Run log

subagentic-20260918-2000

success started 19 Sep 2026 03:01 UTC finished 19 Sep 2026 03:22 UTC 2 articles

All runs · How a run works · GitHub daily log

Published

Claude Code 2.1.277 falls back to AGENTS.md News · 19 Sep 2026
Playwright: agents can pick MCP or CLI News · 19 Sep 2026

Events

19 Sep 2026 03:01 UTC manager opened

payload

{
  "runId": "subagentic-20260918-2000"
}

19 Sep 2026 03:01 UTC manager trigger

payload

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

19 Sep 2026 03:03 UTC searcher candidates
payload
```
{
  "count": 10,
  "lightDay": false
}
```

19 Sep 2026 03:03 UTC searcher usage

payload

{
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  "output_tokens": 1517,
  "total_tokens": 6918,
  "cached_tokens": 512,
  "reasoning_tokens": 1304,
  "cost_in_usd_ticks": 241360000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 1,
  "web_search_calls": 0,
  "x_search_calls": 1,
  "step": "search-0"
}

19 Sep 2026 03:03 UTC searcher usage

payload

{
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  "output_tokens": 4135,
  "total_tokens": 29891,
  "cached_tokens": 16512,
  "reasoning_tokens": 3082,
  "cost_in_usd_ticks": 565540000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 1,
  "web_search_calls": 0,
  "x_search_calls": 1,
  "step": "search-1"
}

19 Sep 2026 03:03 UTC manager prefilter
payload
```
{
  "kept": 10
}
```

19 Sep 2026 03:05 UTC analyst slate

payload

{
  "count": 3,
  "quietDay": false,
  "rejections": [
    {
      "url": "https://x.com/i/status/2101048008733315214",
      "reason": "unverified"
    },
    {
      "url": "https://x.com/i/status/2100967557314547943",
      "reason": "promotional"
    },
    {
      "url": "https://openai.com/index/cooley-gopublic",
      "reason": "promotional"
    },
    {
      "url": "https://x.com/i/status/2100762304862384257",
      "reason": "low-signal"
    },
    {
      "url": "https://x.ai/bot",
      "reason": "duplicate"
    },
    {
      "url": "https://www.jan.ai/docs/desktop/integrations/openclaw",
      "reason": "low-signal"
    },
    {
      "url": "https://composio.dev/toolkits/fal_ai/framework/openclaw",
      "reason": "promotional"
    }
  ],
  "unreported": 0
}

19 Sep 2026 03:05 UTC analyst usage

payload

{
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  "output_tokens": 8120,
  "total_tokens": 144094,
  "cached_tokens": 82560,
  "reasoning_tokens": 6011,
  "cost_in_usd_ticks": 2768280000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 16,
  "web_search_calls": 9,
  "x_search_calls": 7,
  "step": "analyze"
}

19 Sep 2026 03:07 UTC writer usage

payload

{
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  "output_tokens": 5742,
  "total_tokens": 10574,
  "cached_tokens": 512,
  "reasoning_tokens": 5057,
  "cost_in_usd_ticks": 433480000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

19 Sep 2026 03:07 UTC writer usage

payload

{
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  "output_tokens": 6083,
  "total_tokens": 21546,
  "cached_tokens": 512,
  "reasoning_tokens": 5230,
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  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

19 Sep 2026 03:07 UTC editor usage

payload

{
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  "total_tokens": 6826,
  "cached_tokens": 512,
  "reasoning_tokens": 2164,
  "cost_in_usd_ticks": 216160000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

19 Sep 2026 03:07 UTC writer usage

payload

{
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  "cached_tokens": 512,
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  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

19 Sep 2026 03:07 UTC editor usage

payload

{
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  "cached_tokens": 512,
  "reasoning_tokens": 3439,
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  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

19 Sep 2026 03:07 UTC writer published

payload

{
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  "slug": "claude-code-2-1-277-agents-md",
  "section": "posts",
  "status": "published"
}

19 Sep 2026 03:08 UTC writer usage

payload

{
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  "output_tokens": 2615,
  "total_tokens": 19050,
  "cached_tokens": 512,
  "reasoning_tokens": 1761,
  "cost_in_usd_ticks": 477920000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

19 Sep 2026 03:08 UTC editor usage

payload

{
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  "output_tokens": 5028,
  "total_tokens": 11771,
  "cached_tokens": 896,
  "reasoning_tokens": 4831,
  "cost_in_usd_ticks": 423100000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

19 Sep 2026 03:09 UTC editor usage

payload

{
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  "output_tokens": 3546,
  "total_tokens": 18896,
  "cached_tokens": 896,
  "reasoning_tokens": 3460,
  "cost_in_usd_ticks": 506320000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge-again"
}

19 Sep 2026 03:09 UTC writer dropped

payload

{
  "briefId": "pw-remote-mcp",
  "slug": "playwright-workspaces-remote-mcp",
  "section": "posts",
  "status": "dropped",
  "reason": "below 90 after revise score=84"
}

19 Sep 2026 03:10 UTC writer usage

payload

{
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  "output_tokens": 5314,
  "total_tokens": 13203,
  "cached_tokens": 512,
  "reasoning_tokens": 4537,
  "cost_in_usd_ticks": 468940000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

19 Sep 2026 03:11 UTC editor usage

payload

{
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  "output_tokens": 4101,
  "total_tokens": 10831,
  "cached_tokens": 896,
  "reasoning_tokens": 4082,
  "cost_in_usd_ticks": 367220000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge-again"
}

19 Sep 2026 03:11 UTC writer published

payload

{
  "briefId": "pw-mcp-or-cli",
  "slug": "playwright-mcp-or-cli-agents",
  "section": "posts",
  "status": "published"
}

19 Sep 2026 03:14 UTC searcher replenishment
payload
```
{
  "count": 8,
  "kept": 8,
  "remaining": 3
}
```

19 Sep 2026 03:14 UTC searcher usage

payload

{
  "input_tokens": 5634,
  "output_tokens": 1031,
  "total_tokens": 6665,
  "cached_tokens": 0,
  "reasoning_tokens": 842,
  "cost_in_usd_ticks": 224540000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 1,
  "web_search_calls": 0,
  "x_search_calls": 1,
  "step": "replenish-search-0"
}

19 Sep 2026 03:14 UTC searcher usage

payload

{
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  "output_tokens": 1132,
  "total_tokens": 11530,
  "cached_tokens": 512,
  "reasoning_tokens": 1113,
  "cost_in_usd_ticks": 268200000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "replenish-search-1"
}

19 Sep 2026 03:14 UTC searcher usage

payload

{
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  "output_tokens": 5878,
  "total_tokens": 18246,
  "cached_tokens": 512,
  "reasoning_tokens": 5203,
  "cost_in_usd_ticks": 592360000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "replenish-search-2"
}

19 Sep 2026 03:16 UTC analyst replenishment

payload

{
  "count": 3,
  "rejections": [
    {
      "url": "https://news.microsoft.com/source/2026/09/17/nokia-and-microsoft-bring-agentic-ai-to-telecom-networks/",
      "reason": "unverified"
    },
    {
      "url": "https://azure.microsoft.com/en-us/blog/foundry-iq-unlock-knowledge-for-agents-with-a-multi-source-retrieval-engine/",
      "reason": "unverified"
    },
    {
      "url": "https://github.com/crewAIInc/enterprise-mcp-server",
      "reason": "low-signal"
    },
    {
      "url": "https://www.hostinger.com/tutorials/how-to-use-openclaw-as-an-ai-content-editor-in-wordpress/",
      "reason": "promotional"
    },
    {
      "url": "https://github.com/anthropics/claude-cookbooks/tree/main/claude_agent_sdk",
      "reason": "low-signal"
    },
    {
      "url": "https://x.com/i/status/2100927517108404632",
      "reason": "low-signal"
    }
  ]
}

19 Sep 2026 03:16 UTC analyst usage

payload

{
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  "output_tokens": 7463,
  "total_tokens": 109543,
  "cached_tokens": 55424,
  "reasoning_tokens": 5459,
  "cost_in_usd_ticks": 2308020000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 13,
  "web_search_calls": 12,
  "x_search_calls": 1,
  "step": "replenish-analyze"
}

19 Sep 2026 03:18 UTC writer usage

payload

{
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  "output_tokens": 7144,
  "total_tokens": 15036,
  "cached_tokens": 512,
  "reasoning_tokens": 4619,
  "cost_in_usd_ticks": 578800000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

19 Sep 2026 03:18 UTC writer usage

payload

{
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  "output_tokens": 8246,
  "total_tokens": 13858,
  "cached_tokens": 1152,
  "reasoning_tokens": 7326,
  "cost_in_usd_ticks": 589720000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

19 Sep 2026 03:19 UTC editor usage

payload

{
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  "output_tokens": 3447,
  "total_tokens": 8964,
  "cached_tokens": 512,
  "reasoning_tokens": 3276,
  "cost_in_usd_ticks": 309480000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge"
}

19 Sep 2026 03:20 UTC writer usage

payload

{
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  "output_tokens": 16191,
  "total_tokens": 26103,
  "cached_tokens": 512,
  "reasoning_tokens": 13950,
  "cost_in_usd_ticks": 1162020000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-write"
}

19 Sep 2026 03:20 UTC writer usage

payload

{
  "input_tokens": 6665,
  "output_tokens": 3865,
  "total_tokens": 10530,
  "cached_tokens": 5504,
  "reasoning_tokens": 2980,
  "cost_in_usd_ticks": 282640000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-revise"
}

19 Sep 2026 03:20 UTC writer usage

payload

{
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  "output_tokens": 9971,
  "total_tokens": 20465,
  "cached_tokens": 512,
  "reasoning_tokens": 7486,
  "cost_in_usd_ticks": 800460000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-rewrite-gate"
}

19 Sep 2026 03:20 UTC writer dropped

payload

{
  "briefId": "r2-1",
  "slug": "migrate-langgraph-to-crewai-flows",
  "section": "howtos",
  "status": "dropped",
  "reason": "unsourced commands: kickoff(); compile()"
}

19 Sep 2026 03:21 UTC editor usage

payload

{
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  "output_tokens": 4851,
  "total_tokens": 10378,
  "cached_tokens": 512,
  "reasoning_tokens": 4603,
  "cost_in_usd_ticks": 393920000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-judge-again"
}

19 Sep 2026 03:21 UTC writer dropped

payload

{
  "briefId": "r2-0",
  "slug": "nokia-microsoft-agentic-telecom-data",
  "section": "posts",
  "status": "dropped",
  "reason": "Description presents VoNR, geo-experience, and predictive maintenance as capabilities telecom agents can run; sources call them initial go-to-market examples and name no carrier.; “AI-driven operation"
}

19 Sep 2026 03:22 UTC writer usage

payload

{
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  "output_tokens": 11881,
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  "cached_tokens": 9856,
  "reasoning_tokens": 9301,
  "cost_in_usd_ticks": 809460000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "record-rewrite-gate"
}

19 Sep 2026 03:22 UTC writer dropped

payload

{
  "briefId": "r2-2",
  "slug": "connect-crewai-agents-to-mcp",
  "section": "howtos",
  "status": "dropped",
  "reason": "unsourced commands: mcps=[; \"\",           # External MCP server; \"\",          # Specific tool from server; \"snowflake\",                                         # Connected MCP from catalog; \"stripe#li"
}

19 Sep 2026 03:22 UTC social posted

payload

{
  "status": "posted",
  "tweetIds": [
    "2101149960830165055"
  ]
}

19 Sep 2026 03:22 UTC social usage

payload

{
  "input_tokens": 924,
  "output_tokens": 421,
  "total_tokens": 1345,
  "cached_tokens": 512,
  "reasoning_tokens": 384,
  "cost_in_usd_ticks": 36060000,
  "num_sources_used": 0,
  "num_server_side_tools_used": 0,
  "step": "social"
}

19 Sep 2026 03:22 UTC manager closed

payload

{
  "status": "success",
  "source": "cron",
  "searched": 18,
  "filtered": 18,
  "briefs": 6,
  "replenished": 3,
  "published": 2,
  "social": {
    "status": "posted",
    "tweetIds": [
      "2101149960830165055"
    ]
  },
  "outcomes": [
    {
      "briefId": "claude-code-277",
      "slug": "claude-code-2-1-277-agents-md",
      "section": "posts",
      "status": "published"
    },
    {
      "briefId": "pw-remote-mcp",
      "slug": "playwright-workspaces-remote-mcp",
      "section": "posts",
      "status": "dropped",
      "reason": "below 90 after revise score=84"
    },
    {
      "briefId": "pw-mcp-or-cli",
      "slug": "playwright-mcp-or-cli-agents",
      "section": "posts",
      "status": "published"
    },
    {
      "briefId": "r2-0",
      "slug": "nokia-microsoft-agentic-telecom-data",
      "section": "posts",
      "status": "dropped",
      "reason": "Description presents VoNR, geo-experience, and predictive maintenance as capabilities telecom agents can run; sources call them initial go-to-market examples and name no carrier.; “AI-driven operation"
    },
    {
      "briefId": "r2-1",
      "slug": "migrate-langgraph-to-crewai-flows",
      "section": "howtos",
      "status": "dropped",
      "reason": "unsourced commands: kickoff(); compile()"
    },
    {
      "briefId": "r2-2",
      "slug": "connect-crewai-agents-to-mcp",
      "section": "howtos",
      "status": "dropped",
      "reason": "unsourced commands: mcps=[; \"\",           # External MCP server; \"\",          # Specific tool from server; \"snowflake\",                                         # Connected MCP from catalog; \"stripe#li"
    }
  ]
}

19 Sep 2026 03:22 UTC manager exported

payload

{
  "logKey": "runs/subagentic-20260918-2000/daily_log.md",
  "githubUrl": "https://github.com/subagentic/subagentic-ai-transparency/blob/main/daily_log_2026-09-18.md"
}

19 Sep 2026 03:22 UTC manager emailed

payload

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