Run log

subagentic-20261017-2000

success started 18 Oct 2026 03:01 UTC finished 18 Oct 2026 03:17 UTC 4 articles

All runs · How a run works · GitHub daily log

Published

Replit makes OpenAI the preferred partner for Agent News · 18 Oct 2026
How to scaffold an MCP server with Agent Skills How-Tos · 18 Oct 2026
How to add an MCP server in VS Code How-Tos · 18 Oct 2026
How to run a first Pydantic AI agent How-Tos · 18 Oct 2026

Events

18 Oct 2026 03:01 UTC manager opened

payload

{
  "runId": "subagentic-20261017-2000"
}

18 Oct 2026 03:01 UTC manager trigger

payload

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

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

18 Oct 2026 03:01 UTC searcher usage

payload

{
  "input_tokens": 5789,
  "output_tokens": 277,
  "total_tokens": 6066,
  "cached_tokens": 1152,
  "reasoning_tokens": 138,
  "cost_in_usd_ticks": 315120000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 1,
  "web_search_calls": 0,
  "x_search_calls": 1,
  "step": "search-0"
}

18 Oct 2026 03:01 UTC searcher usage

payload

{
  "input_tokens": 9632,
  "output_tokens": 108,
  "total_tokens": 9740,
  "cached_tokens": 1152,
  "reasoning_tokens": 16,
  "cost_in_usd_ticks": 181840000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "search-1"
}

18 Oct 2026 03:01 UTC searcher usage

payload

{
  "input_tokens": 12030,
  "output_tokens": 2735,
  "total_tokens": 14765,
  "cached_tokens": 9600,
  "reasoning_tokens": 1706,
  "cost_in_usd_ticks": 260700000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "search-2"
}

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

18 Oct 2026 03:04 UTC analyst slate

payload

{
  "count": 7,
  "quietDay": true,
  "quietNote": "Only two confirmable news items cleared the desk and the freshness window. The rest of the slate is evergreen official how-tos from other products.",
  "rejections": [
    {
      "url": "https://x.com/i/status/2111372051110125614",
      "reason": "merged"
    },
    {
      "url": "https://thenextweb.com/news/ftc-subpoenas-openai-anthropic-ai-safety-incidents",
      "reason": "stale"
    },
    {
      "url": "https://x.com/i/status/2111434657732640792",
      "reason": "merged"
    },
    {
      "url": "https://www.digitalcommerce360.com/2026/10/16/american-express-ai-framework/",
      "reason": "stale"
    },
    {
      "url": "https://developers.openai.com/api/docs/guides/agents",
      "reason": "low-signal"
    },
    {
      "url": "https://blog.google/innovation-and-ai/technology/developers-tools/gemini-api-docsmcp-agent-skills/",
      "reason": "stale"
    }
  ],
  "unreported": 0
}

18 Oct 2026 03:04 UTC analyst usage

payload

{
  "input_tokens": 182003,
  "output_tokens": 13474,
  "total_tokens": 195477,
  "cached_tokens": 119040,
  "reasoning_tokens": 8491,
  "cost_in_usd_ticks": 3912900000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 21,
  "web_search_calls": 19,
  "x_search_calls": 2,
  "step": "analyze"
}

18 Oct 2026 03:05 UTC writer dropped

payload

{
  "briefId": "haystack-first-agent",
  "slug": "how-to-build-first-haystack-agent",
  "section": "howtos",
  "status": "dropped",
  "reason": "no usable source prose"
}

18 Oct 2026 03:06 UTC writer usage

payload

{
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  "output_tokens": 9306,
  "total_tokens": 17799,
  "cached_tokens": 1152,
  "reasoning_tokens": 8175,
  "cost_in_usd_ticks": 710940000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

18 Oct 2026 03:07 UTC writer usage

payload

{
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  "output_tokens": 13141,
  "total_tokens": 17249,
  "cached_tokens": 1152,
  "reasoning_tokens": 11404,
  "cost_in_usd_ticks": 853340000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

18 Oct 2026 03:07 UTC writer usage

payload

{
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  "total_tokens": 20476,
  "cached_tokens": 1152,
  "reasoning_tokens": 13677,
  "cost_in_usd_ticks": 1011480000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

18 Oct 2026 03:08 UTC editor usage

payload

{
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  "cached_tokens": 1152,
  "reasoning_tokens": 6510,
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  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

18 Oct 2026 03:08 UTC writer published

payload

{
  "briefId": "replit-openai-default",
  "slug": "replit-openai-preferred-agent-partner",
  "section": "posts",
  "status": "published"
}

18 Oct 2026 03:08 UTC writer usage

payload

{
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  "output_tokens": 18229,
  "total_tokens": 29417,
  "cached_tokens": 1920,
  "reasoning_tokens": 16160,
  "cost_in_usd_ticks": 1288700000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

18 Oct 2026 03:09 UTC editor usage

payload

{
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  "total_tokens": 28227,
  "cached_tokens": 7040,
  "reasoning_tokens": 10131,
  "cost_in_usd_ticks": 932300000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 1,
  "web_search_calls": 1,
  "x_search_calls": 0,
  "step": "record-judge"
}

18 Oct 2026 03:09 UTC writer usage

payload

{
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  "cached_tokens": 1152,
  "reasoning_tokens": 23687,
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  "num_sources_used": 0,
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  "step": "record-write"
}

18 Oct 2026 03:10 UTC writer usage

payload

{
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  "cached_tokens": 4096,
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  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

18 Oct 2026 03:10 UTC editor usage

payload

{
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  "output_tokens": 4486,
  "total_tokens": 10375,
  "cached_tokens": 1152,
  "reasoning_tokens": 4467,
  "cost_in_usd_ticks": 369660000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge-again"
}

18 Oct 2026 03:10 UTC writer usage

payload

{
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  "output_tokens": 32911,
  "total_tokens": 51106,
  "cached_tokens": 1920,
  "reasoning_tokens": 30386,
  "cost_in_usd_ticks": 2309760000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

18 Oct 2026 03:11 UTC writer published

payload

{
  "briefId": "mcp-agent-skills",
  "slug": "how-to-scaffold-mcp-with-agent-skills",
  "section": "howtos",
  "status": "published"
}

18 Oct 2026 03:11 UTC editor usage

payload

{
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  "output_tokens": 9189,
  "total_tokens": 22594,
  "cached_tokens": 1152,
  "reasoning_tokens": 8954,
  "cost_in_usd_ticks": 802160000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

18 Oct 2026 03:11 UTC writer usage

payload

{
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  "output_tokens": 18010,
  "total_tokens": 24869,
  "cached_tokens": 4992,
  "reasoning_tokens": 16222,
  "cost_in_usd_ticks": 1142900000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-rewrite-gate"
}

18 Oct 2026 03:12 UTC writer usage

payload

{
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  "output_tokens": 5439,
  "total_tokens": 20526,
  "cached_tokens": 12288,
  "reasoning_tokens": 2934,
  "cost_in_usd_ticks": 443760000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

18 Oct 2026 03:12 UTC writer usage

payload

{
  "input_tokens": 13377,
  "output_tokens": 23197,
  "total_tokens": 36574,
  "cached_tokens": 11136,
  "reasoning_tokens": 21385,
  "cost_in_usd_ticks": 1492320000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-rewrite-gate"
}

18 Oct 2026 03:12 UTC editor usage

payload

{
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  "output_tokens": 10536,
  "total_tokens": 31269,
  "cached_tokens": 1152,
  "reasoning_tokens": 10517,
  "cost_in_usd_ticks": 1029540000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

18 Oct 2026 03:12 UTC editor usage

payload

{
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  "output_tokens": 7599,
  "total_tokens": 32418,
  "cached_tokens": 2304,
  "reasoning_tokens": 7305,
  "cost_in_usd_ticks": 1017760000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 2,
  "web_search_calls": 2,
  "x_search_calls": 0,
  "step": "record-judge"
}

18 Oct 2026 03:13 UTC writer published

payload

{
  "briefId": "vscode-add-mcp",
  "slug": "how-to-add-mcp-server-vscode",
  "section": "howtos",
  "status": "published"
}

18 Oct 2026 03:13 UTC writer usage

payload

{
  "input_tokens": 6989,
  "output_tokens": 6454,
  "total_tokens": 13443,
  "cached_tokens": 4992,
  "reasoning_tokens": 4707,
  "cost_in_usd_ticks": 452140000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

18 Oct 2026 03:13 UTC editor usage

payload

{
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  "output_tokens": 11513,
  "total_tokens": 24954,
  "cached_tokens": 1536,
  "reasoning_tokens": 11422,
  "cost_in_usd_ticks": 936560000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge-again"
}

18 Oct 2026 03:14 UTC writer dropped

payload

{
  "briefId": "deepseek-flash-1017",
  "slug": "deepseek-v41-flash-1017-search-fetch",
  "section": "posts",
  "status": "dropped",
  "reason": "Anthropic-format base URL is blank in the body; the pricing page lists https://api.deepseek.com/anthropic."
}

18 Oct 2026 03:14 UTC editor usage

payload

{
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  "output_tokens": 10173,
  "total_tokens": 50725,
  "cached_tokens": 14208,
  "reasoning_tokens": 9691,
  "cost_in_usd_ticks": 1308300000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 2,
  "web_search_calls": 2,
  "x_search_calls": 0,
  "step": "record-judge"
}

18 Oct 2026 03:15 UTC writer usage

payload

{
  "input_tokens": 13417,
  "output_tokens": 5284,
  "total_tokens": 18701,
  "cached_tokens": 11136,
  "reasoning_tokens": 3608,
  "cost_in_usd_ticks": 418340000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

18 Oct 2026 03:15 UTC editor usage

payload

{
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  "output_tokens": 7107,
  "total_tokens": 31087,
  "cached_tokens": 7936,
  "reasoning_tokens": 6797,
  "cost_in_usd_ticks": 886980000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 2,
  "web_search_calls": 2,
  "x_search_calls": 0,
  "step": "record-judge-again"
}

18 Oct 2026 03:15 UTC writer dropped

payload

{
  "briefId": "letta-first-agent",
  "slug": "how-to-create-first-letta-agent",
  "section": "howtos",
  "status": "dropped",
  "reason": "The API-key sentence drops the destination. The fetched page says create a key from https://platform.letta.com/api-keys; the draft prints a blank after \"from\".; \"Memory blocks\" is not on the quickstar"
}

18 Oct 2026 03:16 UTC editor usage

payload

{
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  "output_tokens": 8752,
  "total_tokens": 47958,
  "cached_tokens": 15616,
  "reasoning_tokens": 8660,
  "cost_in_usd_ticks": 1175000000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 2,
  "web_search_calls": 2,
  "x_search_calls": 0,
  "step": "record-judge-again"
}

18 Oct 2026 03:16 UTC writer published

payload

{
  "briefId": "pydantic-first-agent",
  "slug": "how-to-run-first-pydantic-ai-agent",
  "section": "howtos",
  "status": "published"
}

18 Oct 2026 03:17 UTC social posted

payload

{
  "status": "posted",
  "tweetIds": [
    "2111657803798442370"
  ]
}

18 Oct 2026 03:17 UTC social usage

payload

{
  "input_tokens": 1546,
  "output_tokens": 610,
  "total_tokens": 2156,
  "cached_tokens": 1152,
  "reasoning_tokens": 551,
  "cost_in_usd_ticks": 50240000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "social"
}

18 Oct 2026 03:17 UTC manager closed

payload

{
  "status": "success",
  "source": "cron",
  "searched": 10,
  "filtered": 10,
  "briefs": 7,
  "published": 4,
  "social": {
    "status": "posted",
    "tweetIds": [
      "2111657803798442370"
    ]
  },
  "outcomes": [
    {
      "briefId": "deepseek-flash-1017",
      "slug": "deepseek-v41-flash-1017-search-fetch",
      "section": "posts",
      "status": "dropped",
      "reason": "Anthropic-format base URL is blank in the body; the pricing page lists https://api.deepseek.com/anthropic."
    },
    {
      "briefId": "replit-openai-default",
      "slug": "replit-openai-preferred-agent-partner",
      "section": "posts",
      "status": "published"
    },
    {
      "briefId": "vscode-add-mcp",
      "slug": "how-to-add-mcp-server-vscode",
      "section": "howtos",
      "status": "published"
    },
    {
      "briefId": "pydantic-first-agent",
      "slug": "how-to-run-first-pydantic-ai-agent",
      "section": "howtos",
      "status": "published"
    },
    {
      "briefId": "haystack-first-agent",
      "slug": "how-to-build-first-haystack-agent",
      "section": "howtos",
      "status": "dropped",
      "reason": "no usable source prose"
    },
    {
      "briefId": "mcp-agent-skills",
      "slug": "how-to-scaffold-mcp-with-agent-skills",
      "section": "howtos",
      "status": "published"
    },
    {
      "briefId": "letta-first-agent",
      "slug": "how-to-create-first-letta-agent",
      "section": "howtos",
      "status": "dropped",
      "reason": "The API-key sentence drops the destination. The fetched page says create a key from https://platform.letta.com/api-keys; the draft prints a blank after \"from\".; \"Memory blocks\" is not on the quickstar"
    }
  ]
}

18 Oct 2026 03:17 UTC manager exported

payload

{
  "logKey": "runs/subagentic-20261017-2000/daily_log.md",
  "githubUrl": "https://github.com/subagentic/subagentic-ai-transparency/blob/main/daily_log_2026-10-17.md"
}

18 Oct 2026 03:17 UTC manager emailed

payload

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