2,
  "x_search_calls": 0,
  "step": "record-judge"
}

3 Nov 2026 16:12 UTC writer usage

payload

{
  "input_tokens": 8036,
  "output_tokens": 2748,
  "total_tokens": 10784,
  "cached_tokens": 1152,
  "reasoning_tokens": 976,
  "cost_in_usd_ticks": 308320000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

3 Nov 2026 16:12 UTC editor usage

payload

{
  "input_tokens": 8933,
  "output_tokens": 6729,
  "total_tokens": 15662,
  "cached_tokens": 1152,
  "reasoning_tokens": 6710,
  "cost_in_usd_ticks": 565120000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge-again"
}

3 Nov 2026 16:13 UTC writer published

payload

{
  "briefId": "goose-install-howto",
  "slug": "how-to-install-goose-agent",
  "section": "howtos",
  "status": "published"
}

3 Nov 2026 16:13 UTC editor usage

payload

{
  "input_tokens": 7941,
  "output_tokens": 9488,
  "total_tokens": 17429,
  "cached_tokens": 1152,
  "reasoning_tokens": 9469,
  "cost_in_usd_ticks": 710820000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge-again"
}

3 Nov 2026 16:14 UTC writer published

payload

{
  "briefId": "codex-skill-howto",
  "slug": "how-to-create-a-codex-skill",
  "section": "howtos",
  "status": "published"
}

3 Nov 2026 16:14 UTC social posted

payload

{
  "status": "posted",
  "tweetIds": [
    "2117651649346855038"
  ]
}

3 Nov 2026 16:14 UTC social usage

payload

{
  "input_tokens": 1560,
  "output_tokens": 2489,
  "total_tokens": 4049,
  "cached_tokens": 1152,
  "reasoning_tokens": 2431,
  "cost_in_usd_ticks": 163260000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "social"
}

3 Nov 2026 16:14 UTC manager closed

payload

{
  "status": "success",
  "source": "cron",
  "searched": 10,
  "filtered": 10,
  "briefs": 7,
  "published": 5,
  "social": {
    "status": "posted",
    "tweetIds": [
      "2117651649346855038"
    ]
  },
  "outcomes": [
    {
      "briefId": "pando-git-backend",
      "slug": "openai-pando-git-backend",
      "section": "posts",
      "status": "published"
    },
    {
      "briefId": "snowflake-coco-cowork",
      "slug": "snowflake-coco-cowork-expedition",
      "section": "posts",
      "status": "published"
    },
    {
      "briefId": "vercel-mcp-card",
      "slug": "vercel-mcp-deployment-card",
      "section": "posts",
      "status": "published"
    },
    {
      "briefId": "codex-skill-howto",
      "slug": "how-to-create-a-codex-skill",
      "section": "howtos",
      "status": "published"
    },
    {
      "briefId": "claude-subagents-howto",
      "slug": "how-to-create-claude-code-subagent",
      "section": "howtos",
      "status": "dropped",
      "reason": "no usable source prose"
    },
    {
      "briefId": "langgraph-first-graph",
      "slug": "how-to-run-a-first-langgraph",
      "section": "howtos",
      "status": "dropped",
      "reason": "no usable source prose"
    },
    {
      "briefId": "goose-install-howto",
      "slug": "how-to-install-goose-agent",
      "section": "howtos",
      "status": "published"
    }
  ]
}

3 Nov 2026 16:14 UTC manager exported

payload

{
  "logKey": "runs/subagentic-20261103-0800/daily_log.md",
  "githubUrl": "https://github.com/subagentic/subagentic-ai-transparency/blob/main/daily_log_2026-11-03.md"
}

3 Nov 2026 16:14 UTC manager emailed

payload

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