{"id":682944,"date":"2026-02-23T12:59:05","date_gmt":"2026-02-23T11:59:05","guid":{"rendered":"https:\/\/blog.jetbrains.com\/?post_type=ai&#038;p=682944"},"modified":"2026-02-23T12:59:08","modified_gmt":"2026-02-23T11:59:08","slug":"building-ai-agents-in-kotlin-part-4-delegation-and-sub-agents","status":"publish","type":"ai","link":"https:\/\/blog.jetbrains.com\/ko\/ai\/2026\/02\/building-ai-agents-in-kotlin-part-4-delegation-and-sub-agents\/","title":{"rendered":"Kotlin\uc73c\ub85c AI \uc5d0\uc774\uc804\ud2b8 \uad6c\ucd95\ud558\uae30 \u2013 4\ubd80: \uc704\uc784\uacfc \uc11c\ube0c \uc5d0\uc774\uc804\ud2b8"},"content":{"rendered":"\n<p>\uc774\uc804 \uc2dc\ub9ac\uc988:<\/p>\n\n\n\n<ul>\n<li><a href=\"https:\/\/blog.jetbrains.com\/ko\/ai\/2026\/02\/building-ai-agents-in-kotlin-part-1-a-minimal-coding-agent\/\">Kotlin\uc73c\ub85c AI \uc5d0\uc774\uc804\ud2b8 \uad6c\ucd95\ud558\uae30 \u2013 1\ubd80: \ucd5c\uc18c \uad6c\uc131\uc758 \ucf54\ub529 \uc5d0\uc774\uc804\ud2b8<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/blog.jetbrains.com\/ko\/ai\/2026\/02\/building-ai-agents-in-kotlin-part-2-a-deeper-dive-into-tools\/\">Kotlin\uc73c\ub85c AI \uc5d0\uc774\uc804\ud2b8 \uad6c\ucd95\ud558\uae30 \u2013 2\ubd80: \ub3c4\uad6c\uc5d0 \ub300\ud55c \uc2ec\uce35 \ud0d0\uad6c<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/blog.jetbrains.com\/ko\/ai\/2026\/02\/building-ai-agents-in-kotlin-part-3-under-observation\/\">Kotlin\uc73c\ub85c AI \uc5d0\uc774\uc804\ud2b8 \uad6c\ucd95\ud558\uae30 \u2013 3\ubd80: \uad00\ucc30 \uac00\ub2a5\uc131 \ud655\ubcf4<\/a><\/li>\n<\/ul>\n\n\n\n<p>\uc9c0\ub09c \uae00\uc5d0\uc11c\ub294 \ucd94\uc801\uc744 \uc124\uc815\ud558\ub294 \uacfc\uc815\uc744 \uc0b4\ud3b4\ubd24\uc2b5\ub2c8\ub2e4. \uc774\uc81c \uc790\uc5f0\uc2a4\ub7fd\uac8c \ub450 \uac00\uc9c0 \uc9c8\ubb38\uc73c\ub85c \uc774\uc5b4\uc9d1\ub2c8\ub2e4. \uc774 \ub3c4\uad6c\uac00 \ubcf4\uc5ec\uc8fc\ub294 \uc778\uc0ac\uc774\ud2b8\ub97c \ubc14\ud0d5\uc73c\ub85c, \uc5b4\ub5a4 \uc2e4\ud5d8\uc744 \ud574\uc57c \ud560\uae4c\uc694? \uadf8\ub9ac\uace0 \uc774 \uad00\ucc30 \uacb0\uacfc\ub97c \ud65c\uc6a9\ud574 \uc5d0\uc774\uc804\ud2b8\uc758 \uc5b4\ub5a4 \ubd80\ubd84\uc744 \uac1c\uc120\ud560 \uc218 \uc788\uc744\uae4c\uc694?<\/p>\n\n\n\n<p>\ucc98\uc74c \ub5a0\uc62c\ub9b0 \uc544\uc774\ub514\uc5b4\ub294 <a href=\"https:\/\/github.com\/JetBrains\/koog\/tree\/develop\/examples\/code-agent\/step-04-add-subagent\" target=\"_blank\" rel=\"noopener\">\uc11c\ube0c \uc5d0\uc774\uc804\ud2b8\ub97c \ud65c\uc6a9\ud55c \uc2e4\ud5d8<\/a>, \uad6c\uccb4\uc801\uc73c\ub85c\ub294 <code>find<\/code> \uc11c\ube0c \uc5d0\uc774\uc804\ud2b8\ub97c \uc0ac\uc6a9\ud558\ub294 \uac83\uc785\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 Koog\uac00 \uc11c\ube0c \uc5d0\uc774\uc804\ud2b8\uc640 \uac19\uc740 \uc77c\ubc18 \ud328\ud134 \uad6c\ud604\uc744 \uc5b4\ub5bb\uac8c \ub354 \uc218\uc6d4\ud558\uac8c \ub9cc\ub4e4\uc5b4\uc8fc\ub294\uc9c0 \uc0b4\ud3b4\ubcfc \uc218 \uc788\uc2b5\ub2c8\ub2e4. <code>find<\/code> \uc11c\ube0c \uc5d0\uc774\uc804\ud2b8\uac00 \uc804\ubc18\uc801 \ube44\uc6a9\uc744 \uc904\uc774\uba74\uc11c \uc131\ub2a5\uc744 \uc720\uc9c0\ud558\uac70\ub098, \ub098\uc544\uac00 \uc131\ub2a5\uc744 \ud5a5\uc0c1\ud560 \uc218 \uc788\ub2e4\uace0 \uac00\uc124\uc744 \uc138\uc6cc\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uc774\ub7ec\ud55c \uac00\uc124\uc744 \uc124\uc815\ud55c \uadfc\uac70\ub294 \ubb34\uc5c7\uc77c\uae4c\uc694? \ube44\uc6a9 \uc99d\uac00\uc758 \ud575\uc2ec \uc694\uc778\uc740 \ucee8\ud14d\uc2a4\ud2b8 \uc99d\uac00\uc785\ub2c8\ub2e4. \uac01 LLM \uc694\uccad\uc5d0\ub294 \ucc98\uc74c\ubd80\ud130 \ub05d\uae4c\uc9c0 \uc804\uccb4 \ucee8\ud14d\uc2a4\ud2b8\uac00 \ud3ec\ud568\ub418\ubbc0\ub85c, \uc774\ud6c4\uc5d0 \uc774\uc5b4\uc9c0\ub294 \uac01 \uc694\uccad\uc740 \uc774\uc804 \uc694\uccad\ubcf4\ub2e4(\uc801\uc5b4\ub3c4 \uc785\ub825 \ud1a0\ud070 \uae30\uc900\uc73c\ub85c\ub294) \ube44\uc6a9\uc774 \ub298\uc5b4\ub0a9\ub2c8\ub2e4. \uc5d0\uc774\uc804\ud2b8 \uc2e4\ud589 \ucd08\ubc18\uc5d0 \ud2b9\ud788 \ucee8\ud14d\uc2a4\ud2b8 \uc99d\uac00\ub97c \uc81c\ud55c\ud560 \uc218 \uc788\ub2e4\uba74, \ube44\uc6a9\uc744 \ud06c\uac8c \uc904\uc77c \uc218 \uc788\uc744 \uac83\uc785\ub2c8\ub2e4. \ubd88\ud544\uc694\ud558\uac8c \ubc29\ub9cc\ud55c \ucee8\ud14d\uc2a4\ud2b8\ub294 \uc624\ud788\ub824 \uc5d0\uc774\uc804\ud2b8\uc758 \ud575\uc2ec \uacfc\uc81c \uc218\ud589\uc744 \ubc29\ud574\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub530\ub77c\uc11c \ucee8\ud14d\uc2a4\ud2b8\ub97c \uc881\ud788\uba74, \uc608\uce21\uc740 \uc27d\uc9c0 \uc54a\uc9c0\ub9cc \uc131\ub2a5 \uac1c\uc120\uc774\ub77c\ub294 \uae0d\uc815\uc801\uc778 \ud6a8\uacfc\ub97c \uae30\ub300\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\ud2b9\ud788 <code>find<\/code> \uae30\ub2a5\uc740 \uc7a5\uae30\uc801 \uc218\uc900\uc758 \ucee8\ud14d\uc2a4\ud2b8\uc5d0\uc11c \uc81c\uac70\ud560 \ub54c \uc801\ud569\ud569\ub2c8\ub2e4. \uc2e4\uc81c\ub85c \ubb34\uc5b8\uac00\ub97c \ucc3e\ub294 \uacfc\uc815\uc5d0\uc11c\ub294 \ubaa9\ud45c\uc640 \ubb34\uad00\ud55c \ud30c\uc77c\ub4e4\uae4c\uc9c0 \uc5ec\ub7ec \uac1c \uc5f4\uc5b4\ubcf4\ub294 \uacbd\uc6b0\uac00 \ud754\ud569\ub2c8\ub2e4. \uadf8\ub7ec\ud55c \ub9c9\ub2e4\ub978 \uae38\uc744 \uae30\uc5b5\ud558\ub294 \uac83\uc740 \uc720\uc6a9\ud558\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4. \ubc18\ub300\ub85c, \uc2e4\uc81c\ub85c \ubc1c\uacac\ud55c \uacb0\uacfc\ub97c \uae30\uc5b5\ud574 \ub450\ub294 \uac83\uc740 \uac00\uce58\uac00 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc811\uadfc \ubc29\uc2dd\uc740 \uc5d0\uc774\uc804\ud2b8\uc758 \uae30\ub85d\uc744 \uc694\uc57d\ud558\ub294 \ub9e4\uc6b0 \uc790\uc5f0\uc2a4\ub7ec\uc6b4 \ubc29\ubc95\uc774\uae30\ub3c4 \ud569\ub2c8\ub2e4(\uad6c\uccb4\uc801\uc778 \uc555\ucd95 \uae30\ubc95\uc740 \ud5a5\ud6c4 \uae00\uc5d0\uc11c \uc790\uc138\ud788 \ub2e4\ub8f0 \uc608\uc815\uc785\ub2c8\ub2e4).<\/p>\n\n\n\n<p>\uc774 \uc791\uc5c5\uc740 \ube44\uad50\uc801 \ub2e8\uc21c\ud558\uae30 \ub54c\ubb38\uc5d0 \uc11c\ube0c \uc5d0\uc774\uc804\ud2b8\uc5d0 \uc704\uc784\ud558\uae30\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4. \ub2e8\uc21c\ud55c \uc791\uc5c5\uc778 \ub9cc\ud07c, \uc11c\ube0c \uc5d0\uc774\uc804\ud2b8\uac00 \uba54\uc778 \ubaa8\ub378\uacfc \ub2e4\ub978 \ubcc4\ub3c4\uc758 LLM \ubaa8\ub378\uc744 \uc0ac\uc6a9\ud558\ub3c4\ub85d \uad6c\uc131\ud560 \uc218\ub3c4 \uc788\uc2b5\ub2c8\ub2e4. \uc5ec\uae30\uc5d0\uc11c\ub294 \ub354 \ube60\ub974\uace0 \uc2fc \ubaa8\ub378\uc744 \uc120\ud0dd\ud560 \uac81\ub2c8\ub2e4. \uc774\ub807\uac8c \ud558\uba74 \uc77c\ubc18 \uc555\ucd95\uc73c\ub85c\ub294 \uc5bb\uae30 \uc5b4\ub824\uc6b4 \uc720\uc5f0\uc131\uc774 \uc81c\uacf5\ub429\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\ubb3c\ub860 \uae30\uc874 \ubc29\uc2dd\ucc98\ub7fc \uc77c\ubc18\uc801\uc778 \uc808\ucc28\uc801 \ub3c4\uad6c\ub85c\ub3c4 \uad6c\ud604\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc0ac\uc2e4 <code>RegexSearchTool<\/code>\uc774\ub77c\ub294 \ub3c4\uad6c\ub97c \ud558\ub098 \ub9cc\ub4e4\uc5b4 \ub450\uc5c8\uc9c0\ub9cc, \uc774\ubc88 \uc2e4\ud5d8\uc758 \ubaa9\uc801\uc0c1 \uc774\ub97c <code>main<\/code> \uc5d0\uc774\uc804\ud2b8\uc5d0 \uc9c1\uc811 \ub123\ub294 \ub300\uc2e0 <code>find<\/code> \uc5d0\uc774\uc804\ud2b8 \ub0b4\ubd80\uc5d0 \ubc30\uce58\ud588\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc811\uadfc \ubc29\uc2dd\uc740 \ubaa8\ub378 \uc120\ud0dd\uc758 \uc720\uc5f0\uc131\uc744 \uc81c\uacf5\ud568\uacfc \ub3d9\uc2dc\uc5d0 \uc5d0\uc774\uc804\ud2b8\uc758 \uc9c0\ub2a5 \uc218\uc900\uc744 \ud55c \ub2e8\uacc4 \ub354 \ub192\uc5ec\uc90d\ub2c8\ub2e4.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><code>find<\/code> \uc5d0\uc774\uc804\ud2b8<\/h2>\n\n\n\n<p>\uc11c\ube0c \uc5d0\uc774\uc804\ud2b8 \ud328\ud134\uc744 \uad6c\ud604\ud558\uae30 \uc704\ud574\uc11c\ub294 \uae30\ubcf8\uc801\uc73c\ub85c \ub450 \ubc88\uc9f8 \uc5d0\uc774\uc804\ud2b8\uac00 \uad6c\uc131\ub418\uc5b4\uc57c \ud569\ub2c8\ub2e4. \uc5d0\uc774\uc804\ud2b8 \uc0dd\uc131\uc5d0 \uad00\ud55c \uc0c1\uc138\ud55c \ub0b4\uc6a9\uc740 \uc2dc\ub9ac\uc988 <a href=\"https:\/\/blog.jetbrains.com\/ko\/ai\/2026\/02\/building-ai-agents-in-kotlin-part-1-a-minimal-coding-agent\/\">1\ubd80<\/a>\uc5d0\uc11c \uc774\ubbf8 \ub2e4\ub8e8\uc5c8\uc73c\ubbc0\ub85c, \uc774\ubc88\uc5d0\ub294 \uae34 \uc2dc\uac04\uc744 \uc4f0\uc9c0 \uc54a\uace0 \uba87 \uac00\uc9c0 \uc138\ubd80 \uc0ac\ud56d\ub9cc \uc9da\uace0 \ub118\uc5b4\uac00\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uba3c\uc800 \uc0ac\uc18c\ud558\uc9c0\ub9cc \uc54c\uc544\ub450\uc2e4 \ub0b4\uc6a9\uc740 \uc774 \uc11c\ube0c \uc5d0\uc774\uc804\ud2b8\ub294 \uc791\uc5c5\uc774 \ub9e4\uc6b0 \ub2e8\uc21c\ud574\uc11c <code>main<\/code> \uc5d0\uc774\uc804\ud2b8\ucc98\ub7fc \uace0\uc131\ub2a5 \ubaa8\ub378\uc774 \ud544\uc694 \uc5c6\uae30 \ub54c\ubb38\uc5d0 GPT4.1 Mini\ub97c \uc0ac\uc6a9\ud55c\ub2e4\ub294 \uac81\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\ub2e4\uc74c\uc73c\ub85c, \uc774 \uc5d0\uc774\uc804\ud2b8\uac00 \ud65c\uc6a9\ud560 \uc218 \uc788\ub294 \ub3c4\uad6c\ub97c \uc0b4\ud3b4\ubcf4\ub294 \uac83\ub3c4 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4. <code>main<\/code> \uc5d0\uc774\uc804\ud2b8\uc640 \ub9c8\ucc2c\uac00\uc9c0\ub85c <code>ListDirectoryTool<\/code>\uacfc <code>ReadFileTool<\/code>\uc5d0\ub294 \uc811\uadfc\ud560 \uc218 \uc788\uc9c0\ub9cc, <code>EditFileTool<\/code>\uc774\ub098 <code>ExecuteShellCommandTool<\/code>\uc5d0\ub294 \uc811\uadfc\ud560 \uc218 \uc5c6\uc2b5\ub2c8\ub2e4. \ub610\ud55c \uc55e\uc11c \uc5b8\uae09\ud55c \uc0c8\ub85c\uc6b4 \uc808\ucc28\uc801 \uac80\uc0c9 \ub3c4\uad6c\uc778 <code>RegexSearchTool<\/code>\uc5d0\ub3c4 \uc811\uadfc \uad8c\ud55c\uc744 \ubd80\uc5ec\ud588\uc2b5\ub2c8\ub2e4. \uc774 \ub3c4\uad6c\ub97c \uc0ac\uc6a9\ud558\uba74 \ud558\ub098\uc758 \ud3f4\ub354\uc640 \uadf8 \ud558\uc704 \ud3f4\ub354 \uc804\ubc18\uc5d0 \uac78\uccd0 \uc815\uaddc\uc2dd \ud328\ud134\uc744 \uc774\uc6a9\ud55c \uad11\ubc94\uc704\ud55c \ud30c\uc77c \uac80\uc0c9\uc774 \uac00\ub2a5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"kotlin\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">ToolRegistry {\n    tool(ListDirectoryTool(JVMFileSystemProvider.ReadOnly))\n    tool(ReadFileTool(JVMFileSystemProvider.ReadOnly))\n    tool(RegexSearchTool(JVMFileSystemProvider.ReadOnly))\n}<\/pre>\n\n\n\n<p>\uc804\uccb4 \uad6c\ud604 \ucf54\ub4dc\uac00 \uad81\uae08\ud558\uc2dc\ub2e4\uba74 <a href=\"https:\/\/github.com\/JetBrains\/koog\/blob\/develop\/examples\/code-agent\/step-04-add-subagent\/src\/main\/kotlin\/FindAgent.kt\" target=\"_blank\" rel=\"noopener\">\uc5ec\uae30<\/a>\uc5d0\uc11c \uc790\uc138\ud55c \ub0b4\uc6a9\uc744 \ud655\uc778\ud574 \ubcf4\uc138\uc694.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><code>find<\/code> \uc11c\ube0c \uc5d0\uc774\uc804\ud2b8 \uad6c\ucd95<\/h2>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" loading=\"lazy\" width=\"381\" height=\"401\" src=\"https:\/\/blog.jetbrains.com\/wp-content\/uploads\/2026\/01\/image-20.png\" alt=\"\" class=\"wp-image-673091\"\/><\/figure>\n\n\n\n<p>\uba3c\uc800 \uc11c\ube0c \uc5d0\uc774\uc804\ud2b8\ub780 \ubb34\uc5c7\uc77c\uae4c\uc694? \uc11c\ube0c \uc5d0\uc774\uc804\ud2b8\ub294 \uc0ac\uc2e4 \ub9e4\uc6b0 \ub2e8\uc21c\ud55c \uac1c\ub150\uc73c\ub85c, \ub2e4\ub978 \uc5d0\uc774\uc804\ud2b8\uc5d0 \uc758\ud574 \uc81c\uc5b4\ub418\ub294 \uc5d0\uc774\uc804\ud2b8\ub97c \uc758\ubbf8\ud569\ub2c8\ub2e4. \uc774 \uad6c\uccb4\uc801\uc778 \uc0ac\ub840\uc5d0\uc11c\ub294 \uc5d0\uc774\uc804\ud2b8\ub97c \ub3c4\uad6c\ub85c \uc0ac\uc6a9\ud558\ub294(agent-as-a-tool) \uc11c\ube0c \uc5d0\uc774\uc804\ud2b8 \ud328\ud134\uc744 \uc801\uc6a9\ud558\uace0 \uc788\uc73c\uba70, \uc774\ub54c \uc11c\ube0c \uc5d0\uc774\uc804\ud2b8\ub294 <code>main<\/code> \uc5d0\uc774\uc804\ud2b8\uc5d0 \uc81c\uacf5\ub418\ub294 \ud558\ub098\uc758 \ub3c4\uad6c \ub0b4\ubd80\uc5d0\uc11c \uc2e4\ud589\ub429\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uc11c\ube0c \uc5d0\uc774\uc804\ud2b8\ub97c \ub9cc\ub4dc\ub294 \uacfc\uc815\uc740 \uc0dd\uac01\ubcf4\ub2e4 \uac04\ub2e8\ud569\ub2c8\ub2e4. \uae30\ubcf8\uc801\uc73c\ub85c \ub3c4\uad6c\ub780 \uc5d0\uc774\uc804\ud2b8\uac00 \ud638\ucd9c \uc2dc\uc810\uacfc \ubc29\uc2dd\uc744 \ud310\ub2e8\ud558\uae30 \uc704\ud574 \uc77d\uc744 \uc218 \uc788\ub294 \uc124\uba85\uc790\uc640 \uc30d\uc73c\ub85c \ubb36\uc778 \ud568\uc218\uc785\ub2c8\ub2e4. \ub2e8\uc21c\ud788 <a href=\"https:\/\/github.com\/JetBrains\/koog\/blob\/3a8b1174458fe0d5a3e02a8c60bbaaf14f6f4caf\/agents\/agents-core\/src\/commonMain\/kotlin\/ai\/koog\/agents\/core\/agent\/AIAgentTool.kt#L79\" target=\"_blank\" rel=\"noopener\">\ub3c4\uad6c<\/a> \ud558\ub098\ub97c \uc815\uc758\ud558\uace0, \uadf8 \ub3c4\uad6c\uc758 <a href=\"https:\/\/github.com\/JetBrains\/koog\/blob\/7feb6d49a45fbc8ed7cbb30f5aed67909969a8d1\/agents\/agents-core\/src\/commonMain\/kotlin\/ai\/koog\/agents\/core\/agent\/AIAgentTool.kt#L119\" target=\"_blank\" rel=\"noopener\"><code>.execute()<\/code><\/a> \ud568\uc218\uac00 \uc11c\ube0c \uc5d0\uc774\uc804\ud2b8\ub97c \ud638\ucd9c\ud558\ub3c4\ub85d \ub9cc\ub4e4 \uc218\ub3c4 \uc788\uc2b5\ub2c8\ub2e4. \ud558\uc9c0\ub9cc Koog\ub294 \uc774\ub7ec\ud55c \uc0c1\uc6a9\uad6c\uc870\ucc28 \uc81c\uac70\ud560 \uc218 \uc788\ub294 \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"kotlin\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">fun createFindAgentTool(): Tool {\n    return AIAgentService\n        .fromAgent(findAgent as GraphAIAgent)\n        .createAgentTool(\n            agentName = \"__find_in_codebase_agent__\",\n            agentDescription = \"\"\"\n                \n            \"\"\".trimIndent(),\n            inputDescription = \"\"\"\n                \n            \"\"\".trimIndent()\n        )\n}<\/pre>\n\n\n\n<p>\uac1c\ub150\uc801\uc73c\ub85c \ub300\ub7b5 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"kotlin\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">public class FindAgentTool(): Tool() {\n   override val name: String = \"__find_in_codebase_agent__\"\n   override val description: String = \"\"\"\n      \n   \"\"\"\n   @Serializable\n   public data class Args(\n      @property: LLMDescription(\n         \"\"\"\n            \n         \"\"\"\n      )\n      val input: String\n   )\n   @Serializable\n   public data class Result(\n\tval output: String\n   )\n   override suspend fun execute(args: Args): Result = when {\n      output = findAgent.run(args.input)\n      Result(output)\n   }\n}<\/pre>\n\n\n\n<p>\uc5b4\ub290 \ucabd\uc774\ub4e0 \ud574\uc57c \ud560 \uc77c\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.&nbsp;<\/p>\n\n\n\n<ol>\n<li>\uc11c\ube0c \uc5d0\uc774\uc804\ud2b8\ub97c \uc0dd\uc131\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li><code>agentName<\/code>\uc744 \uc9c0\uc815\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\uc11c\ube0c \uc5d0\uc774\uc804\ud2b8\ub97c \ud638\ucd9c\ud558\ub294 <strong>\uc2dc\uc810<\/strong>\uc744 <code>agentDescription<\/code> \ud504\ub86c\ud504\ud2b8\ub97c \ud1b5\ud574 \uc9c0\uc815\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\uc5d0\uc774\uc804\ud2b8\ub97c \ud638\ucd9c\ud558\ub294 <strong>\ubc29\ubc95<\/strong>\uc744 <code>inputDescription<\/code> \ud504\ub86c\ud504\ud2b8\ub97c \ud1b5\ud574 \uc9c0\uc815\ud569\ub2c8\ub2e4.<\/li>\n<\/ol>\n\n\n\n<p>\ud504\ub86c\ud504\ud2b8\ub294 \uc544\ub9c8\ub3c4 \uac00\uc7a5 \uae4c\ub2e4\ub85c\uc6b4 \ubd80\ubd84\uc77c \uac83\uc785\ub2c8\ub2e4. \uc138\ubc00\ud558\uac8c \uc870\uc815\ud560 \uc5ec\uc9c0\ub294 \ucda9\ubd84\ud788 \uc788\uc2b5\ub2c8\ub2e4. \ub2e4\ub9cc \ucd5c\uc2e0 LLM\uc77c\uc218\ub85d \uc815\ubc00\ud558\uac8c \uc870\uc815\ub41c \ud504\ub86c\ud504\ud2b8\uac00 \ub35c \ud544\uc694\ud558\ub2e4\ub294 \uc870\uc0ac \uacb0\uacfc\ub3c4 \uc788\uc5b4, \uc644\ubcbd\ud55c \uc138\ubd80 \uc870\uc815\uc774 \uc2dc\uac04 \ub300\ube44 \uac00\uce58\uac00 \uc788\ub294\uc9c0\ub294 \uc758\ubb38\uc785\ub2c8\ub2e4. \uc774 \uc8fc\uc81c\ub294 \uc5ec\uc804\ud788 \ud0d0\uad6c \uc911\uc774\uba70, \uba85\ud655\ud55c \uacb0\ub860\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0\ub294 \ucd94\uac00\uc801\uc778 \uc2e4\ud5d8\uc774 \ub354 \ud544\uc694\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\ud504\ub86c\ud504\ud2b8\ub97c \uc2e0\uc911\ud558\uac8c \uc124\uacc4\ud558\uc9c0 \uc54a\uc73c\uba74 <code>main<\/code> \uc5d0\uc774\uc804\ud2b8\uac00 <code>find<\/code> \uc5d0\uc774\uc804\ud2b8\ub97c \ub2e8\uc21c\ud55c <em>Ctrl+F<\/em>\/<em>\u2318F<\/em> \uae30\ub2a5\uc73c\ub85c \ud63c\ub3d9\ud574, \uac80\uc0c9\ud558\ub824\ub294 \ud1a0\ud070\ub9cc \ubcf4\ub0b4\ub294 \uacbd\uc6b0\uac00 \uc788\ub2e4\ub294 \uc810\uc774 \ud655\uc778\ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uc774\ub294 \ubd84\uba85 \ucd5c\uc801\uc758 \ubc29\uc2dd\uc774 \uc544\ub2d9\ub2c8\ub2e4. \uc774\ub807\uac8c \ub9e5\ub77d\uc774 \uac70\uc758 \uc5c6\ub294 \uc0c1\ud0dc\uc5d0\uc11c\ub294 <code>find<\/code> \uc5d0\uc774\uc804\ud2b8\uac00 \uc2e4\uc81c\ub85c \ubb34\uc5c7\uc744 \ucc3e\uc544\uc57c \ud558\ub294\uc9c0 \ucd94\ub860\ud560 \uc218 \uc5c6\uc2b5\ub2c8\ub2e4. \uc774\ub97c \ud574\uacb0\ud558\uae30 \uc704\ud574, \uba54\uc778 \uc5d0\uc774\uc804\ud2b8\uac00 \uc5b4\ub5a4 \uc815\ubcf4\ub97c \ucc3e\uace0 \uc788\ub294\uc9c0 \uadf8 \uc774\uc720\ub97c \uba85\uc2dc\ud558\ub3c4\ub85d \uc694\uad6c\ud558\ub294 \uc9c0\uce68\uc744 \ud3ec\ud568\ud569\ub2c8\ub2e4. \uc774\ub807\uac8c \ud558\uba74 <code>find<\/code> \uc5d0\uc774\uc804\ud2b8\uac00 \uc790\uc2e0\uc758 \uc778\ud154\ub9ac\uc804\uc2a4\ub97c \ucd5c\ub300\ud55c \ud65c\uc6a9\ud558\uc5ec <code>main<\/code> \uc5d0\uc774\uc804\ud2b8\uac00 \uc2e4\uc81c\ub85c \ucc3e\uc73c\ub824\ub294 \ub300\uc0c1\uc744 \uc815\ud655\ud788 \ucc3e\uc544\ub0bc \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"kotlin\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">\"\"\"\n\uc774 \ub3c4\uad6c\ub294 \ucf54\ub4dc \ucee8\ud14d\uc2a4\ud2b8\ub97c \ubd84\uc11d\ud558\uace0 \uc774\ud574\ud558\uc5ec \ucf54\ub4dc\ubca0\uc774\uc2a4\uc5d0\uc11c \ud2b9\uc815 \uc694\uc18c\ub97c \ucc3e\uc544\ub0b4\ub294 \uc9c0\ub2a5\ud615 \ub9c8\uc774\ud06c\ub85c \uc5d0\uc774\uc804\ud2b8\ub97c \uae30\ubc18\uc73c\ub85c \uc791\ub3d9\ud569\ub2c8\ub2e4.\n\ub2e8\uc21c\ud55c \ud14d\uc2a4\ud2b8 \uac80\uc0c9(Ctrl+F \/ \u2318F)\uacfc \ub2ec\ub9ac, \ucffc\ub9ac\ub97c \uc9c0\ub2a5\uc801\uc73c\ub85c \ud574\uc11d\ud574 \uc758\ub3c4\uc5d0 \uac00\uc7a5 \uc798 \ubd80\ud569\ud558\ub294 \ud074\ub798\uc2a4, \ud568\uc218, \ubcc0\uc218 \ub610\ub294 \ud30c\uc77c\uc744 \ucc3e\uc544\ub0c5\ub2c8\ub2e4.\n\uc774\ub54c \uac80\uc0c9 \ub300\uc0c1, \uc774 \uc815\ubcf4\uac00 \ud544\uc694\ud55c \uc774\uc720, \uac80\uc0c9 \ubc94\uc704\ub97c \uc815\uc758\ud558\ub294 \uc808\ub300 \uacbd\ub85c\ub97c \uc124\uba85\ud558\ub294 \uc0c1\uc138\ud55c \ucffc\ub9ac\uac00 \ud544\uc694\ud569\ub2c8\ub2e4.\n...\n\"\"\"<\/pre>\n\n\n\n<figure class=\"wp-block-table\">\n<table>\n<thead>\n<tr>\n<th>\uac15\uc870 \ud45c\uc2dc\uac00 \uc788\ub294 \ucffc\ub9ac(<em>Ctrl+F <\/em>\/<em>\u2318F<\/em> \ubc29\uc2dd\uc774 \uc544\ub2d8)<\/th>\n<th>\uac15\uc870 \ud45c\uc2dc\uac00 \uc5c6\ub294 \ucffc\ub9ac(<em>Ctrl+F <\/em>\/<em>\u2318F<\/em> \ubc29\uc2dd\uc774 \uc544\ub2d8)<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\ubd88\ud544\uc694\ud55c <code>joins<\/code>\uc640 \uad00\ub828\ud574 <code>get_search_results<\/code>\uc758 \ubcc0\uacbd \uc0ac\ud56d\uc744 \uac80\uc0c9\ud558\uc5ec, \ubd88\ud544\uc694\ud55c <code>joins<\/code>\uc5d0 \ub300\ud55c \uc8fc\uc11d\uc774\ub098 \ub85c\uc9c1\uc774 \uc788\ub294\uc9c0 \ud655\uc778\ud569\ub2c8\ub2e4.<\/td>\n<td><code>get_search_results<\/code><\/td>\n<\/tr>\n<tr>\n<td>\uc800\uc7a5\uc18c\uc5d0\uc11c <code>SKLEARN_ALLOW<\/code> \ub610\ub294 \uc774\uc640 \uc720\uc0ac\ud55c \ud658\uacbd \ubcc0\uc218\uc758 \uc0ac\uc6a9 \uc704\uce58\ub97c \uac80\uc0c9\ud558\uc5ec <code>check_build<\/code> \uc6b0\ud68c \uac00\ub2a5\uc131\uc744 \ud655\uc778\ud569\ub2c8\ub2e4.<\/td>\n<td><code>SKLEARN_ALLOW<\/code><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/figure>\n\n\n\n<p>\uac00\ub054 <code>main<\/code> \uc5d0\uc774\uc804\ud2b8\uac00 <code>find<\/code> \uc5d0\uc774\uc804\ud2b8\uac00 \uc544\ub2cc <code>grep<\/code> \uba85\ub839\uc5b4\ub85c \uc178 \ub3c4\uad6c\ub97c \ud638\ucd9c\ud558\ub294 \ud604\uc0c1\uc774 \ubc1c\uacac\ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uc774\ub294 \uc804\uc6a9 \uc11c\ube0c \uc5d0\uc774\uc804\ud2b8\ub97c \uad6c\ucd95\ud55c \ubcf8\ub798\uc758 \ucde8\uc9c0\ub97c \uc800\ud574\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud328\ud134\uc744 \ud53c\ud558\uae30 \uc704\ud574, \uc774\ub97c \ub354 \uac15\ud558\uac8c \uc720\ub3c4\ud558\ub3c4\ub85d \uba54\uc778 \uc2dc\uc2a4\ud15c \ud504\ub86c\ud504\ud2b8\uc5d0 \ub2e4\uc74c \uc139\uc158\uc744 \ucd94\uac00\ud588\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"kotlin\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">\"\"\"\n...\n\ucf54\ub4dc \uad6c\uc131 \uc694\uc18c\ub098 \uae30\ud0c0 \uad6c\ubb38 \ud0d0\uc0c9 \uc2dc, \uc9c1\uc811 \uac80\uc0c9\ud558\ub294 \uac83\ubcf4\ub2e4 \ub9ac\uc18c\uc2a4 \uc18c\ubaa8\uac00 \uc801\uc740 \uc9c0\ub2a5\ud615 find \ub9c8\uc774\ud06c\ub85c \uc5d0\uc774\uc804\ud2b8\ub97c \ub300\uc2e0 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ubaa8\ub4e0 \uac80\uc0c9 \uc791\uc5c5\uc5d0 \ub300\ud574 \uc774 \uae30\ub2a5\uc744 \uc801\uadf9\uc801\uc73c\ub85c \ud65c\uc6a9\ud558\uc138\uc694. \uac80\uc0c9 \uc791\uc5c5\uc5d0 \uc178 \uc2e4\ud589\uc744 \uc0ac\uc6a9\ud558\uc9c0 \ub9c8\uc138\uc694.\n...\n\"\"\"<\/pre>\n\n\n\n<aside style=\"background: #f8f9fa; border-left: 4px solid #007bff; padding: 1rem 1.5rem; margin: 1.5rem 0; border-radius: 4px;\">\n<p style=\"margin: 0; color: #555;\">\ub610\ud55c, JetBrains\uac00 \uc218\ub144\uac04 IDE\ub97c \uac1c\ubc1c\ud558\uba70 \uc313\uc544\uc628 \ub178\ud558\uc6b0\ub3c4 \ub2f4\uc558\uc2b5\ub2c8\ub2e4. IDE\uc5d0\uc11c \uac80\uc0c9\ud560 \ub54c \ub2e8\uc21c\ud788 \ud30c\uc77c \uacbd\ub85c\uc640 \uc904 \ubc88\ud638\ub9cc \ud45c\uc2dc\ub418\ub294 \uac83\uc740 \uc544\ub2d9\ub2c8\ub2e4. \uac80\uc0c9 \uacb0\uacfc\uc640 \ud568\uaed8 \ud574\ub2f9 \ucf54\ub4dc \uc2a4\ub2c8\ud3ab\uc744 \ubc14\ub85c \ud655\uc778\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \ubaa8\ub4e0 \ud30c\uc77c\uc744 \uc5f4\uc9c0 \uc54a\uace0\ub3c4 \ud574\ub2f9 \uacb0\uacfc\uac00 \uc2e4\uc81c\ub85c \ucc3e\uace0 \uc788\ub358 \ub0b4\uc6a9\uc778\uc9c0 \ube60\ub974\uac8c \ud310\ub2e8\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc774\ub7ec\ud55c \uacbd\ud5d8\uc744 <code>main<\/code> \uc5d0\uc774\uc804\ud2b8\uc5d0\uc11c\ub3c4 \uc720\uc0ac\ud558\uac8c \uad6c\ud604\ud558\uae30 \uc704\ud574 <code>find<\/code> \uc11c\ube0c \uc5d0\uc774\uc804\ud2b8\uac00 \uac80\uc0c9 \uacb0\uacfc\uc5d0 \uc2a4\ub2c8\ud3ab\uc744 \ud3ec\ud568\ud558\ub3c4\ub85d \ud504\ub86c\ud504\ud2b8\ub97c \uc124\uacc4\ud588\uc2b5\ub2c8\ub2e4.<\/p>\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"kotlin\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">\"\"\"\n...\n\uac80\uc0c9 \uacb0\uacfc\ub294 \ubb34\uc5c7\ubcf4\ub2e4 \uc815\ud655\ud558\uace0 \uad00\ub828\uc131\uc774 \ub192\uc544\uc57c \ud569\ub2c8\ub2e4.\n* \uc65c \ud574\ub2f9 \uacb0\uacfc\uac00 \uc120\ud0dd\ub418\uc5c8\ub294\uc9c0 \uba85\ud655\ud558\uace0 \uac04\uacb0\ud558\uac8c \uc124\uba85\ud574 \uc8fc\uc138\uc694.\n* \uc124\uba85\uc5d0\ub294 \ud574\ub2f9 \ud56d\ubaa9\uc774 \uc120\ud0dd\ub41c \uad6c\uccb4\uc801\uc778 \uae30\uc900\uc774 \uba85\uc2dc\ub418\uc5b4\uc57c \ud569\ub2c8\ub2e4.\n* \uc77c\uce58 \ud56d\ubaa9\uc774 \ubd80\ubd84\uc801\uc774\uac70\ub098 \ucd94\ub860\ub41c \uacbd\uc6b0, \ud55c\uacc4\uc810\uacfc \uc7a0\uc7ac\uc801\uc778 \ubd80\uc815\ud655\uc131\uc744 \uba85\ud655\ud558\uac8c \uae30\uc220\ud569\ub2c8\ub2e4.\n* \uad00\ub828\ub41c \uc2a4\ub2c8\ud3ab\ub9cc \uacb0\uacfc\uc5d0 \ud3ec\ud568\ud569\ub2c8\ub2e4.\n...<\/pre>\n<p>\uc774 \ubc29\uc2dd\uc744 \ud1b5\ud574 <code>main<\/code> \uc5d0\uc774\uc804\ud2b8\ub294 \uc5d4\uc9c0\ub2c8\uc5b4\uc640 \ub9c8\ucc2c\uac00\uc9c0\ub85c \ud48d\ubd80\ud55c \ucee8\ud14d\uc2a4\ud2b8\ub97c \ud655\ubcf4\ud558\uba74\uc11c\ub3c4, \uac80\uc0c9 \uacb0\uacfc\uc758 \uc815\ud655\uc131\uc744 \ud655\uc778\ud558\uae30 \uc704\ud574 \ud30c\uc77c \uc804\uccb4\ub97c \uc77c\uc77c\uc774 \ud6d1\uc5b4\ubcfc \ud544\uc694\uac00 \uc5c6\uc2b5\ub2c8\ub2e4.<\/p>\n<\/aside>\n\n\n\n<p>\uc774\uac83\uc774 \ubc14\ub85c \uc55e\uc11c \uc5b8\uae09\ud55c &#8216;\uc790\uc5f0\uc2a4\ub7ec\uc6b4 \uc555\ucd95&#8217;\uc758 \ud575\uc2ec\uc785\ub2c8\ub2e4. <code>find<\/code> \uc5d0\uc774\uc804\ud2b8\ub294 \uc218\ub9ce\uc740 \ud30c\uc77c\uc744 \uc5f4\uace0, \ub9c9\ub2e4\ub978 \uae38\uc744 \ub530\ub77c\uac00\uae30\ub3c4 \ud558\uba70, \ucf54\ub4dc\ubca0\uc774\uc2a4\ub97c \ud0d0\uc0c9\ud569\ub2c8\ub2e4. \ubc18\uba74 <code>main<\/code> \uc5d0\uc774\uc804\ud2b8\uc5d0\uac8c\ub294 \uc5f0\uad00\uc131 \ub192\uc740 \ud30c\uc77c \uacbd\ub85c\uc640 \uc2a4\ub2c8\ud3ab, \uc124\uba85\uc774\ub77c\ub294 \uacb0\uacfc\ub9cc \uc804\ub2ec\ub429\ub2c8\ub2e4. \ubaa8\ub4e0 \ud0d0\uc0c9 \uacfc\uc815\uc740 <code>find<\/code> \uc5d0\uc774\uc804\ud2b8\uc758 \ucee8\ud14d\uc2a4\ud2b8 \ub0b4\uc5d0 \uba38\ubb3c\uba70, \uacb0\uacfc \ubc18\ud658 \ud6c4\uc5d0\ub294 \uc0ac\ub77c\uc9d1\ub2c8\ub2e4. \uadf8 \uc911 \uc815\ub9d0\ub85c \uc911\uc694\ud55c \ub0b4\uc6a9\ub9cc\uc774 <code>main<\/code> \uc5d0\uc774\uc804\ud2b8\uc758 \ucee8\ud14d\uc2a4\ud2b8\uc5d0 \ucd94\uac00\ub429\ub2c8\ub2e4.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\ub4dd\uacfc \uc2e4<\/h2>\n\n\n\n<p>\uc11c\ube0c \uc5d0\uc774\uc804\ud2b8\ub97c \uc0ac\uc6a9\ud558\ub294 \uac83\uc5d0\ub294 \uc7a5\uc810\uc774 \uc788\uc9c0\ub9cc, \ub2e8\uc810 \ub610\ud55c \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubcc0\ud654\ub294 \uacfc\ub3c4\ud55c \ub2e8\uc810 \uc5c6\uc774 \uae30\ub300\ud558\ub294 \uc774\uc810\uc744 \uc81c\uacf5\ud558\ub294\uc9c0 \ud655\uc778\ud558\uae30 \uc704\ud574 \uc2e4\ud5d8\uc744 \uac70\uce60 \ud544\uc694\uac00 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uac00\uc7a5 \uba3c\uc800 \uace0\ub824\ud574\uc57c \ud560 \ub4dd\uacfc \uc2e4\uc740 \ube44\uc6a9\uacfc \uc2dc\uac04\uc785\ub2c8\ub2e4. \uba54\uc778 \uc2a4\ub808\ub4dc\uc758 \ucee8\ud14d\uc2a4\ud2b8\ub97c \uc904\uc774\uba74 \ube44\uc6a9\uacfc \uc2dc\uac04\uc744 \uc808\uac10\ud560 \uc218 \uc788\uc9c0\ub9cc, \uc11c\ube0c \uc5d0\uc774\uc804\ud2b8\uc5d0\uc11c \uc5ec\ub7ec LLM \ud638\ucd9c\uc774 \ubc1c\uc0dd\ud558\uba74 \ube44\uc6a9\uacfc \ub300\uae30 \uc2dc\uac04\uc774 \ubc1c\uc0dd\ud569\ub2c8\ub2e4. \ucd1d \ube44\uc6a9\uacfc \uc18c\uc694 \uc2dc\uac04\uc774 \ub354 \uc904\uc5b4\ub4e4\uae30\ub97c \uae30\ub300\ud558\uc9c0\ub9cc, \uc774\ub294 <code>main<\/code> \uc5d0\uc774\uc804\ud2b8\uac00 \uc11c\ube0c \uc5d0\uc774\uc804\ud2b8\ub97c \uc5b4\ub5bb\uac8c \uc0ac\uc6a9\ud558\ub294\uc9c0\uc5d0 \ub530\ub77c \ub2ec\ub77c\uc9d1\ub2c8\ub2e4. \ub9cc\uc57d \uc791\uc740 \ucffc\ub9ac\uac00 \ub300\ub7c9\uc73c\ub85c \ubc1c\uc0dd\ud558\uba74 \uc774\uc810\uc774 \ubc18\uac10\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ud5a5\ud6c4 \uc139\uc158\uc5d0\uc11c \ubca4\uce58\ub9c8\ud06c\ub97c \uc2e4\ud589\ud558\uba74\uc11c \ube44\uc6a9 \uce21\uba74\uc744 \ub2e4\uc2dc \ubd84\uc11d\ud560 \uc608\uc815\uc774\uba70, \uc774\ub54c \ube44\uc6a9\uacfc \uc2dc\uac04\uc740 \uae34\ubc00\ud558\uac8c \uc5f0\uacb0\ub41c \uc694\uc18c\ub85c \uac04\uc8fc\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uc2e4\uc81c\ub85c \uc77c\ubd80 \uc2e4\ud589\uc5d0\uc11c \uc774\ub7ec\ud55c \ud604\uc0c1\uc744 \ubc1c\uacac\ud558\uc5ec \uc774 \ubb38\uc81c\ub97c <code>main<\/code> \uc5d0\uc774\uc804\ud2b8\uc5d0\uac8c \uc124\uba85\ud558\uace0 \uadf8\ub7ec\ud55c \uc791\uc740 \ucffc\ub9ac\uc758 \ub300\ub7c9 \ubc1c\uc0dd \ube48\ub3c4\ub97c \uc5b5\uc81c\ud558\ub3c4\ub85d \ud558\ub294 \uc138\uadf8\uba3c\ud2b8\ub97c \ub3c4\uad6c\uc758 <code>agentDescription<\/code>\uc5d0 \ucd94\uac00\ud588\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"kotlin\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">\"\"\"\n...\n\uc774 \uc5d0\uc774\uc804\ud2b8\ub294 \uc178 \uba85\ub839\uc5b4\ub97c \uc0ac\uc6a9\ud558\ub294 \ubc29\uc2dd\ubcf4\ub2e4 \uac80\uc0c9 \uc2e4\ud589 \uce21\uba74\uc5d0\uc11c \ud6e8\uc52c \uacbd\uc81c\uc801\uc774\uc9c0\ub9cc, \uac80\uc0c9\uc774 \ubc18\ubcf5\ub418\ub294 \uacfc\uc815\uc5d0\uc11c \ucee8\ud14d\uc2a4\ud2b8\uac00 \ub2e8\uc808\ub429\ub2c8\ub2e4. \ub530\ub77c\uc11c \uc774 \ub3c4\uad6c\ub97c \uc5ec\ub7ec \ubc88 \ud638\ucd9c\ud558\uae30\ubcf4\ub2e4\ub294 \uc720\uc0ac\ud55c \uac80\uc0c9\uc744 \ud55c \ubc88\uc758 \ud638\ucd9c\ub85c \ubb36\ub294 \ubc29\uc2dd\uc744 \uc6b0\uc120\uc801\uc73c\ub85c \uc0ac\uc6a9\ud558\uc138\uc694.\n...\n\"\"\"\n<\/pre>\n\n\n\n<p>\ub450 \ubc88\uc9f8 \uace0\ub824\ud574\uc57c \ud560 \ub4dd\uacfc \uc2e4\uc740, \uc774 \uc811\uadfc \ubc29\uc2dd\uc774 \uc778\uac04\ubcf4\ub2e4 \ucee8\ud14d\uc2a4\ud2b8 \uc720\uc9c0\ub97c \uc9c0\ub098\uce58\uac8c \uc774\ubd84\ubc95\uc801\uc73c\ub85c \ucc98\ub9ac\ud55c\ub2e4\ub294 \uc810\uc785\ub2c8\ub2e4. \uc778\uac04\uc740 \uacfc\uac70\uc758 \ubaa8\ub4e0 \uc77c\uc744 \ud56d\uc0c1 \uae30\uc5b5\ud558\uc9c0\ub294 \uc54a\uc9c0\ub9cc, \ubb34\uc2a8 \uc77c\uc774 \uc788\uc5c8\ub294\uc9c0\uc5d0 \ub300\ud55c \ud750\ub9bf\ud55c \uac10\uac01\uc744 \uac04\uc9c1\ud558\uace0 \uc788\ub2e4\uac00 \ud544\uc694\ud560 \ub54c \ucd94\uac00 \ub9e5\ub77d\uc744 \uac80\uc0c9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7f0 \ud589\ub3d9\uc744 \ubaa8\ub378\ub9c1\ud558\ub294 \ubc29\uc2dd\ub3c4 \uc788\uc9c0\ub9cc, \uc774\ub294 \ud604\uc7ac \uc5d0\uc774\uc804\ud2b8\uc758 \ubc18\ubcf5 \ucc98\ub9ac \ubc94\uc704\ub97c \ub118\uc5b4\uc11c\ub294 \ub354 \uc2ec\uce35\uc801\uc774\uace0 \ubcf5\uc7a1\ud55c \uc5d0\uc774\uc804\ud2b8 \uba54\ubaa8\ub9ac\uc640 \uc5f0\uad00\ub429\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\ub610 \ud558\ub098\uc758 \ubb38\uc81c\ub294 \uc774 \uc811\uadfc \ubc29\uc2dd\uc774 \ucd94\uc801\uc758 \ubcf5\uc7a1\uc131\uc744 \ub192\uc778\ub2e4\ub294 \uc810\uc785\ub2c8\ub2e4. Langfuse\uc5d0\uc11c\ub294 \ub354 \uc774\uc0c1 \ud558\ub098\uc758 \uc5d0\uc774\uc804\ud2b8 \ucd94\uc801\ub9cc \ud655\uc778\ud558\uba74 \ub418\ub294 \uac83\uc774 \uc544\ub2d9\ub2c8\ub2e4. \uc2e4\uc81c\ub85c\ub294 \uc804\uccb4 \uad00\uc810\uacfc \uac1c\ubcc4 \uc5d0\uc774\uc804\ud2b8\uc758 \uad00\uc810\uc774\ub77c\ub294 \uc5ec\ub7ec \uc2dc\uac01\uc5d0\uc11c \ub3d9\uc791\uc744 \uc0b4\ud3b4\ubd10\uc57c \ud560 \uc218\ub3c4 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\ub354 \ub113\uc740 \uad00\uc810\uc5d0\uc11c \ubcf4\uae30: \uc5d4\uc9c0\ub2c8\uc5b4\ub9c1 \ud300\uc5d0 \ube44\uc720\ud574 \ubcf4\uae30<\/h2>\n\n\n\n<p>\uc774\ub7ec\ud55c \uc11c\ube0c \uc5d0\uc774\uc804\ud2b8 \ud65c\uc6a9 \uae30\ubc95\uc740 <code>find<\/code> \uc5d0\uc774\uc804\ud2b8\uc640 \uac19\uc740 \ub2e8\uc21c\ud55c \uc0ac\ub840\uc5d0\ub9cc \uad6d\ud55c\ub418\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \ubd84\uc11d, \uad6c\ud604, \ud14c\uc2a4\ud2b8, \uacc4\ud68d\uc744 \uac01\uac01 \ub2e4\ub978 \uc11c\ube0c \uc5d0\uc774\uc804\ud2b8\uc5d0 \ud560\ub2f9\ud558\uba74 \ud300 \uad6c\uc870\uc5d0\uc11c\uc758 \ub2f4\ub2f9 \uc5c5\ubb34 \ubd84\ub9ac\ub97c \uadf8\ub300\ub85c \uc7ac\ud604\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.&nbsp;<\/p>\n\n\n\n<p>\ubaa8\ub4e0 \uae30\ub2a5\uc744 \ud558\ub098\uc758 \uc5d0\uc774\uc804\ud2b8\uc5d0 \uc9d1\uc911\uc2dc\ud0a4\ub294 \ubc29\uc2dd\uc774 \uc5ec\ub7ec \uc11c\ube0c \uc5d0\uc774\uc804\ud2b8\ub85c \ub098\ub204\ub294 \uc2dc\uc2a4\ud15c\ubcf4\ub2e4 \uc131\ub2a5\uc774 \ub354 \ub098\uc740\uc9c0\ub294 \uc544\uc9c1 \uacb0\ub860\uc774 \ub098\uc9c0 \uc54a\uc558\uc2b5\ub2c8\ub2e4. \ub2e4\ub9cc, \ubd84\uc0b0 \ubc29\uc2dd\uc758 \uc7a0\uc7ac\uc801 \uc774\uc810\uc740 \uc27d\uac8c \uc0c1\uc0c1\ud574\ubcfc \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ucf58\uc6e8\uc774\uc758 \ubc95\uce59\uc744 \uc0dd\uac01\ud574 \ubcf4\uba74 \uc774\ud574\uac00 \uc27d\uc2b5\ub2c8\ub2e4. \u201c\uc870\uc9c1\uc740 \ub0b4\ubd80 \ucee4\ubba4\ub2c8\ucf00\uc774\uc158 \uad6c\uc870\ub97c \ubc18\uc601\ud55c \uc2dc\uc2a4\ud15c\uc744 \ub9cc\ub4e4\uc5b4 \ub0b8\ub2e4.\u201d \ud55c \uac00\uc9c0 \ud574\uc11d\uc744 \ud574\ubcf4\uc790\uba74, \uc774\ub7ec\ud55c \ucee4\ubba4\ub2c8\ucf00\uc774\uc158 \uad6c\uc870\uac00 \uc720\uc9c0\ud560 \uac00\uce58\uac00 \uc788\ub294 \ud6a8\uc728\uc801\uc778 \ud328\ud134\uc744 \ubc1c\uacac\ud558\uae30 \uc704\ud574 \uc9c4\ud654\ud574 \uc654\ub2e4\ub294 \uac83\uc785\ub2c8\ub2e4. \uc5ed \ucf58\uc6e8\uc774 \ubc95\uce59\uc740 \uc774\ub7ec\ud55c \uad6c\uc870\uac00 \ubc14\ub78c\uc9c1\ud558\ub2e4\ub294 \uc810\uc744 \uc2dc\uc0ac\ud558\uae30\uae4c\uc9c0 \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uadf8\ub807\ub2e4\uba74 \uc5ed\ud560 \ubd84\ubc30\uc5d0 \ub300\ud574\uc11c\ub3c4 \ub3d9\uc77c\ud55c \ub17c\ub9ac\uac00 \uc801\uc6a9\ub420 \uc218 \uc788\uc744\uae4c\uc694? \uc5b4\uca4c\uba74 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \ud300\uc5d0\uc11c \uc804\ubb38 \ubd84\uc57c\ubcc4\ub85c \uc5c5\ubb34\uac00 \ubd84\ub2f4\ub418\ub294 \ubc29\uc2dd\uc740 \ud6a8\uc728\uc801 \uc5c5\ubb34 \ubc29\uc2dd\uc744 \ubc1c\uacac\ud558\uae30 \uc704\ud55c \uc9c4\ud654\uc758 \uc0b0\ubb3c\uc77c \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uadf8\ub807\ub2e4\uba74 LLM \uc5ed\uc2dc \uadf8\ub85c\ubd80\ud130 \uc774\uc810\uc744 \uc5bb\uc744 \uc218 \uc788\uc744\uc9c0\ub3c4 \ubaa8\ub985\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\ub2e4\ub9cc \uc774\ub294 \ubcf4\uc7a5\ub41c \uac83\uc740 \uc544\ub2d9\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud6a8\uc728\uc131\uc740 \uc778\uac04\uc758 \ud559\uc2b5 \uacfc\uc815\uc744 \ubd84\uc0b0\uc2dc\ud0a4\ub294 \ub370\uc11c \uc8fc\ub85c \ube44\ub86f\ub41c \uac83\uc77c \uc218 \uc788\uc73c\uba70, \uc774\ub294 LLM\uc5d0\ub294 \uadf8\ub300\ub85c \uc801\uc6a9\ub418\uc9c0 \uc54a\uc744 \uc218\ub3c4 \uc788\uc2b5\ub2c8\ub2e4. <a href=\"https:\/\/frc3624wiki.readthedocs.io\/en\/latest\/docs\/software\/advanced\/read\/CleanCode.html\" target=\"_blank\" rel=\"noopener\"><em>Clean Code<\/em><\/a>\ub77c\ub294 \ucc45\uc744 \ubcf4\uba74 \ub2e4\uc591\ud55c \uc785\uc7a5, \uc989 \uc791\uc131\uc790 \uc785\uc7a5(\ucc3d\uc791\uc790), \ub3c5\uc790 \uc785\uc7a5(\uc720\uc9c0 \uad00\ub9ac\uc790), \ud14c\uc2a4\ud130 \uc785\uc7a5(\ud14c\uc2a4\ud130)\uc744 \uace0\ub824\ud558\ub294 \ub0b4\uc6a9\uc774 \ub098\uc635\ub2c8\ub2e4. \ud575\uc2ec\uc740 \ub2e4\ub978 \uc785\uc7a5\uc758 \uad00\uc810\uc5d0 \ubc29\ud574\ubc1b\uc9c0 \uc54a\uace0 \ud558\ub098\uc758 \uc5ed\ud560\uc5d0 \uc9d1\uc911\ud558\ub294 \ub370 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub294 \uc791\uc5c5 \ubd84\ub2f4\uc774 \ub2e8\uc21c\ud55c \ud559\uc2b5 \ud6a8\uc728\uc131\uc758 \ubb38\uc81c\ub97c \ub118\uc5b4\uc11c\ub294 \uac1c\ub150\uc784\uc744 \uc2dc\uc0ac\ud558\uba70, \ub530\ub77c\uc11c LLM\uc5d0\ub3c4 \uc2e4\uc81c\ub85c \uc801\uc6a9 \uac00\ub2a5\ud568\uc744 \uc758\ubbf8\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" loading=\"lazy\" width=\"882\" height=\"482\" src=\"https:\/\/blog.jetbrains.com\/wp-content\/uploads\/2026\/01\/image-8.png\" alt=\"\" class=\"wp-image-672692\"\/><\/figure>\n\n\n\n<p>\uc694\ucee8\ub300, \uc11c\ube0c \uc5d0\uc774\uc804\ud2b8\ub97c \ud6e8\uc52c \ub354 \ud655\uc7a5 \uc801\uc6a9\ud560 \uc218 \uc788\uc9c0\ub9cc, \uc720\uc758\ubbf8\ud55c \uc811\uadfc \ubc29\uc2dd\uc778\uc9c0\ub294 \uc544\uc9c1 \uc785\uc99d\ub418\uc9c0 \uc54a\uc558\uc2b5\ub2c8\ub2e4. \ud604\uc7ac\ub85c\uc11c\ub294 \uc5ec\uc804\ud788 \ud558\ub098\uc758 \uae30\ubc95\uc774\uace0, \uc5c4\ubc00\ud788 \uacfc\ud559\uc740 \uc544\ub2d9\ub2c8\ub2e4.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\ubca4\uce58\ub9c8\ud06c \uacb0\uacfc: \uac00\uc124 \uac80\uc99d<\/h2>\n\n\n\n<p><code>find<\/code> \uc11c\ube0c \uc5d0\uc774\uc804\ud2b8\ub97c \uc81c\uc678\ud55c \ubc84\uc804\uc740 \ucd1d \ube44\uc6a9\uc774 \uc57d 814\ub2ec\ub7ec, \uc778\uc2a4\ud134\uc2a4\ub2f9 \uc57d 1.63\ub2ec\ub7ec\uc600\uace0, \uc11c\ube0c \uc5d0\uc774\uc804\ud2b8\ub97c \ud3ec\ud568\ud55c \ubc84\uc804\uc740 \ucd1d \ube44\uc6a9\uc774 \uc57d 733\ub2ec\ub7ec, \uc778\uc2a4\ud134\uc2a4\ub2f9 \uc57d 1.47\ub2ec\ub7ec\ub85c \ud655\uc778\ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uc774\ub294 \uc57d <strong>10%\uc758 \ube44\uc6a9 \uc808\uac10<\/strong>\uc5d0 \ud574\ub2f9\ud558\uba70, \ucda9\ubd84\ud788 \uc8fc\ubaa9\ud560 \ub9cc\ud55c \uacb0\uacfc\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\ub610 \ud558\ub098 \ud765\ubbf8\ub85c\uc6b4 \uad00\ucc30 \uacb0\uacfc\ub294, \uc11c\ube0c \uc5d0\uc774\uc804\ud2b8\uc5d0 \uc5b4\ub5a4 LLM\uc744 \uc120\ud0dd\ud558\ub290\ub0d0\uc5d0 \ub530\ub77c \uacb0\uacfc\uac00 \ub9e4\uc6b0 \ud06c\uac8c \ub2ec\ub77c\uc9c4\ub2e4\ub294 \uc810\uc785\ub2c8\ub2e4. \ub354 \uc791\uc740 \uaddc\ubaa8\uc758 \uc2e4\ud5d8\uc5d0\uc11c, \uc11c\ube0c \uc5d0\uc774\uc804\ud2b8\ub97c GPT-5 Codex\uc5d0 \uc5f0\uacb0\ud55c \uc0c1\ud0dc\ub97c \uc720\uc9c0\ud574 \ubcf4\uc558\uc73c\uba70, \uadf8 \uacb0\uacfc \ube44\uc6a9\uc774 \uc608\uc2dc\ub2f9 \ud3c9\uade0 3.30\ub2ec\ub7ec\ub85c \uae09\uaca9\ud788 \uc99d\uac00\ud588\uc2b5\ub2c8\ub2e4(50\uac1c \uc608\uc2dc).<\/p>\n\n\n\n<figure class=\"wp-block-table\">\n<table>\n<tbody>\n<tr>\n<td>\uc2e4\ud5d8<\/td>\n<td>\uc131\uacf5\ub960<\/td>\n<td>\uc778\uc2a4\ud134\uc2a4\ub2f9 \ube44\uc6a9<\/td>\n<\/tr>\n<tr>\n<td>Part 03(Langfuse)<\/td>\n<td>56%(278\/500)<\/td>\n<td>1.63\ub2ec\ub7ec(814\ub2ec\ub7ec\/500)<\/td>\n<\/tr>\n<tr>\n<td>Part 04(\uc11c\ube0c \uc5d0\uc774\uc804\ud2b8: GPT-4.1 mini)<\/td>\n<td>58%(290\/500)<\/td>\n<td>1.47\ub2ec\ub7ec(733\ub2ec\ub7ec\/500)&nbsp;<\/td>\n<\/tr>\n<tr>\n<td>Part 04(\uc11c\ube0c \uc5d0\uc774\uc804\ud2b8: GPT-5 Codex)<\/td>\n<td>58%(29\/50)<\/td>\n<td>3.30\ub2ec\ub7ec(165\ub2ec\ub7ec\/50)<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/figure>\n\n\n\n<p>\ud55c\ud3b8, \ube44\uc6a9\uc744 \uc904\uc774\uae30 \uc704\ud55c \ub450 \uac00\uc9c0 \ubc29\ubc95\uc744 \uac00\uc124\ub85c \uc124\uc815\ud588\ub2e4\ub294 \uc810\uc740 \uc8fc\ubaa9\ud560 \ub9cc\ud569\ub2c8\ub2e4. \uccab \ubc88\uc9f8\ub294 \uc791\uc5c5 \ubd84\ubc30 \uacfc\uc815\uc5d0\uc11c \uc790\uc5f0\uc2a4\ub7ec\uc6b4 \uc555\ucd95\uc744 \ud1b5\ud574 \ucee8\ud14d\uc2a4\ud2b8 \ud06c\uae30\ub97c \uc904\uc774\ub294 \uac83\uc774\uc5c8\uace0, \ub450 \ubc88\uc9f8\ub294 \uc791\uc5c5\uc744 \ub354 \uc800\ub834\ud55c \ubaa8\ub378\ub85c \uc624\ud504\ub85c\ub529\ud558\ub294 \uac83\uc774\uc5c8\uc2b5\ub2c8\ub2e4. \ub370\uc774\ud130\uc5d0 \ub530\ub974\uba74, \ub2e8\uc21c\ud788 \uc11c\ube0c \uc5d0\uc774\uc804\ud2b8\ub97c \ubd84\ub9ac\ud558\ub294 \uac83\ub9cc\uc73c\ub85c\ub294(GPT-5 Codex \ubaa8\ub378\uc744 \uadf8\ub300\ub85c \uc720\uc9c0\ud560 \uacbd\uc6b0) \uc624\ud788\ub824 \ube44\uc6a9\uc774 \ud06c\uac8c \uc99d\uac00\ud558\ub294 \uac83\uc73c\ub85c \ub098\ud0c0\ub0ac\uc2b5\ub2c8\ub2e4. \ub530\ub77c\uc11c \uccab \ubc88\uc9f8 \ubc29\ubc95\uc740 \ud6a8\uacfc\uac00 \uc5c6\ub294 \uac83\uc73c\ub85c \ubcf4\uc774\uba70, \ub450 \ubc88\uc9f8 \ubc29\ubc95\uc778 \uc800\uac00 \ubaa8\ub378 \ud65c\uc6a9\uc774 \uc2e4\uc81c\ub85c \ud6a8\uacfc\ub97c \ub0b4\ub294 \ubc29\uc2dd\uc73c\ub85c \ubcf4\uc785\ub2c8\ub2e4. \ub2e4\ub9cc \uc774\ub294 \uc5c4\ubc00\ud55c \uc99d\uba85\uc774\ub77c\uace0 \ubcf4\uae30\ub294 \uc5b4\ub835\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uc131\ub2a5 \uac1c\uc120 \uce21\uba74\uc5d0\uc11c\ub294, 56%\uc5d0\uc11c 58%\ub85c \uc18c\ud3ed\uc758 \uc0c1\uc2b9\uc774 \uad00\ucc30\ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uc774\ub294 \ud1b5\uacc4\uc801\uc73c\ub85c \ud5c8\uc6a9 \uac00\ub2a5\ud55c \uc624\ucc28 \ubc94\uc704 \uc548\uc5d0 \uc788\ub294 \ucc28\uc774\uc77c \uc218\ub3c4 \uc788\uc9c0\ub9cc, \ube44\uc6a9\uc744 \uc904\uc774\ub294 \uacfc\uc815\uc5d0\uc11c\ub3c4 \uc131\ub2a5\uc774 \ucd5c\uc18c\ud55c \uc77c\uad00\ub418\uac8c \uc720\uc9c0\ub418\uc5c8\ub2e4\ub294 \uc810\uc740 \uace0\ubb34\uc801\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\uacb0\ub860<\/h2>\n\n\n\n<p>\uc11c\ube0c \uc5d0\uc774\uc804\ud2b8\ub97c \uc0dd\uc131\ud558\ub294 \uac83\uc774 \uad6c\ud604 \uce21\uba74\uc5d0\uc11c\ub294 \ub2e8\uc21c\ud558\uba74\uc11c\ub3c4, \uc7a0\uc7ac\uc801\uc73c\ub85c\ub294 \ub9e4\uc6b0 \uac15\ub825\ud560 \uc218 \uc788\ub2e4\ub294 \uc810\uc744 \ud655\uc778\ud588\uc2b5\ub2c8\ub2e4. Koog\ub294 \uc774 \uacfc\uc815\uc744 \ud55c\uce35 \ub354 \uac04\uc18c\ud654\ud560 \uc218 \uc788\ub294 \ud3b8\ub9ac\ud55c \ud234\ub9c1\uc744 \uc81c\uacf5\ud558\uba70, \uc0ac\uc6a9\uc790\ub294 \ub3c4\uad6c\ub85c\uc11c\uc758 \uc5d0\uc774\uc804\ud2b8(agent-as-a-tool)\ub97c \uc704\ud55c \ud504\ub86c\ud504\ud2b8\ub9cc \uc815\uc758\ud558\uba74 \ub429\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uc774 \uae30\ubc95\uc740 \ubd84\uba85\ud788 \uc2e4\uc9c8\uc801\uc778 \ube44\uc6a9 \uc808\uac10 \ud6a8\uacfc\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uadf8 \uacb0\uacfc, <strong>\uc57d 10%\uc5d0 \uac00\uae4c\uc6b4 \ube44\uc6a9 \uc808\uac10<\/strong>\uc744 \ub2ec\uc131\ud588\uc73c\uba70, \uc774\ub294 \uc218\uce58\ub85c \uc785\uc99d\ub418\ub294 \ubd84\uba85\ud55c \uac1c\uc120\uc774\ub77c \ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc131\ub2a5\uc5d0 \ubbf8\uce5c \uc601\ud5a5\uc740 \ub35c \uba85\ud655\ud558\uc9c0\ub9cc, \uadf8\ub7fc\uc5d0\ub3c4 \uc774 \ubd80\ubd84\uc5d0\uc11c\ub3c4 \uc77c\uc815 \uc218\uc900\uc758 \uac1c\uc120\uc774 \uc788\ub294 \uac83\uc73c\ub85c \ubcf4\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\ub3d9\uc2dc\uc5d0, \uc774\ub7ec\ud55c \uc720\ud615\uc758 \ud3c9\uac00\ub294 \ube44\uc6a9\uc774 \ub9ce\uc774 \ub4ed\ub2c8\ub2e4. \ube44\uc6a9\uc744 \uc904\uc600\uc74c\uc5d0\ub3c4 \ubd88\uad6c\ud558\uace0, \uc774 \ubca4\uce58\ub9c8\ud06c\uc758 \ucd1d\ube44\uc6a9\uc740 \uc5ec\uc804\ud788 730\ub2ec\ub7ec\uc5d0 \ub2ec\ud588\uc2b5\ub2c8\ub2e4. \uadf8\ub798\uc11c \ub2e4\uc74c \uae00\uc5d0\uc11c\ub294 \ube44\uc6a9\uc744 \ub0ae\ucd94\uae30 \uc704\ud55c \ub610 \ub2e4\ub978 \uc804\ub7b5\uc778 \ub354 \uc77c\ubc18\uc801\uc778 \uc555\ucd95 \uc811\uadfc \ubc29\uc2dd\uc744 \uc790\uc138\ud788 \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4. \ud574\ub2f9 \uae00\uc5d0\uc11c\ub294 \ucee8\ud14d\uc2a4\ud2b8\uac00 \ubb34\ud55c\uc815 \ud655\uc7a5\ub418\uc5b4 \ube44\uc6a9\ub3c4 \ud568\uaed8 \uc99d\uac00\ud558\ub294 \ubb38\uc81c\ub97c \ubc29\uc9c0\ud558\ub294 \ubc29\ubc95\uc744 \uc911\uc810\uc801\uc73c\ub85c \ub2e4\ub8f9\ub2c8\ub2e4.<\/p>\n\n\n\n<p><em>\uac8c\uc2dc\ubb3c \uc6d0\ubb38 \uc791\uc131\uc790<\/em><\/p>\n\n\n    <div class=\"about-author \">\n        <div class=\"about-author__box\">\n            <div class=\"row\">\n                <div class=\"about-author__box-img\">\n                    <img decoding=\"async\" src=\"https:\/\/blog.jetbrains.com\/wp-content\/uploads\/2025\/11\/picture_cropped-1.jpg\" width=\"200\" height=\"200\" alt=\"Bruno Lannoo\" loading=\"lazy\"  class=\"avatar avatar-200 wp-user-avatar wp-user-avatar-200 photo avatar-default\">\n                <\/div>\n                <div class=\"about-author__box-text\">\n                                            <h4>Bruno Lannoo<\/h4>\n                                                        <\/div>\n            <\/div>\n        <\/div>\n    <\/div>\n","protected":false},"author":1191,"featured_media":683162,"comment_status":"closed","ping_status":"closed","template":"","categories":[4113,2347],"tags":[6847,8724],"cross-post-tag":[6355],"acf":[],"_links":{"self":[{"href":"https:\/\/blog.jetbrains.com\/ko\/wp-json\/wp\/v2\/ai\/682944"}],"collection":[{"href":"https:\/\/blog.jetbrains.com\/ko\/wp-json\/wp\/v2\/ai"}],"about":[{"href":"https:\/\/blog.jetbrains.com\/ko\/wp-json\/wp\/v2\/types\/ai"}],"author":[{"embeddable":true,"href":"https:\/\/blog.jetbrains.com\/ko\/wp-json\/wp\/v2\/users\/1191"}],"replies":[{"embeddable":true,"href":"https:\/\/blog.jetbrains.com\/ko\/wp-json\/wp\/v2\/comments?post=682944"}],"version-history":[{"count":2,"href":"https:\/\/blog.jetbrains.com\/ko\/wp-json\/wp\/v2\/ai\/682944\/revisions"}],"predecessor-version":[{"id":683185,"href":"https:\/\/blog.jetbrains.com\/ko\/wp-json\/wp\/v2\/ai\/682944\/revisions\/683185"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/blog.jetbrains.com\/ko\/wp-json\/wp\/v2\/media\/683162"}],"wp:attachment":[{"href":"https:\/\/blog.jetbrains.com\/ko\/wp-json\/wp\/v2\/media?parent=682944"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blog.jetbrains.com\/ko\/wp-json\/wp\/v2\/categories?post=682944"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blog.jetbrains.com\/ko\/wp-json\/wp\/v2\/tags?post=682944"},{"taxonomy":"cross-post-tag","embeddable":true,"href":"https:\/\/blog.jetbrains.com\/ko\/wp-json\/wp\/v2\/cross-post-tag?post=682944"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}