{"id":293,"date":"2026-07-23T23:34:17","date_gmt":"2026-07-23T23:34:17","guid":{"rendered":"https:\/\/gilnas.synology.me\/wordpress\/293\/"},"modified":"2026-07-23T23:34:17","modified_gmt":"2026-07-23T23:34:17","slug":"ai-%ec%97%90%ec%9d%b4%ec%a0%84%ed%8a%b8-%ec%9a%b4%ec%98%81%ed%99%94-%eb%aa%a8%eb%8d%b8%c2%b7%ed%98%91%ec%97%85%c2%b7%eb%b3%b4%ec%95%88-3%ec%9d%bc-%eb%b3%80%ed%99%94-three-day-shift-to-operational-a","status":"publish","type":"post","link":"https:\/\/gilnas.synology.me\/wordpress\/293\/","title":{"rendered":"AI \uc5d0\uc774\uc804\ud2b8 \uc6b4\uc601\ud654: \ubaa8\ub378\u00b7\ud611\uc5c5\u00b7\ubcf4\uc548 3\uc77c \ubcc0\ud654 | Three-Day Shift to Operational AI Agents"},"content":{"rendered":"<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/gilnas.synology.me\/wordpress\/wp-content\/uploads\/2026\/07\/ai-trend-hero-14.png\" alt=\"AI \uc5d0\uc774\uc804\ud2b8 \uc6b4\uc601\ud654: \ubaa8\ub378\u00b7\ud611\uc5c5\u00b7\ubcf4\uc548 3\uc77c \ubcc0\ud654 | Three-Day Shift to Operational AI Agents\" \/><\/figure>\n<p><strong>\uc694\uc57d:<\/strong> \ucd5c\uadfc 72\uc2dc\uac04\uc758 AI\/LLM\u00b7AI \uc5d0\uc774\uc804\ud2b8\u00b7\uac1c\ubc1c\uc790 \ub3c4\uad6c \ud750\ub984\uc740 \uc0c8 \ubaa8\ub378\uc758 \uc22b\uc790 \uacbd\uc7c1\ubcf4\ub2e4 <strong>\uc6b4\uc601 \uac00\ub2a5\ud55c \uc5d0\uc774\uc804\ud2b8 \uc2dc\uc2a4\ud15c<\/strong>\uc73c\ub85c \ubb34\uac8c\uc911\uc2ec\uc774 \uc774\ub3d9\ud588\ub2e4\ub294 \uc810\uc73c\ub85c \uc694\uc57d\ub41c\ub2e4. \ubaa8\ub378 \uce90\uc2dc\uc640 \ub3c4\uad6c \ud638\ucd9c\uc758 \uc7ac\ud604\uc131, \ubc31\uadf8\ub77c\uc6b4\ub4dc \ucf54\ub4dc \ub9ac\ubdf0, \uc5d0\uc774\uc804\ud2b8 \uac04 \uc5f0\uacb0(A2A), MCP\/HTTP \ubcf4\uc548 \uacbd\uacc4\uac00 \ub3d9\uc2dc\uc5d0 \uc81c\ud488\uacfc \ud504\ub808\uc784\uc6cc\ud06c \ub9b4\ub9ac\uc2a4\uc5d0 \ub098\ud0c0\ub0ac\ub2e4.<\/p>\n<h2>\ud575\uc2ec \ub2f5\ubcc0: \uc774\ubc88 3\uc77c \ub3d9\uc548 \ubb34\uc5c7\uc774 \ubc14\ub00c\uc5c8\ub098<\/h2>\n<p><strong>\ud655\uc778\ub41c \uc0ac\uc2e4:<\/strong> Google\uc740 7\uc6d4 21\uc77c Gemini 3.6 Flash\u00b73.5 Flash-Lite\u00b73.5 Flash Cyber\ub97c \uc18c\uac1c\ud588\uace0, Microsoft Agent Framework 1.12.1\uc740 GPT-5.6\uc6a9 \uba85\uc2dc\uc801 \ud504\ub86c\ud504\ud2b8 \uce90\uc2dc \ube0c\ub808\uc774\ud06c\ud3ec\uc778\ud2b8\uc640 \ucee4\uc2a4\ud140 MCP Streamable HTTP \ud074\ub77c\uc774\uc5b8\ud2b8 \ubcf4\uc548 \uac00\uc774\ub4dc\ub97c \ucd94\uac00\ud588\ub2e4. Anthropic\uc758 Claude Code 2.1.218\uc740 <code>\/code-review<\/code>\ub97c \ubc31\uadf8\ub77c\uc6b4\ub4dc \uc11c\ube0c\uc5d0\uc774\uc804\ud2b8\ub85c \uc2e4\ud589\ud558\ub3c4\ub85d \ubc14\uafe8\ub2e4. \uc774\uc5b4 Microsoft\ub294 7\uc6d4 23\uc77c \uc5d0\uc774\uc804\ud2b8\u00b7\uc6cc\ud06c\ud50c\ub85c\uc758 A2A \uc5b4\ub311\ud130\ub97c \ubcc4\ub3c4 \ud504\ub9ac\ub9b4\ub9ac\uc2a4\ub85c \uacf5\uac1c\ud588\ub2e4.<\/p>\n<p><strong>\uc2e4\ubb34\uc801 \ud574\uc11d:<\/strong> \uc774\ub294 \ud2b9\uc815 \uc81c\ud488\uc774 \uace7\ubc14\ub85c \ud45c\uc900\uc774 \ub41c\ub2e4\ub294 \ub73b\uc740 \uc544\ub2c8\ub2e4. \ub2e4\ub9cc \ubaa8\ub378\uc744 \ud638\ucd9c\ud558\ub294 \ub2e8\uc77c \ucc57\ubd07\ubcf4\ub2e4, \uce90\uc2dc\u00b7\ub3c4\uad6c\u00b7\uc2b9\uc778\u00b7\uad00\uce21\u00b7\uc5f0\uacb0 \uaddc\uc57d\uc744 \uac00\uc9c4 \uc791\uc5c5 \uc2dc\uc2a4\ud15c\uc744 \uc124\uacc4\ud574\uc57c \ud55c\ub2e4\ub294 \uc2e0\ud638\uac00 \uc5ec\ub7ec \uacf5\uae09\uc790\uc758 \ub3c5\ub9bd\ub41c \uc5c5\ub370\uc774\ud2b8\uc5d0\uc11c \ubc18\ubcf5\ub410\ub2e4.<\/p>\n<h2>3\uc77c \uacb0\ub860<\/h2>\n<ul>\n<li><strong>\ubaa8\ub378 \uc120\ud0dd\uc740 \uc6b4\uc601 \uacc4\uc57d\uc758 \uc77c\ubd80\ub2e4.<\/strong> \uce90\uc2dc\uc640 \ucd94\ub860\/\ub3c4\uad6c \ud638\ucd9c \uc7ac\uc0dd(replay) \ub3d9\uc791\uc744 \ubc84\uc804\ubcc4\ub85c \uac80\uc99d\ud574\uc57c \ud55c\ub2e4.<\/li>\n<li><strong>\uc5d0\uc774\uc804\ud2b8 UX\ub294 \ube44\ub3d9\uae30 \uc791\uc5c5\uc73c\ub85c \uc774\ub3d9\ud55c\ub2e4.<\/strong> \ub9ac\ubdf0\ucc98\ub7fc \uc624\ub798 \uac78\ub9ac\ub294 \uc5c5\ubb34\ub294 \ub300\ud654\ucc3d\uc744 \uc810\uc720\ud558\uc9c0 \uc54a\ub418, \uacb0\uacfc\u00b7\uad8c\ud55c\u00b7\uc911\ub2e8 \uc870\uac74\uc744 \ub0a8\uaca8\uc57c \ud55c\ub2e4.<\/li>\n<li><strong>\uc5f0\uacb0\uc131\uc740 \ubcf4\uc548 \uacbd\uacc4\ub97c \ub113\ud78c\ub2e4.<\/strong> A2A\uc640 MCP\ub97c \ubd99\uc77c\uc218\ub85d \uc11c\ube44\uc2a4 \uacc4\uc815, \uc785\ub825 \uc2e0\ub8b0\ub3c4, \uc2b9\uc778 \uc815\ucc45\uc744 \uc81c\ud488 \uae30\ub2a5\uc73c\ub85c \ub2e4\ub904\uc57c \ud55c\ub2e4.<\/li>\n<\/ul>\n<h2>\ud750\ub984 1. \ubaa8\ub378 \uc5c5\ub370\uc774\ud2b8\uc758 \ucd08\uc810\uc740 \uc131\ub2a5\ud45c\ubcf4\ub2e4 \ud638\ucd9c \ube44\uc6a9\u00b7\uc7ac\ud604\uc131\uc73c\ub85c \ud655\uc7a5<\/h2>\n<h3>Gemini\uc758 \uacbd\ub7c9\u00b7\uc0ac\uc774\ubc84 \ud2b9\ud654 \ub77c\uc778\uacfc \ud504\ub808\uc784\uc6cc\ud06c\uc758 \uce90\uc2dc \uc81c\uc5b4<\/h3>\n<p><strong>\uc0ac\uc2e4:<\/strong> Google\uc740 Flash, Flash-Lite, Cyber\ub77c\ub294 \uc11c\ub85c \ub2e4\ub978 \uc0ac\uc6a9 \ubaa9\uc801\uc758 Gemini \ub77c\uc778\uc744 \uc18c\uac1c\ud588\ub2e4. \uac19\uc740 \uae30\uac04 Microsoft Agent Framework 1.12.1\uc740 <code>agent-framework-openai<\/code>\uc5d0 GPT-5.6\uc758 \uba85\uc2dc\uc801 \ud504\ub86c\ud504\ud2b8 \uce90\uc2dc \ube0c\ub808\uc774\ud06c\ud3ec\uc778\ud2b8\uc640 \uc608\uc81c\ub97c \ucd94\uac00\ud588\uace0, Gemini \ud568\uc218 \ud638\ucd9c \uc7ac\uc0dd\uc5d0\uc11c thought signature\ub97c \ubcf4\uc874\ud558\ub3c4\ub85d \uc218\uc815\ud588\ub2e4. \ub610\ud55c reasoning-paired tool call\uc758 stateless replay \uc218\uc815\ub3c4 \ub9b4\ub9ac\uc2a4 \ub178\ud2b8\uc5d0 \ud3ec\ud568\ub410\ub2e4.<\/p>\n<p><strong>\uadfc\uac70:<\/strong> Google\uc758 \ubc1c\ud45c\uc640 Microsoft\uc758 \uacf5\uac1c \ub9b4\ub9ac\uc2a4 \ub178\ud2b8\ub294 \uc544\ub798 \uc6d0\ubb38\uc5d0\uc11c \ud655\uc778\ud560 \uc218 \uc788\ub2e4. <a href=\"https:\/\/news.google.com\/rss\/articles\/CBMivAFBVV95cUxOX2JJUnlrYURCS05xbldzRC1LVVlCQ3ZtcG9XZXU1dU5NNWJxV1JzdG5FbjJ3bHdhZml2SkJFSks4cTQ3aGloV0Nsd01kRVZDZTdOMUNSWmwtS3g0M3dteWVNNDJ3VXJtbW1jM1RjVnpIUnBvUENubjlSUEtIeTMwa1NReXJITjk2SmRuVWw4NG1LQQ?oc=5\" target=\"_blank\" rel=\"noopener\">Google Gemini \ubc1c\ud45c<\/a>, <a href=\"https:\/\/github.com\/microsoft\/agent-framework\/releases\/tag\/python-1.12.1\" target=\"_blank\" rel=\"noopener\">Microsoft Agent Framework 1.12.1<\/a>.<\/p>\n<p><strong>\uc2dc\uc0ac\uc810:<\/strong> \uc774\ubc88 \ubcc0\ud654\ub9cc\uc73c\ub85c \uac01 \ubaa8\ub378\uc758 \uc6b0\uc5f4\uc744 \ub2e8\uc815\ud560 \uc218\ub294 \uc5c6\ub2e4. \ub300\uc2e0 \ud504\ub86c\ud504\ud2b8\ub97c \uc5b4\ub514\uc5d0\uc11c \ub098\ub204\uace0, \ub3c4\uad6c \ud638\ucd9c \uc0c1\ud0dc\ub97c \uc5b4\ub5bb\uac8c \uc774\uc5b4\uac00\uba70, \ubaa8\ub378 \uad50\uccb4 \ud6c4 \ub3d9\uc77c \uc5c5\ubb34\uac00 \uc7ac\ud604\ub418\ub294\uc9c0\ub97c \ube44\uc6a9\u00b7\uc815\ud655\ub3c4\uc640 \ud568\uaed8 \ud68c\uadc0 \ud14c\uc2a4\ud2b8\ud574\uc57c \ud55c\ub2e4. \ubaa8\ub378 \uc774\ub984\ub9cc \ud658\uacbd \ubcc0\uc218\ub85c \ubc14\uafb8\ub294 \ubc30\ud3ec\ub294 \uc774\uc81c \ucda9\ubd84\ud558\uc9c0 \uc54a\ub2e4.<\/p>\n<h2>\ud750\ub984 2. \ucf54\ub529 \uc5d0\uc774\uc804\ud2b8\ub294 \u2018\ub300\ud654\u2019\uc5d0\uc11c \ubc31\uadf8\ub77c\uc6b4\ub4dc \uc5c5\ubb34 \ub2e8\uc704\ub85c \uc774\ub3d9<\/h2>\n<h3>Claude Code\uc758 \ubc31\uadf8\ub77c\uc6b4\ub4dc \ucf54\ub4dc \ub9ac\ubdf0<\/h3>\n<p><strong>\uc0ac\uc2e4:<\/strong> <a href=\"https:\/\/github.com\/anthropics\/claude-code\/releases\/tag\/v2.1.218\" target=\"_blank\" rel=\"noopener\">Claude Code 2.1.218<\/a>\uc740 <code>\/code-review<\/code>\uac00 \ubc31\uadf8\ub77c\uc6b4\ub4dc \uc11c\ube0c\uc5d0\uc774\uc804\ud2b8\uc5d0\uc11c \uc2e4\ud589\ub418\ub3c4\ub85d \ubcc0\uacbd\ud588\ub2e4. \uac19\uc740 \ub9b4\ub9ac\uc2a4\uc5d0\ub294 MCP \uc11c\ubc84 \uc5f0\uacb0 \uc2e4\ud328 \uc2dc HTTP \uc0c1\ud0dc\uc640 \uc624\ub958 \ud14d\uc2a4\ud2b8\ub97c \ubcf4\uc5ec\uc8fc\ub294 \uac1c\uc120, \uc2e0\ub8b0\ub418\uc9c0 \uc54a\uc740 \ud3f4\ub354\uc758 agent frontmatter hook \uc2e4\ud589 \ubc29\uc9c0 \ub4f1 \uc6b4\uc601\u00b7\uc9c4\ub2e8 \uad00\ub828 \uc218\uc815\ub3c4 \ub2f4\uacbc\ub2e4.<\/p>\n<p><strong>\ud574\uc11d:<\/strong> \uc774 \ubc29\uc2dd\uc740 \uac1c\ubc1c\uc790\uac00 \ub9ac\ubdf0\uac00 \ub05d\ub0a0 \ub54c\uae4c\uc9c0 \uc8fc \uc138\uc158\uc744 \uba48\ucd94\uc9c0 \uc54a\uc544\ub3c4 \ub41c\ub2e4\ub294 \uc7a5\uc810\uc774 \uc788\ub2e4. \ubc18\uba74 \ube44\ub3d9\uae30 \uc5d0\uc774\uc804\ud2b8\ub294 \uc791\uc5c5 \ubc94\uc704\uac00 \ubd88\uba85\ud655\ud558\uba74 \ube44\uc6a9\uacfc \uad8c\ud55c\uc744 \uacfc\uc18c\ube44\ud560 \uc218 \uc788\ub2e4. \ucd08\uae30 \uc801\uc6a9\uc740 \ubcc0\uacbd \ud30c\uc77c \uc218\uc640 \uc2e4\ud589 \uc2dc\uac04\uc744 \uc81c\ud55c\ud55c \uc77d\uae30 \uc804\uc6a9 \ub9ac\ubdf0, \uacb0\uacfc\ub97c PR \ucf54\uba58\ud2b8 \ucd08\uc548\uc73c\ub85c\ub9cc \ub0a8\uae30\ub294 \ubc29\uc2dd\uc774 \uc548\uc804\ud558\ub2e4.<\/p>\n<h2>\ud750\ub984 3. \uc5d0\uc774\uc804\ud2b8 \uac04 \uc5f0\uacb0(A2A)\uc740 \ud655\uc7a5\uc131\uc758 \uae30\ud68c\uc774\uc790 \uc81c\uc5b4\uba74\uc758 \uc99d\uac00<\/h2>\n<h3>Microsoft\uc758 A2A \uc5b4\ub311\ud130\uc640 \uc6cc\ud06c\ud50c\ub85c \uc5f0\uacb0<\/h3>\n<p><strong>\uc0ac\uc2e4:<\/strong> Microsoft\ub294 <a href=\"https:\/\/github.com\/microsoft\/agent-framework\/releases\/tag\/python-hosting-a2a-1.0.0a260723\" target=\"_blank\" rel=\"noopener\">agent-framework-hosting-a2a \ud504\ub9ac\ub9b4\ub9ac\uc2a4<\/a>\uc5d0 progressive agent\/workflow A2A \uc5b4\ub311\ud130, \ub124\uc774\ud2f0\ube0c \uce74\ub4dc \uc0dd\uc131, \uc2a4\ud0ac \ubc1c\uacac, \ud0c0\uc785 \ubcc0\ud658, \ubaa8\ub4dc \uc778\uc9c0 \uac80\uc99d\uc744 \ucd94\uac00\ud588\ub2e4\uace0 \ubc1d\ud614\ub2e4.<\/p>\n<p><strong>\uc2dc\uc0ac\uc810:<\/strong> \uc774\ub294 \uc5d0\uc774\uc804\ud2b8\ub97c \ud558\ub098\uc758 \ub300\ud654 \ubaa8\ub378\uc774 \uc544\ub2c8\ub77c \ub2e4\ub978 \uc5d0\uc774\uc804\ud2b8\u00b7\uc6cc\ud06c\ud50c\ub85c\uc640 \uc870\ub9bd\ud558\ub294 \uc2e4\ud589 \ub2e8\uc704\ub85c \ub2e4\ub8e8\ub824\ub294 \uc6c0\uc9c1\uc784\uc774\ub2e4. \ub2e4\ub9cc \uc774 \ud56d\ubaa9\uc740 \uc815\uc2dd \uc548\uc815\ud310\uc774 \uc544\ub2cc \ud504\ub9ac\ub9b4\ub9ac\uc2a4\ub2e4. \ud504\ub85c\ub355\uc158 \ub3c4\uc785 \uc8fc\uc7a5\uc73c\ub85c \ud655\ub300\ud558\uc9c0 \ub9d0\uace0, \uacc4\uc57d(schema) \uac80\uc99d\u00b7\ud0c0\uc784\uc544\uc6c3\u00b7\ud638\ucd9c\ubcc4 \uac10\uc0ac \ub85c\uadf8\uac00 \uc788\ub294 \uc0cc\ub4dc\ubc15\uc2a4 \ud1b5\ud569 \uc2dc\ud5d8\uc73c\ub85c \ud55c\uc815\ud574\uc57c \ud55c\ub2e4.<\/p>\n<h2>\ud750\ub984 4. MCP\u00b7HTTP \ubcf4\uc548\uc740 \uc120\ud0dd\uc801 \ud558\ub4dc\ub2dd\uc774 \uc544\ub2c8\ub77c \ubc30\ud3ec \uc804\uc81c<\/h2>\n<h3>\uc5f0\uacb0 \ub3c4\uad6c\uc758 \uc785\ub825\uacfc \uad8c\ud55c\uc744 \ubcc4\ub3c4\ub85c \uc124\uacc4\ud558\uae30<\/h3>\n<p><strong>\uc0ac\uc2e4:<\/strong> Microsoft Agent Framework 1.12.1\uc740 \ucee4\uc2a4\ud140 MCP Streamable HTTP \ud074\ub77c\uc774\uc5b8\ud2b8\uc6a9 \ubcf4\uc548 \uac00\uc774\ub4dc\ub97c \ucd94\uac00\ud588\ub2e4. Claude Code\uc758 \uc774\ubc88 \ub9b4\ub9ac\uc2a4\ub3c4 MCP \uc5f0\uacb0 \uc2e4\ud328\uc758 HTTP \uc0c1\ud0dc\ub97c \ub178\ucd9c\ud574 \uc9c4\ub2e8\uc131\uc744 \ub192\uc600\ub2e4. \uc774\ub294 \ucde8\uc57d\uc810\uc758 \uc874\uc7ac\ub97c \ub2e8\uc815\ud558\ub294 \ubc1c\ud45c\uac00 \uc544\ub2c8\ub77c, \uc5d0\uc774\uc804\ud2b8\uac00 \uc678\ubd80 \ub3c4\uad6c\uc640 \ud1b5\uc2e0\ud560 \ub54c \uc5f0\uacb0 \uc124\uc815\u00b7\uc2e4\ud328\u00b7\uc2e0\ub8b0 \uacbd\uacc4\ub97c \uba85\uc2dc\uc801\uc73c\ub85c \ub2e4\ub904\uc57c \ud55c\ub2e4\ub294 \uad6c\ud604\uc0c1 \uc2e0\ud638\ub2e4.<\/p>\n<p><strong>\uac1c\ubc1c \uc6d0\uce59:<\/strong> \ubaa8\ub378 \ucd9c\ub825\uc740 \ub3c4\uad6c \uad8c\ud55c\uc774 \uc544\ub2c8\ub2e4. \uc678\ubd80 \ubb38\uc11c\u00b7PR\u00b7\uc6f9 \uc751\ub2f5\uc5d0\uc11c \uc628 \uc9c0\uc2dc\ubb38\uc740 \uc2e0\ub8b0 \uc218\uc900\uc744 \ubd84\ub9ac\ud558\uace0, \uc4f0\uae30\u00b7\ubc30\ud3ec\u00b7\ube44\ubc00 \uc811\uadfc \uc791\uc5c5\uc5d0\ub294 \uc0ac\ub78c\uc774 \ud655\uc778 \uac00\ub2a5\ud55c \uc2b9\uc778 \ub2e8\uacc4\ub97c \ub46c\uc57c \ud55c\ub2e4. MCP \uc11c\ubc84\ub9c8\ub2e4 \ucd5c\uc18c \ubc94\uc704 \ud1a0\ud070\uc744 \ubc1c\uae09\ud558\uace0, \ud5c8\uc6a9 \ub3c4\uad6c\u00b7\ud638\uc2a4\ud2b8\u00b7\ub370\uc774\ud130 \uacbd\ub85c\ub97c \uc815\ucc45\uc73c\ub85c \uae30\ub85d\ud558\uc790.<\/p>\n<h2>\ud750\ub984 5. Codex \uc54c\ud30c \ucc44\ub110\uc740 \uc2e4\ud5d8 \uc18d\ub3c4\uc640 \ubc30\ud3ec \uc548\uc815\uc131\uc744 \ubd84\ub9ac\ud558\ub77c\ub294 \uc2e0\ud638<\/h2>\n<p><strong>\uc0ac\uc2e4:<\/strong> OpenAI Codex \uc800\uc7a5\uc18c\ub294 7\uc6d4 23\uc77c <a href=\"https:\/\/github.com\/openai\/codex\/releases\/tag\/rust-v0.146.0-alpha.5\" target=\"_blank\" rel=\"noopener\">rust-v0.146.0-alpha.5<\/a> \ub9b4\ub9ac\uc2a4\ub97c \uac8c\uc2dc\ud588\ub2e4. \ud0dc\uadf8 \uc790\uccb4\uac00 alpha\uc774\ubbc0\ub85c, \uc774 \ud56d\ubaa9\uc740 \uc815\uc2dd \ubc30\ud3ec \uac00\ub2a5\ud55c \uc548\uc815 \ub9b4\ub9ac\uc2a4\uac00 \uc544\ub2c8\ub77c \uc2e4\ud5d8 \ucc44\ub110 \uc5c5\ub370\uc774\ud2b8\ub85c \ubd84\ub958\ud574\uc57c \ud55c\ub2e4.<\/p>\n<p><strong>\uc2e4\ubb34 \uc601\ud5a5:<\/strong> \ube60\ub978 \ucf54\ub529 \uc5d0\uc774\uc804\ud2b8 \uc5c5\ub370\uc774\ud2b8\ub294 \uac00\uce58\uac00 \uc788\uc9c0\ub9cc, \ud300 \ud45c\uc900\uc744 \uc790\ub3d9\uc73c\ub85c \uc62c\ub9ac\ub294 \uadfc\uac70\uac00 \ub418\uc9c0\ub294 \uc54a\ub294\ub2e4. \uace0\uc815 \ubc84\uc804\uc758 CI \uacbd\ub85c\uc640 \ubcc4\ub3c4\uc758 canary \uc791\uc5c5\uacf5\uac04\uc744 \ubd84\ub9ac\ud558\uace0, \ud30c\uc77c \uc218\uc815\u00b7\ub124\ud2b8\uc6cc\ud06c\u00b7\uba85\ub839 \uc2e4\ud589 \uad8c\ud55c\uc744 \ucd5c\uc18c\ud654\ud55c \ub4a4 \uc2e4\uc81c \uc800\uc7a5\uc18c\uc758 \ud14c\uc2a4\ud2b8 \ud1b5\uacfc\uc728\uacfc \ub418\ub3cc\ub9ac\uae30 \uac00\ub2a5\uc131\uc744 \uce21\uc815\ud558\uc790.<\/p>\n<h2>\uac1c\ubc1c\uc790 \uc561\uc158 \uccb4\ud06c\ub9ac\uc2a4\ud2b8<\/h2>\n<ul>\n<li><strong>\uc774\ubc88 \uc8fc:<\/strong> \uc790\uc8fc \uc4f0\ub294 \ubaa8\ub378 1\uac1c\uc640 \ud575\uc2ec \ub3c4\uad6c \ud638\ucd9c 3\uac1c\ub97c \uace8\ub77c \uce90\uc2dc \uacbd\uacc4\u00b7\uc7ac\uc2dc\ub3c4\u00b7\ucd9c\ub825 \ucc28\uc774\ub97c \uae30\ub85d\ud558\ub294 \ud68c\uadc0 \ud14c\uc2a4\ud2b8\ub97c \ub9cc\ub4e0\ub2e4.<\/li>\n<li><strong>\uc5d0\uc774\uc804\ud2b8 \ud30c\uc77c \uad8c\ud55c:<\/strong> \ub9ac\ubdf0 \uc5d0\uc774\uc804\ud2b8\uc5d0\ub294 \uc77d\uae30 \uad8c\ud55c\ubd80\ud130 \uc8fc\uace0, \ubcd1\ud569\u00b7\ubc30\ud3ec\u00b7\ube44\ubc00 \uc77d\uae30\ub294 \uc0ac\ub78c \uc2b9\uc778 \ub4a4\uc5d0\ub9cc \ud5c8\uc6a9\ud55c\ub2e4.<\/li>\n<li><strong>MCP \uc5f0\uacb0:<\/strong> \uc11c\ubc84\ubcc4 \ud1a0\ud070 \ubc94\uc704, \ud5c8\uc6a9 \ud638\uc2a4\ud2b8, \ud0c0\uc784\uc544\uc6c3, \uc2e4\ud328 \ub85c\uadf8 \ubcf4\uc874 \uae30\uac04\uc744 \uba85\uc2dc\ud55c\ub2e4.<\/li>\n<li><strong>\uc5f0\uacb0 \uc2e4\ud5d8:<\/strong> A2A\ub294 \ub2e8\uc77c \uc5c5\ubb34\u00b7\uba85\uc2dc\uc801 \uc2a4\ud0a4\ub9c8\u00b7\uac10\uc0ac \ub85c\uadf8\uac00 \uc788\ub294 \uc2dc\ud5d8 \uc6cc\ud06c\ud50c\ub85c\ub85c \uc2dc\uc791\ud558\uba70, \ud504\ub9ac\ub9b4\ub9ac\uc2a4 \uc758\uc874\uc131\uc740 \uc6b4\uc601 \uacbd\ub85c\uc640 \ubd84\ub9ac\ud55c\ub2e4.<\/li>\n<\/ul>\n<h2>\uc790\uc8fc \ubb3b\ub294 \uc9c8\ubb38(FAQ)<\/h2>\n<h3>Q. \uc9c0\uae08 \ubc14\ub85c \ubaa8\ub4e0 \ucf54\ub529 \uc791\uc5c5\uc744 \ubc31\uadf8\ub77c\uc6b4\ub4dc \uc5d0\uc774\uc804\ud2b8\uc5d0 \ub118\uaca8\ub3c4 \ub418\ub098?<\/h3>\n<p>A. \uc544\ub2c8\ub2e4. \ubc31\uadf8\ub77c\uc6b4\ub4dc \uc2e4\ud589\uc740 \ub300\uae30 \uc2dc\uac04\uc744 \uc904\uc774\uc9c0\ub9cc \ubcc0\uacbd \ubc94\uc704\uc640 \uad8c\ud55c \uad00\ub9ac\ub97c \uc790\ub3d9\uc73c\ub85c \ud574\uacb0\ud558\uc9c0 \uc54a\ub294\ub2e4. \uba3c\uc800 \uc77d\uae30 \uc804\uc6a9 \ubd84\uc11d\uacfc \ud14c\uc2a4\ud2b8 \uc0dd\uc131\ucc98\ub7fc \ub418\ub3cc\ub9ac\uae30 \uc26c\uc6b4 \uc5c5\ubb34\ub85c \ud3c9\uac00\ud558\uace0, \uc2e4\ud589 \uc2dc\uac04\u00b7\ube44\uc6a9\u00b7\uc218\uc815 \ud30c\uc77c \uc218\uc758 \uc0c1\ud55c\uc744 \ub454\ub2e4.<\/p>\n<h3>Q. A2A \ub610\ub294 MCP\ub97c \uc4f0\uba74 \ubb34\uc5c7\uc744 \uac00\uc7a5 \uba3c\uc800 \uc810\uac80\ud574\uc57c \ud558\ub098?<\/h3>\n<p>A. \uc778\uc99d \uc815\ubcf4\uc758 \ucd5c\uc18c \uad8c\ud55c, \uc785\ub825 \ucd9c\ucc98 \ubd84\ub9ac, \uc4f0\uae30 \uc791\uc5c5 \uc2b9\uc778, \ud638\ucd9c \ub85c\uadf8\ub2e4. \uc5f0\uacb0 \uc790\uccb4\ubcf4\ub2e4 \u2018\ub204\uac00 \uc5b4\ub5a4 \ub3c4\uad6c\ub97c \uc5b4\ub5a4 \ub370\uc774\ud130\ub85c \ud638\ucd9c\ud588\ub294\uc9c0\u2019\ub97c \uc7ac\ud604\ud560 \uc218 \uc788\uc5b4\uc57c \ud55c\ub2e4.<\/p>\n<h3>Q. \uc774\ubc88 3\uc77c \ub9ac\ud3ec\ud2b8\uc758 \uac00\uc7a5 \uc2e4\uc6a9\uc801\uc778 \ud55c \uc904\uc740?<\/h3>\n<p>A. \uc5d0\uc774\uc804\ud2b8\ub97c \ubaa8\ub378 \ub370\ubaa8\uac00 \uc544\ub2c8\ub77c <strong>\uad8c\ud55c\u00b7\uc0c1\ud0dc\u00b7\ube44\uc6a9\u00b7\uac10\uc0ac \ub85c\uadf8\ub97c \uac00\uc9c4 \uc6b4\uc601 \uc2dc\uc2a4\ud15c<\/strong>\uc73c\ub85c \uc124\uacc4\ud558\uae30 \uc2dc\uc791\ud558\ub77c\ub294 \uac83\uc774\ub2e4.<\/p>\n<h2>\uc8fc\uc694 \ucd9c\ucc98<\/h2>\n<ul>\n<li><a href=\"https:\/\/github.com\/microsoft\/agent-framework\/releases\/tag\/python-1.12.1\" target=\"_blank\" rel=\"noopener\">Microsoft Agent Framework 1.12.1 release notes<\/a><\/li>\n<li><a href=\"https:\/\/github.com\/anthropics\/claude-code\/releases\/tag\/v2.1.218\" target=\"_blank\" rel=\"noopener\">Claude Code v2.1.218 release notes<\/a><\/li>\n<li><a href=\"https:\/\/github.com\/microsoft\/agent-framework\/releases\/tag\/python-hosting-a2a-1.0.0a260723\" target=\"_blank\" rel=\"noopener\">Microsoft A2A hosting prerelease<\/a><\/li>\n<li><a href=\"https:\/\/github.com\/openai\/codex\/releases\/tag\/rust-v0.146.0-alpha.5\" target=\"_blank\" rel=\"noopener\">OpenAI Codex alpha release<\/a><\/li>\n<li><a href=\"https:\/\/news.google.com\/rss\/articles\/CBMivAFBVV95cUxOX2JJUnlrYURCS05xbldzRC1LVVlCQ3ZtcG9XZXU1dU5NNWJxV1JzdG5FbjJ3bHdhZml2SkJFSks4cTQ3aGloV0Nsd01kRVZDZTdOMUNSWmwtS3g0M3dteWVNNDJ3VXJtbW1jM1RjVnpIUnBvUENubjlSUEtIeTMwa1NReXJITjk2SmRuVWw4NG1LQQ?oc=5\" target=\"_blank\" rel=\"noopener\">Google\uc758 Gemini Flash\/Cyber \ubc1c\ud45c<\/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 \uc5d0\uc774\uc804\ud2b8\u00b7\uac1c\ubc1c\uc790 \ub3c4\uad6c \ud750\ub984\uc740 \uc0c8 \ubaa8\ub378\uc758 \uc22b\uc790 \uacbd\uc7c1\ubcf4\ub2e4 \uc6b4\uc601 \uac00\ub2a5\ud55c \uc5d0\uc774\uc804\ud2b8 \uc2dc\uc2a4\ud15c\uc73c\ub85c \ubb34\uac8c\uc911\uc2ec\uc774 \uc774\ub3d9\ud588\ub2e4\ub294 \uc810\uc73c\ub85c \uc694\uc57d\ub41c\ub2e4. \ubaa8\ub378 \uce90\uc2dc\uc640 \ub3c4\uad6c \ud638\ucd9c\uc758 \uc7ac\ud604\uc131, \ubc31\uadf8\ub77c\uc6b4\ub4dc \ucf54\ub4dc \ub9ac\ubdf0, \uc5d0\uc774\uc804\ud2b8 \uac04 \uc5f0\uacb0(A2A), MCP\/HTTP \ubcf4\uc548 \uacbd\uacc4\uac00 \ub3d9\uc2dc\uc5d0 \uc81c\ud488\uacfc \ud504\ub808\uc784\uc6cc\ud06c \ub9b4\ub9ac\uc2a4\uc5d0 \ub098\ud0c0\ub0ac\ub2e4. \ud575\uc2ec \ub2f5\ubcc0: \uc774\ubc88 3\uc77c \ub3d9\uc548 \ubb34\uc5c7\uc774 \ubc14\ub00c\uc5c8\ub098 \ud655\uc778\ub41c \uc0ac\uc2e4: Google\uc740 7\uc6d4 21\uc77c Gemini 3.6 Flash\u00b73.5 Flash-Lite\u00b73.5 Flash [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":292,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3],"tags":[],"class_list":["post-293","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\/293","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=293"}],"version-history":[{"count":0,"href":"https:\/\/gilnas.synology.me\/wordpress\/wp-json\/wp\/v2\/posts\/293\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/gilnas.synology.me\/wordpress\/wp-json\/wp\/v2\/media\/292"}],"wp:attachment":[{"href":"https:\/\/gilnas.synology.me\/wordpress\/wp-json\/wp\/v2\/media?parent=293"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/gilnas.synology.me\/wordpress\/wp-json\/wp\/v2\/categories?post=293"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/gilnas.synology.me\/wordpress\/wp-json\/wp\/v2\/tags?post=293"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}