{"id":8388,"date":"2026-02-19T09:43:24","date_gmt":"2026-02-19T00:43:24","guid":{"rendered":"https:\/\/now0930.pe.kr\/wordpress\/?p=8388"},"modified":"2026-02-19T09:57:58","modified_gmt":"2026-02-19T00:57:58","slug":"code-assistant-%ec%82%ac%ec%9a%a9-%ec%86%8c%ea%b0%90","status":"publish","type":"post","link":"https:\/\/now0930.pe.kr\/wordpress\/code-assistant-%ec%82%ac%ec%9a%a9-%ec%86%8c%ea%b0%90\/","title":{"rendered":"code assistant \uc0ac\uc6a9 \uc18c\uac10"},"content":{"rendered":"\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\ud83d\udcbb Claude Code \uc0ac\uc6a9 \ud6c4\uae30: \uc131\ub2a5\uacfc \ube44\uc6a9 \uc0ac\uc774\uc758 \uace0\ubbfc<\/h2>\n\n\n\n<p>\uc774\ubc88 \uc5f0\ud734\ub97c \ub9de\uc774\ud558\uc5ec \ud654\uc81c\uc758 \ub3c4\uad6c\uc778 <strong>Claude Code<\/strong>\ub97c \uc9c1\uc811 \uc124\uce58\ud558\uace0 \uc0ac\uc6a9\ud574 \ubcf4\uc558\uc2b5\ub2c8\ub2e4. \uc2e4\uc81c \uc5c5\ubb34\uc5d0 \uc801\uc6a9\ud574 \ubcf8 \uacb0\uacfc, \ub3c4\uad6c \uc790\uccb4\uc758 \uc131\ub2a5\uc740 \uae30\ub300\ub9cc\ud07c\uc774\ub098 \ud6cc\ub96d\ud588\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>&#8220;\uc131\ub2a5\uc740 \ub9cc\uc871\uc2a4\ub7fd\uc9c0\ub9cc, \ubb34\uc2dc\ud560 \uc218 \uc5c6\ub294 \ud1a0\ud070 \uc18c\ubaa8\ub7c9 \ub54c\ubb38\uc5d0 \uc2e4\uc81c \uc0c1\uc6a9 \ub3c4\uad6c\ub85c \uacc4\uc18d \ud65c\uc6a9\ud574\uc57c \ud560\uc9c0\ub294 \uc758\ubb38\uc785\ub2c8\ub2e4.&#8221;<\/p>\n<\/blockquote>\n\n\n\n<h3 class=\"wp-block-heading\">\u26a0\ufe0f \uc5d0\uc774\uc804\ud2b8\ud615 AI\uc758 \ud604\uc2e4\uc801\uc778 \ubb38\ud131: \ud1a0\ud070 \ube44\uc6a9<\/h3>\n\n\n\n<p>Claude Code\uc640 \uac19\uc740 \uc5d0\uc774\uc804\ud2b8\ud615 \uc2dc\uc2a4\ud15c\uc744 \uc0ac\uc6a9\ud574 \ubcf4\ub2c8, \ub2e4\uc74c\uacfc \uac19\uc740 \ud604\uc2e4\uc801\uc778 \uace0\ubbfc\uc774 \ub4a4\ub530\ub790\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\ud83d\udccc \ub192\uc740 \ud1a0\ud070 \uc18c\ubaa8\ub7c9:<\/strong> \ucf54\ub4dc \ub9e5\ub77d \ud30c\uc545 \uacfc\uc815\uc5d0\uc11c \ubc1c\uc0dd\ud558\ub294 \ube44\uc6a9\uc774 \uc0c1\ub2f9\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\ud83d\udccc \uc9c0\uc18d \uac00\ub2a5\uc131 \ubb38\uc81c:<\/strong> \uc77c\uc0c1\uc801 \uc791\uc5c5\uc5d0 \ub9e4\ubc88 \uace0\ube44\uc6a9\uc744 \uc9c0\ubd88\ud558\ub294 \uac83\uc774 \ud6a8\uc728\uc801\uc778\uc9c0 \uc758\ubb38\uc785\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\ud83d\udccc sLLM\uc758 \ud544\uc694\uc131:<\/strong> \ubc18\ubcf5 \uc791\uc5c5\uc5d0\ub294 \uac00\ubcbc\uc6b4 \ubaa8\ub378\uc744 \uc4f0\ub294 \uacbd\uc81c\uc801 \uc5d0\uc774\uc804\ud2b8\uac00 \uc808\uc2e4\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Claude api<\/h3>\n\n\n\n<p>&#8220;Claude API\ub294 \uc8fc\ud53c\ud130 \ub178\ud2b8\ubd81\uc744 \uc785\ub825\ubc1b\uc544 \ud30c\uc774\uc36c \ucf54\ub4dc\ub85c \uc790\ub3d9 \ubcc0\ud658\ud558\uace0 \ubd84\uc11d\ud558\ub294 \uc131\ub2a5\uc774 \ud0c1\uc6d4\ud569\ub2c8\ub2e4. \ud558\uc9c0\ub9cc \ubb34\ub8cc \ubc84\uc804\uc5d0\uc11c\ub294 \uc785\ub825 \ub370\uc774\ud130\uac00 \uc77c\uc815 \uae38\uc774\ub97c \ucd08\uacfc\ud560 \uacbd\uc6b0 API \ud638\ucd9c\uc774 \uc81c\ud55c\ub418\uc5b4 \uc9c4\ud589\uc774 \uc911\ub2e8\ub429\ub2c8\ub2e4. \uc774\ub97c \ud574\uacb0\ud558\ub824\uba74 \uc138\uc158\uc744 \uc0c8\ub85c \uc2dc\uc791\ud558\uac70\ub098 \uc720\ub8cc \uacb0\uc81c\ub97c \ud574\uc57c \ud558\uc9c0\ub9cc, \uc77c\uc77c \uc81c\ud55c \uc218\uce58\uac00 \ub2e4\uc74c \ub0a0\uc774\uba74 \ub9ac\uc14b\ub418\ubbc0\ub85c \uc5ec\uc720 \uc788\uac8c \uae30\ub2e4\ub9ac\uba70 \uc0ac\uc6a9\ud558\uae30\uc5d0 \ub098\uc058\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4.&#8221;<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">\uc790\uccb4 \uad6c\ucd95<\/h3>\n\n\n\n<p>\ucd5c\uadfc Claude Code\ub098 Cursor \uac19\uc740 \uc720\ub8cc \ub3c4\uad6c\uac00 \uc720\ud589\uc774\uc9c0\ub9cc, \ub0b4 \ucef4\ud4e8\ud130\uc758 \uc790\uc6d0\uc744 \ud65c\uc6a9\ud574 <strong>\uac1c\uc778\uc6a9 \ucf54\ub4dc \uc5b4\uc2dc\uc2a4\ud134\ud2b8<\/strong>\ub97c \uad6c\ucd95\ud558\ub294 \uac83\uc740 \ubcf4\uc548\uacfc \ube44\uc6a9 \uce21\uba74\uc5d0\uc11c \uc5c4\uccad\ub09c \uba54\ub9ac\ud2b8\uac00 \uc788\uc2b5\ub2c8\ub2e4. \uc9c1\uc811 \uc0ac\uc6a9\ud574 \ubcf4\uba70 \ub290\ub080 \uc7a5\ub2e8\uc810\uc744 \uac00\uac10 \uc5c6\uc774 \uacf5\uc720\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">1. \uc2dc\uc2a4\ud15c \uad6c\uc131 (My Setup)<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GPU<\/strong>: NVIDIA RTX 3060 Ti (VRAM 8GB)<\/li>\n\n\n\n<li><strong>RAM<\/strong>: DDR4\/D5 32GB<\/li>\n\n\n\n<li><strong>SW<\/strong>: Docker + Ollama + Aider<\/li>\n\n\n\n<li><strong>Model<\/strong>: Qwen2.5-Coder (7B \/ 14B \/ 32B \uc591\uc790\ud654 \ubc84\uc804)<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">2. \uc0ac\uc6a9\uc790 \uc785\uc7a5\uc5d0\uc11c \ubcf8 \uc7a5\uc810 (Pros)<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\ube44\uc6a9 \uc81c\ub85c(Zero Cost)<\/strong>: API \uc0ac\uc6a9\ub8cc \uac71\uc815\uc774 \uc5c6\uc2b5\ub2c8\ub2e4. Claude 3.5 Sonnet\ucc98\ub7fc \uc4f0\ub2e4 \ubcf4\uba74 \uae08\ubc29 \uc18c\uc9c4\ub418\ub294 \ud06c\ub808\ub527 \ub9ac\uc14b\uc744 \uae30\ub2e4\ub9b4 \ud544\uc694 \uc5c6\uc774 24\uc2dc\uac04 \ubb34\uc81c\ud55c\uc73c\ub85c \uc9c8\ubb38\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\ub370\uc774\ud130 \ubcf4\uc548<\/strong>: \ucf54\ub4dc\uac00 \uc678\ubd80 \uc11c\ubc84\ub85c \uc804\uc1a1\ub418\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4. \uc0ac\ub0b4 \ubcf4\uc548 \uaddc\uc815\uc774 \uae4c\ub2e4\ub85c\uc6b4 \ud504\ub85c\uc81d\ud2b8\ub098 \uac1c\uc778\uc801\uc778 \uc544\uc774\ub514\uc5b4\ub97c \ub2e4\ub8f0 \ub54c \uc2ec\ub9ac\uc801 \uc548\uc815\uac10\uc774 \ud07d\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>Aider\uc640\uc758 \ud658\uc0c1\uc801\uc778 \uad81\ud569<\/strong>: \ub2e8\uc21c \ucc44\ud305\uc774 \uc544\ub2c8\ub77c Aider\uac00 \uc9c1\uc811 \ub0b4 \ud30c\uc77c\uc744 \uc77d\uace0, \uc218\uc815\ud558\uace0, <code>diff<\/code> \ud615\ud0dc\ub85c \ucf54\ub4dc\ub97c \uc81c\uc548\ud569\ub2c8\ub2e4. \ud130\ubbf8\ub110 \uae30\ubc18\uc774\ub77c \uac1c\ubc1c \ud750\ub984\uc774 \ub04a\uae30\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\uc2dc\uc2a4\ud15c \ub7a8(32GB)\uc758 \ud65c\uc6a9\uc131<\/strong>: 8GB VRAM\uc774\ub77c\ub294 \ud55c\uacc4\ub97c 32GB \uc2dc\uc2a4\ud15c \ub7a8\uc774 \ubcf4\uc644\ud574 \uc90d\ub2c8\ub2e4. \ub355\ubd84\uc5d0 \uc6d0\ub798\ub294 \ub3cc\uc544\uac00\uc9c0 \uc54a\uc744 32B \uac19\uc740 \ub300\ud615 \ubaa8\ub378\ub3c4 &#8216;\ub290\ub9ac\uc9c0\ub9cc \ub611\ub611\ud558\uac8c&#8217; \uad6c\ub3d9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">3. \uc9c1\uc811 \uacaa\uc5b4\ubcf8 \ub2e8\uc810 \ubc0f \ud55c\uacc4 (Cons)<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\ubaa8\ub378 \uccb4\uae09\ubcc4 \ub51c\ub808\ub9c8 (7B vs 14B vs 32B)<\/strong>:\n<ul class=\"wp-block-list\">\n<li><strong>7B<\/strong>: \ub9e4\uc6b0 \ube60\ub974\uc9c0\ub9cc, \uc5f0\uc18d \uc9c8\ubb38\uc744 \ub358\uc9c0\uba74 \ub9e5\ub77d\uc744 \ub193\uce58\uace0 \uc5c9\ub6b1\ud55c \ub2f5\uc744 \ud569\ub2c8\ub2e4. &#8220;\uc800\ubc88\uc5d0 \ub9d0\ud55c \uac70 \uc218\uc815\ud574\uc918&#8221; \uac19\uc740 \ub9d0\uc744 \uc798 \ubabb \uc54c\uc544\ub4e3\uc2b5\ub2c8\ub2e4. -&gt; \ud56d\uc0c1 \/clear\ub85c \ucd08\uae30\ud654\ub97c \ud574\uc57c \ud568!!<\/li>\n\n\n\n<li><strong>32B<\/strong>: \ub9e4\uc6b0 \ub611\ub611\ud558\uc9c0\ub9cc, \uc2dc\uc2a4\ud15c \ub7a8\uc744 \uc4f0\uae30 \ub54c\ubb38\uc5d0 \uc751\ub2f5 \uc18d\ub3c4\uac00 \ucd08\ub2f9 2~3\ud1a0\ud070 \uc218\uc900\uc73c\ub85c \ub290\ub9bd\ub2c8\ub2e4. <strong>(\ub9e4\uc6b0 \ub9e4\uc6b0 \ub9ce\uc740 \uc778\ub0b4\uc2ec\uc774 \ud544\uc694\ud569\ub2c8\ub2e4.)<\/strong><\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\uba54\ubaa8\ub9ac \uad00\ub9ac\uc758 \uae4c\ub2e4\ub85c\uc6c0<\/strong>: 32GB \ub7a8\ub3c4 \ub109\ub109\ud574 \ubcf4\uc774\uc9c0\ub9cc, 32B \ubaa8\ub378\uc744 \uc62c\ub9ac\uba74 \uc2dc\uc2a4\ud15c \uac00\uc6a9 \uba54\ubaa8\ub9ac\uac00 14~15GB \ubbf8\ub9cc\uc77c \uacbd\uc6b0 \uc2e4\ud589\uc870\ucc28 \uc548 \ub418\ub294 &#8216;\uba54\ubaa8\ub9ac \ubd80\uc871(OOM)&#8217; \uc5d0\ub7ec\uac00 \ubc1c\uc0dd\ud569\ub2c8\ub2e4. \ud06c\ub86c \ud0ed\uc744 \ub044\ub294 \ub4f1 \uad00\ub9ac\uac00 \ud544\uc694\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\ucd08\uae30 \uc124\uc815 \uc9c4\uc785 \uc7a5\ubcbd<\/strong>: Docker \uc124\uc815, GPU \ub4dc\ub77c\uc774\ubc84 \uc5f0\uacb0, \ubaa8\ub378 \ub2e4\uc6b4\ub85c\ub4dc(19GB \ub4f1) \uacfc\uc815\uc774 \ucd08\ubcf4\uc790\uc5d0\uac8c\ub294 \ub2e4\uc18c \ubcf5\uc7a1\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">4. \uc2e4\uc804 \uc6b4\uc601 \uafc0\ud301 (Tips)<\/h3>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li><s><strong>\uba54\ubaa8\ub9ac \uac00\uc131\ube44\ub294 &#8217;14B&#8217; \ubaa8\ub378<\/strong>: RTX 3060 Ti \uc720\uc800\uc5d0\uac8c\ub294 <strong>Qwen2.5-Coder 14B<\/strong>\uac00 \ucd5c\uace0\uc758 \uc120\ud0dd\uc785\ub2c8\ub2e4. 7B\ubcf4\ub2e4 \ud6e8\uc52c \ub611\ub611\ud558\uace0, 32B\ubcf4\ub2e4 \ud6e8\uc52c \ube60\ub985\ub2c8\ub2e4. (VRAM 8GB\uc5d0 \uac70\uc758 \ub2e4 \ub4e4\uc5b4\uac11\ub2c8\ub2e4.)<\/s> \uc774\uac74 \uc548\ud574\ubd10\uc11c \ubaa8\ub984<\/li>\n\n\n\n<li><strong>Aider \uc138\uc158 \uad00\ub9ac<\/strong>: \ubaa8\ub378\uc774 \ud5db\uc18c\ub9ac\ub97c \ud558\uae30 \uc2dc\uc791\ud558\uba74 <code>\/clear<\/code>\ub85c \ub300\ud654 \ud788\uc2a4\ud1a0\ub9ac\ub97c \ube44\uc6cc\uc8fc\uc138\uc694. \ubaa8\ub378\uc758 \uc9d1\uc911\ub825\uc774 \ub2e4\uc2dc \uc0b4\uc544\ub0a9\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\uc591\uc790\ud654 \ubaa8\ub378 \ud65c\uc6a9<\/strong>: \ubc18\ub4dc\uc2dc <code>q4_K_M<\/code> \uac19\uc740 \uc591\uc790\ud654 \ubc84\uc804\uc744 \uc4f0\uc138\uc694. \uc9c0\ub2a5 \uc190\uc2e4\uc740 \ucd5c\uc18c\ud654\ud558\uba74\uc11c \uba54\ubaa8\ub9ac \uc810\uc720\uc728\uc744 \uc808\ubc18 \uac00\uae4c\uc774 \uc904\uc5ec\uc90d\ub2c8\ub2e4.<\/li>\n<\/ol>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">5. \ud55c \uc904 \uc694\uc57d<\/h3>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><strong>&#8220;RTX 3060 Ti\uc640 32GB \ub7a8\ub9cc \uc788\ub2e4\uba74, <s>\uc57d\uac04\uc758<\/s> \ub9e4\uc6b0 \ub9ce\uc740 \uc778\ub0b4\uc2ec\uc744 \ub354\ud574 \ub098\ub9cc\uc758 \uac15\ub825\ud558\uace0 \ube44\ubc00\uc2a4\ub7ec\uc6b4 \uc218\uc11d \uac1c\ubc1c\uc790\ub97c \ubb34\ub8cc\ub85c \uace0\uc6a9\ud560 \uc218 \uc788\ub2e4.&#8221;<\/strong><\/p>\n<\/blockquote>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">Claude code<\/h3>\n\n\n\n<p>&#8220;Claude Code\ub294 \uc5ec\ub7ec \ud30c\uc77c\uc5d0 \uc9c1\uc811 \uc811\uadfc\ud558\uc5ec \uc815\ubcf4\ub97c \uc870\ud68c\ud558\uace0, \uc218\uc815\ud558\uba70, \uacb0\ub860\uae4c\uc9c0 \ub3c4\ucd9c\ud574 \uc8fc\ub294 \ub2a5\ub825\uc774 \ub9e4\uc6b0 \ub6f0\uc5b4\ub0a9\ub2c8\ub2e4. \ud558\uc9c0\ub9cc \uadf8\ub9cc\ud07c <strong>\ud1a0\ud070 \uc18c\ubaa8 \uc18d\ub3c4\uac00 \uad49\uc7a5\ud788 \ube60\ub974\ub2e4\ub294 \uac83\uc774 \uccb4\uac10\ub429\ub2c8\ub2e4.<\/strong> \ud2b9\ud788 \ubb34\ub8cc \ud06c\ub808\ub527\uc758 \uacbd\uc6b0 \uc2dc\uac04\uc774 \uc9c0\ub098\ub3c4 <strong>\uc790\ub3d9\uc73c\ub85c \ucd08\uae30\ud654\ub418\uc9c0 \uc54a\uc544 \uc0ac\uc2e4\uc0c1 \uc77c\ud68c\uc131<\/strong>\uc5d0 \uac00\uae5d\ub2e4\ub294 \uc810\uc774 \uc544\uc27d\uc2b5\ub2c8\ub2e4. \ubb3c\ub860 \ube44\uc6a9\uc744 \ud22c\uc790\ud55c \ub9cc\ud07c \ucf54\ub529 \uc2e4\ub825\uc740 \ud655\uc2e4\ud788 \ubcf4\uc7a5\ub418\ub294 \uac83 \uac19\uc9c0\ub9cc, \uc2e4\ubb34\uc5d0\uc11c \ubcf8\uaca9\uc801\uc73c\ub85c \uc4f0\uae30 \uc704\ud574 <strong>\uc5bc\ub9c8\ub9cc\ud07c\uc758 \uc608\uc0b0\uc744 \ub4e4\uc5ec\uc57c \ud560\uc9c0\ub294 \uc2e0\uc911\ud55c \ud310\ub2e8\uc774 \ud544\uc694\ud574 \ubcf4\uc785\ub2c8\ub2e4.<\/strong>&#8220;<\/p>\n\n\n\n<p><a href=\"https:\/\/research.nvidia.com\/labs\/lpr\/slm-agents\">https:\/\/research.nvidia.com\/labs\/lpr\/slm-agents<\/a><\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"has-text-align-left\">\uac70\ub300 \uc5b8\uc5b4 \ubaa8\ub378(LLM)\uc740 \uad11\ubc94\uc704\ud55c \uc791\uc5c5\uc5d0\uc11c \uc778\uac04\uc5d0 \uac00\uae4c\uc6b4 \uc131\ub2a5\uc744 \ubc1c\ud718\ud558\uace0 \uc77c\ubc18\uc801\uc778 \ub300\ud654\ub97c \uc218\ud589\ud558\ub294 \ub2a5\ub825\uc73c\ub85c \ub9ce\uc740 \ucc2c\uc0ac\ub97c \ubc1b\uc544\uc654\uc2b5\ub2c8\ub2e4. \uadf8\ub7ec\ub098 &#8216;\uc5d0\uc774\uc804\ud2b8\ud615 AI(Agentic AI)&#8217; \uc2dc\uc2a4\ud15c\uc774 \ubd80\uc0c1\ud558\uba74\uc11c, \uc5b8\uc5b4 \ubaa8\ub378\uc774 \uc18c\uc218\uc758 \ud2b9\ud654\ub41c \uc791\uc5c5\uc744 \ubc18\ubcf5\uc801\uc774\uace0 \uc77c\uad00\ub418\uac8c \uc218\ud589\ud558\ub294 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\ub4e4\uc774 \ub300\uac70 \ub4f1\uc7a5\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc6b0\ub9ac\ub294 **\uc18c\ud615 \uc5b8\uc5b4 \ubaa8\ub378(SLM)**\uc774 \uc5d0\uc774\uc804\ud2b8 \uc2dc\uc2a4\ud15c\uc758 \uc218\ub9ce\uc740 \uc2e4\ud589 \uacfc\uc815\uc5d0\uc11c \ucda9\ubd84\ud55c \uc131\ub2a5\uc744 \ubc1c\ud718\ud558\uba70, \ubcf8\uc9c8\uc801\uc73c\ub85c \ub354 \uc801\ud569\ud560 \ubfd0\ub9cc \uc544\ub2c8\ub77c \uacbd\uc81c\uc801 \uad00\uc810\uc5d0\uc11c\ub3c4 \ubc18\ub4dc\uc2dc \ud544\uc694\ud558\ub2e4\ub294 \uc785\uc7a5\uc744 \ubc1d\ud799\ub2c8\ub2e4. \ub530\ub77c\uc11c <strong>SLM\uc774\uc57c\ub9d0\ub85c \uc5d0\uc774\uc804\ud2b8\ud615 AI\uc758 \ubbf8\ub798<\/strong>\ub77c\uace0 \ud655\uc2e0\ud569\ub2c8\ub2e4. \uc6b0\ub9ac\uc758 \ub17c\uac70\ub294 \ud604\uc7ac SLM\uc774 \ubcf4\uc5ec\uc8fc\ub294 \uc5ed\ub7c9 \uc218\uc900, \uc5d0\uc774\uc804\ud2b8 \uc2dc\uc2a4\ud15c\uc758 \uc77c\ubc18\uc801\uc778 \uc544\ud0a4\ud14d\ucc98, \uadf8\ub9ac\uace0 \uc5b8\uc5b4 \ubaa8\ub378 \ubc30\ud3ec\uc758 \uacbd\uc81c\uc131\uc5d0 \uae30\ubc18\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ub354 \ub098\uc544\uac00, \ubc94\uc6a9\uc801\uc778 \ub300\ud654 \ub2a5\ub825\uc774 \ud544\uc218\uc801\uc778 \uc0c1\ud669\uc5d0\uc11c\ub294 \uc11c\ub85c \ub2e4\ub978 \ubaa8\ub378\ub4e4\uc744 \ud638\ucd9c\ud558\uc5ec \uc0ac\uc6a9\ud558\ub294 **\uc774\uc885 \uc5d0\uc774\uc804\ud2b8 \uc2dc\uc2a4\ud15c(Heterogeneous Agentic Systems)**\uc774 \uc790\uc5f0\uc2a4\ub7ec\uc6b4 \uc120\ud0dd\uc774 \ub420 \uac83\uc774\ub77c\uace0 \uc8fc\uc7a5\ud569\ub2c8\ub2e4. \ub610\ud55c, \uc5d0\uc774\uc804\ud2b8 \uc2dc\uc2a4\ud15c\uc5d0\uc11c SLM \ub3c4\uc785\uc744 \uac00\ub85c\ub9c9\ub294 \uc7a0\uc7ac\uc801 \uc7a5\ubcbd\ub4e4\uc5d0 \ub300\ud574 \ub17c\uc758\ud558\uba70, \uae30\uc874\uc758 LLM \uae30\ubc18 \uc5d0\uc774\uc804\ud2b8\ub97c SLM \uae30\ubc18\uc73c\ub85c \uc804\ud658\ud558\uae30 \uc704\ud55c \uc77c\ubc18\uc801\uc778 \uc54c\uace0\ub9ac\uc998\ub3c4 \ud568\uaed8 \uc81c\uc2dc\ud569\ub2c8\ub2e4. \uac00\uce58 \uc120\uc5b8\ubb38\uc758 \ud615\ud0dc\ub85c \uc791\uc131\ub41c \uc6b0\ub9ac\uc758 \uc774\ub7ec\ud55c \uacac\ud574\ub294, LLM\uc5d0\uc11c SLM\uc73c\ub85c\uc758 \ubd80\ubd84\uc801\uc778 \uc804\ud658\ub9cc\uc73c\ub85c\ub3c4 AI \uc5d0\uc774\uc804\ud2b8 \uc0b0\uc5c5\uc5d0 \ubbf8\uce60 \uc6b4\uc601\uc801\u00b7\uacbd\uc81c\uc801 \ud30c\uae09\ub825\uc774 \uc0c1\ub2f9\ud568\uc744 \uc2dc\uc0ac\ud569\ub2c8\ub2e4. \uc6b0\ub9ac\ub294 AI \uc790\uc6d0\uc758 \ud6a8\uc728\uc801 \ud65c\uc6a9\uc5d0 \uad00\ud55c \ub17c\uc758\ub97c \ucd09\uc9c4\ud558\uace0, \uc624\ub298\ub0a0 AI \uc11c\ube44\uc2a4 \ube44\uc6a9\uc744 \ub0ae\ucd94\ub824\ub294 \ub178\ub825\uc744 \uc9c4\uc804\uc2dc\ud0a4\uace0\uc790 \ud569\ub2c8\ub2e4. \uc6b0\ub9ac\uc758 \uc785\uc7a5\uc5d0 \ub300\ud55c \uae30\uc5ec\uc640 \ube44\ud310 \ubaa8\ub450\ub97c \ud658\uc601\ud558\uba70, \uad00\ub828\ud558\uc5ec \uc811\uc218\ub418\ub294 \ubaa8\ub4e0 \uc11c\uc2e0\uc740 \ubcf8 \uc6f9\uc0ac\uc774\ud2b8\uc5d0 \uacf5\uac1c\ud560 \uac83\uc744 \uc57d\uc18d\ub4dc\ub9bd\ub2c8\ub2e4.&#8221;<\/p>\n<\/blockquote>\n\n\n\n<h2 class=\"wp-block-heading\">\ud83d\ude80 \uac70\ub300 AI\uc758 \uc2dc\ub300\uc5d0\uc11c &#8216;\uc791\uace0 \uc601\ub9ac\ud55c&#8217; sLLM\uc758 \uc2dc\ub300\ub85c<\/h2>\n\n\n\n<p>\ud604\uc7ac AI \ud558\ub4dc\uc6e8\uc5b4\uc640 \uc804\ub825 \uc778\ud504\ub77c\uc5d0 \ud22c\uc785\ub418\ub294 <strong>\ucc9c\ubb38\ud559\uc801\uc778 \ud22c\uc790 \uaddc\ubaa8\ub97c \uace0\ub824\ud560 \ub54c, \uacfc\uc5f0 \uc77c\ubc18 \uac1c\uc778\uc774 \uadf8 \ud61c\ud0dd\uc744 \uc628\uc804\ud788 \ub204\ub9b4 \uc218 \uc788\uc744\uc9c0\ub294 \ubbf8\uc9c0\uc218\uc785\ub2c8\ub2e4.<\/strong> \ub9c9\ub300\ud55c \uc720\uc9c0 \ube44\uc6a9\uc740 \uacb0\uad6d \uc0ac\uc6a9\uc790 \ubd80\ub2f4\uc73c\ub85c \ub3cc\uc544\uc62c \uc218\ubc16\uc5d0 \uc5c6\uae30 \ub54c\ubb38\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>&#8220;\uc6b0\ub9ac\uc5d0\uac8c \uc9c0\uae08 \ud544\uc694\ud55c \uac83\uc740 \ubaa8\ub4e0 \uac83\uc744 \uc544\ub294 \uac70\ucc3d\ud55c \ubaa8\ub378\uc774 \uc544\ub2d9\ub2c8\ub2e4. <strong>\ub2f9\uc7a5\uc758 \ud544\uc694\ub97c \ud574\uacb0\ud558\uae30 \uc704\ud574 \uc801\uc740 \ube44\uc6a9\uc73c\ub85c \ud3b8\ud558\uac8c \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 &#8216;\uc2e4\uc6a9\uc801\uc778 \ubaa8\ub378&#8217;\uc774 \ub354 \uc808\uc2e4\ud569\ub2c8\ub2e4.<\/strong>&#8220;<\/p>\n<\/blockquote>\n\n\n\n<h3 class=\"wp-block-heading\">\u2705 \uc65c sLLM(\uc18c\ud615 \uc5b8\uc5b4 \ubaa8\ub378)\uc774 \ub300\uc548\uc778\uac00?<\/h3>\n\n\n\n<p>\ucd5c\uadfc \uc5d0\uc774\uc804\ud2b8\ud615 AI(Agentic AI) \uc2dc\uc2a4\ud15c\uc740 \ubc94\uc6a9\uc801\uc778 \ub300\ud654\ubcf4\ub2e4 <strong>\uc18c\uc218\uc758 \ud2b9\ud654\ub41c \uc791\uc5c5\uc744 \uc815\uad50\ud558\uac8c \uc218\ud589\ud558\ub294 \ubc29\ud5a5<\/strong>\uc73c\ub85c \uc9c4\ud654\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud750\ub984 \uc18d\uc5d0\uc11c sLLM\uc740 \ub2e4\uc74c\uacfc \uac19\uc740 \uba85\ud655\ud55c \uac15\uc810\uc744 \uac00\uc9d1\ub2c8\ub2e4.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\ud83d\udcb0 \uacbd\uc81c\uc801 \uc811\uadfc\uc131:<\/strong> \uac70\ub300 \uc778\ud504\ub77c \uc5c6\uc774\ub3c4 \uac1c\uc778\uc774 \uac10\ub2f9\ud560 \uc218 \uc788\ub294 \ub0ae\uc740 \ube44\uc6a9\uc73c\ub85c \ubaa8\ub378\uc744 \uad6c\ub3d9\ud560 \uc218 \uc788\uc5b4, AI\uc758 \ubb38\ud131\uc744 \ub0ae\ucda5\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\ud83c\udfaf \uc2e4\uc6a9\uc801 \ucd5c\uc801\ud654:<\/strong> \ubaa8\ub4e0 \ubd84\uc57c\ub97c \uc595\uac8c \uc544\ub294 LLM\ubcf4\ub2e4 \ud2b9\uc815 \uc5c5\ubb34\ub97c \uc804\ubb38\uc801\uc73c\ub85c \uc218\ud589\ud558\ub294 \ud2b9\ud654 \ubaa8\ub378\uc774 \uac1c\uc778\uc758 \uc2e4\ubb34\uc5d0\ub294 \ud6e8\uc52c \ud6a8\uc728\uc801\uc785\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\ud83c\udf31 \uc9c0\uc18d \uac00\ub2a5\uc131:<\/strong> \ubd88\ud544\uc694\ud55c \uc5f0\uc0b0\uc744 \uc904\uc784\uc73c\ub85c\uc368 \ub9c9\ub300\ud55c \uc804\ub825 \uc18c\ubaa8\ub97c \ubc29\uc9c0\ud558\uace0, \ud658\uacbd\uc801\u00b7\uacbd\uc81c\uc801 \uc9c0\uc18d \uac00\ub2a5\uc131\uc744 \ud655\ubcf4\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<p>\uacb0\uad6d \ubbf8\ub798\uc758 AI \uc0dd\ud0dc\uacc4\ub294 \uac70\ub300 \ubaa8\ub378 \ud558\ub098\uac00 \ubaa8\ub4e0 \uac83\uc744 \ub3c5\uc810\ud558\ub294 \uad6c\uc870\uac00 \uc544\ub2d0 \uac83\uc785\ub2c8\ub2e4. \ub300\uc2e0 **\ub2e4\uc591\ud55c \uc18c\ud615 \ubaa8\ub378\ub4e4\uc774 \uc720\uae30\uc801\uc73c\ub85c \uacb0\ud569\ud558\uc5ec \ubb38\uc81c\ub97c \ud574\uacb0\ud558\ub294 &#8216;\uc774\uc885 \uc5d0\uc774\uc804\ud2b8 \uc2dc\uc2a4\ud15c&#8217;**\uc774 \uadf8 \uc790\ub9ac\ub97c \ucc44\uc6b8 \uac83\uc785\ub2c8\ub2e4. \uc774\uc81c\ub294 \uae30\uc220\uc758 \ud654\ub824\ud568\ubcf4\ub2e4, \uc6b0\ub9ac \uc190\uc5d0 \ub2ff\ub294 \uc2e4\uc9c8\uc801\uc778 \ud61c\ud0dd\uc5d0 \uc9d1\uc911\ud574\uc57c \ud560 \ub54c\uc785\ub2c8\ub2e4.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\ud83d\udcbb Claude Code \uc0ac\uc6a9 \ud6c4\uae30: \uc131\ub2a5\uacfc \ube44\uc6a9 \uc0ac\uc774\uc758 \uace0\ubbfc \uc774\ubc88 \uc5f0\ud734\ub97c \ub9de\uc774\ud558\uc5ec \ud654\uc81c\uc758 \ub3c4\uad6c\uc778 Claude Code\ub97c \uc9c1\uc811 \uc124\uce58\ud558\uace0 \uc0ac\uc6a9\ud574 \ubcf4\uc558\uc2b5\ub2c8\ub2e4. [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"jetpack_post_was_ever_published":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[33],"tags":[1867,1868,1865,1866],"class_list":["post-8388","post","type-post","status-publish","format-standard","hentry","category-tensorflow","tag-aider","tag-claud-code","tag-ollama","tag-qwen-2-5-code"],"jetpack_featured_media_url":"","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/now0930.pe.kr\/wordpress\/wp-json\/wp\/v2\/posts\/8388","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/now0930.pe.kr\/wordpress\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/now0930.pe.kr\/wordpress\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/now0930.pe.kr\/wordpress\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/now0930.pe.kr\/wordpress\/wp-json\/wp\/v2\/comments?post=8388"}],"version-history":[{"count":8,"href":"https:\/\/now0930.pe.kr\/wordpress\/wp-json\/wp\/v2\/posts\/8388\/revisions"}],"predecessor-version":[{"id":8398,"href":"https:\/\/now0930.pe.kr\/wordpress\/wp-json\/wp\/v2\/posts\/8388\/revisions\/8398"}],"wp:attachment":[{"href":"https:\/\/now0930.pe.kr\/wordpress\/wp-json\/wp\/v2\/media?parent=8388"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/now0930.pe.kr\/wordpress\/wp-json\/wp\/v2\/categories?post=8388"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/now0930.pe.kr\/wordpress\/wp-json\/wp\/v2\/tags?post=8388"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}