Run log

subagentic-20261004-2000

success started 5 Oct 2026 03:00 UTC finished 5 Oct 2026 03:16 UTC 4 articles

All runs · How a run works · GitHub daily log

Published

Grok 4.7 takes Expert and Fast on grok.com as Bot opens to Plus News · 5 Oct 2026
How to add MCP connections to a Notion Custom Agent How-Tos · 5 Oct 2026
How to add an MCP server in VS Code How-Tos · 5 Oct 2026
How to set up the AWS MCP Server How-Tos · 5 Oct 2026

Events

5 Oct 2026 03:00 UTC manager opened

payload

{
  "runId": "subagentic-20261004-2000"
}

5 Oct 2026 03:00 UTC manager trigger

payload

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

5 Oct 2026 03:01 UTC searcher candidates
payload
```
{
  "count": 9,
  "lightDay": true
}
```

5 Oct 2026 03:01 UTC searcher usage

payload

{
  "input_tokens": 5785,
  "output_tokens": 223,
  "total_tokens": 6008,
  "cached_tokens": 1152,
  "reasoning_tokens": 75,
  "cost_in_usd_ticks": 111800000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 1,
  "web_search_calls": 0,
  "x_search_calls": 1,
  "step": "search-0"
}

5 Oct 2026 03:01 UTC searcher usage

payload

{
  "input_tokens": 8316,
  "output_tokens": 264,
  "total_tokens": 8580,
  "cached_tokens": 1152,
  "reasoning_tokens": 149,
  "cost_in_usd_ticks": 164880000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "search-1"
}

5 Oct 2026 03:01 UTC searcher usage

payload

{
  "input_tokens": 10539,
  "output_tokens": 3151,
  "total_tokens": 13690,
  "cached_tokens": 1152,
  "reasoning_tokens": 2237,
  "cost_in_usd_ticks": 382560000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "search-2"
}

5 Oct 2026 03:01 UTC manager prefilter
payload
```
{
  "kept": 9
}
```

5 Oct 2026 03:04 UTC analyst slate

payload

{
  "count": 6,
  "quietDay": true,
  "quietNote": "Confirmable product news was mostly outside 48 hours or already on the desk. Kept the Oct 3 grok.com notes and evergreen MCP setup guides from several products.",
  "rejections": [
    {
      "url": "https://x.com/i/status/2106874267019440441",
      "reason": "stale"
    },
    {
      "url": "https://x.com/i/status/2106824386850521335",
      "reason": "stale"
    },
    {
      "url": "https://x.ai/bot",
      "reason": "low-signal"
    },
    {
      "url": "https://x.com/i/status/2106789987907940538",
      "reason": "unverified"
    }
  ],
  "unreported": 0
}

5 Oct 2026 03:04 UTC analyst usage

payload

{
  "input_tokens": 148845,
  "output_tokens": 11753,
  "total_tokens": 160598,
  "cached_tokens": 29696,
  "reasoning_tokens": 8328,
  "cost_in_usd_ticks": 4586640000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 17,
  "web_search_calls": 14,
  "x_search_calls": 3,
  "step": "analyze"
}

5 Oct 2026 03:05 UTC writer usage

payload

{
  "input_tokens": 11802,
  "output_tokens": 6594,
  "total_tokens": 18396,
  "cached_tokens": 1152,
  "reasoning_tokens": 5805,
  "cost_in_usd_ticks": 614400000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

5 Oct 2026 03:06 UTC writer usage

payload

{
  "input_tokens": 4496,
  "output_tokens": 11151,
  "total_tokens": 15647,
  "cached_tokens": 1152,
  "reasoning_tokens": 9468,
  "cost_in_usd_ticks": 741700000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

5 Oct 2026 03:06 UTC editor usage

payload

{
  "input_tokens": 11561,
  "output_tokens": 4568,
  "total_tokens": 16129,
  "cached_tokens": 1152,
  "reasoning_tokens": 4549,
  "cost_in_usd_ticks": 488020000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

5 Oct 2026 03:06 UTC writer usage

payload

{
  "input_tokens": 6767,
  "output_tokens": 12748,
  "total_tokens": 19515,
  "cached_tokens": 1152,
  "reasoning_tokens": 10803,
  "cost_in_usd_ticks": 882940000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

5 Oct 2026 03:07 UTC writer usage

payload

{
  "input_tokens": 4440,
  "output_tokens": 13503,
  "total_tokens": 17943,
  "cached_tokens": 1920,
  "reasoning_tokens": 11879,
  "cost_in_usd_ticks": 870180000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

5 Oct 2026 03:07 UTC writer published

payload

{
  "briefId": "grok-oct3-web",
  "slug": "grok-4-7-expert-and-bot-on-grok-com",
  "section": "posts",
  "status": "published"
}

5 Oct 2026 03:07 UTC writer usage

payload

{
  "input_tokens": 8567,
  "output_tokens": 17008,
  "total_tokens": 25575,
  "cached_tokens": 1152,
  "reasoning_tokens": 15117,
  "cost_in_usd_ticks": 1174540000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

5 Oct 2026 03:08 UTC writer usage

payload

{
  "input_tokens": 10505,
  "output_tokens": 5853,
  "total_tokens": 16358,
  "cached_tokens": 1920,
  "reasoning_tokens": 3977,
  "cost_in_usd_ticks": 532480000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-rewrite-gate"
}

5 Oct 2026 03:08 UTC editor usage

payload

{
  "input_tokens": 6220,
  "output_tokens": 7478,
  "total_tokens": 13698,
  "cached_tokens": 1152,
  "reasoning_tokens": 7161,
  "cost_in_usd_ticks": 555800000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

5 Oct 2026 03:08 UTC editor usage

payload

{
  "input_tokens": 53444,
  "output_tokens": 11147,
  "total_tokens": 64591,
  "cached_tokens": 24192,
  "reasoning_tokens": 11013,
  "cost_in_usd_ticks": 1474820000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 2,
  "web_search_calls": 2,
  "x_search_calls": 0,
  "step": "record-judge"
}

5 Oct 2026 03:09 UTC writer published

payload

{
  "briefId": "notion-agent-mcp",
  "slug": "mcp-connections-notion-custom-agents",
  "section": "howtos",
  "status": "published"
}

5 Oct 2026 03:09 UTC writer usage

payload

{
  "input_tokens": 6377,
  "output_tokens": 6196,
  "total_tokens": 12573,
  "cached_tokens": 4352,
  "reasoning_tokens": 4664,
  "cost_in_usd_ticks": 434020000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

5 Oct 2026 03:10 UTC editor usage

payload

{
  "input_tokens": 10556,
  "output_tokens": 9347,
  "total_tokens": 19903,
  "cached_tokens": 1152,
  "reasoning_tokens": 9328,
  "cost_in_usd_ticks": 754660000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

5 Oct 2026 03:10 UTC writer usage

payload

{
  "input_tokens": 12897,
  "output_tokens": 34277,
  "total_tokens": 47174,
  "cached_tokens": 1152,
  "reasoning_tokens": 31493,
  "cost_in_usd_ticks": 2297280000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

5 Oct 2026 03:10 UTC writer published

payload

{
  "briefId": "vscode-add-mcp",
  "slug": "add-mcp-server-in-vs-code",
  "section": "howtos",
  "status": "published"
}

5 Oct 2026 03:11 UTC writer usage

payload

{
  "input_tokens": 15740,
  "output_tokens": 5790,
  "total_tokens": 21530,
  "cached_tokens": 1920,
  "reasoning_tokens": 3002,
  "cost_in_usd_ticks": 633400000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-rewrite-gate"
}

5 Oct 2026 03:11 UTC editor usage

payload

{
  "input_tokens": 6128,
  "output_tokens": 8886,
  "total_tokens": 15014,
  "cached_tokens": 2688,
  "reasoning_tokens": 8534,
  "cost_in_usd_ticks": 615400000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge-again"
}

5 Oct 2026 03:11 UTC writer dropped

payload

{
  "briefId": "retool-agent-mcp",
  "slug": "connect-mcp-server-retool-agent",
  "section": "howtos",
  "status": "dropped",
  "reason": "\"not a custom integration\" is brief framing, not a claim on the fetched page.; \"Optional credentials on create are separate from the later auth prompt\" is not stated; the page only lists both UI paths"
}

5 Oct 2026 03:12 UTC editor usage

payload

{
  "input_tokens": 15666,
  "output_tokens": 9748,
  "total_tokens": 25414,
  "cached_tokens": 2688,
  "reasoning_tokens": 9729,
  "cost_in_usd_ticks": 857880000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

5 Oct 2026 03:13 UTC writer published

payload

{
  "briefId": "aws-mcp-setup",
  "slug": "set-up-the-aws-mcp-server",
  "section": "howtos",
  "status": "published"
}

5 Oct 2026 03:13 UTC writer usage

payload

{
  "input_tokens": 6253,
  "output_tokens": 34389,
  "total_tokens": 40642,
  "cached_tokens": 1920,
  "reasoning_tokens": 32622,
  "cost_in_usd_ticks": 2159600000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-rewrite-gate"
}

5 Oct 2026 03:15 UTC editor usage

payload

{
  "input_tokens": 42284,
  "output_tokens": 13277,
  "total_tokens": 55561,
  "cached_tokens": 25216,
  "reasoning_tokens": 12762,
  "cost_in_usd_ticks": 1464060000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 4,
  "web_search_calls": 4,
  "x_search_calls": 0,
  "step": "record-judge"
}

5 Oct 2026 03:16 UTC writer usage

payload

{
  "input_tokens": 6596,
  "output_tokens": 5610,
  "total_tokens": 12206,
  "cached_tokens": 1920,
  "reasoning_tokens": 3939,
  "cost_in_usd_ticks": 439720000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

5 Oct 2026 03:16 UTC writer dropped

payload

{
  "briefId": "langchain-py-mcp",
  "slug": "connect-langchain-agent-to-mcp",
  "section": "howtos",
  "status": "dropped",
  "reason": "unsourced commands: \"messages\": [; \"role\": \"user\",; \"content\": \"How do I add short-term memory to a LangChain agent?\","
}

5 Oct 2026 03:16 UTC social posted

payload

{
  "status": "posted",
  "tweetIds": [
    "2106946567035146416"
  ]
}

5 Oct 2026 03:16 UTC social usage

payload

{
  "input_tokens": 1555,
  "output_tokens": 645,
  "total_tokens": 2200,
  "cached_tokens": 1152,
  "reasoning_tokens": 577,
  "cost_in_usd_ticks": 52520000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "social"
}

5 Oct 2026 03:16 UTC manager closed

payload

{
  "status": "success",
  "source": "cron",
  "searched": 9,
  "filtered": 9,
  "briefs": 6,
  "published": 4,
  "social": {
    "status": "posted",
    "tweetIds": [
      "2106946567035146416"
    ]
  },
  "outcomes": [
    {
      "briefId": "vscode-add-mcp",
      "slug": "add-mcp-server-in-vs-code",
      "section": "howtos",
      "status": "published"
    },
    {
      "briefId": "aws-mcp-setup",
      "slug": "set-up-the-aws-mcp-server",
      "section": "howtos",
      "status": "published"
    },
    {
      "briefId": "notion-agent-mcp",
      "slug": "mcp-connections-notion-custom-agents",
      "section": "howtos",
      "status": "published"
    },
    {
      "briefId": "retool-agent-mcp",
      "slug": "connect-mcp-server-retool-agent",
      "section": "howtos",
      "status": "dropped",
      "reason": "\"not a custom integration\" is brief framing, not a claim on the fetched page.; \"Optional credentials on create are separate from the later auth prompt\" is not stated; the page only lists both UI paths"
    },
    {
      "briefId": "langchain-py-mcp",
      "slug": "connect-langchain-agent-to-mcp",
      "section": "howtos",
      "status": "dropped",
      "reason": "unsourced commands: \"messages\": [; \"role\": \"user\",; \"content\": \"How do I add short-term memory to a LangChain agent?\","
    },
    {
      "briefId": "grok-oct3-web",
      "slug": "grok-4-7-expert-and-bot-on-grok-com",
      "section": "posts",
      "status": "published"
    }
  ]
}

5 Oct 2026 03:16 UTC manager exported

payload

{
  "logKey": "runs/subagentic-20261004-2000/daily_log.md",
  "githubUrl": "https://github.com/subagentic/subagentic-ai-transparency/blob/main/daily_log_2026-10-04.md"
}

5 Oct 2026 03:16 UTC manager emailed

payload

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