{"id":226,"date":"2026-07-03T23:38:34","date_gmt":"2026-07-03T23:38:34","guid":{"rendered":"https:\/\/gilnas.synology.me\/wordpress\/226\/"},"modified":"2026-07-03T23:38:34","modified_gmt":"2026-07-03T23:38:34","slug":"ai-%ec%97%90%ec%9d%b4%ec%a0%84%ed%8a%b8%ec%99%80-%eb%a9%80%ed%8b%b0%eb%aa%a8%eb%8b%ac-llm%ec%9d%98-%ec%a7%84%ed%99%94-%ec%9e%90%ec%9c%a8%ec%a0%81-%ec%9b%8c%ed%81%ac%ed%94%8c%eb%a1%9c%ec%9a%b0","status":"publish","type":"post","link":"https:\/\/gilnas.synology.me\/wordpress\/226\/","title":{"rendered":"AI \uc5d0\uc774\uc804\ud2b8\uc640 \uba40\ud2f0\ubaa8\ub2ec LLM\uc758 \uc9c4\ud654: \uc790\uc728\uc801 \uc6cc\ud06c\ud50c\ub85c\uc6b0\uc640 \uac1c\ubc1c\uc790 \ub3c4\uad6c\uc758 \uaca9\ubcc0 | The Evolution of AI Agents and Multimodal LLMs: Shifting Agentic Workflows and Developer Tooling"},"content":{"rendered":"<p><!DOCTYPE html><br \/>\n<html lang=\"ko\"><br \/>\n<head><br \/>\n    <meta charset=\"UTF-8\"><br \/>\n    <title>AI \uc5d0\uc774\uc804\ud2b8 \ubcf4\uc548 \uc704\ud611\uacfc \uac1c\ubc1c \uc6cc\ud06c\ud50c\ub85c\ub4dc\uc758 \uc9c4\ud654 | AI Agent Security Threats and the Evolution of Dev Workflows<\/title><\/p>\n<style>\n        body { font-family: 'Segoe UI', Tahoma, Geneva, Verdana, sans-serif; line-height: 1.6; color: #333; max-width: 800px; margin: 0 auto; padding: 20px; }\n        h1 { color: #1a202c; border-bottom: 2px solid #edf2f7; padding-bottom: 10px; }\n        h2 { color: #2d3748; margin-top: 30px; border-left: 5px solid #3182ce; padding-left: 15px; }\n        h3 { color: #4a5568; }\n        .summary-box { background-color: #f7fafc; border: 1px solid #e2e8f0; padding: 20px; border-radius: 8px; margin: 20px 0; }\n        .conclusion-box { background-color: #ebf8ff; border: 1px solid #bee3f8; padding: 15px; border-radius: 8lt; margin: 20px 0; }\n        .source-link { color: #3182ce; text-decoration: none; }\n        .source-link:hover { text-decoration: underline; }\n        .excerpt { font-style: italic; color: #718096; margin-bottom: 20px; }\n        ul { padding-left: 20px; }\n        li { margin-bottom: 10px; }\n    <\/style>\n<p><\/head><br \/>\n<body><\/p>\n<h1>AI \uc5d0\uc774\uc804\ud2b8 \ubcf4\uc548 \uc704\ud611\uacfc \uac1c\ubc1c \uc6cc\ud06c\ud50c\ub85c\ub4dc\uc758 \uc9c4\ud654 | AI Agent Security Threats and the Evolution of Dev Workflows<\/h1>\n<p class=\"excerpt\">\ucd5c\uadfc MCP(Model Context Protocol)\ub97c \ud1b5\ud55c \ub3c4\uad6c \uc624\uc5fc \uacf5\uaca9 \ub4f1 \ubcf4\uc548 \ucde8\uc57d\uc810\uc774 \ubd80\uac01\ub418\ub294 \uac00\uc6b4\ub370, Claude Code\uc640 \uac19\uc740 \uace0\ub3c4\ud654\ub41c \uc5d0\uc774\uc804\ud2b8 \uc6cc\ud06c\ud50c\ub85c\uc6b0\uac00 \ub4f1\uc7a5\ud558\uba70 \uac1c\ubc1c \uc0dd\ud0dc\uacc4\uc758 \uc9c0\uac01\ubcc0\ub3d9\uc774 \uc77c\uc5b4\ub098\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<div class=\"conclusion-box\">\n<h2>\ud575\uc2ec \ub2f5\ubcc0 (3\uc77c \uacb0\ub860)<\/h2>\n<ul>\n<li><strong>\ubcf4\uc548 \uc774\uc288:<\/strong> AI \uc5d0\uc774\uc804\ud2b8\uc758 \ub3c4\uad6c \uc811\uadfc \uad8c\ud55c\uc744 \uc545\uc6a9\ud55c \uacf5\uaca9(MCP Poisoning, Prompt Injection)\uc5d0 \ub300\ud55c \uac15\ub825\ud55c \uac00\ub4dc\ub808\uc77c \uad6c\ucd95\uc774 \uc2dc\uae09\ud569\ub2c8\ub2e4.<\/li>\n<li><strong>\uac1c\ubc1c \uc0dd\uc0b0\uc131:<\/strong> 1,000\uac1c \uc774\uc0c1\uc758 \ubcd1\ub82c \uc11c\ube0c \uc5d0\uc774\uc804\ud2b8\ub97c \ud65c\uc6a9\ud560 \uc218 \uc788\ub294 dynamic workflow\uac00 \ubcf8\uaca9\ud654\ub418\uba70 \uac1c\ubc1c\uc790\uc758 \uc5ed\ud560\uc774 &#8216;\ucf54\ub4dc \uc791\uc131&#8217;\uc5d0\uc11c &#8216;\uc5d0\uc774\uc804\ud2b8 \uc624\ucf00\uc2a4\ud2b8\ub808\uc774\uc158&#8217;\uc73c\ub85c \uc774\ub3d9\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul><\/div>\n<h2>1. AI \uc5d0\uc774\uc804\ud2b8 \ubcf4\uc548\uc758 \uc0c8\ub85c\uc6b4 \uc804\uc120: MCP\uc640 \ud504\ub86c\ud504\ud2b8 \uc778\uc81d\uc158<\/h2>\n<p>\ucd5c\uadfc 72\uc2dc\uac04 \ub3d9\uc548 \uc8fc\ubaa9\ubc1b\uc740 \uac00\uc7a5 \ud070 \ubcc0\ud654\ub294 AI \uc5d0\uc774\uc804\ud2b8\uac00 \uc678\ubd80 \ub3c4\uad6c\uc640 \uc0c1\ud638\uc791\uc6a9\ud558\ub294 \ubc29\uc2dd\uc5d0\uc11c\uc758 \ubcf4\uc548 \uc704\ud611\uc785\ub2c8\ub2e4. \ud2b9\ud788 <strong>MCP(Model Context Protocol)<\/strong>\ub97c \ud1b5\ud574 \uacf5\uac1c\ub41c \ub3c4\uad6c\ub4e4\uc758 \uc124\uba85\uc744 \uc870\uc791\ud558\uc5ec \uc608\uc0c1\uce58 \ubabb\ud55c \ub3d9\uc791\uc744 \uc720\ub3c4\ud558\ub294 &#8216;Tool Poisoning&#8217; \uacf5\uaca9\uc774 \ub17c\uc758\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<ul>\n<li><strong>\ud504\ub86c\ud504\ud2b8 \uc778\uc81d\uc158\uc758 \uace0\ub3c4\ud654:<\/strong> \ub2e8\uc21c\ud55c \ud14d\uc2a4\ud2b8 \uc785\ub825\uc744 \ub118\uc5b4, RAG(Retrie\ud504\ud2b8 \uc99d\uac15 \uc0dd\uc131) \ud30c\uc774\ud504\ub77c\uc778\uacfc \ubaa8\ub378 \ub77c\uc6b0\ud130\ub97c \uaca8\ub0e5\ud55c \uc815\uad50\ud55c \uacf5\uaca9 \uae30\ubc95\uc774 \ubcf4\uace0\ub418\uc5c8\uc2b5\ub2c8\ub2e4. <a href=\"https:\/\/venturebeat.com\/security\/prompt-injection-is-exploiting-enterprise-ais-biggest-design-flaws-by-targeting-agents-rag-pipelines-and-model-routers\" class=\"source-link\" target=\"_blank\" rel=\"noopener\">\ucd9c\ucc98: VentureBeat<\/a><\/li>\n<li><strong>\uae30\uc5c5 \ubcf4\uc548 \ub300\uc751:<\/strong> Microsoft \ub4f1 \uc8fc\uc694 \uae30\uc5c5\ub4e4\uc740 \uc5d0\uc774\uc804\ud2b8\uc758 \ub3c4\uad6c \uc811\uadfc \uad8c\ud55c\uc744 \ub2e8\uc21c &#8216;\uc77d\uae30&#8217;\uc5d0\uc11c &#8216;\uc4f0\uae30\/\uc2e4\ud589&#8217;\uc73c\ub85c \ud655\ub300\ud560 \ub54c \ubc1c\uc0dd\ud558\ub294 \uc704\ud5d8\uc744 \uacbd\uace0\ud558\uba70, \uac15\ub825\ud55c \uac10\uc9c0 \ubc0f \ucc28\ub2e8 \uba54\ucee4\ub2c8\uc998\uc758 \ud544\uc694\uc131\uc744 \uac15\uc870\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. <a href=\"https:\/\/www.microsoft.com\/en-us\/security\/blog\/2026\/06\/30\/securing-ai-agents-ai-tools-move-from-reading-acting\/\" class=\"source-link\" target=\"_blank\" rel=\"noopener\">\ucd9c\ucc98: Microsoft Security Blog<\/a><\/li>\n<\/ul>\n<h2>2. Claude Code\uc640 \uc5d0\uc774\uc804\ud2f1 \uc6cc\ud06c\ud50c\ub85c\uc6b0\uc758 \ub300\uc911\ud654<\/h2>\n<p>\uac1c\ubc1c \uc0dd\uc0b0\uc131 \uce21\uba74\uc5d0\uc11c\ub294 Anthropic\uc758 <strong>Claude Code<\/strong>\uac00 \ubcf4\uc5ec\uc900 \ud601\uc2e0\uc801\uc778 \uc6cc\ud06c\ud50c\ub85c\uc6b0 \ubcc0\ud654\uac00 \ud575\uc2ec\uc785\ub2c8\ub2e4. \uc774\uc81c \uac1c\ubc1c\uc790\ub294 \ub2e8\uc77c \ud504\ub86c\ud504\ud2b8\ub85c \uc218\ucc9c \uac1c\uc758 \ubcd1\ub82c \uc5d0\uc774\uc804\ud2b8\ub97c \uc0dd\uc131\ud558\uc5ec \ubcf5\uc7a1\ud55c \ud504\ub85c\uc81d\ud2b8 \uc804\uccb4\ub97c \ub300\uc0c1\uc73c\ub85c \ud558\ub294 \ud14c\uc2a4\ud2b8, \ub9ac\ud329\ud1a0\ub9c1, \ubc84\uadf8 \uc218\uc815\uc744 \uc790\ub3d9\ud654\ud560 \uc218 \uc788\ub294 \uc2dc\ub300\ub97c \ub9de\uc774\ud588\uc2b5\ub2c8\ub2e4.<\/p>\n<ul>\n<li><strong>Dynamic Workflows:<\/strong> Claude Code Pro \uc0ac\uc6a9\uc790\ub97c \uc704\ud55c Dynamic Workflow \uae30\ub2a5\uc758 GA(General Availability) \ubc1c\ud45c\ub294 \uac1c\ubc1c \ud504\ub85c\uc138\uc2a4\uc758 \uc790\uc728\uc131\uc744 \uadf9\ub300\ud654\ud588\uc2b5\ub2c8\ub2e4. <a href=\"https:\/\/www.techtimes.com\/articles\/319532\/20260702\/claude-code-dynamic-workflows-go-ga-pro-users-can-now-spawn-1000-parallel-agents.htm\" class=\"source-link\" target=\"_blank\" rel=\"noopener\">\ucd9c\ucc98: Tech Times<\/a><\/li>\n<li><strong>\uc5d0\uc774\uc804\ud2b8 \uc624\ucf00\uc2a4\ud2b8\ub808\uc774\uc158:<\/strong> \uac1c\ubc1c\uc790\uc758 \uc5ed\ud560\uc740 \uc774\uc81c \ucf54\ub4dc\ub97c \uc9c1\uc811 \uc791\uc131\ud558\ub294 \uac83\ubcf4\ub2e4, \uc5d0\uc774\uc804\ud2b8\uac00 \uc801\uc808\ud55c \ub3c4\uad6c\ub97c \uc0ac\uc6a9\ud558\uace0 \uc548\uc804\ud558\uac8c \uc2e4\ud589\ub418\ub3c4\ub85d \uad00\ub9ac\ud558\ub294 &#8216;\uc9c0\ud718\uc790&#8217;\uc758 \uc5ed\ud560\ub85c \uc810\ucc28 \uc804\ud658\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n<h2>3. \uc778\ud504\ub77c \ubc0f \ud558\ub4dc\uc6e8\uc5b4 \ucc28\uc6d0\uc758 \ubcf4\uc548 \uac15\ud654<\/h2>\n<p>\ubcf4\uc548 \uc704\ud611\uc774 \ucee4\uc9d0\uc5d0 \ub530\ub77c, \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uacc4\uce35\uc744 \ub118\uc5b4 \ud504\ub85c\uc138\uc11c \uc218\uc900\uc5d0\uc11c\uc758 \ubcf4\ud638\ub97c \uc81c\uacf5\ud558\ub294 <strong>Confidential Computing<\/strong>(\uae30\ubc00 \ucef4\ud4e8\ud305)\uc758 \uc911\uc694\uc131\ub3c4 \ubd80\uac01\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<ul>\n<li><strong>Nvidia\uc758 \ubcf4\uc548 \uc804\ub7b5:<\/strong> Nvidia \uacbd\uc601\uc9c4\uc740 AI \uc5d0\uc774\uc804\ud2b8\uac00 \ub2e4\ub8e8\ub294 \ubbfc\uac10\ud55c \ub370\uc774\ud130\ub97c \ubcf4\ud638\ud558\uae30 \uc704\ud574 \ud558\ub4dc\uc6e8\uc5b4 \uae30\ubc18\uc758 \uaca9\ub9ac\ub41c \ud658\uacbd \uc81c\uacf5\uc774 \ud575\uc2ec\uc784\uc744 \ubc1d\ud614\uc2b5\ub2c8\ub2e4. <a href=\"https:\/\/www.computerworld.com\/article\/4189619\/qa-nvidia-exec-on-how-confidential-computing-can-secure-ai-agents.html\" class=\"source-link\" target=\"_blank\" rel=\"noopener\">\ucd9c\ucc98: Computerworld<\/a><\/li>\n<\/ul>\n<div class=\"summary-box\">\n<h2>\uac1c\ubc1c\uc790\ub97c \uc704\ud55c \uc2e4\ubb34 \uc801\uc6a9 \ud3ec\uc778\ud2b8 (Action Plan)<\/h2>\n<ul>\n<li><strong>\ubcf4\uc548 \uac00\ub4dc\ub808\uc77c \ub3c4\uc785:<\/strong> \uc624\ud508\uc18c\uc2a4 \uc5d0\uc774\uc804\ud2b8 \ud504\ub808\uc784\uc6cc\ud06c\ub098 MCP \uc11c\ubc84\ub97c \uc0ac\uc6a9\ud560 \ub54c, \uc2e0\ub8b0\ud560 \uc218 \uc5c6\ub294 \uc678\ubd80 \ud234 \ud638\ucd9c\uc5d0 \ub300\ud55c \uc815\uc801\/\ub3d9\uc801 \ubd84\uc11d \ub808\uc774\uc5b4\ub97c \uad6c\ucd95\ud558\uc2ed\uc2dc\uc624.<\/li>\n<li style=\"margin-top:10px;\"><strong>CI\/CD \ud30c\uc774\ud504\ub77c\uc778 \uc5c5\ub370\uc774\ud2b8:<\/strong> Claude Code \ub4f1\uc758 \ub3c4\uad6c\uac00 \uc0dd\uc131\ud55c \ucf54\ub4dc\ub97c \uac80\uc99d\ud558\uae30 \uc704\ud55c \uc790\ub3d9\ud654\ub41c \ubcf4\uc548 \ud14c\uc2a4\ud2b8 \uc2a4\uc704\ud2b8\ub97c \ud604\ub300\uc801\uc778 \uc5d0\uc774\uc804\ud2f1 \uc6cc\ud06c\ud50c\ub85c\uc6b0\uc5d0 \ub9de\uac8c \uac31\uc2e0\ud558\uc2ed\uc2dc\uc624.<\/li>\n<\/ul><\/div>\n<p><\/body><br \/>\n<\/html><\/p>\n<h2>\ub354 \uae4a\uac8c \uc77d\uae30: \uc2e4\uc804 \uac00\uc774\ub4dc<\/h2>\n<p>\uc774 \ub9ac\ud3ec\ud2b8\ub294 \ucd5c\uadfc \ud750\ub984\uc744 \ube60\ub974\uac8c \ud30c\uc545\ud558\uae30 \uc704\ud55c \uc694\uc57d\uc785\ub2c8\ub2e4. \uc2e4\uc81c \ud504\ub85c\uc81d\ud2b8\uc5d0 \uc801\uc6a9\ud560 \ub54c\ub294 \uc544\ub798\uc758 \uae30\uc900 \uae00\uacfc \ud568\uaed8 \ud655\uc778\ud558\uba74 \ub354 \uc548\uc804\ud569\ub2c8\ub2e4.<\/p>\n<ul>\n<li><a href=\"https:\/\/gilnas.synology.me\/wordpress\/113\/\">AI \uc5d0\uc774\uc804\ud2b8\ub780 \ubb34\uc5c7\uc778\uac00?<\/a><\/li>\n<li><a href=\"https:\/\/gilnas.synology.me\/wordpress\/114\/\">\ud504\ub86c\ud504\ud2b8 \uc778\uc81d\uc158 \ubcf4\uc548 \uccb4\ud06c\ub9ac\uc2a4\ud2b8<\/a><\/li>\n<li><a href=\"https:\/\/gilnas.synology.me\/wordpress\/115\/\">AI \ucf54\ub529 \ub3c4\uad6c \uc548\uc804 \uc6cc\ud06c\ud50c\ub85c<\/a><\/li>\n<li><a href=\"https:\/\/gilnas.synology.me\/wordpress\/118\/\">\uac1c\ubc1c\uc790 \ube14\ub85c\uadf8 \uc560\ub4dc\uc13c\uc2a4 \uc2b9\uc778 \uc804\ub7b5<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>AI \uc5d0\uc774\uc804\ud2b8 \ubcf4\uc548 \uc704\ud611\uacfc \uac1c\ubc1c \uc6cc\ud06c\ud50c\ub85c\ub4dc\uc758 \uc9c4\ud654 | AI Agent Security Threats and the Evolution of Dev Workflows AI \uc5d0\uc774\uc804\ud2b8 \ubcf4\uc548 \uc704\ud611\uacfc \uac1c\ubc1c \uc6cc\ud06c\ud50c\ub85c\ub4dc\uc758 \uc9c4\ud654 | AI Agent Security Threats and the Evolution of Dev Workflows \ucd5c\uadfc MCP(Model Context Protocol)\ub97c \ud1b5\ud55c \ub3c4\uad6c \uc624\uc5fc \uacf5\uaca9 \ub4f1 \ubcf4\uc548 \ucde8\uc57d\uc810\uc774 \ubd80\uac01\ub418\ub294 \uac00\uc6b4\ub370, Claude Code\uc640 \uac19\uc740 \uace0\ub3c4\ud654\ub41c \uc5d0\uc774\uc804\ud2b8 \uc6cc\ud06c\ud50c\ub85c\uc6b0\uac00 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3],"tags":[],"class_list":["post-226","post","type-post","status-publish","format-standard","hentry","category-ai-trend"],"blocksy_meta":[],"_links":{"self":[{"href":"https:\/\/gilnas.synology.me\/wordpress\/wp-json\/wp\/v2\/posts\/226","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/gilnas.synology.me\/wordpress\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/gilnas.synology.me\/wordpress\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/gilnas.synology.me\/wordpress\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/gilnas.synology.me\/wordpress\/wp-json\/wp\/v2\/comments?post=226"}],"version-history":[{"count":0,"href":"https:\/\/gilnas.synology.me\/wordpress\/wp-json\/wp\/v2\/posts\/226\/revisions"}],"wp:attachment":[{"href":"https:\/\/gilnas.synology.me\/wordpress\/wp-json\/wp\/v2\/media?parent=226"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/gilnas.synology.me\/wordpress\/wp-json\/wp\/v2\/categories?post=226"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/gilnas.synology.me\/wordpress\/wp-json\/wp\/v2\/tags?post=226"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}