{"id":516,"date":"2026-08-29T23:33:10","date_gmt":"2026-08-29T23:33:10","guid":{"rendered":"https:\/\/gilnas.synology.me\/wordpress\/516\/"},"modified":"2026-08-29T23:33:10","modified_gmt":"2026-08-29T23:33:10","slug":"%ec%97%90%ec%9d%b4%ec%a0%84%ed%8a%b8-%eb%8f%84%ea%b5%ac-%ea%b2%80%ec%a6%9d-%ea%b0%80%eb%8a%a5%ed%95%9c-%ec%8b%a4%ed%96%89%ec%9c%bc%eb%a1%9c-three-day-agent-tooling-shift","status":"publish","type":"post","link":"https:\/\/gilnas.synology.me\/wordpress\/516\/","title":{"rendered":"\uc5d0\uc774\uc804\ud2b8 \ub3c4\uad6c, \uac80\uc99d \uac00\ub2a5\ud55c \uc2e4\ud589\uc73c\ub85c | Three-Day Agent Tooling Shift"},"content":{"rendered":"<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/gilnas.synology.me\/wordpress\/wp-content\/uploads\/2026\/08\/ai-trend-hero-27.png\" alt=\"\uc5d0\uc774\uc804\ud2b8 \ub3c4\uad6c, \uac80\uc99d \uac00\ub2a5\ud55c \uc2e4\ud589\uc73c\ub85c | Three-Day Agent Tooling Shift\" \/><\/figure>\n<p><strong>\uc694\uc57d:<\/strong> \ucd5c\uadfc 72\uc2dc\uac04\uc758 AI\/LLM\u00b7AI Agent \uac1c\ubc1c \ub3c4\uad6c \ud750\ub984\uc740 \ubaa8\ub378 \uc790\uccb4\uc758 \uc0c8 \uae30\ub2a5\ubcf4\ub2e4 <strong>\ub3c4\uad6c \ud638\ucd9c\uc758 \uacbd\uacc4, \uc2e4\ud589 \ube44\uc6a9\uacfc trace\uc758 \uad00\uce21\uc131, \ud655\uc7a5 \uae30\ub2a5\uc758 \uc2e0\ub8b0 \uccb4\uc778<\/strong>\uc744 \uc81c\ud488 \uae30\ubcf8\uac12\uc73c\ub85c \ub04c\uc5b4\uc62c\ub9ac\ub294 \ubc29\ud5a5\uc5d0 \uc9d1\uc911\ub410\ub2e4. Claude Code\u00b7OpenAI Codex\u00b7Deep Agents\u00b7Hermes Agent\u00b7LangGraph\uc758 \ucd5c\uc2e0 \ubcc0\uacbd\uc740 \uc5d0\uc774\uc804\ud2b8\ub97c \ube60\ub974\uac8c \ub298\ub9ac\uae30\ubcf4\ub2e4, \uad8c\ud55c\u00b7MCP \uacb0\uacfc\u00b7\uc138\uc158 \ube44\uc6a9\u00b7\uc2e4\ud589 \uc774\ub825\uc744 \ud568\uaed8 \uad00\ub9ac\ud574\uc57c \ud55c\ub2e4\ub294 \uc2e4\ubb34 \uae30\uc900\uc744 \uad6c\uccb4\ud654\ud55c\ub2e4.<\/p>\n<h2>\ud575\uc2ec \ub2f5\ubcc0: \uc774\ubc88 3\uc77c \ub3d9\uc548 \uac1c\ubc1c\uc790\uac00 \uba3c\uc800 \ubc14\uafc0 \uac83\uc740?<\/h2>\n<p>\uc5d0\uc774\uc804\ud2b8 \ud504\ub85c\uc81d\ud2b8\uc758 \ub2e4\uc74c \uc6b0\uc120\uc21c\uc704\ub294 \ubaa8\ub378 \uad50\uccb4\uac00 \uc544\ub2c8\ub77c <strong>\ub3c4\uad6c \uacb0\uacfc\ub97c \ubaa8\ub378\uc5d0 \ub123\uae30 \uc804 \uac80\uc99d\ud558\ub294 \uacbd\uacc4<\/strong>\uc640 <strong>\uc2e4\ud589 \ub2e8\uc704\uc758 \ube44\uc6a9\u00b7trace\u00b7\uad8c\ud55c \uad00\uce21<\/strong>\uc774\ub2e4. \ucd5c\uc2e0 \ub9b4\ub9ac\uc2a4\ub4e4\uc740 MCP \ub3c4\uad6c \uacb0\uacfc \uac1c\uc785, \ubaa8\ub378 \uc804\ud658 \ud6c5, \ud504\ub86c\ud504\ud2b8 \uce90\uc2dc \uc9c0\ud45c, \uc11c\ube0c\uc5d0\uc774\uc804\ud2b8 \uc2a4\ud2b8\ub9ac\ubc0d, trace \ub77c\uc6b0\ud305\uc744 \uc81c\uacf5\ud55c\ub2e4. \uc774\ub294 \uc790\ub3d9\ud654 \ubc94\uc704\ub97c \ub113\ud790\uc218\ub85d \u201c\ubb34\uc5c7\uc744 \uc2e4\ud589\ud588\ub294\uac00\u201d\uc640 \u201c\uc65c \uadf8 \uacb0\uacfc\ub97c \ubbff\ub294\uac00\u201d\ub97c \uc7ac\ud604 \uac00\ub2a5\ud558\uac8c \ub0a8\uaca8\uc57c \ud55c\ub2e4\ub294 \uc2e0\ud638\ub2e4.<\/p>\n<ul>\n<li><strong>\ud655\uc778\ub41c \uc0ac\uc2e4:<\/strong> \uc5ec\ub7ec \ucd5c\uc2e0 \ub3c4\uad6c\uac00 MCP\u00b7\ud655\uc7a5\u00b7\uc11c\ube0c\uc5d0\uc774\uc804\ud2b8\uc758 \ud1b5\uc81c \ubc0f \uad00\uce21 \uae30\ub2a5\uc744 \ucd94\uac00\ud558\uac70\ub098 \uac15\ud654\ud588\ub2e4.<\/li>\n<li><strong>\uc2e4\ubb34 \ud574\uc11d:<\/strong> \ub2e8\uc77c \ud504\ub86c\ud504\ud2b8 \ud488\uc9c8\ub9cc\uc73c\ub85c\ub294 \ucda9\ubd84\ud558\uc9c0 \uc54a\uc73c\uba70, \uc815\ucc45 \uac80\uc0ac\u00b7\uad8c\ud55c \ucd5c\uc18c\ud654\u00b7trace \uae30\ubc18 \ud3c9\uac00\uac00 \ubc30\ud3ec \uc870\uac74\uc774 \ub41c\ub2e4.<\/li>\n<li><strong>\uc8fc\uc758:<\/strong> \uc544\ub798\uc758 \uc6b4\uc601 \uad8c\uace0\ub294 \uac01 \ub9b4\ub9ac\uc2a4 \ub178\ud2b8\uc5d0\uc11c \uc9c1\uc811 \ubcf4\uc7a5\ud55c \uae30\ub2a5 \ubc94\uc704\ub97c \ub118\uc5b4\uc120 \uc77c\ubc18\uc801\uc778 \uc124\uacc4 \uc81c\uc548\uc774\uba70, \uac01 \ud300 \ud658\uacbd\uc5d0\uc11c \uac80\uc99d\ud574\uc57c \ud55c\ub2e4.<\/li>\n<\/ul>\n<h2>3\uc77c \uacb0\ub860: \uc5d0\uc774\uc804\ud2b8 \uc2a4\ud0dd\uc740 \u2018\ub354 \ub9ce\uc740 \ub3c4\uad6c\u2019\uc5d0\uc11c \u2018\uac80\uc99d \uac00\ub2a5\ud55c \uc2e4\ud589\u2019\uc73c\ub85c \uc774\ub3d9\ud55c\ub2e4<\/h2>\n<p>8\uc6d4 27~30\uc77c(KST) \uad00\ucc30\ub41c 5\uac1c \ud575\uc2ec \uc5c5\ub370\uc774\ud2b8\ub294 \uc11c\ub85c \ub2e4\ub978 \uc81c\ud488\uc5d0\uc11c \ub098\uc654\uc9c0\ub9cc \uacf5\ud1b5\uc810\uc774 \ub69c\ub837\ud558\ub2e4. \uccab\uc9f8, \ubaa8\ub378\u00b7\ub3c4\uad6c\u00b7\ud655\uc7a5 \uc0ac\uc774\uc758 \uc785\ub825 \uacbd\uacc4\ub97c \ub2e4\ub8ec\ub2e4. \ub458\uc9f8, \uc7a5\uc2dc\uac04\u00b7\ubcd1\ub82c \uc2e4\ud589\uc5d0\uc11c \ube44\uc6a9\uacfc \uc2e4\ud328\ub97c \uad00\ucc30\ud558\uac8c \ud55c\ub2e4. \uc14b\uc9f8, \ud655\uc7a5\uc774\ub098 \ud30c\uc77c \uacbd\ub85c\ucc98\ub7fc \ubcf4\uc870 \uae30\ub2a5\uc774 \ub9cc\ub4dc\ub294 \uc6b0\ud68c \uacbd\ub85c\ub97c \ub9c9\ub294\ub2e4. \ub530\ub77c\uc11c \ud300\uc758 \ub2e4\uc74c \uc2a4\ud504\ub9b0\ud2b8 \ubaa9\ud45c\ub294 \uc5d0\uc774\uc804\ud2b8 \uc218\ub97c \ub298\ub9ac\ub294 \uc77c\uc774 \uc544\ub2c8\ub77c, \uac01 \uc2e4\ud589\uc774 \uc815\ucc45\uc744 \ud1b5\uacfc\ud588\uace0 \ube44\uc6a9\u00b7trace\u00b7\uacb0\uacfc \uadfc\uac70\ub97c \ub0a8\uacbc\ub2e4\ub294 \uac83\uc744 \ud655\uc778\ud558\ub294 \uc77c\uc774\uc5b4\uc57c \ud55c\ub2e4.<\/p>\n<h2>\ud750\ub984 1. MCP\uc640 \ud655\uc7a5 \uae30\ub2a5\uc774 \ubaa8\ub378 \uc785\ub825 \uc804 \u2018\uac80\uc0ac \uac00\ub2a5\ud55c \uacbd\uacc4\u2019\uac00 \ub41c\ub2e4<\/h2>\n<h3>Codex: MCP \uacb0\uacfc\uc5d0 \ud655\uc7a5\uc774 \uac1c\uc785\ud560 \uc218 \uc788\ub294 \uc9c0\uc810 \ucd94\uac00<\/h3>\n<p><a href=\"https:\/\/github.com\/openai\/codex\/releases\/tag\/rust-v0.151.0\" target=\"_blank\" rel=\"noopener\">OpenAI Codex rust-v0.151.0<\/a>(8\uc6d4 29\uc77c \uacf5\uac1c)\uc740 \uc120\ud0dd\ud615 MCP \uc11c\ubc84\uc758 \ub3c4\uad6c \ubc1c\uacac\uc744 \uc704\ud55c \uc720\uc608 \uc2dc\uac04\uc744 \uc124\uc815\ud560 \uc218 \uc788\uac8c \ud588\uace0, \ud655\uc7a5 \ud504\ub85c\uadf8\ub7a8\uc774 MCP \ub3c4\uad6c \uacb0\uacfc\uac00 \ubaa8\ub378\uc5d0 \ub3c4\ub2ec\ud558\uae30 \uc804\uc5d0 \uac80\uc0ac\ud558\uac70\ub098 \ub300\uccb4\ud560 \uc218 \uc788\uac8c \ud588\ub2e4. \ub610\ud55c \ud504\ub85c\uc81d\ud2b8\ubcc4 \ub9c8\ucf13\ud50c\ub808\uc774\uc2a4 \uc124\uc815\uc744 \uacb0\ud569\ud558\ub418 \uc798\ubabb\ub41c \ud56d\ubaa9\uc774 \uc720\ud6a8\ud55c \ud50c\ub7ec\uadf8\uc778\uc744 \uc228\uae30\uc9c0 \uc54a\ub3c4\ub85d \ud588\ub2e4.<\/p>\n<p><strong>\uc2dc\uc0ac\uc810:<\/strong> MCP \uc751\ub2f5\uc744 \uace7\ubc14\ub85c \uc2e0\ub8b0\ud558\ub294 \uad6c\uc870 \ub300\uc2e0, \uacb0\uacfc \uc2a4\ud0a4\ub9c8\u00b7\ubbfc\uac10\uc815\ubcf4\u00b7\ud5c8\uc6a9 \ub3c4\uba54\uc778\u00b7\uba85\ub839 \uc704\ud5d8\ub3c4\ub97c \uac80\uc0ac\ud558\ub294 \uc911\uac04 \uacc4\uce35\uc744 \uc124\uacc4\ud560 \uc218 \uc788\ub2e4. \ub2e4\ub9cc \u2018\uac80\uc0ac \uae30\ub2a5\uc774 \uc788\ub2e4\u2019\ub294 \uc0ac\uc2e4\uc774 \uc548\uc804\ud55c \uc815\ucc45\uc744 \uc790\ub3d9\uc73c\ub85c \uc81c\uacf5\ud55c\ub2e4\ub294 \ub73b\uc740 \uc544\ub2c8\ub2e4. \ud300\uc740 \ud5c8\uc6a9 \ubaa9\ub85d, \uad6c\uc870\ud654\ub41c \ucd9c\ub825 \uac80\uc99d, \ucc28\ub2e8 \uc0ac\uc720 \ub85c\uadf8\ub97c \uc9c1\uc811 \uc815\uc758\ud574\uc57c \ud55c\ub2e4.<\/p>\n<h3>Deep Agents: \ud655\uc7a5\uc740 \ubc1c\uacac\u00b7\uc2e0\ub8b0\u00b7\uac80\uc0ac UX\uc640 \ud568\uaed8 \ub3c4\uc785<\/h3>\n<p><a href=\"https:\/\/github.com\/langchain-ai\/deepagents\/releases\/tag\/deepagents-code%3D%3D0.1.65\" target=\"_blank\" rel=\"noopener\">LangChain Deep Agents Code 0.1.65<\/a>(8\uc6d4 29\uc77c KST \uacf5\uac1c)\ub294 Python \ud655\uc7a5\uc758 \ubc1c\uacac\u00b7\uc124\uc815\u00b7\ub85c\ub529\u00b7\ub7f0\ud0c0\uc784 \ud638\uc2a4\ud305\uacfc \uc2e0\ub8b0\/\uac80\uc0ac UX\ub97c \ucd94\uac00\ud588\ub2e4. \uac19\uc740 \ub9b4\ub9ac\uc2a4\ub294 MCP \ub3c4\uad6c \uc774\ub984 \uae38\uc774\ub97c \uacf5\uae09\uc790 \ud638\ud658 \ubc94\uc704\ub85c \uc81c\ud55c\ud558\uace0, \uc790\ub3d9 \uc2b9\uc778 \uac8c\uc774\ud2b8\uc758 \uacbd\ub85c \ud655\uc7a5 \ucc98\ub9ac\ub3c4 \uc218\uc815\ud588\ub2e4.<\/p>\n<p><strong>\uc2dc\uc0ac\uc810:<\/strong> \uc5d0\uc774\uc804\ud2b8 \ud655\uc7a5\uc740 \ud328\ud0a4\uc9c0 \uc124\uce58 \ud3b8\uc758 \uae30\ub2a5\uc774 \uc544\ub2c8\ub77c \uacf5\uae09\ub9dd\u00b7\uad8c\ud55c \ubaa8\ub378\uc758 \uc77c\ubd80\ub2e4. \ud655\uc7a5\uc744 \ud5c8\uc6a9\ud558\uae30 \uc804\uc5d0\ub294 \ucd9c\ucc98, \ubc84\uc804 \uace0\uc815, \ud544\uc694\ud55c \ud30c\uc77c\/\ub124\ud2b8\uc6cc\ud06c \uad8c\ud55c, \uc81c\uac70 \uc808\ucc28\ub97c \ub9ac\ubdf0\ud574\uc57c \ud55c\ub2e4. \uc790\ub3d9 \uc2b9\uc778\uc740 \uc881\uc740 \uc77d\uae30 \uc804\uc6a9 \uc791\uc5c5\ubd80\ud130 \uc2dc\uc791\ud558\uace0, \uc4f0\uae30\u00b7\ubc30\ud3ec\u00b7\ube44\uc6a9 \ubc1c\uc0dd \uc791\uc5c5\uc740 \ubcc4\ub3c4 \uc2b9\uc778 \ub2e8\uacc4\ub85c \ub0a8\uae30\ub294 \ud3b8\uc774 \uc548\uc804\ud558\ub2e4.<\/p>\n<h2>\ud750\ub984 2. \uc7a5\uc2dc\uac04\u00b7\ubcd1\ub82c \uc5d0\uc774\uc804\ud2b8\uc758 \ube44\uc6a9\uacfc \uc2e4\ud589 \uc774\ub825\uc774 \uc81c\ud488 \ud45c\uba74\uc73c\ub85c \ub098\uc628\ub2e4<\/h2>\n<h3>Claude Code: \ubaa8\ub378 \uc804\ud658, \uc11c\ube0c\uc5d0\uc774\uc804\ud2b8, \uce90\uc2dc \ube44\uc6a9\uc744 \uad00\ucc30 \uac00\ub2a5\ud55c \uc774\ubca4\ud2b8\ub85c<\/h3>\n<p><a href=\"https:\/\/github.com\/anthropics\/claude-code\/releases\/tag\/v2.1.251\" target=\"_blank\" rel=\"noopener\">Claude Code v2.1.251<\/a>(8\uc6d4 29\uc77c KST \uacf5\uac1c)\uc740 <code>PreModelSwitch<\/code>\u00b7<code>PostModelSwitch<\/code> \ud6c5, \ud3ec\uadf8\ub77c\uc6b4\ub4dc \uc11c\ube0c\uc5d0\uc774\uc804\ud2b8 \ub3c4\uad6c \ud638\ucd9c\/\uacb0\uacfc\uc758 Remote Control \uc2a4\ud2b8\ub9ac\ubc0d, \uc138\uc158\ubcc4 \ud504\ub86c\ud504\ud2b8 \uce90\uc2dc \uc801\uc911\ub960\u00b7\uc7ac\uce90\uc2dc \ud1a0\ud070\uc744 \ubcf4\uc5ec\uc8fc\ub294 <code>\/cost<\/code> \ud56d\ubaa9\uc744 \ucd94\uac00\ud588\ub2e4. \ub610\ud55c \uac8c\uc774\ud2b8\uc6e8\uc774 \ud658\uacbd\uc5d0\uc11c \uc9c0\ucd9c \ud55c\ub3c4 \uc0c1\ud0dc\ub97c \ub178\ucd9c\ud55c\ub2e4.<\/p>\n<p><strong>\uc2dc\uc0ac\uc810:<\/strong> \ubaa8\ub378 \uc804\ud658\uc740 \uc131\ub2a5 \ud29c\ub2dd\ub9cc\uc774 \uc544\ub2c8\ub77c \ube44\uc6a9\u00b7\ub370\uc774\ud130 \ucc98\ub9ac\u00b7\uad8c\ud55c \uc815\ucc45\uc774 \ubc14\ub00c\ub294 \uc0ac\uac74\uc774\ub2e4. \ud6c5\uc5d0\uc11c \ud5c8\uc6a9 \ubaa8\ub378, \ucd5c\ub300 \ube44\uc6a9, \ubbfc\uac10 \uc791\uc5c5 \uc5ec\ubd80\ub97c \ud655\uc778\ud558\uace0, \uce90\uc2dc \ubbf8\uc2a4\uc640 \uc7ac\uc2dc\ub3c4 \uae09\uc99d\uc744 \ub9b4\ub9ac\uc2a4 \ud68c\uadc0 \uc2e0\ud638\ub85c \uc0bc\ub294 \uac83\uc774 \uc88b\ub2e4. \uc11c\ube0c\uc5d0\uc774\uc804\ud2b8 \ub85c\uadf8\ub294 \ub514\ubc84\uae45\uc5d0 \uc720\uc6a9\ud558\uc9c0\ub9cc, \ube44\ubc00\uac12\uacfc \uc0ac\uc6a9\uc790 \ub370\uc774\ud130\ub97c trace\uc5d0 \ub0a8\uae30\uc9c0 \uc54a\ub294 \ub9c8\uc2a4\ud0b9 \uaddc\uce59\ub3c4 \ubcd1\ud589\ud574\uc57c \ud55c\ub2e4.<\/p>\n<h3>LangGraph\uc640 Hermes: trace\uc640 \uc6b4\uc601 \ub808\uc774\uc5b4\ub97c \uc2e4\ud589 \uae30\ubcf8\uac12\uc73c\ub85c<\/h3>\n<p><a href=\"https:\/\/github.com\/langchain-ai\/langgraph\/releases\/tag\/sdk%3D%3D0.4.4\" target=\"_blank\" rel=\"noopener\">LangGraph SDK 0.4.4<\/a>(8\uc6d4 28\uc77c KST \uacf5\uac1c)\ub294 \uc2a4\ub808\ub4dc \uc2a4\ud2b8\ub9bc\uc5d0\uc11c LangSmith trace\ub97c \ub77c\uc6b0\ud305\ud558\ub294 \ubcc0\uacbd\uc744 \ub2f4\uc558\ub2e4. <a href=\"https:\/\/github.com\/NousResearch\/hermes-agent\/releases\/tag\/v2026.8.27\" target=\"_blank\" rel=\"noopener\">Hermes Agent v0.20.6<\/a>(8\uc6d4 27\uc77c KST \uacf5\uac1c)\ub294 \uac80\uc99d\ub41c \uc6d0\uaca9 MCP \uce74\ud0c8\ub85c\uadf8 \ud655\uc7a5, <code>web_search<\/code>\/<code>web_extract<\/code> TTL \uacb0\uacfc \uce90\uc2dc, \uc800\uc7a5 \ube44\ubc00\uac12\uc758 \uc120\ud0dd\uc801 OS \ud0a4\uccb4\uc778 \uc554\ud638\ud654, cron \uc7a5\uc560 \ud655\uc778 \uae30\ub2a5 \ub4f1\uc744 \uc548\uc815 \ud0dc\uadf8\uc5d0 \ubb36\uc5c8\ub2e4.<\/p>\n<p><strong>\uc2dc\uc0ac\uc810:<\/strong> trace\ub294 \uc0ac\ud6c4 \ub514\ubc84\uadf8 \ub85c\uadf8\uac00 \uc544\ub2c8\ub77c \ubc30\ud3ec \uc804\ud6c4 \ud488\uc9c8 \uce21\uc815\uc758 \uc785\ub825\uc774\ub2e4. \uc2e4\ud589 ID\ub97c \uae30\uc900\uc73c\ub85c \ubaa8\ub378 \ud638\ucd9c, \ub3c4\uad6c \uc774\ub984, \uc815\ucc45 \ud310\uc815, \uc7ac\uc2dc\ub3c4, \ucd5c\uc885 \uc0b0\ucd9c\ubb3c \uac80\uc99d\uc744 \uc5f0\uacb0\ud558\uba74 \uc2e4\ud328\uac00 \u2018\ubaa8\ub378\uc774 \uc774\uc0c1\ud568\u2019\uc73c\ub85c \ubb49\uac1c\uc9c0\ub294 \uc77c\uc744 \uc904\uc77c \uc218 \uc788\ub2e4. \uce90\uc2dc\ub294 \ube44\uc6a9\uacfc \uc9c0\uc5f0\uc744 \uc904\uc77c \uc218 \uc788\uc9c0\ub9cc, \uc870\uc0ac\u00b7\ub274\uc2a4\u00b7\uad8c\ud55c\ucc98\ub7fc \ucd5c\uc2e0\uc131\uc774 \uc911\uc694\ud55c \ub3c4\uad6c\uc5d0\ub294 TTL\uacfc \uc7ac\uac80\uc99d \uae30\uc900\uc744 \uba85\uc2dc\ud574\uc57c \ud55c\ub2e4.<\/p>\n<h2>\ud750\ub984 3. \ud3b8\uc758 \uae30\ub2a5\uc758 \uc6b0\ud68c \uacbd\ub85c\ub97c \ub9c9\ub294 \ubcf4\uc548 \uc218\uc815\uc774 \ubc30\ud3ec \uae30\uc900\uc774 \ub41c\ub2e4<\/h2>\n<p>Claude Code v2.1.251\uc740 \uc791\uc5c5 \ub514\ub809\ud130\ub9ac \uc548\uc5d0\uc11c \uc2ec\ubcfc\ub9ad \ub9c1\ud06c\uac00 \uad50\uccb4\ub41c \ub4a4 \ud30c\uc77c \ub3c4\uad6c\uac00 \uc2b9\uc778 \ubc94\uc704 \ubc16\uc744 \uc77d\uac70\ub098 \uc4f8 \uc218 \uc788\ub358 \ubb38\uc81c, \ud50c\ub7ec\uadf8\uc778 \uba85\ub839\uc774 \ud50c\ub7ec\uadf8\uc778 \ub514\ub809\ud130\ub9ac \ubc16\uc744 \uac00\ub9ac\ud0ac \uc218 \uc788\ub358 \uacbd\ub85c \uc6b0\ud68c, Workflow \ub3c4\uad6c\uac00 \uc77d\uae30 \uad8c\ud55c \uac80\uc0ac \uc804 \uc678\ubd80 <code>scriptPath<\/code>\ub97c \uc77d\uc744 \uc218 \uc788\ub358 \ubb38\uc81c\ub97c \uc218\uc815\ud588\ub2e4. Grep\/Glob\uc758 \uc2ec\ubcfc\ub9ad \ub9c1\ud06c \uac80\uc0c9 \uacbd\ub85c\ub3c4 <code>Read(...)<\/code> \uac70\ubd80 \uaddc\uce59\uc744 \uc801\uc6a9\ud558\ub3c4\ub85d \uace0\ucce4\ub2e4.<\/p>\n<p><strong>\uc0ac\uc2e4\uacfc \uc801\uc6a9\uc758 \uad6c\ubd84:<\/strong> \uc774\ub294 \ud574\ub2f9 \ubc84\uc804\uc5d0\uc11c \uc218\uc815\ub41c \uad6c\uccb4\uc801 \uacbd\ub85c \uac80\uc99d \ubb38\uc81c\ub2e4. \uc774\ub97c \uadfc\uac70\ub85c \ubaa8\ub4e0 \uc5d0\uc774\uc804\ud2b8 \ub3c4\uad6c\uac00 \ucde8\uc57d\ud558\ub2e4\uace0 \ub2e8\uc815\ud560 \uc218\ub294 \uc5c6\ub2e4. \uadf8\ub7ec\ub098 \ud50c\ub7ec\uadf8\uc778, \uc791\uc5c5 \ud2b8\ub9ac, \ub85c\uceec \uc2a4\ud06c\ub9bd\ud2b8, MCP\uac00 \ud568\uaed8 \uc788\ub294 \ud658\uacbd\uc5d0\uc11c\ub294 \ud30c\uc77c \uacbd\uacc4\u00b7\uc2ec\ubcfc\ub9ad \ub9c1\ud06c\u00b7\uc0c1\ub300\uacbd\ub85c\u00b7\uc2b9\uc778 \ud6c4 \uc0c1\ud0dc \ubcc0\uacbd\uc744 \ud68c\uadc0 \ud14c\uc2a4\ud2b8\uc5d0 \ub123\uc5b4\uc57c \ud55c\ub2e4\ub294 \uac15\ud55c \uc2e4\ubb34 \uadfc\uac70\uac00 \ub41c\ub2e4.<\/p>\n<h2>\uac1c\ubc1c\uc790 \uc561\uc158 \uccb4\ud06c\ub9ac\uc2a4\ud2b8<\/h2>\n<ul>\n<li><strong>\uc774\ubc88 \uc8fc:<\/strong> \ubaa8\ub4e0 MCP \ub3c4\uad6c\ub97c \u2018\uc77d\uae30\/\uc4f0\uae30\/\uc678\ubd80 \uc804\uc1a1\/\ube44\uc6a9 \ubc1c\uc0dd\u2019\uc73c\ub85c \ubd84\ub958\ud558\uace0, \ubaa8\ub378 \uc785\ub825 \uc804 JSON \uc2a4\ud0a4\ub9c8\u00b7\ubbfc\uac10\uc815\ubcf4\u00b7\ucd9c\ucc98 \uac80\uc0ac \uc9c0\uc810\uc744 \ud558\ub098 \ub9cc\ub4e0\ub2e4.<\/li>\n<li><strong>\uc774\ubc88 \uc2a4\ud504\ub9b0\ud2b8:<\/strong> \uc2e4\ud589 ID \ud558\ub098\ub85c \ubaa8\ub378 \uc804\ud658, \ub3c4\uad6c \ud638\ucd9c, \uc2b9\uc778, \uc7ac\uc2dc\ub3c4, \uce90\uc2dc, \ucd5c\uc885 \uac80\uc99d\uc744 \uc5f0\uacb0\ud558\ub294 trace \ub300\uc2dc\ubcf4\ub4dc\ub97c \ub9cc\ub4e0\ub2e4. \uc2e4\ud328\uc728\u00b7\uc911\ub2e8\uc728\u00b7\uc7ac\uc2dc\ub3c4\u00b7\uce90\uc2dc \ubbf8\uc2a4\ub97c \ucd5c\uc18c \uc9c0\ud45c\ub85c \ub454\ub2e4.<\/li>\n<li><strong>\ubc30\ud3ec \uc804:<\/strong> \uc2ec\ubcfc\ub9ad \ub9c1\ud06c \uad50\uccb4, \uacbd\ub85c \ud0c8\ucd9c, \ud50c\ub7ec\uadf8\uc778 \uba85\ub839 \uacbd\ub85c, \uc545\uc131\/\uc608\uc0c1 \ubc16 MCP \uc751\ub2f5, \uc2b9\uc778 \ud6c4 \ud30c\uc77c \uc0c1\ud0dc \ubcc0\uacbd\uc744 \ud14c\uc2a4\ud2b8 \ucf00\uc774\uc2a4\uc5d0 \ucd94\uac00\ud55c\ub2e4.<\/li>\n<li><strong>\uc6b4\uc601 \uc911:<\/strong> \ud655\uc7a5\uacfc \uc6d0\uaca9 MCP\ub294 \ucd9c\ucc98\uc640 \ubc84\uc804\uc744 \uace0\uc815\ud558\uace0, \uad8c\ud55c\uc740 \uc791\uc5c5\ubcc4 \ucd5c\uc18c \uad8c\ud55c\uc73c\ub85c \ubd84\ub9ac\ud55c\ub2e4. \uc9c0\ucd9c\/\ud1a0\ud070 \ud55c\ub3c4\uc640 \uc0ac\ub78c \uc2b9\uc778 \uacbd\ub85c\ub97c \ubb38\uc11c\ud654\ud55c\ub2e4.<\/li>\n<\/ul>\n<h2>\uc790\uc8fc \ubb3b\ub294 \uc9c8\ubb38(FAQ)<\/h2>\n<h3>Q. \ucd5c\uc2e0 \uc5d0\uc774\uc804\ud2b8 \ub3c4\uad6c\ub85c \ubc14\ub85c \uc5c5\uadf8\ub808\uc774\ub4dc\ud558\uba74 \uc548\uc804\ud55c\uac00?<\/h3>\n<p>A. \ub9b4\ub9ac\uc2a4 \ub178\ud2b8\uc5d0 \ubcf4\uc548 \uc218\uc815\uc774 \uc788\ub2e4\uba74 \uc601\ud5a5 \ubc94\uc704\ub97c \ud655\uc778\ud55c \ub4a4 \ud14c\uc2a4\ud2b8 \ud658\uacbd\uc5d0\uc11c \uc6b0\uc120 \uac80\uc99d\ud560 \uc774\uc720\uac00 \uc788\ub2e4. \ub2e4\ub9cc \uc5c5\uadf8\ub808\uc774\ub4dc \uc790\uccb4\uac00 \uae30\uc874 \uc815\ucc45, \ud655\uc7a5 \ud638\ud658\uc131, \uad00\uce21 \uc124\uc815\uc744 \ub300\uccb4\ud558\uc9c0\ub294 \uc54a\ub294\ub2e4. \uc7a0\uae08 \ud30c\uc77c\u00b7\uad8c\ud55c \uc815\ucc45\u00b7\ud68c\uadc0 \ud14c\uc2a4\ud2b8\ub97c \ud568\uaed8 \uc810\uac80\ud574\uc57c \ud55c\ub2e4.<\/p>\n<h3>Q. MCP\ub97c \uc4f0\uc9c0 \uc54a\uc73c\uba74 \uc774\ubc88 \ud750\ub984\uacfc \ubb34\uad00\ud55c\uac00?<\/h3>\n<p>A. \uc544\ub2c8\ub2e4. MCP\uac00 \uc544\ub2c8\uc5b4\ub3c4 \ud50c\ub7ec\uadf8\uc778, CLI, \ube0c\ub77c\uc6b0\uc800 \uc790\ub3d9\ud654, \uc0ac\ub0b4 API\ucc98\ub7fc \ubaa8\ub378\uc774 \uc678\ubd80 \uacb0\uacfc\ub97c \ubc1b\uc544 \uc2e4\ud589\ud558\ub294 \ubaa8\ub4e0 \uacbd\uacc4\uc5d0 \uac19\uc740 \uc6d0\uce59\uc774 \uc801\uc6a9\ub41c\ub2e4. \uc785\ub825 \uac80\uc99d, \ucd5c\uc18c \uad8c\ud55c, \uc2e4\ud589 \uadfc\uac70 \uae30\ub85d\uc774 \ud575\uc2ec\uc774\ub2e4.<\/p>\n<h3>Q. \ubb34\uc5c7\ubd80\ud130 \uce21\uc815\ud574\uc57c \ud558\ub098?<\/h3>\n<p>A. \ubaa8\ub378\ubcc4 \ube44\uc6a9\ub9cc \ubcf4\uc9c0 \ub9d0\uace0 \uc791\uc5c5 \uc131\uacf5\ub960, \ub3c4\uad6c \uc624\ub958\uc728, \uc815\ucc45 \ucc28\ub2e8 \uc218, \uc0ac\ub78c \uc2b9\uc778 \ub300\uae30 \uc2dc\uac04, \uc7ac\uc2dc\ub3c4 \ud69f\uc218, \uce90\uc2dc \uc801\uc911\ub960\uc744 \ub3d9\uc77c\ud55c \uc2e4\ud589 ID\ub85c \ubb36\uc5b4 \ubcf4\ub77c. \uc774 \uc870\ud569\uc774 \uc131\ub2a5\u00b7\ube44\uc6a9\u00b7\uc548\uc804\uc131 \uc0ac\uc774\uc758 \uc2e4\uc81c \ud2b8\ub808\uc774\ub4dc\uc624\ud504\ub97c \ubcf4\uc5ec\uc900\ub2e4.<\/p>\n<h2>\uc8fc\uc694 \ucd9c\ucc98<\/h2>\n<ul>\n<li><a href=\"https:\/\/github.com\/anthropics\/claude-code\/releases\/tag\/v2.1.251\" target=\"_blank\" rel=\"noopener\">Anthropic Claude Code v2.1.251 \ub9b4\ub9ac\uc2a4 \ub178\ud2b8<\/a><\/li>\n<li><a href=\"https:\/\/github.com\/openai\/codex\/releases\/tag\/rust-v0.151.0\" target=\"_blank\" rel=\"noopener\">OpenAI Codex rust-v0.151.0 \ub9b4\ub9ac\uc2a4 \ub178\ud2b8<\/a><\/li>\n<li><a href=\"https:\/\/github.com\/langchain-ai\/deepagents\/releases\/tag\/deepagents-code%3D%3D0.1.65\" target=\"_blank\" rel=\"noopener\">LangChain Deep Agents Code 0.1.65 \ub9b4\ub9ac\uc2a4 \ub178\ud2b8<\/a><\/li>\n<li><a href=\"https:\/\/github.com\/NousResearch\/hermes-agent\/releases\/tag\/v2026.8.27\" target=\"_blank\" rel=\"noopener\">Hermes Agent v0.20.6 \ub9b4\ub9ac\uc2a4 \ub178\ud2b8<\/a><\/li>\n<li><a href=\"https:\/\/github.com\/langchain-ai\/langgraph\/releases\/tag\/sdk%3D%3D0.4.4\" target=\"_blank\" rel=\"noopener\">LangGraph SDK 0.4.4 \ub9b4\ub9ac\uc2a4 \ub178\ud2b8<\/a><\/li>\n<\/ul>\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>\uc694\uc57d: \ucd5c\uadfc 72\uc2dc\uac04\uc758 AI\/LLM\u00b7AI Agent \uac1c\ubc1c \ub3c4\uad6c \ud750\ub984\uc740 \ubaa8\ub378 \uc790\uccb4\uc758 \uc0c8 \uae30\ub2a5\ubcf4\ub2e4 \ub3c4\uad6c \ud638\ucd9c\uc758 \uacbd\uacc4, \uc2e4\ud589 \ube44\uc6a9\uacfc trace\uc758 \uad00\uce21\uc131, \ud655\uc7a5 \uae30\ub2a5\uc758 \uc2e0\ub8b0 \uccb4\uc778\uc744 \uc81c\ud488 \uae30\ubcf8\uac12\uc73c\ub85c \ub04c\uc5b4\uc62c\ub9ac\ub294 \ubc29\ud5a5\uc5d0 \uc9d1\uc911\ub410\ub2e4. Claude Code\u00b7OpenAI Codex\u00b7Deep Agents\u00b7Hermes Agent\u00b7LangGraph\uc758 \ucd5c\uc2e0 \ubcc0\uacbd\uc740 \uc5d0\uc774\uc804\ud2b8\ub97c \ube60\ub974\uac8c \ub298\ub9ac\uae30\ubcf4\ub2e4, \uad8c\ud55c\u00b7MCP \uacb0\uacfc\u00b7\uc138\uc158 \ube44\uc6a9\u00b7\uc2e4\ud589 \uc774\ub825\uc744 \ud568\uaed8 \uad00\ub9ac\ud574\uc57c \ud55c\ub2e4\ub294 \uc2e4\ubb34 \uae30\uc900\uc744 \uad6c\uccb4\ud654\ud55c\ub2e4. \ud575\uc2ec \ub2f5\ubcc0: \uc774\ubc88 3\uc77c \ub3d9\uc548 \uac1c\ubc1c\uc790\uac00 \uba3c\uc800 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":515,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3],"tags":[],"class_list":["post-516","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-trend"],"blocksy_meta":[],"_links":{"self":[{"href":"https:\/\/gilnas.synology.me\/wordpress\/wp-json\/wp\/v2\/posts\/516","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=516"}],"version-history":[{"count":0,"href":"https:\/\/gilnas.synology.me\/wordpress\/wp-json\/wp\/v2\/posts\/516\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/gilnas.synology.me\/wordpress\/wp-json\/wp\/v2\/media\/515"}],"wp:attachment":[{"href":"https:\/\/gilnas.synology.me\/wordpress\/wp-json\/wp\/v2\/media?parent=516"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/gilnas.synology.me\/wordpress\/wp-json\/wp\/v2\/categories?post=516"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/gilnas.synology.me\/wordpress\/wp-json\/wp\/v2\/tags?post=516"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}