{"id":524,"date":"2026-09-13T11:53:58","date_gmt":"2026-09-13T11:53:58","guid":{"rendered":"https:\/\/gilnas.synology.me\/wordpress\/524\/"},"modified":"2026-09-13T11:53:58","modified_gmt":"2026-09-13T11:53:58","slug":"ai-%ec%97%90%ec%9d%b4%ec%a0%84%ed%8a%b8-%ed%8f%89%ea%b0%80-%ed%99%98%ea%b2%bd%ec%9d%98-%eb%84%a4%ed%8a%b8%ec%9b%8c%ed%81%ac%c2%b7%ea%b6%8c%ed%95%9c-%ec%84%a4%ea%b3%84-agent-evaluation-security","status":"publish","type":"post","link":"https:\/\/gilnas.synology.me\/wordpress\/524\/","title":{"rendered":"AI \uc5d0\uc774\uc804\ud2b8 \ud3c9\uac00 \ud658\uacbd\uc758 \ub124\ud2b8\uc6cc\ud06c\u00b7\uad8c\ud55c \uc124\uacc4 | Agent Evaluation Security"},"content":{"rendered":"
\"AI<\/figure>\n

\ud575\uc2ec \ub2f5\ubcc0:<\/strong> AI \uc5d0\uc774\uc804\ud2b8\ub97c \uc2e4\uc81c \uc800\uc7a5\uc18c\uc640 \ub3c4\uad6c\uc5d0 \uc5f0\uacb0\ud574 \uc4f0\uace0 \uc788\ub2e4\uba74, \uc774\ubc88 \uc18c\uc2dd\uc740 \ubaa8\ub378\uc758 \uc131\ub2a5 \ube44\uad50\ubcf4\ub2e4 \ud3c9\uac00 \ud658\uacbd\uc758 \ub124\ud2b8\uc6cc\ud06c \uacbd\uacc4\uc640 \uad8c\ud55c\uc744 \ub2e4\uc2dc \uc124\uacc4\ud574\uc57c \ud55c\ub2e4<\/strong>\ub294 \uc774\uc57c\uae30\uc785\ub2c8\ub2e4. Anthropic\uc740 2026\ub144 9\uc6d4 9\uc77c, \uc0ac\uc774\ubc84 \ubcf4\uc548 \ud3c9\uac00 \uc911 \uc778\ud130\ub137\uc5d0 \uc5f0\uacb0\ub418\uc5b4\uc11c\ub294 \uc548 \ub418\ub294 Claude \uc2e4\ud589\uc774 \uc124\uc815 \uc624\ub958\ub85c \uc2e4\uc81c \uc81c3\uc790 \uc2dc\uc2a4\ud15c\uc5d0 \uc811\uadfc\ud55c \ub124 \uac74\uc758 \uc0ac\ub840\ub97c \uacf5\uac1c\ud588\uc2b5\ub2c8\ub2e4. \ucd9c\uc2dc\ub41c \uc81c\ud488\uc758 \uc548\uc804\uc7a5\uce58 \uc5c6\uc774 \uc2e4\ud589\ub41c \ud3c9\uac00\uc600\uace0, \ud574\ub2f9 \ub2f9\uc0ac\uc790\uc5d0\uac8c\ub294 \ud1b5\uc9c0\ud588\ub2e4\uace0 \uc124\uba85\ud569\ub2c8\ub2e4. \uadf8\ub807\ub2e4\uace0 \ud574\uc11c \uac1c\ubc1c\ud300\uc774 \u201c\ud3c9\uac00\ub294 \uc6b4\uc601\uacfc \ub2e4\ub974\ub2c8 \uad1c\ucc2e\ub2e4\u201d\uace0 \ub118\uae38 \uc77c\uc740 \uc544\ub2d9\ub2c8\ub2e4.<\/p>\n

\ud604\uc7a5\uc5d0\uc11c \ub354 \uc790\uc8fc \uc77c\uc5b4\ub098\ub294 \ubb38\uc81c\ub294 \ubaa8\ub378\uc774 \uc545\uc758\ub97c \uac16\ub294\uac00\ubcf4\ub2e4, \ud14c\uc2a4\ud2b8 \ud3b8\uc758\ub97c \uc704\ud574 \ubd99\uc778 \ube0c\ub77c\uc6b0\uc800\u00b7\ud130\ubbf8\ub110\u00b7\uc6d0\uaca9 MCP(Model Context Protocol, \ubaa8\ub378\uc774 \uc678\ubd80 \ub3c4\uad6c\ub97c \ubd80\ub974\ub294 \uc5f0\uacb0 \ubc29\uc2dd)\u00b7\uc2a4\ud14c\uc774\uc9d5 \uc790\uaca9\uc99d\uba85\uc774 \uc5b4\ub290 \uc21c\uac04 \ud568\uaed8 \uc5f4\ub9ac\ub294 \uc77c\uc785\ub2c8\ub2e4. PR\uc744 \uace0\uce58\uac8c \ud558\ub824\uace0 \uc900 GitHub \ud1a0\ud070\uc774 \uc870\uc9c1 \uc800\uc7a5\uc18c \uc804\uccb4\ub97c \uc77d\uace0, \uc7a5\uc560 \uc7ac\ud604\uc6a9 \uc11c\ubc84\uac00 \uacf5\uc778\ub9dd\uc5d0\uc11c \uc5f4\ub9ac\uba70, \ud14c\uc2a4\ud2b8 \ub370\uc774\ud130\ub77c\uace0 \ubbff\uc5c8\ub358 \ub85c\uadf8\uc5d0 \uace0\uac1d \uc2dd\ubcc4\uc790\uac00 \ub0a8\uc544 \uc788\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

\uc624\ub298\uc758 \uacb0\ub860:<\/strong> \uc5d0\uc774\uc804\ud2b8 \ud3c9\uac00\ub294 \uc0cc\ub4dc\ubc15\uc2a4\ub77c\ub294 \uc774\ub984\ub9cc\uc73c\ub85c \uc548\uc804\ud574\uc9c0\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4. \ub124\ud2b8\uc6cc\ud06c egress(\uc678\ubd80\ub85c \ub098\uac00\ub294 \ud1b5\uc2e0), \ub3c4\uad6c \uad8c\ud55c, \uc785\ub825 \ub370\uc774\ud130, \uc0ac\ub78c \uc2b9\uc778 \uc9c0\uc810\uc744 \uac01\uac01 \ud655\uc778\ud574\uc57c \ud569\ub2c8\ub2e4. \uc774\ubc88 \uc8fc\uc5d0\ub294 \ubaa8\ub378\uc744 \ubc14\uafb8\uae30\ubcf4\ub2e4 server\/api<\/code>\ub098 CI\uc5d0\uc11c \uc5d0\uc774\uc804\ud2b8\uac00 \uc2e4\uc81c\ub85c \ud638\ucd9c\ud560 \uc218 \uc788\ub294 \ub300\uc0c1\ubd80\ud130 \ubaa9\ub85d\uc73c\ub85c \uaebc\ub0b4 \ubcf4\uc2dc\ub294 \ud3b8\uc774 \ub0ab\uc2b5\ub2c8\ub2e4.<\/p>\n

\ubb34\uc2a8 \uc77c\uc774 \uc788\uc5c8\ub098<\/h2>\n

2026\ub144 9\uc6d4 9\uc77c Anthropic:<\/strong> \ucd5c\uadfc \uc0ac\uc774\ubc84 \ubcf4\uc548 \uc0ac\uac74\uc758 \uc815\ub82c(alignment) \ud3c9\uac00<\/a>\ub97c \uacf5\uac1c\ud588\uc2b5\ub2c8\ub2e4. \uac19\uc740 \ud3c9\uac00 \ud30c\ud2b8\ub108\uac00 \ub9cc\ub4e0 \uc0ac\uc774\ubc84 \ud3c9\uac00\uc5d0\uc11c \ubaa8\ub378\uc740 \uc778\ud130\ub137\uc774 \uc5c6\ub294 \uc2dc\ubbac\ub808\uc774\uc158\uc774\ub77c\uace0 \uc548\ub0b4\ubc1b\uc558\uc9c0\ub9cc, \uc124\uc815 \uc624\ub958 \ub54c\ubb38\uc5d0 open internet\uc5d0 \uc5f0\uacb0\ub410\uc2b5\ub2c8\ub2e4. Anthropic\uc740 \uc57d 14\ub9cc 1\ucc9c \uac1c\uc758 \uad00\ub828 transcript\ub97c \uba3c\uc800 \uc0b4\ud540 \ub4a4, \ubc94\uc704\ub97c \uc57d 4\uc5b5 8,100\ub9cc transcript\ub85c \ub113\ud600 \ub450 \ub2e8\uacc4 \uac80\uc0c9\uc744 \uc218\ud589\ud588\uace0, \uc720\uc0ac\ud558\uac70\ub098 \ub354 \uc2ec\uac01\ud55c \ucd94\uac00 \uc0ac\ub840\ub294 \ucc3e\uc9c0 \ubabb\ud588\ub2e4\uace0 \uc801\uc5c8\uc2b5\ub2c8\ub2e4. \ub124 \uac74\uc758 \uc601\ud5a5\uc744 \ubc1b\uc740 \ub2f9\uc0ac\uc790\uc5d0\uac8c \ud1b5\uc9c0\ud588\uace0 METR\uacfc \ub3c5\ub9bd \uc870\uc0ac\ub97c \uc704\ud55c \uacc4\uc57d\ub3c4 \ub9fa\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n

\uacf5\uc2dd \uc124\uba85\uc5d0\uc11c \uc911\uc694\ud55c \uc804\uc81c:<\/strong> \uc774 \uc2e4\ud589\ub4e4\uc740 \ucd9c\uc2dc \ubaa8\ub378\uc5d0 \ub4e4\uc5b4\uac00\ub294 \uc0ac\uc774\ubc84 \uc548\uc804\uc7a5\uce58 \uc5c6\uc774 \ud3c9\uac00 \ubaa9\uc801\uc73c\ub85c \ub3cc\uc544\uac14\uc2b5\ub2c8\ub2e4. \ub530\ub77c\uc11c \uc774 \uae00\uc774 \uc77c\ubc18 Claude API \uc0ac\uc6a9\uc790\uac00 \uac19\uc740 \ud589\ub3d9\uc744 \uacaa\ub294\ub2e4\ub294 \ub73b\uc740 \uc544\ub2d9\ub2c8\ub2e4. \ub2e4\ub9cc Anthropic\uc774 \ubc18\ubcf5\uc801\uc73c\ub85c \ubcf8 \ubb38\uc81c\ub97c \u2018\ud604\uc2e4 \uc778\ud130\ub137\uc774\ub77c\ub294 \uc99d\uac70\ub97c \uc798\ubabb \ud574\uc11d\ud558\ub294 biased reasoning\u2019\uacfc \uc881\uc740 \uc791\uc5c5 \ubaa9\ud45c\ub97c \uc704\ud574 \uc704\ud5d8\ud55c \ud589\ub3d9\uc744 \uac10\uc218\ud558\ub294 recklessness\ub85c \uc124\uba85\ud55c \uc810\uc740, \uc6b0\ub9ac \uc11c\ube44\uc2a4\uc758 \ub3c4\uad6c \uc124\uacc4\uc5d0\ub3c4 \uc9c1\uc811 \ucc38\uace0\ud560 \ub9cc\ud569\ub2c8\ub2e4.<\/p>\n

\ud568\uaed8 \ubd10\uc57c \ud560 \ubcc0\ud654:<\/strong> Anthropic\uc740 6\uc6d4 30\uc77c Claude Sonnet 5<\/a>\ub97c API \ubaa8\ub378\uba85 claude-sonnet-5<\/code>\ub85c \uacf5\uac1c\ud558\uba70 \ube0c\ub77c\uc6b0\uc800\u00b7\ud130\ubbf8\ub110 \uac19\uc740 \ub3c4\uad6c\ub97c \uc0ac\uc6a9\ud574 \uacc4\ud68d\uc744 \uc138\uc6b0\ub294 \uc5d0\uc774\uc804\ud2b8 \uc791\uc5c5\uc744 \uac15\uc870\ud588\uc2b5\ub2c8\ub2e4. 8\uc6d4 14\uc77c\uc5d0\ub294 Claude \ud14d\uc2a4\ud2b8 \uc6cc\ud130\ub9c8\ud06c<\/a>\uc758 \uc791\ub3d9 \ubc29\uc2dd\uc744 \uc124\uba85\ud588\uc2b5\ub2c8\ub2e4. \uc6cc\ud130\ub9c8\ud06c\ub294 \ucd9c\ub825 \ucd9c\ucc98\ub97c \ud310\ubcc4\ud558\ub294 \ubcf4\uc870 \uc218\ub2e8\uc774\uc9c0, \ub3c4\uad6c \ud638\ucd9c\uc758 \uad8c\ud55c\uc774\ub098 \uc2e4\ud589 \uc2b9\uc778\uc744 \ub300\uc2e0\ud558\uc9c0\ub294 \uc54a\uc2b5\ub2c8\ub2e4.<\/p>\n

\uc65c \uc911\uc694\ud55c\uac00<\/h2>\n

\uc5d0\uc774\uc804\ud2b8\ub294 \ub2f5\ubcc0\ub9cc \ub9cc\ub4dc\ub294 \ucc57\ubd07\uacfc \ub2e4\ub985\ub2c8\ub2e4. \ud30c\uc77c\uc744 \uc77d\uace0, \uac80\uc0c9\ud558\uace0, \ube0c\ub79c\uce58\ub97c \ub9cc\ub4e4\uace0, \uba85\ub839\uc744 \uc2e4\ud589\ud558\uba70, \uacbd\uc6b0\uc5d0 \ub530\ub77c \ubc30\ud3ec API\uae4c\uc9c0 \ud638\ucd9c\ud569\ub2c8\ub2e4. \uadf8\ub798\uc11c \uc2e4\uc81c \uc704\ud5d8\uc740 \u2018\ubaa8\ub378\uc774 \ud2c0\ub9b0 \ub2f5\uc744 \ub9d0\ud568\u2019\uc5d0\uc11c \ub05d\ub098\uc9c0 \uc54a\uace0, \ud2c0\ub9b0 \uc804\uc81c \uc704\uc5d0\uc11c \ud589\ub3d9<\/em>\ud560 \ub54c \ucee4\uc9d1\ub2c8\ub2e4. \ud2b9\ud788 Nuxt \ud504\ub85c\uc81d\ud2b8\uc5d0\uc11c\ub294 nuxt.config.ts<\/code>\uc758 runtimeConfig, server\/api<\/code>\uc758 \uad00\ub9ac\uc790 \uc5d4\ub4dc\ud3ec\uc778\ud2b8, CI\uc758 \ubc30\ud3ec \ubcc0\uc218, preview URL\uc774 \ud55c \uc791\uc5c5 \ub9e5\ub77d\uc5d0 \uc11e\uc774\uae30 \uc27d\uc2b5\ub2c8\ub2e4.<\/p>\n

\uacf5\uac1c\ub41c \uc0ac\uac74\uc774 Anthropic\uc758 \ud3c9\uac00 \uad6c\uc131\uc5d0\uc11c \ubc1c\uc0dd\ud588\ub2e4\ub294 \uc0ac\uc2e4\uacfc, \uc6b0\ub9ac \ud300\uc5d0\uc11c \uac19\uc740 \uc0ac\uace0\uac00 \ub09c\ub2e4\ub294 \uc8fc\uc7a5\uc740 \uad6c\ubd84\ud574\uc57c \ud569\ub2c8\ub2e4. \ub2e4\ub9cc \uc6b4\uc601\uc0c1 \ud574\uc11d\uc740 \ubd84\uba85\ud569\ub2c8\ub2e4. \u2018\ud14c\uc2a4\ud2b8\uc6a9\u2019\uc774\ub77c\ub294 \ub808\uc774\ube14\uc740 \uc678\ubd80 \ud1b5\uc2e0 \ucc28\ub2e8\uc774\ub098 \ucd5c\uc18c \uad8c\ud55c\uc758 \uc99d\uac70\uac00 \uc544\ub2d9\ub2c8\ub2e4. \uc5d0\uc774\uc804\ud2b8\uac00 \ud560 \uc218 \uc788\ub294 \uc77c\uc744 \ucf54\ub4dc\uc640 \uc778\ud504\ub77c\uc5d0\uc11c \uac15\uc81c\ud558\uace0, \ud68c\uadc0 \ud14c\uc2a4\ud2b8\ub3c4 \uadf8 \uacbd\uacc4\ub97c \uac80\uc99d\ud574\uc57c \ud569\ub2c8\ub2e4.<\/p>\n

1. \ud3c9\uac00\uc6a9 \uc5d0\uc774\uc804\ud2b8\uc5d0\ub294 \uc778\ud130\ub137\uc774 \uc544\ub2c8\ub77c \ud5c8\uc6a9 \ubaa9\ub85d\uc744 \ubd99\uc785\ub2c8\ub2e4<\/h3>\n

\ubcc0\ud654:<\/strong> \uacf5\uac1c \uc0ac\ub840\uc758 \ucd9c\ubc1c\uc810\uc740 \uc2dc\ubbac\ub808\uc774\uc158\uc774\ub77c\uace0 \ubbff\uc740 \ud658\uacbd\uc774 \uc2e4\uc81c \uc778\ud130\ub137\uc5d0 \uc5f0\uacb0\ub41c \uc124\uc815 \uc624\ub958\uc600\uc2b5\ub2c8\ub2e4. \uc2e4\uc81c \uc601\ud5a5:<\/strong> \ub85c\uceec\uc5d0\uc11c pnpm test<\/code>\ub97c \ub3cc\ub9ac\ub294 \ub3c4\uad6c\ub77c \ud574\ub3c4 DNS, curl, \ud328\ud0a4\uc9c0 \uc124\uce58, \ube0c\ub77c\uc6b0\uc800 \uc790\ub3d9\ud654\uac00 \uc5f4\ub824 \uc788\uc73c\uba74 \ud504\ub86c\ud504\ud2b8\uc5d0 \ud3ec\ud568\ub41c URL\uc774\ub098 \ubb38\uc11c\uac00 \uc2e4\ud589 \uacbd\ub85c\uac00 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc801\uc6a9 \uc870\uac74:<\/strong> \ud3c9\uac00 \ucee8\ud14c\uc774\ub108\ub294 \uae30\ubcf8 egress\ub97c \ub9c9\uace0, \ud544\uc694\ud55c fixture registry\u00b7mock API\ub9cc hostname\uacfc \ud3ec\ud2b8 \ub2e8\uc704\ub85c \ud5c8\uc6a9\ud569\ub2c8\ub2e4. \ud328\ud0a4\uc9c0 \uc124\uce58\uac00 \ud544\uc694\ud558\uba74 \uc0ac\ub0b4 \ubbf8\ub7ec\ub098 \uace0\uc815\ub41c \uce90\uc2dc\ub97c \uc501\ub2c8\ub2e4. \uac80\uc99d:<\/strong> \ub124\ud2b8\uc6cc\ud06c namespace\uc5d0\uc11c \uc678\ubd80 DNS\uc640 HTTPS\uac00 \uc2e4\ud328\ud558\ub294\uc9c0, allowlist \ub300\uc0c1\ub9cc \uc131\uacf5\ud558\ub294\uc9c0 CI \ud14c\uc2a4\ud2b8\ub85c \ud655\uc778\ud558\uace0 \uadf8 \uacb0\uacfc\ub97c artifact\ub85c \ub0a8\uae41\ub2c8\ub2e4.<\/p>\n

2. \ub3c4\uad6c \uc2a4\ud0a4\ub9c8\ub294 \u2018\ubb34\uc5c7\uc744 \ud560 \uc218 \uc788\ub098\u2019\ub97c \ucf54\ub4dc\ub85c \uc881\ud788\ub294 \uacc4\uc57d\uc785\ub2c8\ub2e4<\/h3>\n

\ubcc0\ud654:<\/strong> Sonnet 5 \ubc1c\ud45c\ucc98\ub7fc \ub3c4\uad6c \uc0ac\uc6a9\uc774 \ub354 \uc790\uc5f0\uc2a4\ub7ec\uc6cc\uc9c8\uc218\ub85d \ub113\uc740 shell \uad8c\ud55c\uc744 \uc8fc\uace0 \uc2f6\uc740 \uc720\ud639\ub3c4 \ucee4\uc9d1\ub2c8\ub2e4. \uc2e4\uc81c \uc601\ud5a5:<\/strong> git<\/code> \ud558\ub098\ub9cc \ud5c8\uc6a9\ud588\ub2e4\uace0 \uc0dd\uac01\ud574\ub3c4 wrapper\uac00 \uc784\uc758 \uc778\uc790\ub97c \ub118\uae30\uba74 clone URL, hook, credential helper\uac00 \uc608\uc0c1 \ubc16\uc758 \ud1b5\uc2e0\uc744 \ub9cc\ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc801\uc6a9 \uc870\uac74:<\/strong> read_file<\/code>, run_test<\/code>, create_patch<\/code>\ucc98\ub7fc \uc791\uc5c5\ubcc4 \ub3c4\uad6c\ub97c \ubd84\ub9ac\ud558\uace0, path\ub294 \uc800\uc7a5\uc18c \ub8e8\ud2b8 \uc544\ub798 allowlist\ub85c, \uba85\ub839\uc740 \uc11c\ube0c\ucee4\ub9e8\ub4dc\uc640 \uc778\uc790\ub85c \uc81c\ud55c\ud569\ub2c8\ub2e4. \ubc30\ud3ec\u00b7\uc0ad\uc81c\u00b7\uad8c\ud55c \ubcc0\uacbd\uc740 \ub3c4\uad6c \ud638\ucd9c \ub4a4\uc5d0\ub3c4 \uc0ac\ub78c \uc2b9\uc778 \ud1a0\ud070\uc744 \uc694\uad6c\ud569\ub2c8\ub2e4. \uac80\uc99d:<\/strong> \ud504\ub86c\ud504\ud2b8 \uc778\uc81d\uc158 fixture\uac00 .env<\/code>, SSH \ud0a4, \uc0c1\uc704 \ub514\ub809\ud130\ub9ac, \uc784\uc758 URL\uc744 \uc694\uad6c\ud574\ub3c4 \uac70\uc808\ub418\ub294\uc9c0 \ud14c\uc2a4\ud2b8\ud569\ub2c8\ub2e4.<\/p>\n

3. PR \uc790\ub3d9\ud654\ub294 \uc791\uc131\u00b7\uac80\uc0ac\u00b7\ubcd1\ud569 \uad8c\ud55c\uc744 \ubd84\ub9ac\ud574\uc57c \ud569\ub2c8\ub2e4<\/h3>\n

\ubcc0\ud654:<\/strong> \uc5d0\uc774\uc804\ud2b8\uac00 \uacc4\ud68d\uacfc \ub3c4\uad6c\ub97c \ud568\uaed8 \uc4f0\ub294 \ud750\ub984\uc774 \uc77c\ubc18\ud654\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc2e4\uc81c \uc601\ud5a5:<\/strong> \uc774\uc288\ub97c \uc77d\ub294 \ubd07\uc774 \ubc14\ub85c PR\uc744 \ub9cc\ub4e4\uace0 \uc790\ub3d9 \ubcd1\ud569\uae4c\uc9c0 \ud560 \uc218 \uc788\ub2e4\uba74, \uc2e0\ub8b0\ud560 \uc218 \uc5c6\ub294 \uc774\uc288 \ubcf8\ubb38\uc774 \ucf54\ub4dc \ubcc0\uacbd\uc758 \uc785\ub825\uc774 \ub429\ub2c8\ub2e4. \uc801\uc6a9 \uc870\uac74:<\/strong> \uc774\uc288 \ubd84\uc11d \ud1a0\ud070\uc740 \uc77d\uae30 \uc804\uc6a9, \ube0c\ub79c\uce58 \uc791\uc131 \ud1a0\ud070\uc740 \ud574\ub2f9 \uc800\uc7a5\uc18c\uc640 bot \ube0c\ub79c\uce58\ub9cc, \ubcd1\ud569\uc740 \ubcf4\ud638 \uaddc\uce59\uacfc \uc0ac\ub78c \ub9ac\ubdf0\ub85c \ubd84\ub9ac\ud569\ub2c8\ub2e4. CI\uc5d0\uc11c \uc0dd\uc131\ud55c diff\ub294 nuxi typecheck<\/code>, unit test, Playwright smoke test\ub97c \ubaa8\ub450 \ud1b5\uacfc\ud574\uc57c \ub9ac\ubdf0 \ud6c4\ubcf4\uac00 \ub429\ub2c8\ub2e4. \uac80\uc99d:<\/strong> \uc758\ub3c4\uc801\uc73c\ub85c \uc704\ud5d8\ud55c \uc9c0\uc2dc\ub97c \ud3ec\ud568\ud55c issue fixture\uc5d0\uc11c \uc678\ubd80 \ud1b5\uc2e0\u00b7\ube44\ubc00 \uc77d\uae30\u00b7\ubcf4\ud638 \ube0c\ub79c\uce58 \uc4f0\uae30\uac00 \ubaa8\ub450 \ub9c9\ud788\ub294\uc9c0 \ud655\uc778\ud569\ub2c8\ub2e4.<\/p>\n

4. \uad00\ucc30 \ub85c\uadf8\uc5d0\ub294 \ud504\ub86c\ud504\ud2b8 \uc6d0\ubb38\ubcf4\ub2e4 \ud589\ub3d9\uc758 \ud754\uc801\uc744 \ub0a8\uae41\ub2c8\ub2e4<\/h3>\n

\ubcc0\ud654:<\/strong> Anthropic\uc740 \ub300\ub7c9 transcript\ub97c \uc7ac\uac80\ud1a0\ud574 \ubc94\uc704\ub97c \ud30c\uc545\ud588\uc2b5\ub2c8\ub2e4. \uc2e4\uc81c \uc601\ud5a5:<\/strong> \uc6b0\ub9ac\ub3c4 \uc0ac\uace0 \ub4a4\uc5d0\ub294 \u2018\ub204\uac00 \uc5b4\ub5a4 \ub3c4\uad6c\ub97c \uc5b4\ub290 \ub300\uc0c1\uc5d0 \ud638\ucd9c\ud588\ub294\uc9c0\u2019\ub97c \uc7ac\uad6c\uc131\ud574\uc57c \ud558\uc9c0\ub9cc, \uc804\uccb4 \ud504\ub86c\ud504\ud2b8\ub97c \uc7a5\uae30 \ubcf4\uad00\ud558\uba74 \uac1c\uc778\uc815\ubcf4\uc640 \ube44\ubc00\uc744 \ub610 \uc313\uac8c \ub429\ub2c8\ub2e4. \uc801\uc6a9 \uc870\uac74:<\/strong> trace\uc5d0\ub294 \uc694\uccad ID, \ubaa8\ub378 \ubc84\uc804, tool name, \uc2b9\uc778\uc790, \ud5c8\uc6a9\/\uac70\uc808 \uacb0\uacfc, \ub300\uc0c1\uc758 \ud574\uc2dc \ub610\ub294 \ubd84\ub958, \uc885\ub8cc \ucf54\ub4dc\ub9cc \uae30\ubcf8\uc73c\ub85c \uae30\ub85d\ud569\ub2c8\ub2e4. \uc6d0\ubb38\uc740 \uc9e7\uc740 \ubcf4\uc874 \uae30\uac04\uacfc \ubcc4\ub3c4 \uc811\uadfc \ud1b5\uc81c\ub97c \ub461\ub2c8\ub2e4. \uac80\uc99d:<\/strong> \ubaa8\uc758 \uc0ac\uace0\uc5d0\uc11c 15\ubd84 \uc548\uc5d0 \uc678\ubd80 \ud638\ucd9c \uc2dc\ub3c4\uc640 \uad8c\ud55c \uacbd\ub85c\ub97c \ucd94\uc801\ud560 \uc218 \uc788\ub294\uc9c0, \ub85c\uadf8\uc5d0 \ud1a0\ud070\u00b7\ucfe0\ud0a4\uac00 \uc5c6\ub294\uc9c0 \uac80\ud1a0\ud569\ub2c8\ub2e4.<\/p>\n

\uac1c\ubc1c\uc790 \uc2e4\ud589 \uacc4\ud68d<\/h2>\n
    \n
  1. P0:<\/strong> \uc5d0\uc774\uc804\ud2b8\uac00 \uc4f0\ub294 CI runner, preview, \ub85c\uceec \ucee8\ud14c\uc774\ub108\uc758 egress \uae30\ubcf8 \uc815\ucc45\uc744 \ud655\uc778\ud558\uace0 \uc678\ubd80 \ud1b5\uc2e0\uc740 allowlist\ub85c \ubc14\uafc9\ub2c8\ub2e4.<\/li>\n
  2. P0:<\/strong> docs\/agent-tool-permissions.md<\/code>\uc5d0 \ub3c4\uad6c\ubcc4 \uc785\ub825 path, \ub124\ud2b8\uc6cc\ud06c \ub300\uc0c1, \uc4f0\uae30 \ubc94\uc704, \uc2b9\uc778\uc790\ub97c \uc801\uc2b5\ub2c8\ub2e4.<\/li>\n
  3. P1:<\/strong> \uc800\uc7a5\uc18c \ud1a0\ud070\uc744 read, branch-write, merge, deploy \uad8c\ud55c\uc73c\ub85c \ubd84\ub9ac\ud558\uace0 \ub9cc\ub8cc \uc2dc\uac04\uc744 \ub461\ub2c8\ub2e4.<\/li>\n
  4. P1:<\/strong> .env<\/code>, runtimeConfig, \uace0\uac1d \ub85c\uadf8\ub97c \uc81c\uc678\ud55c \ud3c9\uac00 fixture\ub97c \ub9cc\ub4e4\uace0 \ube44\ubc00 \ud0d0\uc9c0 \uac80\uc0ac\ub97c CI\uc5d0 \ub123\uc2b5\ub2c8\ub2e4.<\/li>\n
  5. P1:<\/strong> \ud504\ub86c\ud504\ud2b8 \uc778\uc81d\uc158\u00b7\uc678\ubd80 URL\u00b7\uc0c1\uc704 \uacbd\ub85c \uc811\uadfc\uc744 \ud3ec\ud568\ud55c \uac70\uc808 \ud14c\uc2a4\ud2b8\ub97c \ucd5c\uc18c 10\uac1c \uc790\ub3d9\ud654\ud569\ub2c8\ub2e4.<\/li>\n
  6. P2:<\/strong> tool call \ub85c\uadf8\uc5d0\uc11c \uac70\uc808\ub960, egress \uc2dc\ub3c4, \uc2b9\uc778 \ub300\uae30 \uc2dc\uac04, \uc7ac\uc2dc\ub3c4, PR \ud14c\uc2a4\ud2b8 \ud1b5\uacfc\uc728\uc744 \ub300\uc2dc\ubcf4\ub4dc\ub85c \ubd05\ub2c8\ub2e4.<\/li>\n
  7. P2:<\/strong> \ubd84\uae30\ub9c8\ub2e4 MCP \uc11c\ubc84\uc640 GitHub App \uc124\uce58 \ubc94\uc704\ub97c \uc7ac\uac80\ud1a0\ud574 \uc0ac\uc6a9\ud558\uc9c0 \uc54a\ub294 \uc5f0\uacb0\uc744 \uc81c\uac70\ud569\ub2c8\ub2e4.<\/li>\n<\/ol>\n

    \ub9ac\uc2a4\ud06c\uc640 \ud55c\uacc4<\/h2>\n

    \uc774 \uc0ac\uac74\uc740 \ucd9c\uc2dc \uc81c\ud488\uc758 \uae30\ubcf8 \ub3d9\uc791\uc744 \uadf8\ub300\ub85c \uc7ac\ud604\ud55c \ubcf4\uace0\uc11c\uac00 \uc544\ub2c8\ub77c \ud3c9\uac00 \ud658\uacbd\uc758 \uc124\uc815 \uc624\ub958\ub97c \ub2e4\ub8ec \uac83\uc785\ub2c8\ub2e4. \ub530\ub77c\uc11c \ud2b9\uc815 \ubaa8\ub378\uc744 \uc0ac\uc6a9 \uc911\uc774\ub77c\ub294 \uc774\uc720\ub9cc\uc73c\ub85c \uce68\ud574\uac00 \ubc1c\uc0dd\ud588\ub2e4\uace0 \ub2e8\uc815\ud560 \uc218\ub294 \uc5c6\uc2b5\ub2c8\ub2e4. \ubc18\ub300\ub85c \ubaa8\ub378 \uc548\uc804\uc7a5\uce58\ub9cc \ubbff\uace0 \ub124\ud2b8\uc6cc\ud06c\u00b7\uad8c\ud55c \ud1b5\uc81c\ub97c \uc0dd\ub7b5\ud560 \uc218\ub3c4 \uc5c6\uc2b5\ub2c8\ub2e4. \ub864\ubc31 \uc870\uac74\uc740 \uc608\uc0c1 \ubc16 \uc678\ubd80 host \uc811\uc18d, \uae08\uc9c0 path \uc77d\uae30 \uc2dc\ub3c4, \uc2b9\uc778 \uc5c6\ub294 \uc4f0\uae30 \uc791\uc5c5, \ube44\ubc00 \ud0d0\uc9c0 \uc54c\ub9bc\uc785\ub2c8\ub2e4. \ud558\ub098\ub77c\ub3c4 \ubc1c\uc0dd\ud558\uba74 \ud574\ub2f9 tool credential\uc744 \ud3d0\uae30\ud558\uace0 egress\ub97c \ucc28\ub2e8\ud55c \ub4a4, trace\uc640 fixture\ub97c \ubcf4\uc874\ud574 \uc7ac\ud604\ud569\ub2c8\ub2e4.<\/p>\n

    FAQ<\/h2>\n

    AI \uc5d0\uc774\uc804\ud2b8 \ud3c9\uac00 \ud658\uacbd\ub3c4 \uc778\ud130\ub137\uc744 \uc644\uc804\ud788 \ub9c9\uc544\uc57c \ud558\ub098\uc694?<\/h3>\n

    \uae30\ubcf8\uac12\uc740 \ucc28\ub2e8\uc774 \uc548\uc804\ud569\ub2c8\ub2e4. \uc2e4\uc81c \uc6f9\uc774 \uaf2d \ud544\uc694\ud558\ub2e4\uba74 \uacf5\uc778\ub9dd \uc804\uccb4\uac00 \uc544\ub2c8\ub77c \ud14c\uc2a4\ud2b8 \ub300\uc0c1 \ub3c4\uba54\uc778\uacfc mock API\ub9cc \ud5c8\uc6a9\ud558\uace0, \uc4f0\uae30 \uc791\uc5c5\uc740 \ubcc4\ub3c4 \uc2b9\uc778\uc73c\ub85c \ubd84\ub9ac\ud558\uc138\uc694.<\/p>\n

    Claude Sonnet 5\ucc98\ub7fc \ub3c4\uad6c \uc0ac\uc6a9 \ubaa8\ub378\uc744 \uc4f0\uba74 \uad8c\ud55c \uc124\uacc4\uac00 \ub2ec\ub77c\uc9c0\ub098\uc694?<\/h3>\n

    \ubaa8\ub378 \uc131\ub2a5\uacfc \ubb34\uad00\ud558\uac8c \ucd5c\uc18c \uad8c\ud55c \uc6d0\uce59\uc740 \uac19\uc2b5\ub2c8\ub2e4. \ub2e4\ub9cc \ub354 \uc790\uc728\uc801\uc73c\ub85c \uc5ec\ub7ec \ub2e8\uacc4\ub97c \uc218\ud589\ud560 \uc218 \uc788\uc73c\ubbc0\ub85c, shell \ud558\ub098\uc5d0 \ub113\uc740 \uad8c\ud55c\uc744 \uc8fc\ub294 \ub300\uc2e0 \uc881\uc740 \ubaa9\uc801\uc758 \ub3c4\uad6c\ub85c \ucabc\uac1c\ub294 \uc77c\uc774 \ub354 \uc911\uc694\ud569\ub2c8\ub2e4.<\/p>\n

    \uc6cc\ud130\ub9c8\ud06c\uac00 \uc788\uc73c\uba74 AI\uac00 \ub9cc\ub4e0 PR\uc758 \uc548\uc804\uc131\uc744 \ud655\uc778\ud560 \uc218 \uc788\ub098\uc694?<\/h3>\n

    \uc544\ub2d9\ub2c8\ub2e4. \uc6cc\ud130\ub9c8\ud06c\ub294 \ud14d\uc2a4\ud2b8 \ucd9c\ucc98 \ud310\ubcc4\uc744 \ub3d5\ub294 \uae30\uc220\uc785\ub2c8\ub2e4. PR \uc548\uc804\uc131\uc740 diff \ub9ac\ubdf0, \ud14c\uc2a4\ud2b8, \uad8c\ud55c \ubd84\ub9ac, \ubc30\ud3ec \uc2b9\uc778\uc73c\ub85c \ud310\ub2e8\ud574\uc57c \ud569\ub2c8\ub2e4.<\/p>\n

    \ucd9c\ucc98 \ubc0f \ucd94\uac00 \uc77d\uae30<\/h2>\n