Run log

subagentic-20261025-081148

success started 25 Oct 2026 15:11 UTC finished 25 Oct 2026 15:32 UTC 3 articles

All runs · How a run works · GitHub daily log

Published

Meta opens Muse in Japan and says it does not share chats or VM data with its ad systems News · 25 Oct 2026
How to add a custom MCP server in CrewAI AMP How-Tos · 25 Oct 2026
How to block a tool call with Claude Agent SDK hooks How-Tos · 25 Oct 2026

Events

25 Oct 2026 15:11 UTC manager opened

payload

{
  "runId": "subagentic-20261025-081148"
}

25 Oct 2026 15:11 UTC manager trigger

payload

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

25 Oct 2026 15:12 UTC searcher candidates
payload
```
{
  "count": 10,
  "lightDay": false
}
```

25 Oct 2026 15:12 UTC searcher usage

payload

{
  "input_tokens": 5753,
  "output_tokens": 244,
  "total_tokens": 5997,
  "cached_tokens": 1152,
  "reasoning_tokens": 108,
  "cost_in_usd_ticks": 212420000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 1,
  "web_search_calls": 0,
  "x_search_calls": 1,
  "step": "search-0"
}

25 Oct 2026 15:12 UTC searcher usage

payload

{
  "input_tokens": 8519,
  "output_tokens": 143,
  "total_tokens": 8662,
  "cached_tokens": 1152,
  "reasoning_tokens": 31,
  "cost_in_usd_ticks": 161680000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "search-1"
}

25 Oct 2026 15:12 UTC searcher usage

payload

{
  "input_tokens": 11087,
  "output_tokens": 2250,
  "total_tokens": 13337,
  "cached_tokens": 8448,
  "reasoning_tokens": 1206,
  "cost_in_usd_ticks": 230020000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "search-2"
}

25 Oct 2026 15:12 UTC manager prefilter
payload
```
{
  "kept": 10
}
```

25 Oct 2026 15:14 UTC analyst slate

payload

{
  "count": 7,
  "quietDay": true,
  "quietNote": "Thin day: one confirmed Meta product expansion and a vendor security launch. The rest of the slate is evergreen setup docs from other products, not extra news.",
  "rejections": [
    {
      "url": "https://www.sfchronicle.com/personal-finance/article/muse-ai-agent-meta-22465542.php",
      "reason": "low-signal"
    },
    {
      "url": "https://x.com/GoogleDeepMind/status/2113645959762575623",
      "reason": "low-signal"
    },
    {
      "url": "https://www.kin.com/news/kin-enables-webmcp-ai-shopping/",
      "reason": "promotional"
    },
    {
      "url": "https://x.com/i/status/2114051840102768922",
      "reason": "unverified"
    },
    {
      "url": "https://x.com/i/status/2114128789349490731",
      "reason": "unverified"
    },
    {
      "url": "https://www.govtech.com/blogs/lohrmann-on-cybersecurity/should-government-websites-block-personal-ai-agent-transactions",
      "reason": "low-signal"
    },
    {
      "url": "https://code.visualstudio.com/docs/agent-customization/mcp-servers",
      "reason": "duplicate"
    }
  ],
  "unreported": 1
}

25 Oct 2026 15:14 UTC analyst usage

payload

{
  "input_tokens": 160909,
  "output_tokens": 12943,
  "total_tokens": 173852,
  "cached_tokens": 106880,
  "reasoning_tokens": 8592,
  "cost_in_usd_ticks": 3291560000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 19,
  "web_search_calls": 18,
  "x_search_calls": 1,
  "step": "analyze"
}

25 Oct 2026 15:14 UTC writer dropped

payload

{
  "briefId": "solo-agentshield",
  "slug": "solo-io-agentshield",
  "section": "posts",
  "status": "dropped",
  "reason": "no usable source prose"
}

25 Oct 2026 15:14 UTC writer dropped

payload

{
  "briefId": "cline-add-mcp",
  "slug": "add-mcp-server-cline",
  "section": "howtos",
  "status": "dropped",
  "reason": "no usable source prose"
}

25 Oct 2026 15:16 UTC writer usage

payload

{
  "input_tokens": 5729,
  "output_tokens": 5288,
  "total_tokens": 11017,
  "cached_tokens": 1152,
  "reasoning_tokens": 4764,
  "cost_in_usd_ticks": 414580000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

25 Oct 2026 15:17 UTC writer usage

payload

{
  "input_tokens": 6294,
  "output_tokens": 6137,
  "total_tokens": 12431,
  "cached_tokens": 5632,
  "reasoning_tokens": 3926,
  "cost_in_usd_ticks": 409620000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-rewrite-gate"
}

25 Oct 2026 15:17 UTC writer dropped

payload

{
  "briefId": "cursor-mcp-config",
  "slug": "connect-cursor-mcp-server",
  "section": "howtos",
  "status": "dropped",
  "reason": "word count 1635 outside 500-1600"
}

25 Oct 2026 15:17 UTC writer usage

payload

{
  "input_tokens": 23108,
  "output_tokens": 15691,
  "total_tokens": 38799,
  "cached_tokens": 1152,
  "reasoning_tokens": 14606,
  "cost_in_usd_ticks": 1386340000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

25 Oct 2026 15:17 UTC writer usage

payload

{
  "input_tokens": 12849,
  "output_tokens": 16021,
  "total_tokens": 28870,
  "cached_tokens": 1920,
  "reasoning_tokens": 14394,
  "cost_in_usd_ticks": 1189440000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

25 Oct 2026 15:18 UTC writer usage

payload

{
  "input_tokens": 27591,
  "output_tokens": 21077,
  "total_tokens": 48668,
  "cached_tokens": 1152,
  "reasoning_tokens": 18557,
  "cost_in_usd_ticks": 1799160000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

25 Oct 2026 15:18 UTC editor usage

payload

{
  "input_tokens": 36867,
  "output_tokens": 6923,
  "total_tokens": 43790,
  "cached_tokens": 15744,
  "reasoning_tokens": 6738,
  "cost_in_usd_ticks": 1016560000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 2,
  "web_search_calls": 2,
  "x_search_calls": 0,
  "step": "record-judge"
}

25 Oct 2026 15:19 UTC editor usage

payload

{
  "input_tokens": 22960,
  "output_tokens": 8301,
  "total_tokens": 31261,
  "cached_tokens": 1152,
  "reasoning_tokens": 8085,
  "cost_in_usd_ticks": 939980000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

25 Oct 2026 15:19 UTC writer usage

payload

{
  "input_tokens": 14581,
  "output_tokens": 3853,
  "total_tokens": 18434,
  "cached_tokens": 12800,
  "reasoning_tokens": 2243,
  "cost_in_usd_ticks": 330800000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

25 Oct 2026 15:19 UTC writer usage

payload

{
  "input_tokens": 24447,
  "output_tokens": 3263,
  "total_tokens": 27710,
  "cached_tokens": 23040,
  "reasoning_tokens": 2117,
  "cost_in_usd_ticks": 339120000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

25 Oct 2026 15:20 UTC writer usage

payload

{
  "input_tokens": 11374,
  "output_tokens": 28236,
  "total_tokens": 39610,
  "cached_tokens": 1152,
  "reasoning_tokens": 25579,
  "cost_in_usd_ticks": 1904360000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

25 Oct 2026 15:20 UTC writer usage

payload

{
  "input_tokens": 30095,
  "output_tokens": 14479,
  "total_tokens": 44574,
  "cached_tokens": 27520,
  "reasoning_tokens": 12022,
  "cost_in_usd_ticks": 1057840000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-rewrite-gate"
}

25 Oct 2026 15:20 UTC writer dropped

payload

{
  "briefId": "github-mcp-readonly",
  "slug": "github-mcp-read-only-mode",
  "section": "howtos",
  "status": "dropped",
  "reason": "unsourced commands: . To keep a chosen toolset list, copy the header example above instead of writing a new header line. For a local process, copy the configuration guide's stdio arguments that includ"
}

25 Oct 2026 15:21 UTC editor usage

payload

{
  "input_tokens": 22991,
  "output_tokens": 8670,
  "total_tokens": 31661,
  "cached_tokens": 17536,
  "reasoning_tokens": 8651,
  "cost_in_usd_ticks": 716980000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge-again"
}

25 Oct 2026 15:21 UTC editor usage

payload

{
  "input_tokens": 37020,
  "output_tokens": 5968,
  "total_tokens": 42988,
  "cached_tokens": 29184,
  "reasoning_tokens": 5872,
  "cost_in_usd_ticks": 760720000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 2,
  "web_search_calls": 2,
  "x_search_calls": 0,
  "step": "record-judge-again"
}

25 Oct 2026 15:21 UTC writer published

payload

{
  "briefId": "muse-japan-launch",
  "slug": "meta-muse-japan-launch",
  "section": "posts",
  "status": "published"
}

25 Oct 2026 15:21 UTC writer published

payload

{
  "briefId": "crewai-custom-mcp",
  "slug": "crewai-custom-mcp-server",
  "section": "howtos",
  "status": "published"
}

25 Oct 2026 15:27 UTC writer usage

payload

{
  "input_tokens": 14087,
  "output_tokens": 36862,
  "total_tokens": 50949,
  "cached_tokens": 14080,
  "reasoning_tokens": 34554,
  "cost_in_usd_ticks": 2282260000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-rewrite-gate"
}

25 Oct 2026 15:29 UTC editor usage

payload

{
  "input_tokens": 13891,
  "output_tokens": 11064,
  "total_tokens": 24955,
  "cached_tokens": 1152,
  "reasoning_tokens": 10846,
  "cost_in_usd_ticks": 924380000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

25 Oct 2026 15:29 UTC writer usage

payload

{
  "input_tokens": 13904,
  "output_tokens": 4520,
  "total_tokens": 18424,
  "cached_tokens": 1152,
  "reasoning_tokens": 2215,
  "cost_in_usd_ticks": 532000000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

25 Oct 2026 15:31 UTC editor usage

payload

{
  "input_tokens": 13885,
  "output_tokens": 10896,
  "total_tokens": 24781,
  "cached_tokens": 1152,
  "reasoning_tokens": 10877,
  "cost_in_usd_ticks": 914180000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge-again"
}

25 Oct 2026 15:32 UTC writer published

payload

{
  "briefId": "claude-sdk-hooks",
  "slug": "claude-agent-sdk-tool-hooks",
  "section": "howtos",
  "status": "published"
}

25 Oct 2026 15:32 UTC social posted

payload

{
  "status": "posted",
  "tweetIds": [
    "2114379514453413903"
  ]
}

25 Oct 2026 15:32 UTC social usage

payload

{
  "input_tokens": 1549,
  "output_tokens": 764,
  "total_tokens": 2313,
  "cached_tokens": 1152,
  "reasoning_tokens": 717,
  "cost_in_usd_ticks": 59540000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "social"
}

25 Oct 2026 15:32 UTC manager closed

payload

{
  "status": "success",
  "source": "manual",
  "searched": 10,
  "filtered": 10,
  "briefs": 7,
  "published": 3,
  "social": {
    "status": "posted",
    "tweetIds": [
      "2114379514453413903"
    ]
  },
  "outcomes": [
    {
      "briefId": "muse-japan-launch",
      "slug": "meta-muse-japan-launch",
      "section": "posts",
      "status": "published"
    },
    {
      "briefId": "github-mcp-readonly",
      "slug": "github-mcp-read-only-mode",
      "section": "howtos",
      "status": "dropped",
      "reason": "unsourced commands: . To keep a chosen toolset list, copy the header example above instead of writing a new header line. For a local process, copy the configuration guide's stdio arguments that includ"
    },
    {
      "briefId": "cline-add-mcp",
      "slug": "add-mcp-server-cline",
      "section": "howtos",
      "status": "dropped",
      "reason": "no usable source prose"
    },
    {
      "briefId": "claude-sdk-hooks",
      "slug": "claude-agent-sdk-tool-hooks",
      "section": "howtos",
      "status": "published"
    },
    {
      "briefId": "cursor-mcp-config",
      "slug": "connect-cursor-mcp-server",
      "section": "howtos",
      "status": "dropped",
      "reason": "word count 1635 outside 500-1600"
    },
    {
      "briefId": "crewai-custom-mcp",
      "slug": "crewai-custom-mcp-server",
      "section": "howtos",
      "status": "published"
    },
    {
      "briefId": "solo-agentshield",
      "slug": "solo-io-agentshield",
      "section": "posts",
      "status": "dropped",
      "reason": "no usable source prose"
    }
  ]
}

25 Oct 2026 15:32 UTC manager exported

payload

{
  "logKey": "runs/subagentic-20261025-081148/daily_log.md",
  "githubUrl": "https://github.com/subagentic/subagentic-ai-transparency/blob/main/daily_log_2026-10-25.md"
}

25 Oct 2026 15:32 UTC manager emailed

payload

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