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  <lastmod>2026-10-12T20:09:20Z</lastmod>
  <news:news>
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    <news:name>RUDA DIRECTOR</news:name>
    <news:language>ko</news:language>
   </news:publication>
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   <news:publication_date>2026-10-12T20:08:24Z</news:publication_date>
   <news:genres>Blog</news:genres>
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 <url>
  <loc>https://rudadirector.blog/2026/10/13/mcp-image-base64-mime-model-input-diagnosis/</loc>
  <lastmod>2026-10-12T19:03:01Z</lastmod>
  <news:news>
   <news:publication>
    <news:name>RUDA DIRECTOR</news:name>
    <news:language>ko</news:language>
   </news:publication>
   <news:title>MCP 스크린샷이 안 보일 때: image Base64·MIME·모델 전달 경로 진단</news:title>
   <news:publication_date>2026-10-12T19:02:55Z</news:publication_date>
   <news:genres>Blog</news:genres>
  </news:news>
 </url>
 <url>
  <loc>https://rudadirector.blog/2026/10/13/mcp-inputschema-default-missing-null-zero-diagnosis/</loc>
  <lastmod>2026-10-12T18:03:11Z</lastmod>
  <news:news>
   <news:publication>
    <news:name>RUDA DIRECTOR</news:name>
    <news:language>ko</news:language>
   </news:publication>
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   <news:publication_date>2026-10-12T18:03:06Z</news:publication_date>
   <news:genres>Blog</news:genres>
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 <url>
  <loc>https://rudadirector.blog/2026/10/13/mcp-tool-name-collision-server-routing-diagnosis/</loc>
  <lastmod>2026-10-12T17:06:50Z</lastmod>
  <news:news>
   <news:publication>
    <news:name>RUDA DIRECTOR</news:name>
    <news:language>ko</news:language>
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   <news:publication_date>2026-10-12T17:06:45Z</news:publication_date>
   <news:genres>Blog</news:genres>
  </news:news>
 </url>
 <url>
  <loc>https://rudadirector.blog/2026/10/13/mcp-resource-link-not-document-content-diagnosis/</loc>
  <lastmod>2026-10-12T16:11:16Z</lastmod>
  <news:news>
   <news:publication>
    <news:name>RUDA DIRECTOR</news:name>
    <news:language>ko</news:language>
   </news:publication>
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   <news:publication_date>2026-10-12T16:11:09Z</news:publication_date>
   <news:genres>Blog</news:genres>
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 </url>
 <url>
  <loc>https://rudadirector.blog/2026/10/12/ai-agent-paired-comparison-exact-mcnemar/</loc>
  <lastmod>2026-10-12T06:51:51Z</lastmod>
  <news:news>
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    <news:name>RUDA DIRECTOR</news:name>
    <news:language>ko</news:language>
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   <news:publication_date>2026-10-12T06:51:44Z</news:publication_date>
   <news:genres>Blog</news:genres>
  </news:news>
 </url>
 <url>
  <loc>https://rudadirector.blog/2026/10/12/ai-answer-evaluator-agreement-cohen-kappa/</loc>
  <lastmod>2026-10-12T05:08:33Z</lastmod>
  <news:news>
   <news:publication>
    <news:name>RUDA DIRECTOR</news:name>
    <news:language>ko</news:language>
   </news:publication>
   <news:title>AI 답변 평가: 두 사람이 90% 동의하면 믿어도 될까</news:title>
   <news:publication_date>2026-10-12T05:08:26Z</news:publication_date>
   <news:genres>Blog</news:genres>
  </news:news>
 </url>
 <url>
  <loc>https://rudadirector.blog/2026/10/12/ai-agent-review-alert-precision-recall-base-rate/</loc>
  <lastmod>2026-10-12T04:04:59Z</lastmod>
  <news:news>
   <news:publication>
    <news:name>RUDA DIRECTOR</news:name>
    <news:language>ko</news:language>
   </news:publication>
   <news:title>AI 검토 알림은 왜 자주 빗나갈까: 정밀도·재현율과 오류 비율</news:title>
   <news:publication_date>2026-10-12T04:04:45Z</news:publication_date>
   <news:genres>Blog</news:genres>
  </news:news>
 </url>
 <url>
  <loc>https://rudadirector.blog/2026/10/12/small-multiples-shared-independent-scale/</loc>
  <lastmod>2026-10-11T23:02:11Z</lastmod>
  <news:news>
   <news:publication>
    <news:name>RUDA DIRECTOR</news:name>
    <news:language>ko</news:language>
   </news:publication>
   <news:title>Small multiples의 축을 각각 맞추면 왜 규모 비교가 틀릴까</news:title>
   <news:publication_date>2026-10-11T23:02:01Z</news:publication_date>
   <news:genres>Blog</news:genres>
  </news:news>
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 <url>
  <loc>https://rudadirector.blog/2026/10/12/mcp-tool-icons-missing-host-rendering-security/</loc>
  <lastmod>2026-10-11T21:46:15Z</lastmod>
  <news:news>
   <news:publication>
    <news:name>RUDA DIRECTOR</news:name>
    <news:language>ko</news:language>
   </news:publication>
   <news:title>MCP 도구 아이콘이 안 보일 때: icons 형식과 호스트 표시·보안 경계 점검</news:title>
   <news:publication_date>2026-10-11T21:46:13Z</news:publication_date>
   <news:genres>Blog</news:genres>
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 </url>
 <url>
  <loc>https://rudadirector.blog/2026/10/12/feature-release-is-not-problem-resolution/</loc>
  <lastmod>2026-10-11T21:00:00Z</lastmod>
  <news:news>
   <news:publication>
    <news:name>RUDA DIRECTOR</news:name>
    <news:language>ko</news:language>
   </news:publication>
   <news:title>기능을 출시해도 문제가 해결됐다고 말할 수 없는 이유</news:title>
   <news:publication_date>2026-10-11T21:00:00Z</news:publication_date>
   <news:genres>Blog</news:genres>
  </news:news>
 </url>
 <url>
  <loc>https://rudadirector.blog/2026/10/11/ai-agent-selective-prediction-risk-coverage-review-queue/</loc>
  <lastmod>2026-10-11T04:29:32Z</lastmod>
  <news:news>
   <news:publication>
    <news:name>RUDA DIRECTOR</news:name>
    <news:language>ko</news:language>
   </news:publication>
   <news:title>AI 에이전트 자동 처리 기준: 오류율과 보류량을 함께 재기</news:title>
   <news:publication_date>2026-10-11T04:29:24Z</news:publication_date>
   <news:genres>Blog</news:genres>
  </news:news>
 </url>
 <url>
  <loc>https://rudadirector.blog/2026/10/11/vibe-coding-02-frontend-backend-database-en/</loc>
  <lastmod>2026-10-11T03:12:25Z</lastmod>
  <news:news>
   <news:publication>
    <news:name>RUDA DIRECTOR</news:name>
    <news:language>ko</news:language>
   </news:publication>
   <news:title>Frontend vs Backend vs Database: Where Does App Data Live? — Vibe Coding Lesson 2</news:title>
   <news:publication_date>2026-10-11T03:12:25Z</news:publication_date>
   <news:genres>Blog</news:genres>
  </news:news>
 </url>
 <url>
  <loc>https://rudadirector.blog/2026/10/11/vibe-coding-02-frontend-backend-database-ko/</loc>
  <lastmod>2026-10-11T03:12:21Z</lastmod>
  <news:news>
   <news:publication>
    <news:name>RUDA DIRECTOR</news:name>
    <news:language>ko</news:language>
   </news:publication>
   <news:title>프론트엔드·백엔드·DB 차이: 화면 데이터는 어디에 저장될까? — 바이브 코딩 2강</news:title>
   <news:publication_date>2026-10-11T03:12:21Z</news:publication_date>
   <news:genres>Blog</news:genres>
  </news:news>
 </url>
 <url>
  <loc>https://rudadirector.blog/2026/10/11/dashboard-data-freshness-event-ingestion-refresh-time/</loc>
  <lastmod>2026-10-10T22:51:27Z</lastmod>
  <news:news>
   <news:publication>
    <news:name>RUDA DIRECTOR</news:name>
    <news:language>ko</news:language>
   </news:publication>
   <news:title>대시보드의 ‘업데이트됨’은 무엇을 뜻할까: Data freshness 설계</news:title>
   <news:publication_date>2026-10-10T23:00:00Z</news:publication_date>
   <news:genres>Blog</news:genres>
  </news:news>
 </url>
 <url>
  <loc>https://rudadirector.blog/2026/10/11/why-fewer-features-do-not-simplify-product/</loc>
  <lastmod>2026-10-10T21:00:00Z</lastmod>
  <news:news>
   <news:publication>
    <news:name>RUDA DIRECTOR</news:name>
    <news:language>ko</news:language>
   </news:publication>
   <news:title>기능을 줄였는데도 제품이 단순해지지 않는 이유</news:title>
   <news:publication_date>2026-10-10T21:00:00Z</news:publication_date>
   <news:genres>Blog</news:genres>
  </news:news>
 </url>
 <url>
  <loc>https://rudadirector.blog/2026/10/11/mcp-sampling-generation-stalled-deprecation-diagnosis/</loc>
  <lastmod>2026-10-10T18:02:57Z</lastmod>
  <news:news>
   <news:publication>
    <news:name>RUDA DIRECTOR</news:name>
    <news:language>ko</news:language>
   </news:publication>
   <news:title>MCP 도구 안의 AI 생성이 멈출 때: sampling 지원과 폐기 예정 상태 진단</news:title>
   <news:publication_date>2026-10-10T18:02:51Z</news:publication_date>
   <news:genres>Blog</news:genres>
  </news:news>
 </url>
 <url>
  <loc>https://rudadirector.blog/2026/10/11/mcp-elicitation-form-url-inputresponses-diagnosis/</loc>
  <lastmod>2026-10-10T16:08:01Z</lastmod>
  <news:news>
   <news:publication>
    <news:name>RUDA DIRECTOR</news:name>
    <news:language>ko</news:language>
   </news:publication>
   <news:title>MCP 추가 입력 창이 안 뜰 때: elicitation의 form·URL 모드와 응답 연결 진단</news:title>
   <news:publication_date>2026-10-10T16:07:48Z</news:publication_date>
   <news:genres>Blog</news:genres>
  </news:news>
 </url>
 <url>
  <loc>https://rudadirector.blog/2026/10/10/ai-agent-confidence-calibration-reliability-brier/</loc>
  <lastmod>2026-10-10T06:14:53Z</lastmod>
  <news:news>
   <news:publication>
    <news:name>RUDA DIRECTOR</news:name>
    <news:language>ko</news:language>
   </news:publication>
   <news:title>AI 에이전트의 자신감 점수: 90% 확신은 무엇을 뜻할까</news:title>
   <news:publication_date>2026-10-10T06:14:49Z</news:publication_date>
   <news:genres>Blog</news:genres>
  </news:news>
 </url>
 <url>
  <loc>https://rudadirector.blog/2026/10/10/ai-agent-evaluation-mix-shift-fixed-weights/</loc>
  <lastmod>2026-10-10T05:10:59Z</lastmod>
  <news:news>
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    <news:name>RUDA DIRECTOR</news:name>
    <news:language>ko</news:language>
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   <news:publication_date>2026-10-10T05:10:52Z</news:publication_date>
   <news:genres>Blog</news:genres>
  </news:news>
 </url>
 <url>
  <loc>https://rudadirector.blog/2026/10/10/ai-agent-zero-failures-sample-size-confidence-bound/</loc>
  <lastmod>2026-10-10T04:08:49Z</lastmod>
  <news:news>
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    <news:name>RUDA DIRECTOR</news:name>
    <news:language>ko</news:language>
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   <news:title>AI 에이전트가 10번 모두 성공해도 100% 신뢰할 수 없는 이유</news:title>
   <news:publication_date>2026-10-10T04:08:39Z</news:publication_date>
   <news:genres>Blog</news:genres>
  </news:news>
 </url>
 <url>
  <loc>https://rudadirector.blog/2026/10/10/phantom-traffic-jam-ring-road-python/</loc>
  <lastmod>2026-10-10T00:05:48Z</lastmod>
  <news:news>
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    <news:name>RUDA DIRECTOR</news:name>
    <news:language>ko</news:language>
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   <news:publication_date>2026-10-10T00:00:00Z</news:publication_date>
   <news:genres>Blog</news:genres>
  </news:news>
 </url>
 <url>
  <loc>https://rudadirector.blog/2026/10/10/100-percent-stacked-bar-composition-vs-volume/</loc>
  <lastmod>2026-10-09T22:41:49Z</lastmod>
  <news:news>
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    <news:name>RUDA DIRECTOR</news:name>
    <news:language>ko</news:language>
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   <news:publication_date>2026-10-09T23:00:00Z</news:publication_date>
   <news:genres>Blog</news:genres>
  </news:news>
 </url>
 <url>
  <loc>https://rudadirector.blog/2026/10/10/paid-customer-mix-is-not-icp-proof/</loc>
  <lastmod>2026-10-09T21:00:00Z</lastmod>
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    <news:name>RUDA DIRECTOR</news:name>
    <news:language>ko</news:language>
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   <news:publication_date>2026-10-09T21:00:00Z</news:publication_date>
   <news:genres>Blog</news:genres>
  </news:news>
 </url>
 <url>
  <loc>https://rudadirector.blog/2026/10/10/mcp-cancellation-timeout-stream-close-result-diagnosis/</loc>
  <lastmod>2026-10-09T20:07:36Z</lastmod>
  <news:news>
   <news:publication>
    <news:name>RUDA DIRECTOR</news:name>
    <news:language>ko</news:language>
   </news:publication>
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   <news:publication_date>2026-10-09T20:07:29Z</news:publication_date>
   <news:genres>Blog</news:genres>
  </news:news>
 </url>
 <url>
  <loc>https://rudadirector.blog/2026/10/10/mcp-roots-file-access-path-permission-diagnosis/</loc>
  <lastmod>2026-10-09T19:02:28Z</lastmod>
  <news:news>
   <news:publication>
    <news:name>RUDA DIRECTOR</news:name>
    <news:language>ko</news:language>
   </news:publication>
   <news:title>MCP roots를 설정해도 파일이 안 읽힐 때: 경로 안내와 접근 권한 진단</news:title>
   <news:publication_date>2026-10-09T19:02:22Z</news:publication_date>
   <news:genres>Blog</news:genres>
  </news:news>
 </url>
 <url>
  <loc>https://rudadirector.blog/2026/10/10/mcp-tool-annotations-readonly-idempotent-hints-diagnosis/</loc>
  <lastmod>2026-10-09T18:08:17Z</lastmod>
  <news:news>
   <news:publication>
    <news:name>RUDA DIRECTOR</news:name>
    <news:language>ko</news:language>
   </news:publication>
   <news:title>MCP 도구가 읽기 전용인지 헷갈릴 때: annotations 네 가지 힌트 해석</news:title>
   <news:publication_date>2026-10-09T18:08:11Z</news:publication_date>
   <news:genres>Blog</news:genres>
  </news:news>
 </url>
 <url>
  <loc>https://rudadirector.blog/2026/10/10/mcp-request-logs-loglevel-response-stream-diagnosis/</loc>
  <lastmod>2026-10-09T17:15:06Z</lastmod>
  <news:news>
   <news:publication>
    <news:name>RUDA DIRECTOR</news:name>
    <news:language>ko</news:language>
   </news:publication>
   <news:title>MCP 요청 로그가 안 보일 때: logLevel과 응답 스트림 진단</news:title>
   <news:publication_date>2026-10-09T17:14:59Z</news:publication_date>
   <news:genres>Blog</news:genres>
  </news:news>
 </url>
 <url>
  <loc>https://rudadirector.blog/2026/10/10/mcp-resource-updates-subscriptions-listen-cache-invalidation/</loc>
  <lastmod>2026-10-09T16:17:21Z</lastmod>
  <news:news>
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    <news:name>RUDA DIRECTOR</news:name>
    <news:language>ko</news:language>
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   <news:title>MCP 리소스가 갱신되지 않을 때: subscriptions/listen 수락 필터와 캐시 진단</news:title>
   <news:publication_date>2026-10-09T16:16:49Z</news:publication_date>
   <news:genres>Blog</news:genres>
  </news:news>
 </url>
 <url>
  <loc>https://rudadirector.blog/2026/10/10/ai-trap-spot-ai-mistakes-en/</loc>
  <lastmod>2026-10-09T16:05:53Z</lastmod>
  <news:news>
   <news:publication>
    <news:name>RUDA DIRECTOR</news:name>
    <news:language>ko</news:language>
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   <news:publication_date>2026-10-09T16:05:23Z</news:publication_date>
   <news:genres>Blog</news:genres>
  </news:news>
 </url>
 <url>
  <loc>https://rudadirector.blog/2026/10/10/ai-trap-spot-ai-mistakes-ko/</loc>
  <lastmod>2026-10-09T16:05:46Z</lastmod>
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    <news:name>RUDA DIRECTOR</news:name>
    <news:language>ko</news:language>
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   <news:publication_date>2026-10-09T16:05:19Z</news:publication_date>
   <news:genres>Blog</news:genres>
  </news:news>
 </url>
 <url>
  <loc>https://rudadirector.blog/ai-trap/</loc>
  <lastmod>2026-10-09T16:06:45Z</lastmod>
  <news:news>
   <news:publication>
    <news:name>RUDA DIRECTOR</news:name>
    <news:language>ko</news:language>
   </news:publication>
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   <news:publication_date>2026-10-09T16:02:49Z</news:publication_date>
   <news:genres>Blog</news:genres>
  </news:news>
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