{"id":55920,"date":"2025-03-11T23:30:03","date_gmt":"2025-03-11T14:30:03","guid":{"rendered":"https:\/\/8gfg.shop\/blog\/development\/msa-deployment-strategy-for-stable-deployment-without-version-conflicts"},"modified":"2025-03-11T23:30:06","modified_gmt":"2025-03-11T14:30:06","slug":"msa-deployment-strategy-for-stable-deployment-without-version-conflicts","status":"publish","type":"post","link":"https:\/\/8gfg.shop\/blog\/development\/msa-deployment-strategy-for-stable-deployment-without-version-conflicts","title":{"rendered":"\ubc84\uc804 \ucda9\ub3cc \uc5c6\uc774 \uc548\uc815\uc801\uc778 \ubc30\ud3ec\ub97c \uc704\ud55c MSA \ubc30\ud3ec \uc804\ub7b5"},"content":{"rendered":"<ul class=\"toc_post_list\">\n<li>\n<h2>\ubaa9\ucc28<\/h2>\n<ul>\n<li><a href=\"#%eb%b2%84%ec%a0%84-%ec%b6%a9%eb%8f%8c-%ec%97%86%ec%9d%b4-%ec%95%88%ec%a0%95%ec%a0%81%ec%9d%b8-%eb%b0%b0%ed%8f%ac%eb%a5%bc-%ec%9c%84%ed%95%9c-msa-%eb%b0%b0%ed%8f%ac-%ec%a0%84%eb%9e%b5-ZBXiamUPhz\">\ubc84\uc804 \ucda9\ub3cc \uc5c6\uc774 \uc548\uc815\uc801\uc778 \ubc30\ud3ec\ub97c \uc704\ud55c MSA \ubc30\ud3ec \uc804\ub7b5<\/a><\/li>\n<li><a href=\"#1-msa%ec%9d%98-%ec%9d%b4%ed%95%b4-%eb%b0%8f-%eb%b2%84%ec%a0%84-%ec%b6%a9%eb%8f%8c-%ec%9d%b4%ec%8a%88%ec%9d%98-%ec%9b%90%ec%9d%b8-ZBXiamUPhz\">1. MSA\uc758 \uc774\ud574 \ubc0f \ubc84\uc804 \ucda9\ub3cc \uc774\uc288\uc758 \uc6d0\uc778<\/a><\/li>\n<li><a href=\"#2-%ec%95%88%ec%a0%95%ec%a0%81%ec%9d%b8-%eb%b0%b0%ed%8f%ac%eb%a5%bc-%ec%9c%84%ed%95%9c-%ec%a0%84%eb%9e%b5%ec%a0%81-%ec%a0%91%ea%b7%bc-%eb%b0%a9%ec%8b%9d-ZBXiamUPhz\">2. \uc548\uc815\uc801\uc778 \ubc30\ud3ec\ub97c \uc704\ud55c \uc804\ub7b5\uc801 \uc811\uadfc \ubc29\uc2dd<\/a><\/li>\n<li><a href=\"#3-%ed%98%84%ec%8b%a4%ec%a0%81%ec%9d%b8-%ec%82%ac%eb%a1%80-%ec%97%b0%ea%b5%ac%ec%99%80-%ec%84%b1%ea%b3%b5-%ec%a0%84%eb%9e%b5-%eb%b6%84%ec%84%9d-ZBXiamUPhz\">3. \ud604\uc2e4\uc801\uc778 \uc0ac\ub840 \uc5f0\uad6c\uc640 \uc131\uacf5 \uc804\ub7b5 \ubd84\uc11d<\/a><\/li>\n<li><a href=\"#4-%ec%8b%a4%ec%a0%9c-%ea%b5%ac%ed%98%84-%ea%b0%80%ec%9d%b4%eb%93%9c%ec%99%80-%ec%bd%94%eb%93%9c-%ec%98%88%ec%a0%9c-%ea%b8%b0%eb%b0%98-%eb%aa%a8%eb%b2%94-%ec%82%ac%eb%a1%80-ZBXiamUPhz\">4. \uc2e4\uc81c \uad6c\ud604 \uac00\uc774\ub4dc\uc640 \ucf54\ub4dc \uc608\uc81c \uae30\ubc18 \ubaa8\ubc94 \uc0ac\ub840<\/a><\/li>\n<li><a href=\"#%ea%b0%95%eb%a0%a5%ed%95%9c-%ec%9a%94%ec%95%bd-ZBXiamUPhz\">\uac15\ub825\ud55c \uc694\uc57d<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>    <title id=\"%eb%b2%84%ec%a0%84-%ec%b6%a9%eb%8f%8c-%ec%97%86%ec%9d%b4-%ec%95%88%ec%a0%95%ec%a0%81%ec%9d%b8-%eb%b0%b0%ed%8f%ac%eb%a5%bc-%ec%9c%84%ed%95%9c-msa-%eb%b0%b0%ed%8f%ac-%ec%a0%84%eb%9e%b5-ZBXiamUPhz\">\ubc84\uc804 \ucda9\ub3cc \uc5c6\uc774 \uc548\uc815\uc801\uc778 \ubc30\ud3ec\ub97c \uc704\ud55c MSA \ubc30\ud3ec \uc804\ub7b5<\/title><\/p>\n<h1 id=\"%eb%b2%84%ec%a0%84-%ec%b6%a9%eb%8f%8c-%ec%97%86%ec%9d%b4-%ec%95%88%ec%a0%95%ec%a0%81%ec%9d%b8-%eb%b0%b0%ed%8f%ac%eb%a5%bc-%ec%9c%84%ed%95%9c-msa-%eb%b0%b0%ed%8f%ac-%ec%a0%84%eb%9e%b5-ZBXiamUPhz\">\ubc84\uc804 \ucda9\ub3cc \uc5c6\uc774 \uc548\uc815\uc801\uc778 \ubc30\ud3ec\ub97c \uc704\ud55c MSA \ubc30\ud3ec \uc804\ub7b5<\/h1>\n<p><img decoding=\"async\" src=\"https:\/\/8gfg.shop\/blog\/wp-content\/uploads\/2025\/03\/ebb284eca084-ecb6a9eb8f8c-ec9786ec9db4-ec9588eca095eca081ec9db8-ebb0b0ed8faceba5bc-ec9c84ed959c-msa-ebb0b0ed8fac-eca084eb9eb5.jpeg\" alt=\"\ubc84\uc804 \ucda9\ub3cc \uc5c6\uc774 \uc548\uc815\uc801\uc778 \ubc30\ud3ec\ub97c \uc704\ud55c MSA \ubc30\ud3ec \uc804\ub7b5\" \/><\/p>\n<p>\uc624\ub298\ub0a0 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uac1c\ubc1c \ud658\uacbd\uc740 \ube60\ub974\uac8c \ubcc0\ud654\ud558\uace0 \uc788\uc73c\uba70, \uadf8 \uc911\uc2ec\uc5d0\ub294 MSA(\ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \uc544\ud0a4\ud14d\ucc98)\uac00 \uc790\ub9ac \uc7a1\uace0 \uc788\uc2b5\ub2c8\ub2e4. MSA\ub294 \uae30\uc874\uc758 \ub2e8\uc77c \ubaa8\ub180\ub9ac\uc2dd(monolithic) \uad6c\uc870\uc758 \ud55c\uacc4\ub97c \uadf9\ubcf5\ud558\uace0 \ub3c5\ub9bd\uc801\uc778 \uc11c\ube44\uc2a4 \ub2e8\uc704\ub85c \uac1c\ubc1c \ubc0f \ubc30\ud3ec\ub97c \uc9c4\ud589\ud560 \uc218 \uc788\uac8c \ud558\ub294 \ud601\uc2e0\uc801\uc778 \uc544\ud0a4\ud14d\ucc98\uc785\ub2c8\ub2e4. \uadf8\ub7ec\ub098 MSA\uc758 \ub3c4\uc785\uacfc \ud568\uaed8 \uc5ec\ub7ec \ubc84\uc804\uc758 \uc11c\ube44\uc2a4\uac00 \ub3d9\uc2dc\uc5d0 \uc6b4\uc601\ub420 \ub54c \ubc1c\uc0dd\ud560 \uc218 \uc788\ub294 \ubc84\uc804 \ucda9\ub3cc \ubb38\uc81c\ub294 \uc548\uc815\uc801\uc778 \ubc30\ud3ec\uc5d0 \ud070 \uc7a5\uc560 \uc694\uc18c\ub85c \uc791\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ubcf8 \ud3ec\uc2a4\ud2b8\uc5d0\uc11c\ub294 \ubc84\uc804 \ucda9\ub3cc \uc5c6\uc774 \uc548\uc815\uc801\uc778 \ubc30\ud3ec\ub97c \uc704\ud55c MSA \ubc30\ud3ec \uc804\ub7b5\uc5d0 \ub300\ud574 \uc2ec\ub3c4 \uae4a\uac8c \ub2e4\ub8e8\uace0\uc790 \ud569\ub2c8\ub2e4. MSA\uc758 \uac1c\ub150\ubd80\ud130 \ubc30\ud3ec \uc804\ub7b5, \uc131\uacf5 \uc0ac\ub840 \ubd84\uc11d \ubc0f \uc2e4\uc81c \uad6c\ud604 \uac00\uc774\ub4dc\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \ub2e4\uc591\ud55c \uce21\uba74\uc744 \uc804\ubb38\uac00\uc758 \uc2dc\uac01\uc73c\ub85c \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \ub3c5\uc790 \ubd84\ub4e4\uc774 MSA \ud658\uacbd\uc5d0\uc11c \uc5b4\ub5bb\uac8c \uc548\uc815\uc801\uc73c\ub85c \ubc30\ud3ec\ub97c \uc218\ud589\ud558\uace0 \ubc84\uc804 \ucda9\ub3cc \ubb38\uc81c\ub97c \uc608\ubc29\ud560 \uc218 \uc788\ub294\uc9c0\uc5d0 \ub300\ud55c \ud1b5\ucc30\uc744 \uc5bb\uc73c\uc2e4 \uc218 \uc788\ub3c4\ub85d \ud558\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc6b0\uc120, MSA\ub780 \ubb34\uc5c7\uc774\uba70, \uc774 \uc544\ud0a4\ud14d\ucc98\uac00 \uae30\uc874\uc758 \ubaa8\ub180\ub9ac\uc2dd \uc2dc\uc2a4\ud15c\uacfc \ucc28\ubcc4\ud654\ub418\ub294 \uc810\uc740 \ubb34\uc5c7\uc778\uc9c0\ubd80\ud130 \uc2dc\uc791\ud558\uaca0\uc2b5\ub2c8\ub2e4. MSA\ub294 \uac01 \uc11c\ube44\uc2a4\uac00 \ub3c5\ub9bd\uc801\uc73c\ub85c \uac1c\ubc1c, \ud14c\uc2a4\ud2b8, \ubc30\ud3ec\ub420 \uc218 \uc788\ub3c4\ub85d \ubd84\ub9ac\ub418\uc5b4 \uc788\uc73c\uba70, \uac01 \uc11c\ube44\uc2a4 \uac04\uc758 \ub3c5\ub9bd\uc131\uc774 \ubcf4\uc7a5\ub418\ub294 \uc2dc\uc2a4\ud15c \uad6c\uc870\uc785\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ub3c5\ub9bd\uc131\uc740 \ud300 \uac04 \ud611\uc5c5\uc744 \ucd09\uc9c4\ud558\uace0, \uac1c\ubcc4 \uc11c\ube44\uc2a4\uc758 \ud655\uc7a5\uc131\uacfc \uc720\uc9c0\ubcf4\uc218\ub97c \uc6a9\uc774\ud558\uac8c \ud569\ub2c8\ub2e4.<\/p>\n<p>\ud558\uc9c0\ub9cc \uc774\ub7ec\ud55c \ubd84\uc0b0 \ud658\uacbd\uc5d0\uc11c\ub294 \uc5ec\ub7ec \ubc84\uc804\uc758 \uc11c\ube44\uc2a4\uac00 \ub3d9\uc2dc\uc5d0 \uc6b4\uc601\ub420 \uac00\ub2a5\uc131\uc774 \ub192\uc2b5\ub2c8\ub2e4. \uc11c\ube44\uc2a4 \uac04 \uc778\ud130\ud398\uc774\uc2a4(\uc608, API \uacc4\uc57d)\ub098 \ub370\uc774\ud130 \uc2a4\ud0a4\ub9c8\uc758 \ubcc0\ud654\uac00 \uc804\uccb4 \uc2dc\uc2a4\ud15c\uc5d0 \uc601\ud5a5\uc744 \ubbf8\uce60 \uc218 \uc788\uae30 \ub54c\ubb38\uc5d0, \ubc84\uc804 \ucda9\ub3cc \ubb38\uc81c\ub294 \ub2e8\uc21c\ud55c \uae30\ub2a5 \uc624\ub958\ub97c \ub118\uc5b4 \uc804\uccb4 \uc2dc\uc2a4\ud15c\uc758 \uc548\uc815\uc131\uc5d0 \uc601\ud5a5\uc744 \uc904 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub530\ub77c\uc11c \ubc84\uc804 \uad00\ub9ac \ubc0f \ucda9\ub3cc \ubc29\uc9c0\ub97c \uc704\ud55c \uc804\ub7b5\uc774 \ud544\uc218\uc801\uc785\ub2c8\ub2e4.<\/p>\n<p>\ucd5c\uadfc \uc870\uc0ac\uc5d0 \ub530\ub974\uba74, \ub300\uaddc\ubaa8 \uae30\uc5c5\uc5d0\uc11c MSA\ub97c \ub3c4\uc785\ud55c \uc0ac\ub840 \uc911 \uc57d 67%\uac00 \ubc30\ud3ec \uacfc\uc815\uc5d0\uc11c \ubc84\uc804 \ucda9\ub3cc\uc774\ub098 \uc758\uc874\uc131 \ubb38\uc81c\ub85c \uc5b4\ub824\uc6c0\uc744 \uacaa\uc740 \uac83\uc73c\ub85c \ub098\ud0c0\ub0ac\uc2b5\ub2c8\ub2e4. \uc774\ucc98\ub7fc MSA \ud658\uacbd\uc5d0\uc11c\ub294 \uc11c\ube44\uc2a4 \uac04\uc758 \ubc84\uc804 \uc758\uc874\uc131 \uad00\ub9ac\uac00 \ub9e4\uc6b0 \uc911\uc694\ud55c \uc774\uc288\ub85c \ubd80\uac01\ub418\uace0 \uc788\uc73c\uba70, \uc774\ub97c \ud574\uacb0\ud558\uae30 \uc704\ud55c \ub2e4\uc591\ud55c \uc804\ub7b5\uacfc \ub3c4\uad6c\ub4e4\uc774 \uc9c0\uc18d\uc801\uc73c\ub85c \uac1c\ubc1c\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ub610\ud55c, \ud074\ub77c\uc6b0\ub4dc \ub124\uc774\ud2f0\ube0c \ud658\uacbd\uc5d0\uc11c \ucee8\ud14c\uc774\ub108 \uae30\uc220\uacfc \ud568\uaed8 MSA\ub97c \ub3c4\uc785\ud558\uba74 \ubc30\ud3ec \uc790\ub3d9\ud654\uc640 \uc2a4\ucf00\uc77c\ub9c1\uc774 \ud55c\uce35 \uc6a9\uc774\ud574\uc9c0\uc9c0\ub9cc, \uc798\ubabb \uad6c\uc131\ub41c \ubc30\ud3ec \uc804\ub7b5\uc740 \uc624\ud788\ub824 \ubc84\uc804 \ucda9\ub3cc\uacfc \uc7a5\uc560 \ubc1c\uc0dd\ub960\uc744 \ub192\uc77c \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, CI\/CD \ud30c\uc774\ud504\ub77c\uc778\uc758 \uc124\uc815 \uc624\ub958\ub098 \uc798\ubabb\ub41c \ub864\ubc31 \uc804\ub7b5\uc740 \uc11c\ube44\uc2a4 \uac04\uc758 \ubc84\uc804 \ubd88\uc77c\uce58 \ubb38\uc81c\ub97c \uc57c\uae30\ud560 \uc218 \uc788\uc73c\ubbc0\ub85c, \uccb4\uacc4\uc801\uc778 \uc811\uadfc \ubc29\uc2dd\uc774 \ud544\uc694\ud569\ub2c8\ub2e4.<\/p>\n<p>\uc774 \uac8c\uc2dc\uae00\uc5d0\uc11c\ub294 \uc6b0\uc120 MSA \uc544\ud0a4\ud14d\ucc98\uc758 \uae30\ubcf8 \uac1c\ub150\uacfc \ubc84\uc804 \ucda9\ub3cc \ubb38\uc81c\uc758 \uc6d0\uc778\uc744 \uba85\ud655\ud788 \ud558\uace0, \uc774\ud6c4 \uc774\ub97c \uc608\ubc29\ud558\uae30 \uc704\ud55c \uc804\ub7b5\uc801 \uc811\uadfc\ubc95, \uc2e4\uc81c \uc131\uacf5 \uc0ac\ub840, \uadf8\ub9ac\uace0 \uad6c\uccb4\uc801\uc778 \uad6c\ud604 \uac00\uc774\ub4dc\uae4c\uc9c0 \ub2e8\uacc4\ubcc4\ub85c \uc0b4\ud3b4\ubcfc \uc608\uc815\uc785\ub2c8\ub2e4. \uac01 \uc8fc\uc81c\ub9c8\ub2e4 \uc2e4\uc81c \uc0ac\ub840\uc640 \ud1b5\uacc4, \ucf54\ub4dc \uc608\uc81c, \uadf8\ub9ac\uace0 \ubaa8\ubc94 \uc0ac\ub840 \ub4f1\uc744 \ubc14\ud0d5\uc73c\ub85c \uc2ec\uce35 \ubd84\uc11d\uc744 \uc9c4\ud589\ud560 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<p>\ub610\ud55c \ubcf8 \uae00\uc5d0\uc11c\ub294 MSA \ud658\uacbd\uc5d0\uc11c \uc2e4\uc81c\ub85c \ubc1c\uc0dd\ud560 \uc218 \uc788\ub294 \ub2e4\uc591\ud55c \ubb38\uc81c \uc0c1\ud669\uc744 \uac00\uc815\ud558\uace0, \uc774\ub97c \ud574\uacb0\ud558\uae30 \uc704\ud55c \ucd5c\uc2e0 \uae30\uc220 \ub3d9\ud5a5\uacfc \uad6c\uccb4\uc801\uc778 \uc804\ub7b5\uc744 \uc81c\uc2dc\ud560 \uac83\uc785\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \ub3c5\uc790\ub4e4\uc740 \ub2e8\uc21c\ud55c \uc774\ub860\uc801 \ub17c\uc758\ub97c \ub118\uc5b4 \uc2e4\ubb34\uc5d0 \uc801\uc6a9 \uac00\ub2a5\ud55c \uc778\uc0ac\uc774\ud2b8\ub97c \uc5bb\uc744 \uc218 \uc788\uc73c\uba70, \uc2e4\uc81c \uac1c\ubc1c \ubc0f \uc6b4\uc601 \ud658\uacbd\uc5d0\uc11c \ubc1c\uc0dd\ud560 \uc218 \uc788\ub294 \ub2e4\uc591\ud55c \uc2dc\ub098\ub9ac\uc624\uc5d0 \ub300\ube44\ud560 \uc218 \uc788\uc744 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<p>\ub9c8\uc9c0\ub9c9\uc73c\ub85c, \ubcf8 \ud3ec\uc2a4\ud2b8\ub294 \ub370\uc774\ud130 \uc911\uc2ec\uc758 \uc811\uadfc\ubc95\uc744 \ucde8\ud558\uc5ec \ub2e4\uc591\ud55c \ud1b5\uacc4 \uc790\ub8cc, \uc2e4\uc81c \uc801\uc6a9 \uc0ac\ub840, \uadf8\ub9ac\uace0 \ucd5c\uc2e0 \ud2b8\ub80c\ub4dc\ub97c \ubc18\uc601\ud55c \uc804\ub7b5\uc744 \uc18c\uac1c\ud568\uc73c\ub85c\uc368, \ub3c5\uc790\ub4e4\uc774 \uc2e4\uc81c \uc5c5\ubb34\uc5d0 \uc27d\uac8c \uc801\uc6a9\ud560 \uc218 \uc788\ub294 \uc2e4\uc9c8\uc801\uc778 \uac00\uc774\ub4dc\ub97c \uc81c\uacf5\ud558\uace0\uc790 \ud569\ub2c8\ub2e4. \uc774\ub807\uac8c \uad6c\uc131\ub41c \uae00\uc744 \ud1b5\ud574 MSA \uae30\ubc18\uc758 \uc548\uc815\uc801 \ubc30\ud3ec\uac00 \uac00\ub2a5\ud55c \ud658\uacbd\uc744 \uad6c\ucd95\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub418\uae38 \ubc14\ub78d\ub2c8\ub2e4.<\/p>\n<p>\uc774\ucc98\ub7fc MSA \uc544\ud0a4\ud14d\ucc98\uc5d0\uc11c\uc758 \ubc84\uc804 \ucda9\ub3cc \ubb38\uc81c\ub294 \ub2e8\uc21c\ud55c \uae30\uc220\uc801 \ubb38\uc81c\uac00 \uc544\ub2c8\ub77c \uc870\uc9c1 \uc804\uccb4\uc758 \uac1c\ubc1c \ubc0f \uc6b4\uc601 \ud504\ub85c\uc138\uc2a4\uc640 \uc9c1\uc811\uc801\uc73c\ub85c \uc5f0\uad00\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4. \uac01 \uc11c\ube44\uc2a4\uac00 \ub3c5\ub9bd\uc801\uc774\uba74\uc11c \ub3d9\uc2dc\uc5d0 \uc0c1\ud638\uc791\uc6a9\ud558\ub294 \ud658\uacbd\uc5d0\uc11c\ub294 \ubc84\uc804 \uad00\ub9ac, \ud14c\uc2a4\ud2b8 \uc790\ub3d9\ud654, \uadf8\ub9ac\uace0 \ubc30\ud3ec \uc804\ub7b5\uc758 \uccb4\uacc4\uc801\uc778 \uad00\ub9ac\uac00 \ubb34\uc5c7\ubcf4\ub2e4 \uc911\uc694\ud569\ub2c8\ub2e4. \ub2e4\uc74c \uc139\uc158\ubd80\ud130\ub294 \uc774\ub7ec\ud55c \ubb38\uc81c\uc810\uc744 \ud574\uacb0\ud558\uae30 \uc704\ud55c \uad6c\uccb4\uc801\uc778 \uc811\uadfc\ubc95\uacfc \uc804\ub7b5\uc5d0 \ub300\ud574 \uc2ec\ub3c4 \uc788\uac8c \ub17c\uc758\ud558\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n<h2 id=\"1-msa%ec%9d%98-%ec%9d%b4%ed%95%b4-%eb%b0%8f-%eb%b2%84%ec%a0%84-%ec%b6%a9%eb%8f%8c-%ec%9d%b4%ec%8a%88%ec%9d%98-%ec%9b%90%ec%9d%b8-ZBXiamUPhz\">1. MSA\uc758 \uc774\ud574 \ubc0f \ubc84\uc804 \ucda9\ub3cc \uc774\uc288\uc758 \uc6d0\uc778<\/h2>\n<p>MSA(\ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \uc544\ud0a4\ud14d\ucc98)\ub294 \uac01\uac01\uc758 \uc11c\ube44\uc2a4\uac00 \ub3c5\ub9bd\uc801\uc73c\ub85c \uac1c\ubc1c\ub418\uace0 \ubc30\ud3ec\ub418\ub294 \uad6c\uc870\ub97c \uc9c0\uce6d\ud558\uba70, \uc774\ub54c \uac01 \uc11c\ube44\uc2a4\ub294 \uace0\uc720\uc758 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc640 \ube44\uc988\ub2c8\uc2a4 \ub85c\uc9c1\uc744 \uac00\uc9c0\uac8c \ub429\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uad6c\uc870\ub294 \uac1c\ubc1c \uc18d\ub3c4\ub97c \ud5a5\uc0c1\uc2dc\ud0a4\uace0 \ud655\uc7a5\uc131\uc744 \ub192\uc774\uba70, \uc7a5\uc560\uc5d0 \ub300\ud55c \ubcf5\uc6d0\ub825\uc744 \uac15\ud654\ud558\ub294 \ub4f1 \ub9ce\uc740 \uc7a5\uc810\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \ud558\uc9c0\ub9cc \ub3d9\uc2dc\uc5d0, \uc11c\ube44\uc2a4 \uac04\uc758 \ubc84\uc804 \ucda9\ub3cc\uacfc \uc778\ud130\ud398\uc774\uc2a4 \ubd88\uc77c\uce58 \ubb38\uc81c\ub3c4 \uc57c\uae30\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uccab \ubc88\uc9f8\ub85c, MSA \ud658\uacbd\uc5d0\uc11c\ub294 \uac01 \uc11c\ube44\uc2a4\uac00 \ub3c5\ub9bd\uc801\uc73c\ub85c \uc5c5\ub370\uc774\ud2b8\uac00 \uac00\ub2a5\ud558\uae30 \ub54c\ubb38\uc5d0, \uc5b4\ub5a4 \uc11c\ube44\uc2a4\uac00 \uc0c8\ub85c\uc6b4 \ubc84\uc804\uc73c\ub85c \ubc30\ud3ec\ub420 \ub54c \ub2e4\ub978 \uc11c\ube44\uc2a4\uc640\uc758 \uc5f0\uacc4\uc131\uc774 \uae68\uc9c8 \uc704\ud5d8\uc774 \uc788\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, A \uc11c\ube44\uc2a4\uac00 \uc0c8\ub85c\uc6b4 API \ubc84\uc804\uc744 \ub3c4\uc785\ud558\uba74\uc11c \uc774\uc804 \ubc84\uc804\uacfc\uc758 \ud638\ud658\uc131\uc744 \uc720\uc9c0\ud558\uc9c0 \uc54a\ub294 \uacbd\uc6b0, \uc774\ub97c \ud638\ucd9c\ud558\ub294 B \uc11c\ube44\uc2a4\uc5d0\uc11c \uc5d0\ub7ec\uac00 \ubc1c\uc0dd\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc0c1\ud669\uc740 \uc804\uccb4 \uc2dc\uc2a4\ud15c\uc758 \uc548\uc815\uc131\uc744 \uc800\ud574\ud560 \ubfd0\ub9cc \uc544\ub2c8\ub77c, \uc2e4\uc2dc\uac04 \uc11c\ube44\uc2a4 \uc6b4\uc601\uc5d0 \ud070 \uc7a5\uc560\ub85c \uc791\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ub450 \ubc88\uc9f8\ub85c, \ubc84\uc804 \ucda9\ub3cc\uc758 \uc6d0\uc778 \uc911 \ud558\ub098\ub85c\ub294 \uc5ec\ub7ec \ud300 \uac04\uc758 \ube44\ud6a8\uc728\uc801\uc778 \ucee4\ubba4\ub2c8\ucf00\uc774\uc158\uacfc \ud611\uc5c5 \ubb38\uc81c\ub97c \ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4. MSA \ud658\uacbd\uc5d0\uc11c\ub294 \uac01 \ud300\uc774 \ub3c5\uc790\uc801\uc73c\ub85c \uc11c\ube44\uc2a4\ub97c \uac1c\ubc1c\ud558\uace0 \ubc30\ud3ec\ud558\ub294 \uacbd\uc6b0\uac00 \ub9ce\uc740\ub370, \uc774 \ub54c \uba85\ud655\ud55c API \uacc4\uc57d\uc774\ub098 \ubc84\uc804 \uad00\ub9ac \uc815\ucc45\uc774 \uc218\ub9bd\ub418\uc5b4 \uc788\uc9c0 \uc54a\ub2e4\uba74 \uc11c\ub85c \ub2e4\ub978 \ubc84\uc804\uc758 \uc11c\ube44\uc2a4\ub97c \ubcd1\ub82c\ub85c \uc6b4\uc601\ud558\uac8c \ub420 \uc704\ud5d8\uc774 \uc788\uc2b5\ub2c8\ub2e4. \uc2e4\uc81c\ub85c \uad6d\ub0b4 \ub300\ud615 \uae08\uc735 \uae30\uad00\uc758 \uc0ac\ub840\uc5d0 \ub530\ub974\uba74, \uba85\ud655\ud55c \ubc84\uc804 \uad00\ub9ac \uccb4\uacc4\uac00 \ubd80\uc7ac\ud560 \ub54c \uc804\uccb4 \uc2dc\uc2a4\ud15c\uc758 \uc7a5\uc560\uc728\uc774 30% \uc774\uc0c1 \uc99d\uac00\ud558\ub294 \uac83\uc73c\ub85c \ub098\ud0c0\ub0ac\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc138 \ubc88\uc9f8 \uc6d0\uc778\uc740 \ub370\uc774\ud130 \uc2a4\ud0a4\ub9c8\uc758 \ubcc0\ud654\uc785\ub2c8\ub2e4. MSA\uc5d0\uc11c \uac01 \uc11c\ube44\uc2a4\ub294 \uc790\uccb4 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub97c \uc6b4\uc6a9\ud558\ub294 \uacbd\uc6b0\uac00 \ub9ce\uc73c\uba70, \uc774 \ub54c \ub370\uc774\ud130 \uc2a4\ud0a4\ub9c8\uc758 \ubcc0\uacbd\uc740 \ub2e4\ub978 \uc11c\ube44\uc2a4\uc640\uc758 \ub370\uc774\ud130 \uc5f0\uacc4\uc131\uc5d0 \uc601\ud5a5\uc744 \ubbf8\uce58\uac8c \ub429\ub2c8\ub2e4. \uc2a4\ud0a4\ub9c8 \ubcc0\uacbd\uc774 \uae30\uc874 \ub370\uc774\ud130\uc640 \ud638\ud658\ub418\uc9c0 \uc54a\uac70\ub098, \ucd5c\uc2e0 \uc2a4\ud0a4\ub9c8\ub97c \uc9c0\uc6d0\ud558\uc9c0 \uc54a\ub294 \uc11c\ube44\uc2a4\uac00 \uc874\uc7ac\ud560 \uacbd\uc6b0, \ub370\uc774\ud130 \uc815\ud569\uc131 \ubb38\uc81c\uac00 \ubc1c\uc0dd\ud560 \uac00\ub2a5\uc131\uc774 \ub192\uc2b5\ub2c8\ub2e4. \uc2e4\uc81c \ube45\ud14c\ud06c \uae30\uc5c5\uc758 \uc0ac\ub840\uc5d0\uc11c\ub294 \uc2a4\ud0a4\ub9c8 \ubcc0\uacbd \ud6c4 \ub370\uc774\ud130 \ub9c8\uc774\uadf8\ub808\uc774\uc158\uc774 \uc81c\ub300\ub85c \uc774\ub8e8\uc5b4\uc9c0\uc9c0 \uc54a\uc544, \uc2ec\uac01\ud55c \ub370\uc774\ud130 \ubd88\uc77c\uce58\uc640 \uc7a5\uc560\uac00 \ubc1c\uc0dd\ud55c \uc0ac\ub840\uac00 \ubcf4\uace0\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ub124 \ubc88\uc9f8\ub85c, \uc885\uc18d\uc131 \uad00\ub9ac\uc758 \ubb38\uc81c\ub3c4 \uc911\uc694\ud55c \uc774\uc288\uc785\ub2c8\ub2e4. MSA\uc5d0\uc11c\ub294 \uac01 \uc11c\ube44\uc2a4\uac00 \ub2e4\uc591\ud55c \ub77c\uc774\ube0c\ub7ec\ub9ac\uc640 \ud504\ub808\uc784\uc6cc\ud06c\uc5d0 \uc758\uc874\ud558\ub294 \uacbd\uc6b0\uac00 \ub9ce\uc740\ub370, \uc774 \ub54c \ub77c\uc774\ube0c\ub7ec\ub9ac \uc790\uccb4\uc758 \ubc84\uc804 \ucda9\ub3cc\uc774\ub098 \ud638\ud658\uc131 \ubb38\uc81c\ub85c \uc778\ud574 \uc608\uc0c1\uce58 \ubabb\ud55c \uc5d0\ub7ec\uac00 \ubc1c\uc0dd\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, A \uc11c\ube44\uc2a4\uac00 \ud2b9\uc815 \ubc84\uc804\uc758 \uacf5\ud1b5 \ub77c\uc774\ube0c\ub7ec\ub9ac\ub97c \uc0ac\uc6a9\ud558\uace0 \uc788\uace0, B \uc11c\ube44\uc2a4\ub294 \ud574\ub2f9 \ub77c\uc774\ube0c\ub7ec\ub9ac\uc758 \ucd5c\uc2e0 \ubc84\uc804\uc744 \uc0ac\uc6a9\ud558\ub294 \uc0c1\ud669\uc5d0\uc11c\ub294 \ub0b4\ubd80\uc801\uc73c\ub85c \ub3d9\uc791\ud558\ub294 \ub85c\uc9c1\uc758 \ucc28\uc774\ub85c \uc778\ud574 \uc624\ub958\uac00 \ubc1c\uc0dd\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubb38\uc81c\ub294 \ud2b9\ud788 \uc5ec\ub7ec \ud300\uc774 \ub3d9\uc2dc\uc5d0 \uac1c\ubc1c\uc744 \uc9c4\ud589\ud560 \ub54c \ub354\uc6b1 \ub450\ub4dc\ub7ec\uc9d1\ub2c8\ub2e4.<\/p>\n<p>\ub2e4\uc12f \ubc88\uc9f8\ub85c, \ubc30\ud3ec \uc804\ub7b5\uc758 \ubd80\uc7ac \uc5ed\uc2dc \ubc84\uc804 \ucda9\ub3cc\uc758 \uc8fc\uc694 \uc6d0\uc778 \uc911 \ud558\ub098\uc785\ub2c8\ub2e4. \uac1c\ubc1c \ud658\uacbd, \uc2a4\ud14c\uc774\uc9d5 \ud658\uacbd, \uadf8\ub9ac\uace0 \ud504\ub85c\ub355\uc158 \ud658\uacbd \uac04\uc5d0 \uba85\ud655\ud55c \ubc30\ud3ec \uae30\uc900\uc774 \ub9c8\ub828\ub418\uc9c0 \uc54a\uc73c\uba74, \uac01 \ud658\uacbd\uc5d0\uc11c \uc11c\ub85c \ub2e4\ub978 \ubc84\uc804\uc758 \uc11c\ube44\uc2a4\uac00 \ud63c\uc7ac\ud558\uac8c \ub418\uc5b4 \ubb38\uc81c\ub97c \uc57c\uae30\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uac1c\ubc1c \ub2e8\uacc4\uc5d0\uc11c \ucda9\ubd84\ud788 \ud14c\uc2a4\ud2b8\ub418\uc9c0 \uc54a\uc740 \ucf54\ub4dc\uac00 \ud504\ub85c\ub355\uc158 \ud658\uacbd\uc5d0 \ubc18\uc601\ub418\uba74, \uac04\ud639 \uc608\uc0c1\uce58 \ubabb\ud55c \ubc84\uc804 \ucda9\ub3cc\uc774 \ubc1c\uc0dd\ud558\uc5ec \uc804\uccb4 \uc11c\ube44\uc2a4 \uc6b4\uc601\uc5d0 \uc7a5\uc560\ub97c \ucd08\ub798\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubb38\uc81c\ub97c \ubc29\uc9c0\ud558\uae30 \uc704\ud574\uc11c\ub294 \uc790\ub3d9\ud654\ub41c \ud14c\uc2a4\ud2b8 \ubc0f \ubc30\ud3ec \uae30\uc900\uc774 \ud544\uc218\uc801\uc73c\ub85c \ub9c8\ub828\ub418\uc5b4\uc57c \ud569\ub2c8\ub2e4.<\/p>\n<p>\uc5ec\uc12f \ubc88\uc9f8\ub85c, API \uac8c\uc774\ud2b8\uc6e8\uc774\uc640 \uac19\uc740 \uc911\uac04 \uacc4\uce35\uc758 \ubd80\uc801\uc808\ud55c \uad6c\uc131\ub3c4 \ubc84\uc804 \ucda9\ub3cc\uc5d0 \uc601\ud5a5\uc744 \uc904 \uc218 \uc788\uc2b5\ub2c8\ub2e4. API \uac8c\uc774\ud2b8\uc6e8\uc774\ub294 MSA\uc5d0\uc11c \uac01 \uc11c\ube44\uc2a4 \uac04\uc758 \ud1b5\uc2e0\uc744 \ucc45\uc784\uc9c0\uc9c0\ub9cc, \uac8c\uc774\ud2b8\uc6e8\uc774\uc758 \ubc84\uc804 \ubc0f \uc124\uc815 \ubcc0\ub3d9\uc774 \uc11c\ube44\uc2a4 \uac04 \uc778\ud130\ud398\uc774\uc2a4\uc758 \uc77c\uad00\uc131\uc744 \ud574\uce60 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc2e4\uc81c\ub85c, \ud574\uc678 IT \uae30\uc5c5 \uc911 API \uac8c\uc774\ud2b8\uc6e8\uc774 \uc124\uc815 \uc624\ub958\ub85c \uc778\ud574 \uace0\uac1d\uc0ac\uc758 \uc11c\ube44\uc2a4\uac00 \uc911\ub2e8\ub41c \uc0ac\ub840\ub3c4 \ubcf4\uace0\ub418\uc5c8\uc73c\uba70, \uc774 \uacbd\uc6b0\uc5d0\ub294 \uc804\uccb4 \uc2dc\uc2a4\ud15c\uc758 \ubc84\uc804 \ucda9\ub3cc \ubb38\uc81c\ub85c \ube44\ud654\ub41c \ubc14 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc77c\uacf1 \ubc88\uc9f8\ub85c, \ubd84\uc0b0 \ud2b8\ub808\uc774\uc2f1\uacfc \ub85c\uae45 \uc2dc\uc2a4\ud15c\uc758 \ud55c\uacc4\ub3c4 \uac04\uacfc\ud560 \uc218 \uc5c6\ub294 \ubb38\uc81c\uc785\ub2c8\ub2e4. \uc5ec\ub7ec \uc11c\ube44\uc2a4\uac00 \ub3c5\ub9bd\uc801\uc73c\ub85c \ub85c\uadf8\ub97c \ub0a8\uae30\uace0 \ud2b8\ub79c\uc7ad\uc158\uc744 \ucc98\ub9ac\ud558\ub294 \uc0c1\ud669\uc5d0\uc11c \ubc84\uc804 \ucda9\ub3cc\ub85c \uc778\ud55c \ubb38\uc81c\ub97c \ucd94\uc801\ud558\uace0 \ud574\uacb0\ud558\ub294 \uac83\uc740 \ub9e4\uc6b0 \uc5b4\ub824\uc6b4 \uc791\uc5c5\uc785\ub2c8\ub2e4. \ud2b9\ud788, \uac01 \uc11c\ube44\uc2a4\uc758 \ub85c\uadf8 \ud615\uc2dd\uc774\ub098 \ud2b8\ub79c\uc7ad\uc158 \uad00\ub9ac \ubc29\uc2dd\uc774 \ub2e4\ub97c \uacbd\uc6b0, \ubb38\uc81c\uac00 \ubc1c\uc0dd\ud588\uc744 \ub54c \uadf8 \uc6d0\uc778\uc744 \uc815\ud655\ud558\uac8c \ud30c\uc545\ud558\uae30 \uc5b4\ub835\uc2b5\ub2c8\ub2e4. \ud574\uc678 \uc720\uba85 IT \ucee8\uc124\ud305 \uc5c5\uccb4\ub4e4\uc740 \uc774\ub7ec\ud55c \ubb38\uc81c\ub97c \ud574\uacb0\ud558\uae30 \uc704\ud574 \ud1b5\ud569 \ub85c\uae45 \uc2dc\uc2a4\ud15c\uacfc \ubd84\uc0b0 \ud2b8\ub808\uc774\uc2f1 \ud234\uc744 \ub3c4\uc785\ud558\uace0 \uc788\uc73c\uba70, \uc774\ub97c \ud1b5\ud574 \uc7a5\uc560 \ubc1c\uc0dd \uc2dc \ube60\ub978 \uc6d0\uc778 \ubd84\uc11d\uacfc \ub300\uc751\uc774 \uac00\ub2a5\ud574\uc84c\ub2e4\uace0 \ubcf4\uace0\ud569\ub2c8\ub2e4.<\/p>\n<p>\uc5ec\ub35f \ubc88\uc9f8\ub85c, \ubcf4\uc548 \uc694\uc18c \uc5ed\uc2dc \ubc84\uc804 \ucda9\ub3cc \ubb38\uc81c\uc640 \ub9de\ubb3c\ub824 \ub098\ud0c0\ub0a0 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uac01 \uc11c\ube44\uc2a4\uac00 \ubcc4\ub3c4\uc758 \ubcf4\uc548 \ud504\ub85c\ud1a0\ucf5c\uc774\ub098 \uc778\uc99d \ubc29\uc2dd\uc744 \uc801\uc6a9\ud560 \uacbd\uc6b0, \uc11c\ub85c \ub2e4\ub978 \ubc84\uc804\uc758 \ubcf4\uc548 \uc815\ucc45\uc774 \uc0c1\ucda9\ud558\uc5ec \uc778\uc99d \uc624\ub958\ub098 \ub370\uc774\ud130 \uc720\ucd9c\uacfc \uac19\uc740 \uc2ec\uac01\ud55c \ubb38\uc81c\ub85c \uc774\uc5b4\uc9c8 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uc624\ub798\ub41c \ubcf4\uc548 \ud1a0\ud070\uc744 \uc0ac\uc6a9\ud558\ub294 \uc11c\ube44\uc2a4\uc640 \ucd5c\uc2e0 \ud504\ub85c\ud1a0\ucf5c\uc744 \uc0ac\uc6a9\ud558\ub294 \uc11c\ube44\uc2a4 \uac04\uc758 \ud1b5\uc2e0\uc774 \uc6d0\ud65c\ud558\uc9c0 \uc54a\uc73c\uba74, \uc0ac\uc6a9\uc790\ub294 \ub85c\uadf8\uc778\uc744 \uc2e4\ud328\ud558\uac70\ub098 \ub370\uc774\ud130 \uc811\uadfc\uc5d0 \uc81c\ud55c\uc744 \ubc1b\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubb38\uc81c\ub294 \ud2b9\ud788 \uae08\uc735, \uc758\ub8cc\uc640 \uac19\uc774 \ubcf4\uc548\uc774 \uc911\uc694\ud55c \ubd84\uc57c\uc5d0\uc11c \ub354\uc6b1 \uce58\uba85\uc801\uc77c \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc544\ud649 \ubc88\uc9f8\ub85c, \uc11c\ube44\uc2a4 \uac04 \uc758\uc874\uc131\uc5d0 \ub530\ub978 \ub124\ud2b8\uc6cc\ud06c \ubd80\ud558 \ubc0f \uc7a5\uc560 \ubc1c\uc0dd \uac00\ub2a5\uc131\ub3c4 \uc8fc\ubaa9\ud574\uc57c \ud569\ub2c8\ub2e4. MSA \ud658\uacbd\uc5d0\uc11c\ub294 \uac01 \uc11c\ube44\uc2a4 \uac04\uc758 \ub124\ud2b8\uc6cc\ud06c \ud1b5\uc2e0\uc774 \ube48\ubc88\ud558\uac8c \uc774\ub8e8\uc5b4\uc9c0\ub294\ub370, \ubc84\uc804 \ucda9\ub3cc\ub85c \uc778\ud55c \uc7ac\uc2dc\ub3c4 \ub85c\uc9c1\uc758 \uc99d\uac00\ub294 \ub124\ud2b8\uc6cc\ud06c \ubd80\ud558\ub97c \uc2ec\ud654\uc2dc\ud0a4\uace0, \uc774\ub294 \uacb0\uad6d \uc804\uccb4 \uc2dc\uc2a4\ud15c\uc758 \ubcd1\ubaa9 \ud604\uc0c1\uc73c\ub85c \uc774\uc5b4\uc9c8 \uc6b0\ub824\uac00 \uc788\uc2b5\ub2c8\ub2e4. \uc2e4\uc81c \uc11c\ube44\uc2a4 \ubaa8\ub2c8\ud130\ub9c1 \ub3c4\uad6c\ub97c \ud1b5\ud574 \ud655\uc778\ud55c \uacb0\uacfc, \ubc84\uc804 \ubd88\uc77c\uce58\ub85c \uc778\ud574 \uc7ac\uc2dc\ub3c4 \uc694\uccad\uc774 \uc99d\uac00\ud55c \uc0ac\ub840\uc5d0\uc11c\ub294 \ud3c9\uade0 \uc751\ub2f5 \uc2dc\uac04\uc774 40% \uc774\uc0c1 \uc0c1\uc2b9\ud55c \uac83\uc73c\ub85c \ub098\ud0c0\ub0ac\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc5f4 \ubc88\uc9f8\ub85c, \ucd5c\uc885 \uc0ac\uc6a9\uc790 \uacbd\ud5d8(User Experience, UX)\uc5d0\ub3c4 \ubd80\uc815\uc801\uc778 \uc601\ud5a5\uc744 \ubbf8\uce60 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub0b4\ubd80\uc801\uc73c\ub85c \ubc1c\uc0dd\ud558\ub294 \ubc84\uc804 \ucda9\ub3cc \ubb38\uc81c\ub294 \uc11c\ube44\uc2a4 \uc9c0\uc5f0, \uae30\ub2a5 \uc624\ub958, \uc2ec\uc9c0\uc5b4 \uc804\uccb4 \uc2dc\uc2a4\ud15c\uc758 \uc7a5\uc560\ub85c \uc774\uc5b4\uc9c0\uba70, \uc774\ub294 \ucd5c\uc885 \uc0ac\uc6a9\uc790\uc5d0\uac8c \uc9c1\uc811\uc801\uc778 \ubd88\ud3b8\uc744 \ucd08\ub798\ud569\ub2c8\ub2e4. \uace0\uac1d \ub9cc\uc871\ub3c4 \uc870\uc0ac \uacb0\uacfc, \ubc84\uc804 \uad00\ub9ac\uac00 \ubbf8\ud761\ud55c \uc2dc\uc2a4\ud15c\uc744 \uc0ac\uc6a9\ud558\ub294 \uae30\uc5c5\uc758 \uacbd\uc6b0 \uace0\uac1d \ubd88\ub9cc\uc871 \uc9c0\uc218\uac00 \ud3c9\uade0 15% \uc774\uc0c1 \ub192\uac8c \ub098\ud0c0\ub098\ub294 \uac83\uc73c\ub85c \ubcf4\uace0\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ucc98\ub7fc MSA \ud658\uacbd\uc5d0\uc11c\ub294 \ub0b4\ubd80 \uc2dc\uc2a4\ud15c\uc758 \uc548\uc815\uc131 \ud655\ubcf4\uac00 \uace7 \uace0\uac1d \ub9cc\uc871\ub3c4\uc640 \uc9c1\uacb0\ub418\uae30 \ub54c\ubb38\uc5d0, \ubc84\uc804 \ucda9\ub3cc \ubb38\uc81c\uc5d0 \ub300\ud55c \ucca0\uc800\ud55c \uc608\ubc29\ucc45 \uc218\ub9bd\uc774 \ud544\uc694\ud569\ub2c8\ub2e4.<\/p>\n<p>\uc774\uc0c1\uc758 \ub17c\uc758\ub97c \ud1b5\ud574, MSA \ud658\uacbd\uc5d0\uc11c \ubc1c\uc0dd\ud560 \uc218 \uc788\ub294 \ubc84\uc804 \ucda9\ub3cc\uc758 \ub2e4\uc591\ud55c \uc6d0\uc778\uacfc \uadf8 \uc2ec\uac01\uc131\uc744 \ud655\uc778\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uac01 \uc6d0\uc778\uc740 \uac1c\ubcc4\ub85c\ub3c4 \ud070 \ubb38\uc81c\uc77c \ubfd0\ub9cc \uc544\ub2c8\ub77c \uc0c1\ud638\uc791\uc6a9\ud560 \uacbd\uc6b0 \uc804\uccb4 \uc2dc\uc2a4\ud15c\uc5d0 \ubbf8\uce58\ub294 \uc601\ud5a5\uc740 \ub354\uc6b1 \uce58\uba85\uc801\uc77c \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\uc5d0 \ub530\ub77c, \ub2e4\uc74c \uc139\uc158\uc5d0\uc11c\ub294 \uc774\ub7ec\ud55c \ubb38\uc81c\ub4e4\uc744 \uc608\ubc29\ud558\uace0 \uc548\uc815\uc801\uc778 \ubc30\ud3ec\ub97c \ubcf4\uc7a5\ud558\uae30 \uc704\ud55c \uc804\ub7b5\uc801 \uc811\uadfc \ubc29\uc2dd\uc744 \uc0c1\uc138\ud788 \ubd84\uc11d\ud558\uace0, \ucd5c\uc2e0 \uae30\uc220 \ub3d9\ud5a5 \ubc0f \ub3c4\uad6c\ub4e4\uc744 \uc18c\uac1c\ud560 \uc608\uc815\uc785\ub2c8\ub2e4.<\/p>\n<h2 id=\"2-%ec%95%88%ec%a0%95%ec%a0%81%ec%9d%b8-%eb%b0%b0%ed%8f%ac%eb%a5%bc-%ec%9c%84%ed%95%9c-%ec%a0%84%eb%9e%b5%ec%a0%81-%ec%a0%91%ea%b7%bc-%eb%b0%a9%ec%8b%9d-ZBXiamUPhz\">2. \uc548\uc815\uc801\uc778 \ubc30\ud3ec\ub97c \uc704\ud55c \uc804\ub7b5\uc801 \uc811\uadfc \ubc29\uc2dd<\/h2>\n<p>\uc548\uc815\uc801\uc778 MSA \ubc30\ud3ec\ub97c \uc704\ud574\uc11c\ub294 \ubd84\uc0b0 \ud658\uacbd\uc5d0\uc11c\uc758 \ubc84\uc804 \ucda9\ub3cc \ubb38\uc81c\ub97c \uc0ac\uc804\uc5d0 \uc608\ubc29\ud558\uace0, \ubb38\uc81c\uac00 \ubc1c\uc0dd\ud558\ub354\ub77c\ub3c4 \ube60\ub974\uac8c \ub300\uc751\ud560 \uc218 \uc788\ub294 \uccb4\uacc4\uc801\uc778 \uc804\ub7b5\uc774 \ud544\uc694\ud569\ub2c8\ub2e4. \uc774\ub97c \uc704\ud574 \uc6b0\uc120 \uc804\uccb4 \ubc30\ud3ec \ud504\ub85c\uc138\uc2a4\ub97c \uc790\ub3d9\ud654\ud558\uace0, \uc790\ub3d9 \ud14c\uc2a4\ud2b8 \ubc0f \ubaa8\ub2c8\ud130\ub9c1 \uc2dc\uc2a4\ud15c\uc744 \uad6c\ucd95\ud558\uc5ec \uc2e4\uc2dc\uac04\uc73c\ub85c \uc11c\ube44\uc2a4 \uac04\uc758 \ucda9\ub3cc \uc5ec\ubd80\ub97c \uac10\uc9c0\ud558\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4. \uc790\ub3d9\ud654\ub41c CI\/CD \ud30c\uc774\ud504\ub77c\uc778\uc740 \ucf54\ub4dc \ud488\uc9c8\uc744 \ub192\uc774\uace0, \ubc30\ud3ec \ub2e8\uacc4\uc5d0\uc11c \uc778\uc801 \uc624\ub958\ub97c \ucd5c\uc18c\ud654\ud558\ub294 \ub370 \ub9e4\uc6b0 \ud6a8\uacfc\uc801\uc778 \uc218\ub2e8\uc785\ub2c8\ub2e4.<\/p>\n<p>\uccab \ubc88\uc9f8 \uc804\ub7b5\uc740 \uc11c\ube44\uc2a4 \uac04 API \uacc4\uc57d(API Contract)\uc758 \uba85\ud655\ud55c \uc815\uc758\uc785\ub2c8\ub2e4. \uac01 \uc11c\ube44\uc2a4\uac00 \uc0c1\ud638 \uc18c\ud1b5\ud558\ub294 \uc778\ud130\ud398\uc774\uc2a4\uc5d0 \ub300\ud574 \uba85\ud655\ud55c \uaddc\uaca9\uacfc \ubcc0\uacbd \uc774\ub825\uc744 \uad00\ub9ac\ud558\ub294 \uac83\uc740 \ubc84\uc804 \ucda9\ub3cc\uc744 \uc608\ubc29\ud558\ub294 \uae30\ubcf8 \uc6d0\uce59\uc785\ub2c8\ub2e4. \uc798 \uc815\uc758\ub41c API \ubb38\uc11c\uc640 \ud568\uaed8, API \ubc84\uc804 \uad00\ub9ac \uc815\ucc45\uc744 \uc5c4\uaca9\ud558\uac8c \uc801\uc6a9\ud568\uc73c\ub85c\uc368 \uc0c8\ub85c\uc6b4 \ubcc0\uacbd \uc0ac\ud56d\uc774 \uae30\uc874 \uc11c\ube44\uc2a4\uc5d0 \ubbf8\uce58\ub294 \uc601\ud5a5\uc744 \ucd5c\uc18c\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub97c \uc704\ud574 OpenAPI, Swagger \ub4f1\uc758 \ub3c4\uad6c\ub97c \ud65c\uc6a9\ud558\uc5ec \uc790\ub3d9\ud654\ub41c \ubb38\uc11c \uc0dd\uc131\uc744 \ub3c4\uc785\ud558\ub294 \uae30\uc5c5\ub4e4\uc774 \uc99d\uac00\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ub450 \ubc88\uc9f8 \uc804\ub7b5\uc740 \ucee8\ud14c\uc774\ub108 \uc624\ucf00\uc2a4\ud2b8\ub808\uc774\uc158 \ub3c4\uad6c\uc758 \ud65c\uc6a9\uc785\ub2c8\ub2e4. Docker, Kubernetes\uc640 \uac19\uc740 \ucee8\ud14c\uc774\ub108 \uae30\uc220\uc740 \uc11c\ube44\uc2a4 \ubc30\ud3ec\uc758 \uc77c\uad00\uc131\uc744 \uc720\uc9c0\ud558\uace0, \uac01 \uc11c\ube44\uc2a4\uc5d0 \ub300\ud574 \ub3c5\ub9bd\uc801\uc778 \ubc30\ud3ec \ud658\uacbd\uc744 \uc81c\uacf5\ud568\uc73c\ub85c\uc368 \ubc84\uc804 \ucda9\ub3cc \ubb38\uc81c\ub97c \uc644\ud654\ud558\ub294 \uc5ed\ud560\uc744 \ud569\ub2c8\ub2e4. \ud2b9\ud788, Kubernetes\uc758 \ub864\ub9c1 \uc5c5\ub370\uc774\ud2b8, \ube14\ub8e8\/\uadf8\ub9b0 \ubc30\ud3ec \uc804\ub7b5\uc740 \ud2b8\ub798\ud53d\uc744 \uc810\uc9c4\uc801\uc73c\ub85c \uc0c8\ub85c\uc6b4 \ubc84\uc804\uc73c\ub85c \uc804\ud658\ud568\uc73c\ub85c\uc368, \ubb38\uc81c\uac00 \ubc1c\uc0dd\ud560 \uacbd\uc6b0 \ube60\ub978 \ub864\ubc31\uc774 \uac00\ub2a5\ud558\ub3c4\ub85d \uad6c\uc131\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc2e4\uc81c Globex Corporation\uc758 \uc0ac\ub840\uc5d0\uc11c\ub294 Kubernetes\ub97c \ud65c\uc6a9\ud55c \ube14\ub8e8\/\uadf8\ub9b0 \ubc30\ud3ec \uc804\ub7b5\uc73c\ub85c 99.9%\uc758 \ubc30\ud3ec \uc548\uc815\uc131\uc744 \ub2ec\uc131\ud55c \ubc14 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc138 \ubc88\uc9f8 \uc804\ub7b5\uc73c\ub85c\ub294 \uc790\ub3d9\ud654\ub41c \ud14c\uc2a4\ud2b8 \uc2dc\uc2a4\ud15c\uc758 \uad6c\ucd95\uc744 \ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub2e8\uc704 \ud14c\uc2a4\ud2b8, \ud1b5\ud569 \ud14c\uc2a4\ud2b8, E2E(End-to-End) \ud14c\uc2a4\ud2b8 \ub4f1\uc744 \uc804\uba74\uc5d0 \ub3c4\uc785\ud558\uc5ec \uac01 \uc11c\ube44\uc2a4\uc758 \ubcc0\uacbd \uc0ac\ud56d\uc774 \uc804\uccb4 \uc2dc\uc2a4\ud15c\uc5d0 \ubbf8\uce58\ub294 \uc601\ud5a5\uc744 \uc0ac\uc804\uc5d0 \ucc28\ub2e8\ud558\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4. CI\/CD \ud30c\uc774\ud504\ub77c\uc778\uc5d0 \uc774\ub7ec\ud55c \ud14c\uc2a4\ud2b8 \ub2e8\uacc4\ub97c \ud3ec\ud568\uc2dc\ud0a4\uba74, \ucf54\ub4dc\uac00 \ubc30\ud3ec\ub418\uae30 \uc804\uc5d0 \ubbf8\uc138\ud55c \ucda9\ub3cc \ubb38\uc81c\uc870\ucc28\ub3c4 \ubc1c\uacac\ud560 \uc218 \uc788\uc73c\uba70, \uc774\ub97c \ud1b5\ud574 \ubd88\ud544\uc694\ud55c \ubc30\ud3ec \uc2e4\ud328\ub97c \uc608\ubc29\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ucd5c\uadfc \uc5f0\uad6c\uc5d0 \ub530\ub974\uba74, \uc790\ub3d9\ud654 \ud14c\uc2a4\ud2b8 \uc2dc\uc2a4\ud15c\uc744 \ub3c4\uc785\ud55c \uae30\uc5c5\uc740 \ubc30\ud3ec \uc2e4\ud328\uc728\uc744 40% \uc774\uc0c1 \uac10\uc18c\uc2dc\ud0a8 \uc0ac\ub840\uac00 \ub2e4\uc218 \ubcf4\uace0\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ub124 \ubc88\uc9f8 \uc804\ub7b5\uc740 \ubd84\uc0b0 \ud2b8\ub808\uc774\uc2f1 \ubc0f \ub85c\uae45 \uc2dc\uc2a4\ud15c\uc758 \ub3c4\uc785\uc785\ub2c8\ub2e4. MSA \ud658\uacbd\uc5d0\uc11c\ub294 \uac01 \uc11c\ube44\uc2a4\uac00 \ub3c5\ub9bd\uc801\uc73c\ub85c \ubc30\ud3ec\ub418\uae30 \ub54c\ubb38\uc5d0, \ubb38\uc81c\uac00 \ubc1c\uc0dd\ud588\uc744 \ub54c \uc774\ub97c \uc2e0\uc18d\ud558\uac8c \ubd84\uc11d\ud558\uae30 \uc704\ud55c \ud1b5\ud569 \ub85c\uadf8 \uad00\ub9ac \uc2dc\uc2a4\ud15c\uc774 \ud544\uc218\uc801\uc785\ub2c8\ub2e4. \ud604\uc7ac \ub9ce\uc740 \uae30\uc5c5\ub4e4\uc774 ELK \uc2a4\ud0dd(Elasticsearch, Logstash, Kibana)\uc774\ub098 Splunk\uc640 \uac19\uc740 \ub3c4\uad6c\ub97c \ud65c\uc6a9\ud558\uc5ec, \uc11c\ube44\uc2a4 \uac04\uc758 \uc0c1\ud638\uc791\uc6a9 \ubc0f \uc624\ub958 \ubc1c\uc0dd \uc6d0\uc778\uc744 \ube60\ub974\uac8c \ubd84\uc11d\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubaa8\ub2c8\ud130\ub9c1 \uc2dc\uc2a4\ud15c\uc740 \ubc30\ud3ec \uc911 \ubc1c\uc0dd\ud558\ub294 \ubb38\uc81c\ub97c \uc2e4\uc2dc\uac04\uc73c\ub85c \uac10\uc9c0\ud558\uace0, \ube60\ub978 \ub300\uc751 \uc870\uce58\ub97c \ucde8\ud560 \uc218 \uc788\ub3c4\ub85d \ub3c4\uc640\uc90d\ub2c8\ub2e4.<\/p>\n<p>\ub2e4\uc12f \ubc88\uc9f8 \uc804\ub7b5\uc740 \ubc84\uc804 \uad00\ub9ac \ubc0f \ubc30\ud3ec \uc815\ucc45\uc758 \ud45c\uc900\ud654\uc785\ub2c8\ub2e4. \uac01 \uc11c\ube44\uc2a4\uc758 \ubc84\uc804\uc744 \uc77c\uad00\ub418\uac8c \uad00\ub9ac\ud558\ub294 \uac83\uc740 \uc804\uccb4 \uc2dc\uc2a4\ud15c\uc758 \uc548\uc815\uc131\uc5d0 \ud070 \uc601\ud5a5\uc744 \ubbf8\uce69\ub2c8\ub2e4. Semantic Versioning(semver)\uacfc \uac19\uc740 \uc815\ucc45\uc744 \ub3c4\uc785\ud558\uba74, \ubc84\uc804 \ubcc0\ud654\uc5d0 \ub530\ub978 \uc601\ud5a5\ub3c4\ub97c \uba85\ud655\ud558\uac8c \ud30c\uc545\ud560 \uc218 \uc788\uc73c\uba70, \uc758\uc874\uc131 \ucda9\ub3cc \ubb38\uc81c\ub97c \uc0ac\uc804\uc5d0 \ubc29\uc9c0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub610\ud55c, \uac01 \uc11c\ube44\uc2a4\uc758 \ubc30\ud3ec \uc131\uacf5 \ubc0f \uc2e4\ud328 \uae30\ub85d\uc744 \uccb4\uacc4\uc801\uc73c\ub85c \uad00\ub9ac\ud558\uc5ec, \ubb38\uc81c\uac00 \ubc1c\uc0dd\ud588\uc744 \ub54c \ube60\ub974\uac8c \uc6d0\uc778\uc744 \ubd84\uc11d\ud558\uace0 \ub300\uc751\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc5ec\uc12f \ubc88\uc9f8 \uc804\ub7b5\uc740 \ubaa8\ub2c8\ud130\ub9c1 \ubc0f \uc54c\ub9bc \uc2dc\uc2a4\ud15c\uc758 \uac15\ud654\uc785\ub2c8\ub2e4. \ubc30\ud3ec \ud6c4 \uac01 \uc11c\ube44\uc2a4\uc758 \uc0c1\ud0dc\uc640 \uc131\ub2a5\uc744 \uc9c0\uc18d\uc801\uc73c\ub85c \ubaa8\ub2c8\ud130\ub9c1\ud558\ub294 \uac83\uc740 \ubc84\uc804 \ucda9\ub3cc\uacfc \uad00\ub828\ub41c \ubb38\uc81c\ub97c \uc870\uae30\uc5d0 \uac10\uc9c0\ud558\ub294 \ud575\uc2ec \uc694\uc18c\uc785\ub2c8\ub2e4. Prometheus, Grafana \ub4f1\uacfc \uac19\uc740 \uc624\ud508\uc18c\uc2a4 \ubaa8\ub2c8\ud130\ub9c1 \ub3c4\uad6c\ub97c \ud65c\uc6a9\ud558\uba74, \uac01 \uc11c\ube44\uc2a4\uc758 \uc131\ub2a5 \uc9c0\ud45c\ub97c \uc2e4\uc2dc\uac04\uc73c\ub85c \ud655\uc778\ud560 \uc218 \uc788\uc73c\uba70, \ubb38\uc81c\uac00 \ubc1c\uc0dd\ud588\uc744 \ub54c \uad00\ub9ac\uc790\uc5d0\uac8c \uc989\uc2dc \uc54c\ub9bc\uc744 \ubcf4\ub0bc \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uc7a5\uc560 \ubc1c\uc0dd \uc2dc \uc2e0\uc18d\ud55c \ub300\ucc98\uac00 \uac00\ub2a5\ud574\uc9d1\ub2c8\ub2e4.<\/p>\n<p>\uc77c\uacf1 \ubc88\uc9f8 \uc804\ub7b5\uc740 \uc810\uc9c4\uc801 \ubc30\ud3ec(Gradual Rollout) \uae30\ubc95\uc758 \ub3c4\uc785\uc785\ub2c8\ub2e4. \uc0c8\ub85c\uc6b4 \ubc84\uc804\uc758 \uc11c\ube44\uc2a4\uac00 \ud504\ub85c\ub355\uc158\uc5d0 \ubc18\uc601\ub420 \ub54c, \uc804\uccb4 \ud2b8\ub798\ud53d\uc744 \ud55c\uaebc\ubc88\uc5d0 \uc804\ud658\ud558\uae30\ubcf4\ub2e4\ub294 \uc77c\uc815 \ubd80\ubd84\uc758 \ud2b8\ub798\ud53d\ub9cc \uc810\uc9c4\uc801\uc73c\ub85c \uc0c8\ub85c\uc6b4 \ubc84\uc804\uc73c\ub85c \uc720\ub3c4\ud558\ub294 \ubc29\ubc95\uc785\ub2c8\ub2e4. \uc774 \uacfc\uc815\uc5d0\uc11c \uc11c\ube44\uc2a4\ub97c \ubaa8\ub2c8\ud130\ub9c1\ud558\uba70 \ubb38\uc81c\uac00 \ubc1c\uc0dd\ud558\uba74 \uc989\uc2dc \uc6d0\ub798 \ubc84\uc804\uc73c\ub85c \ub864\ubc31\ud560 \uc218 \uc788\ub294 \uad6c\uc870\ub97c \ub9c8\ub828\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Netflix\uc640 \uac19\uc740 \uae00\ub85c\ubc8c IT \uae30\uc5c5\ub4e4\uc774 \uc774\ub7ec\ud55c \uc804\ub7b5\uc744 \ud65c\uc6a9\ud558\uc5ec \ubc30\ud3ec \uc2dc \ubc1c\uc0dd\ud560 \uc218 \uc788\ub294 \ub9ac\uc2a4\ud06c\ub97c \ucd5c\uc18c\ud654\ud55c \uc0ac\ub840\ub294 \ub9e4\uc6b0 \uc778\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p>\n<p>\uc5ec\ub35f \ubc88\uc9f8 \uc804\ub7b5\uc740 DevOps \ubb38\ud654 \ubc0f \ud611\uc5c5 \ub3c4\uad6c\uc758 \uc801\uadf9\uc801\uc778 \ud65c\uc6a9\uc785\ub2c8\ub2e4. \uac1c\ubc1c \ud300\uacfc \uc6b4\uc601 \ud300 \uac04\uc758 \uc6d0\ud65c\ud55c \uc18c\ud1b5\uc740 \ubc30\ud3ec \uc804\ub7b5\uc758 \uc131\uacf5\uc801\uc778 \uc2e4\ud589\uc5d0 \ub9e4\uc6b0 \uc911\uc694\ud55c \uc694\uc18c\uc785\ub2c8\ub2e4. \uc9c0\uc18d\uc801\uc778 \ud53c\ub4dc\ubc31\uacfc \ubaa8\ub2c8\ud130\ub9c1\uc744 \ud1b5\ud574 \uac01 \ud300\uc774 \ubb38\uc81c\ub97c \ube60\ub974\uac8c \uc778\uc9c0\ud558\uace0 \ud574\uacb0\ud560 \uc218 \uc788\ub294 \ud504\ub85c\uc138\uc2a4\ub97c \uad6c\ucd95\ud558\ub294 \uac83\uc774 \ud544\uc694\ud569\ub2c8\ub2e4. Slack, Jira, Confluence \ub4f1\uacfc \uac19\uc740 \ud611\uc5c5 \ub3c4\uad6c\ub97c \ub3c4\uc785\ud568\uc73c\ub85c\uc368, \ubb38\uc81c \ubc1c\uc0dd \uc2dc \uac01 \ud300\uc774 \uc2e0\uc18d\ud558\uac8c \ub300\uc751\ud560 \uc218 \uc788\ub294 \uccb4\uacc4\ub97c \ub9c8\ub828\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc544\ud649 \ubc88\uc9f8 \uc804\ub7b5\uc740 \uc778\ud504\ub77c\uc2a4\ud2b8\ub7ed\ucc98 \ucf54\ub4dc(Infrastructure as Code, IaC)\ub97c \ud65c\uc6a9\ud55c \uc790\ub3d9\ud654\ub41c \ud658\uacbd \uad6c\uc131\uc785\ub2c8\ub2e4. Terraform, Ansible, AWS CloudFormation \ub4f1\uacfc \uac19\uc740 \ub3c4\uad6c\ub97c \uc0ac\uc6a9\ud558\uba74, \ud658\uacbd \uad6c\uc131\uacfc \ubc30\ud3ec\ub97c \ucf54\ub4dc\ub85c \uad00\ub9ac\ud560 \uc218 \uc788\uc5b4 \uc77c\uad00\uc131\uc744 \ubcf4\uc7a5\ud558\uace0, \uc218\ub3d9 \uc791\uc5c5\uc73c\ub85c \uc778\ud55c \uc2e4\uc218\ub97c \uc904\uc77c \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc790\ub3d9\ud654 \ub3c4\uad6c\ub97c \ud1b5\ud574 \ub3d9\uc77c\ud55c \ubc30\ud3ec \ud658\uacbd\uc744 \uc7ac\ud604\ud560 \uc218 \uc788\uc73c\uba70, \uac01 \ub9b4\ub9ac\uc988\uc758 \ucc28\uc774\ub97c \uba85\ud655\ud558\uac8c \ud30c\uc545\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uacb0\uacfc\uc801\uc73c\ub85c, \ubc30\ud3ec \uc804\ud6c4\uc758 \ud658\uacbd \ucc28\uc774\ub97c \ucd5c\uc18c\ud654\ud558\uc5ec \ubc84\uc804 \ucda9\ub3cc\ub85c \uc778\ud55c \ubb38\uc81c\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \uc608\ubc29\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc5f4 \ubc88\uc9f8 \uc804\ub7b5\uc740 \uc815\uae30\uc801\uc778 \ud68c\uace0 \ubc0f \ud504\ub85c\uc138\uc2a4 \uac1c\uc120\uc785\ub2c8\ub2e4. \ubc30\ud3ec \ud6c4 \ubc1c\uc0dd\ud55c \ubb38\uc81c\ub4e4\uc744 \ucca0\uc800\ud788 \ubd84\uc11d\ud558\uace0, \uadf8 \uacb0\uacfc\ub97c \ubc14\ud0d5\uc73c\ub85c \ud504\ub85c\uc138\uc2a4\ub97c \uac1c\uc120\ud558\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4. \uc8fc\uae30\uc801\uc778 \ud68c\uc758\ub97c \ud1b5\ud574 \uac01 \ub2e8\uacc4\uc5d0\uc11c \ubc1c\uc0dd\ud55c \ubb38\uc81c\uc810\uacfc \uac1c\uc120\uc810\uc744 \uacf5\uc720\ud558\uba74, \ud300 \uc804\uccb4\uc758 \uc5ed\ub7c9\uc744 \uac15\ud654\ud558\uace0, \ub3d9\uc77c\ud55c \ubb38\uc81c\uac00 \ubc18\ubcf5\ub418\uc9c0 \uc54a\ub3c4\ub85d \uc608\ubc29\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc2e4\uc81c Google\uacfc Amazon\uacfc \uac19\uc740 \uae00\ub85c\ubc8c IT \uae30\uc5c5\ub4e4\uc740 \uc815\uae30\uc801\uc778 \ud68c\uace0\ub97c \ud1b5\ud574 \ubc30\ud3ec \uc804\ub7b5\uc744 \uc9c0\uc18d\uc801\uc73c\ub85c \uac1c\uc120\ud574 \uc654\uc73c\uba70, \uc774\ub97c \ud1b5\ud574 \ub192\uc740 \uc548\uc815\uc131\uc744 \uc720\uc9c0\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc774\uc640 \uac19\uc774, \uc548\uc815\uc801\uc778 MSA \ubc30\ud3ec\ub97c \uc704\ud574\uc11c\ub294 \ub2e4\uce35\uc801\uc778 \uc804\ub7b5\uacfc \uccb4\uacc4\uc801\uc778 \uc790\ub3d9\ud654, \uadf8\ub9ac\uace0 \uc9c0\uc18d\uc801\uc778 \ubaa8\ub2c8\ud130\ub9c1\uacfc \ud53c\ub4dc\ubc31 \uba54\ucee4\ub2c8\uc998\uc774 \ud544\uc218\uc801\uc785\ub2c8\ub2e4. \uc704\uc5d0\uc11c \uc0b4\ud3b4\ubcf8 \ub2e4\uc591\ud55c \uc804\ub7b5\ub4e4\uc740 \uc0c1\ud638 \ubcf4\uc644\uc801\uc73c\ub85c \uc791\uc6a9\ud558\uc5ec, \ubc84\uc804 \ucda9\ub3cc\uc744 \uc608\ubc29\ud558\uace0 \uc548\uc815\uc801\uc778 \ubc30\ud3ec\ub97c \ubcf4\uc7a5\ud558\ub294 \ub370 \ud070 \uc5ed\ud560\uc744 \ud569\ub2c8\ub2e4. \uc55e\uc73c\ub85c \uc18c\uac1c\ub420 \uc0ac\ub840 \uc5f0\uad6c\uc640 \uad6c\ud604 \uac00\uc774\ub4dc\ub97c \ud1b5\ud574 \uc774\ub7ec\ud55c \uc804\ub7b5\ub4e4\uc774 \uc2e4\uc81c\ub85c \uc5b4\ub5bb\uac8c \uad6c\ud604\ub418\uace0 \uc788\ub294\uc9c0\uc5d0 \ub300\ud574 \ub354\uc6b1 \uc2ec\ub3c4 \uc788\uac8c \ubd84\uc11d\ud558\uace0\uc790 \ud569\ub2c8\ub2e4.<\/p>\n<h2 id=\"3-%ed%98%84%ec%8b%a4%ec%a0%81%ec%9d%b8-%ec%82%ac%eb%a1%80-%ec%97%b0%ea%b5%ac%ec%99%80-%ec%84%b1%ea%b3%b5-%ec%a0%84%eb%9e%b5-%eb%b6%84%ec%84%9d-ZBXiamUPhz\">3. \ud604\uc2e4\uc801\uc778 \uc0ac\ub840 \uc5f0\uad6c\uc640 \uc131\uacf5 \uc804\ub7b5 \ubd84\uc11d<\/h2>\n<p>\ud604\uc2e4\uc801\uc778 \uc0ac\ub840 \uc5f0\uad6c\ub294 \uc774\ub860\uc801\uc778 \uc804\ub7b5\uc5d0 \uc2e4\uc9c8\uc801\uc778 \uadfc\uac70\uc640 \uc2e0\ub8b0\uc131\uc744 \ubd80\uc5ec\ud558\ub294 \uc911\uc694\ud55c \uc694\uc18c\uc785\ub2c8\ub2e4. \uc5ec\ub7ec \uae00\ub85c\ubc8c \uae30\uc5c5 \ubc0f \uad6d\ub0b4 \uc720\uc218 \uae30\uc5c5\ub4e4\uc740 MSA\ub97c \ub3c4\uc785\ud55c \ud6c4 \ub2e4\uc591\ud55c \ubc84\uc804 \ucda9\ub3cc \ubb38\uc81c\uc5d0 \uc9c1\uba74\ud558\uba74\uc11c \uc774\ub97c \uadf9\ubcf5\ud558\uae30 \uc704\ud55c \uc77c\ub828\uc758 \uc804\ub7b5\ub4e4\uc744 \ub3c4\uc785\ud558\uc600\uc2b5\ub2c8\ub2e4. \uc774\ubc88 \uc139\uc158\uc5d0\uc11c\ub294 \uad6c\uccb4\uc801\uc778 \uc0ac\ub840\uc640 \ud1b5\uacc4\ub97c \uae30\ubc18\uc73c\ub85c, \uc131\uacf5\uc801\uc778 \ubc30\ud3ec \uc804\ub7b5\uc774 \uc5b4\ub5bb\uac8c \uad6c\ud604\ub418\uc5c8\ub294\uc9c0, \uadf8\ub9ac\uace0 \uadf8 \uacfc\uc815\uc5d0\uc11c \uc5bb\uc740 \uc778\uc0ac\uc774\ud2b8\ub97c \uc0c1\uc138\ud788 \ubd84\uc11d\ud574 \ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uba3c\uc800, \uae08\uc735\uad8c\uc758 \ud55c \ub300\ud615 \uc740\ud589\uc740 MSA\ub97c \ub3c4\uc785\ud55c \ud6c4, \ucd08\uae30\uc5d0\ub294 \uac01 \ubd80\uc11c\ubcc4\ub85c \ub3c5\uc790\uc801\uc778 \ubc30\ud3ec \uc815\ucc45\uc744 \uc6b4\uc601\ud558\uc5ec \ubc84\uc804 \ucda9\ub3cc \ubc0f \uc758\uc874\uc131 \ubb38\uc81c\ub85c \ud070 \uc5b4\ub824\uc6c0\uc744 \uacaa\uc5c8\uc2b5\ub2c8\ub2e4. \ub2f9\uc2dc \uc774 \uc740\ud589\uc740 \ubd84\uc0b0\ub41c \uac1c\ubc1c \ud658\uacbd\uc73c\ub85c \uc778\ud574 API \uacc4\uc57d\uc774 \uccb4\uacc4\uc801\uc73c\ub85c \uad00\ub9ac\ub418\uc9c0 \uc54a\uc558\uace0, \uc11c\ube44\uc2a4 \uac04\uc758 \uba85\ud655\ud55c \ubc84\uc804 \uad00\ub9ac\uac00 \uc774\ub8e8\uc5b4\uc9c0\uc9c0 \uc54a\uc740 \ubb38\uc81c\uac00 \uc788\uc5c8\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc0c1\ud669\uc5d0\uc11c \uc740\ud589\uc740 \uc804\uc0ac\uc801\uc778 DevOps \ubb38\ud654 \uc815\ucc29\uacfc CI\/CD \ud30c\uc774\ud504\ub77c\uc778 \uc790\ub3d9\ud654\ub97c \ud1b5\ud574 \ubb38\uc81c \ud574\uacb0\uc744 \uc2dc\ub3c4\ud558\uc600\uc2b5\ub2c8\ub2e4. \uad6c\uccb4\uc801\uc73c\ub85c, API \uba85\uc138\uc11c\uc758 \uc77c\uad00\uc131 \ud655\ubcf4, \ud1b5\ud569 \ud14c\uc2a4\ud2b8 \uc790\ub3d9\ud654, \uadf8\ub9ac\uace0 \ube14\ub8e8\/\uadf8\ub9b0 \ubc30\ud3ec \uc804\ub7b5 \ub3c4\uc785\uc73c\ub85c \uc810\uc9c4\uc801\uc778 \ud2b8\ub798\ud53d \uc804\ud658\uc744 \uc2e4\uc2dc\ud568\uc73c\ub85c\uc368, \ubc30\ud3ec \uc2e4\ud328\uc728\uc744 50% \uc774\uc0c1 \uac10\uc18c\uc2dc\ud0a4\ub294 \uc131\uacfc\ub97c \ub2ec\uc131\ud558\uc600\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ub450 \ubc88\uc9f8 \uc0ac\ub840\ub85c\ub294 \uae00\ub85c\ubc8c \uc804\uc790\uc0c1\uac70\ub798 \uae30\uc5c5\uc758 \uc0ac\ub840\uac00 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uae30\uc5c5\uc740 \ub2e4\uc591\ud55c \uc11c\ube44\uc2a4 \uac04\uc758 \uc758\uc874\uc131 \ubb38\uc81c\ub97c \ud574\uacb0\ud558\uae30 \uc704\ud574, API \uac8c\uc774\ud2b8\uc6e8\uc774\uc640 \uc11c\ube44\uc2a4 \uba54\uc2dc(Service Mesh) \uae30\ubc18\uc758 \ud1b5\ud569 \uad00\ub9ac \uc2dc\uc2a4\ud15c\uc744 \ub3c4\uc785\ud558\uc600\uc2b5\ub2c8\ub2e4. \uc11c\ube44\uc2a4 \uba54\uc2dc\ub97c \ud65c\uc6a9\ud558\uba74 \uac01 \uc11c\ube44\uc2a4\uc758 \ud2b8\ub798\ud53d \uc81c\uc5b4 \ubc0f \ubaa8\ub2c8\ud130\ub9c1\uc774 \uc6a9\uc774\ud574\uc9c0\uba70, \ub3d9\uc2dc\uc5d0 \ubc84\uc804 \ucda9\ub3cc\uc774 \ubc1c\uc0dd\ud588\uc744 \ub54c \ud2b9\uc815 \uc11c\ube44\uc2a4\ub9cc \uc2e0\uc18d\ud558\uac8c \ub864\ubc31\ud560 \uc218 \uc788\ub294 \uad6c\uc870\ub97c \ub9c8\ub828\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \ud68c\uc0ac\ub294 Istio\uc640 Envoy \ud504\ub85d\uc2dc\ub97c \uacb0\ud569\ud55c \uc194\ub8e8\uc158\uc744 \ub3c4\uc785\ud558\uc5ec, \uac01 \uc11c\ube44\uc2a4\uc758 \ubcc0\uacbd \uc0ac\ud56d\uc744 \uc2e4\uc2dc\uac04\uc73c\ub85c \uac10\uc9c0\ud558\uace0 \ub300\uc751\ud558\uc600\uc73c\uba70, \uadf8 \uacb0\uacfc \ud3c9\uade0 \uc7a5\uc560 \uc2dc\uac04\uc744 30% \ub2e8\ucd95\ud558\ub294 \ud6a8\uacfc\ub97c \ubcf4\uc600\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc138 \ubc88\uc9f8 \uc0ac\ub840\ub294 IT \uc2a4\ud0c0\ud2b8\uc5c5\uc758 \uc774\uc57c\uae30\uc785\ub2c8\ub2e4. \uc774 \uc2a4\ud0c0\ud2b8\uc5c5\uc740 \ucd08\uae30 \ub2e8\uacc4\ubd80\ud130 MSA \ub3c4\uc785\uc744 \ud1b5\ud574 \ube60\ub978 \uc2dc\uc7a5 \uc9c4\uc785\uacfc \uae30\ub2a5 \ud655\uc7a5\uc744 \ucd94\uad6c\ud558\uc600\uc73c\ub098, \ubc30\ud3ec \uacfc\uc815\uc5d0\uc11c \uc7a6\uc740 \ubc84\uc804 \ucda9\ub3cc\uacfc \ub0b4\ubd80 \uc758\uc874\uc131 \ubb38\uc81c\ub85c \uc5b4\ub824\uc6c0\uc744 \uacaa\uc5c8\uc2b5\ub2c8\ub2e4. \uc774\uc5d0 \ub530\ub77c \uc774\ub4e4\uc740 \ubaa8\ub2c8\ud130\ub9c1 \ubc0f \uc54c\ub9bc \uc2dc\uc2a4\ud15c\uc744 \uac15\ud654\ud558\uace0, \uc790\ub3d9\ud654\ub41c \ud14c\uc2a4\ud2b8 \ubc0f \ub9b4\ub9ac\uc988 \uad00\ub9ac \uc2dc\uc2a4\ud15c\uc744 \ub3c5\uc790\uc801\uc73c\ub85c \uad6c\ucd95\ud558\uc600\uc2b5\ub2c8\ub2e4. \uc774\uc640 \uac19\uc740 \ud658\uacbd \uac1c\uc120\uc744 \ud1b5\ud574, \ubc30\ud3ec \uc2dc \ubc1c\uc0dd\ud558\ub294 \uc624\ub958\ub97c \uc2e4\uc2dc\uac04\uc73c\ub85c \uac10\uc9c0\ud558\uace0, \ub864\ubc31 \ud504\ub85c\uc138\uc2a4\ub97c \uc2e0\uc18d\ud558\uac8c \uc218\ud589\ud568\uc73c\ub85c\uc368 \uace0\uac1d \uc11c\ube44\uc2a4 \uc911\ub2e8 \uc2dc\uac04\uc744 70% \uc774\uc0c1 \ub2e8\ucd95\ud558\ub294 \uc131\uacfc\ub97c \ub0c8\uc2b5\ub2c8\ub2e4. \ud2b9\ud788, \uc774\ub4e4\uc740 Grafana\uc640 Prometheus\ub97c \ud65c\uc6a9\ud55c \ubaa8\ub2c8\ud130\ub9c1 \uc2dc\uc2a4\ud15c\uacfc Slack \uae30\ubc18\uc758 \uc2e4\uc2dc\uac04 \uc54c\ub9bc \uc2dc\uc2a4\ud15c\uc744 \ud1b5\ud569\ud558\uc5ec \ud300 \uac04\uc758 \uc2e0\uc18d\ud55c \ub300\uc751 \uccb4\uacc4\ub97c \uad6c\ucd95\ud558\uc600\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ub124 \ubc88\uc9f8 \uc0ac\ub840\ub294 \uc81c\uc870\uc5c5 \ubd84\uc57c\uc758 \uae30\uc5c5 \uc0ac\ub840\uc785\ub2c8\ub2e4. \uc774 \uae30\uc5c5\uc740 IoT\uc640 MSA\ub97c \uacb0\ud569\ud55c \uc2dc\uc2a4\ud15c\uc744 \uc6b4\uc601\ud558\uba70, \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ucc98\ub9ac\uc640 \ubd84\uc11d\uc744 \ud1b5\ud574 \uc0dd\uc0b0 \ub77c\uc778\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \uc788\uc5c8\uc2b5\ub2c8\ub2e4. \uadf8\ub7ec\ub098 \ucd08\uae30\uc5d0\ub294 \uc11c\ub85c \ub2e4\ub978 \uc11c\ube44\uc2a4 \uac04 \ub370\uc774\ud130 \ud3ec\ub9f7\uacfc \ubc84\uc804\uc774 \uc0c1\uc774\ud558\uc5ec, \ub370\uc774\ud130 \uc815\ud569\uc131 \ubb38\uc81c\uc640 \ud568\uaed8 \ubc84\uc804 \ucda9\ub3cc \ubb38\uc81c\uac00 \uc9c0\uc18d\uc801\uc73c\ub85c \ubc1c\uc0dd\ud558\uc600\uc2b5\ub2c8\ub2e4. \uc774\ub97c \ud574\uacb0\ud558\uae30 \uc704\ud574, \uc774 \uae30\uc5c5\uc740 \ub370\uc774\ud130 \uc2a4\ud0a4\ub9c8 \uad00\ub9ac \uc815\ucc45\uc744 \uc218\ub9bd\ud558\uace0, \uac01 \uc11c\ube44\uc2a4 \uac04\uc758 \ub370\uc774\ud130 \ud615\uc2dd\uc744 \ud1b5\uc77c\ud558\ub294 \uc791\uc5c5\uc744 \uc9c4\ud589\ud558\uc600\uc2b5\ub2c8\ub2e4. \ub610, \uc11c\ube44\uc2a4 \uac04\uc758 \ubc84\uc804 \uad00\ub828 \uc815\ubcf4\uc640 \ubcc0\uacbd \uc774\ub825\uc744 \ud55c \uacf3\uc5d0\uc11c \uad00\ub9ac\ud560 \uc218 \uc788\ub294 \ud50c\ub7ab\ud3fc\uc744 \ub3c4\uc785\ud558\uc5ec, \ucd94\ud6c4 \ubcc0\uacbd\uc774 \ubc1c\uc0dd\ud560 \uacbd\uc6b0\uc5d0\ub3c4 \uc2e0\uc18d\ud558\uac8c \ub300\uc751\ud560 \uc218 \uc788\ub3c4\ub85d \uc2dc\uc2a4\ud15c \uc804\ubc18\uc5d0 \ub300\ud55c \ubaa8\ub2c8\ud130\ub9c1 \uccb4\uacc4\ub97c \uac15\ud654\ud558\uc600\uc2b5\ub2c8\ub2e4. \uc774 \uacb0\uacfc, \ub370\uc774\ud130 \ucc98\ub9ac \uc624\ub958\uc728\uc774 80% \uc774\uc0c1 \uac10\uc18c\ud558\ub294 \uc131\uacfc\ub97c \ubcf4\uc600\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ub2e4\uc12f \ubc88\uc9f8 \uc0ac\ub840\ub294 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \uc2a4\ud0c0\ud2b8\uc5c5\uc774 \ucc44\ud0dd\ud55c \uc804\ub7b5\uc785\ub2c8\ub2e4. \uc774 \uc2a4\ud0c0\ud2b8\uc5c5\uc740 \ucc98\uc74c\ubd80\ud130 \ud074\ub77c\uc6b0\ub4dc \ub124\uc774\ud2f0\ube0c \ud658\uacbd\uc5d0\uc11c MSA\ub97c \ub3c4\uc785\ud558\uace0, \ubaa8\ub4e0 \uc11c\ube44\uc2a4\ub97c \ucee8\ud14c\uc774\ub108 \ud658\uacbd\uc5d0\uc11c \uc624\ucf00\uc2a4\ud2b8\ub808\uc774\uc158 \ud558\uc600\uc2b5\ub2c8\ub2e4. \ucd08\uae30\uc5d0\ub294 \ucee8\ud14c\uc774\ub108 \uc774\ubbf8\uc9c0 \ubc84\uc804 \uad00\ub9ac \ubbf8\ud761\uacfc \uc798\ubabb \uad6c\uc131\ub41c \ubc30\ud3ec \ud30c\uc774\ud504\ub77c\uc778\uc73c\ub85c \uc778\ud574 \ubc84\uc804 \ucda9\ub3cc \ubb38\uc81c\uac00 \ube48\ubc88\ud558\uac8c \ubc1c\uc0dd\ud558\uc600\uc73c\ub098, \uc774\ud6c4 CI\/CD \ud30c\uc774\ud504\ub77c\uc778\uc5d0 \ub300\ud55c \uc804\uba74 \uc7ac\uad6c\uc131\uc744 \ub2e8\ud589\ud558\uc600\uc2b5\ub2c8\ub2e4. \ucf54\ub4dc \ubcc0\uacbd \uc0ac\ud56d\uc774 PR(Pull Request) \ub2e8\uacc4\uc5d0\uc11c\ubd80\ud130 \uc790\ub3d9\ud654 \ud14c\uc2a4\ud2b8\uc640 \ud568\uaed8 \uac80\uc99d\ub418\ub3c4\ub85d \uc124\uc815\ud558\uace0, \uc2e4\uc81c \ubc30\ud3ec \uc2dc\uc5d0\ub3c4 Kubernetes\uc758 \ub864\ub9c1 \uc5c5\ub370\uc774\ud2b8 \uae30\ub2a5\uc744 \uc801\uadf9 \ud65c\uc6a9\ud568\uc73c\ub85c\uc368 \ubb38\uc81c\uac00 \ubc1c\uacac\ub41c \uacbd\uc6b0 \uc989\uc2dc \ub864\ubc31\ud560 \uc218 \uc788\ub294 \ud658\uacbd\uc744 \uad6c\ucd95\ud558\uc600\uc2b5\ub2c8\ub2e4. \uc774 \uacb0\uacfc, \ubc30\ud3ec \uc911 \ub4f1\uc7a5\ud558\ub294 \ucda9\ub3cc \uc624\ub958\uac00 60% \uc774\uc0c1 \uac10\uc18c\ud558\uc600\uc73c\uba70, \uc804\uccb4 \uc6b4\uc601 \uc2dc\uc2a4\ud15c\uc758 \uc548\uc815\uc131\uc774 \ud06c\uac8c \ud5a5\uc0c1\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc5ec\uc12f \ubc88\uc9f8 \uc0ac\ub840\uc5d0\uc11c\ub294 \uc11c\ube44\uc2a4 \uba54\uc2dc\ub97c \ub3c4\uc785\ud55c \uae00\ub85c\ubc8c \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uae30\uc5c5\uc758 \uc0ac\ub840\ub97c \ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uae30\uc5c5\uc740 \uc5ec\ub7ec \ud300\uc774 \uc11c\ub85c \ub3c5\ub9bd\uc801\uc73c\ub85c \uc11c\ube44\uc2a4 \uac1c\ubc1c\uc744 \uc9c4\ud589\ud558\ub294 \uac00\uc6b4\ub370, API \ubc84\uc804 \ubd88\uc77c\uce58 \ubb38\uc81c\uc640 \ub77c\uc774\ube0c\ub7ec\ub9ac \uc885\uc18d\uc131 \ubb38\uc81c\ub85c \uc778\ud574 \ucd08\uae30 \ubc30\ud3ec\uc5d0 \uc5b4\ub824\uc6c0\uc744 \uacaa\uc5c8\uc2b5\ub2c8\ub2e4. \uc774\uc5d0 \ub530\ub77c Istio \uae30\ubc18\uc758 \uc11c\ube44\uc2a4 \uba54\uc2dc\ub97c \ub3c4\uc785\ud558\uc5ec, \uac01 \uc11c\ube44\uc2a4 \uac04 \ud2b8\ub798\ud53d \uc81c\uc5b4 \ubc0f \uc138\ubc00\ud55c \ubaa8\ub2c8\ud130\ub9c1 \uc2dc\uc2a4\ud15c\uc744 \uad6c\ucd95\ud558\uc600\uc73c\uba70, \uc774\ub97c \ud1b5\ud574 \uc2e4\uc81c \uc7a5\uc560 \ubc1c\uc0dd \uc2dc \uc6d0\uc778\uc744 \uc2e0\uc18d\ud558\uac8c \ud30c\uc545\ud558\uace0 \ub300\uc751 \uccb4\uacc4\ub97c \ub9c8\ub828\ud558\uc600\uc2b5\ub2c8\ub2e4. \uacb0\uacfc\uc801\uc73c\ub85c \uc7a5\uc560 \ud574\uacb0 \uc2dc\uac04\uc774 \ud3c9\uade0 40% \uc774\uc0c1 \ub2e8\ucd95\ub418\uc5c8\uc73c\uba70, \ub9b4\ub9ac\uc988 \uc8fc\uae30\uac00 \ud06c\uac8c \ub2e8\ucd95\ub418\ub294 \uae0d\uc815\uc801\uc778 \ud6a8\uacfc\ub97c \uac00\uc838\uc654\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc77c\uacf1 \ubc88\uc9f8 \uc0ac\ub840\ub294 \ub300\uaddc\ubaa8 \ub370\uc774\ud130 \uc13c\ud130\ub97c \uc6b4\uc601\ud558\ub294 IT \uae30\uc5c5\uc758 \uc0ac\ub840\uc785\ub2c8\ub2e4. \uc774 \uae30\uc5c5\uc740 \ub0b4\ubd80\uc801\uc73c\ub85c \uc218\ubc31 \uac1c\uc5d0 \ub2ec\ud558\ub294 \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4\ub97c \uc6b4\uc601\ud558\uba74\uc11c, \uc11c\ube44\uc2a4 \uac04\uc758 \ubc84\uc804 \uc758\uc874\uc131 \ubb38\uc81c\ub85c \uc778\ud574 \ubcf5\uc7a1\ud55c \uc0c1\ud669\uc5d0 \uc9c1\uba74\ud558\uc600\uc2b5\ub2c8\ub2e4. \uc774 \ubb38\uc81c\ub97c \ud574\uacb0\ud558\uae30 \uc704\ud574, \uc774\ub4e4\uc740 \uac01 \uc11c\ube44\uc2a4 \ubc84\uc804 \uc815\ubcf4\ub97c \ud1b5\ud569 \uad00\ub9ac\ud560 \uc218 \uc788\ub294 \uc911\uc559 \ub808\uc9c0\uc2a4\ud2b8\ub9ac \uc2dc\uc2a4\ud15c\uc744 \uad6c\ucd95\ud558\uc600\uc73c\uba70, \ubaa8\ub4e0 \uc11c\ube44\uc2a4 \ubcc0\uacbd \uc0ac\ud56d\uc5d0 \ub300\ud574 \uccb4\uacc4\uc801\uc778 \uc2b9\uc778 \uc808\ucc28\uc640 \ud14c\uc2a4\ud2b8 \ud504\ub85c\uc138\uc2a4\ub97c \ub3c4\uc785\ud558\uc600\uc2b5\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574, \ubc84\uc804 \ucda9\ub3cc\ub85c \uc778\ud55c \uc6b4\uc601 \uc7a5\uc560\uac00 70% \uc774\uc0c1 \uac10\uc18c\ud558\uc600\uace0, \uac01 \ub9b4\ub9ac\uc988\uc758 \uc548\uc815\uc131\uc774 \ud06c\uac8c \ud5a5\uc0c1\ub41c \uac83\uc73c\ub85c \ud3c9\uac00\ubc1b\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc5ec\ub35f \ubc88\uc9f8 \uc0ac\ub840\ub294 \ud1b5\uc2e0 \ubd84\uc57c\uc758 \uae00\ub85c\ubc8c \uae30\uc5c5\uc774 \ub3c4\uc785\ud55c \uc804\ub7b5\uc785\ub2c8\ub2e4. \uc774 \uae30\uc5c5\uc740 \uc804 \uc138\uacc4\uc5d0 \ubd84\uc0b0\ub41c \ub370\uc774\ud130 \uc13c\ud130\ub97c \uc6b4\uc601\ud558\uba70, \uac01 \uc9c0\uc5ed\ubcc4\ub85c \ub2e4\uc591\ud55c \ubc84\uc804\uc758 \uc18c\ud504\ud2b8\uc6e8\uc5b4\ub97c \ub3d9\uc2dc\uc5d0 \uc6b4\uc601\ud558\uace0 \uc788\uc5c8\uc2b5\ub2c8\ub2e4. \uc774\ub97c \ud574\uacb0\ud558\uae30 \uc704\ud574, \uc9c0\uc5ed\ubcc4 \ubc30\ud3ec \uc815\ucc45\uc744 \ud45c\uc900\ud654\ud558\uace0, \uc911\uc559 \uc9d1\uc911\uc2dd \ubaa8\ub2c8\ud130\ub9c1 \uc2dc\uc2a4\ud15c\uc744 \ub3c4\uc785\ud558\uc600\uc2b5\ub2c8\ub2e4. \ub610\ud55c, API \uac8c\uc774\ud2b8\uc6e8\uc774\uc640 \ubd84\uc0b0 \ud2b8\ub808\uc774\uc2f1 \uc2dc\uc2a4\ud15c\uc744 \ubcd1\ud589\ud558\uc5ec, \uac01 \uc9c0\uc5ed\uc5d0\uc11c \ubc1c\uc0dd\ud55c \ubc84\uc804 \ucda9\ub3cc \uc774\uc288\ub97c \uc2e0\uc18d\ud558\uac8c \uac10\uc9c0\ud558\uace0 \ub300\uc751\ud558\ub294 \uccb4\uacc4\ub97c \uad6c\ucd95\ud558\uc600\uc2b5\ub2c8\ub2e4. \uadf8 \uacb0\uacfc, \uad6d\uac00 \uac04 \ubc30\ud3ec \uc815\ucc45\uc758 \ucc28\uc774\ub85c \uc778\ud55c \ubb38\uc81c \ubc1c\uc0dd\ub960\uc774 \ub208\uc5d0 \ub744\uac8c \ub0ae\uc544\uc84c\uc73c\uba70, \uace0\uac1d \ub9cc\uc871\ub3c4\uac00 \ud06c\uac8c \ud5a5\uc0c1\ub41c \uc0ac\ub840\ub85c \ud3c9\uac00\ubc1b\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc544\ud649 \ubc88\uc9f8 \uc0ac\ub840\uc5d0\uc11c\ub294 IT \ucee8\uc124\ud305 \uae30\uc5c5\uc774 \uc218\ud589\ud55c \ud504\ub85c\uc81d\ud2b8\ub97c \uc0b4\ud3b4\ubcfc \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ud574\ub2f9 \uae30\uc5c5\uc740 \ud074\ub77c\uc774\uc5b8\ud2b8\uc758 MSA \ub3c4\uc785 \uc804\ubc18\uc5d0 \uac78\uccd0 \uc804\ub7b5 \uc218\ub9bd, \ubc30\ud3ec \ud30c\uc774\ud504\ub77c\uc778 \uad6c\ucd95, \uadf8\ub9ac\uace0 \ubb38\uc81c \ubc1c\uc0dd \uc2dc \uc2e0\uc18d \ub300\uc751\uc744 \uc704\ud55c \ubaa8\ub2c8\ud130\ub9c1 \uc2dc\uc2a4\ud15c\uc744 \uc885\ud569\uc801\uc73c\ub85c \uc124\uacc4\ud558\uc600\uc2b5\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \ud074\ub77c\uc774\uc5b8\ud2b8\ub294 \ucd08\uae30 \ubc30\ud3ec \uc774\ud6c4 \ubc1c\uc0dd\ud55c \ubc84\uc804 \ucda9\ub3cc \ubb38\uc81c\ub97c \uc2e0\uc18d\ud558\uac8c \ud574\uacb0\ud560 \uc218 \uc788\uc5c8\uace0, \uc2dc\uc2a4\ud15c \uc804\uccb4\uc758 \uc2e0\ub8b0\ub3c4\ub97c \ub192\uc77c \uc218 \uc788\uc5c8\uc2b5\ub2c8\ub2e4. \uc774 \ud504\ub85c\uc81d\ud2b8\uc758 \uc131\uacf5 \uc694\uc778\uc740 \ubb34\uc5c7\ubcf4\ub2e4\ub3c4 \uccb4\uacc4\uc801\uc778 \ud14c\uc2a4\ud2b8\uc640 \ubc30\ud3ec \uc804 \ub2e8\uacc4\uc5d0\uc11c\uc758 \uc138\ubc00\ud55c \uc810\uac80 \uc808\ucc28\ub77c\uace0 \ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc5f4 \ubc88\uc9f8 \uc0ac\ub840\ub294 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uac1c\ubc1c \ucee4\ubba4\ub2c8\ud2f0\uc5d0\uc11c \ub110\ub9ac \uacf5\uc720\ub418\ub294 \ubaa8\ubc94 \uc0ac\ub840\ub85c, \ub2e4\uc591\ud55c \uc911\uc18c\uae30\uc5c5\ub4e4\uc774 \ucc44\ud0dd\ud55c \uc804\ub7b5\uc785\ub2c8\ub2e4. \uc774\ub4e4 \uae30\uc5c5\uc740 \uac01\uc790\uc758 \ud658\uacbd\uacfc \ud2b9\uc131\uc5d0 \ub9de\ucdb0 API \ubc84\uc804 \uad00\ub9ac, \uc790\ub3d9\ud654 \ud14c\uc2a4\ud2b8, \ub864\ub9c1 \uc5c5\ub370\uc774\ud2b8, \uc11c\ube44\uc2a4 \uba54\uc2dc \ub3c4\uc785 \ub4f1 \uc5ec\ub7ec \uc804\ub7b5\uc744 \ubcf5\ud569\uc801\uc73c\ub85c \uc801\uc6a9\ud558\uc5ec, \uc11c\ube44\uc2a4 \ubc84\uc804 \ucda9\ub3cc \ubb38\uc81c\ub97c \uadfc\ubcf8\uc801\uc73c\ub85c \ud574\uc18c\ud558\ub294 \ub370 \uc131\uacf5\ud558\uc600\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubaa8\ubc94 \uc0ac\ub840\ub4e4\uc740 \uacf5\uac1c\ub41c \ubc31\uc11c\uc640 \uc138\ubbf8\ub098\ub97c \ud1b5\ud574 \uc9c0\uc18d\uc801\uc73c\ub85c \uacf5\uc720\ub418\uace0 \uc788\uc73c\uba70, \ub9ce\uc740 \uae30\uc5c5\ub4e4\uc774 \uc774\ub97c \ucc38\uace0\ud558\uc5ec \uc790\uccb4 \ubc30\ud3ec \uc804\ub7b5\uc744 \uac1c\uc120\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc885\ud569\ud574 \ubcf4\uba74, \uc704\uc758 \uc0ac\ub840\ub4e4\uc740 MSA \ud658\uacbd\uc5d0\uc11c \ubc84\uc804 \ucda9\ub3cc \ubb38\uc81c\ub97c \ud574\uacb0\ud558\uae30 \uc704\ud55c \ub2e4\uc591\ud55c \uc804\ub7b5\uc801 \uc811\uadfc \ubc29\uc2dd\uc774 \uc2e4\ubb34\uc5d0\uc11c \uc5b4\ub5bb\uac8c \ud6a8\uacfc\uc801\uc73c\ub85c \uc801\uc6a9\ub418\uace0 \uc788\ub294\uc9c0\ub97c \ubcf4\uc5ec\uc90d\ub2c8\ub2e4. \uac01 \uc0ac\ub840\ub294 \uaddc\ubaa8\uc640 \uc0b0\uc5c5 \ubd84\uc57c\uc5d0 \ub530\ub77c \ub2e4\uc18c \ucc28\uc774\uac00 \uc788\ub354\ub77c\ub3c4, \ubcf8\uc9c8\uc801\uc73c\ub85c\ub294 \ucca0\uc800\ud55c \uc790\ub3d9\ud654, \ud45c\uc900\ud654\ub41c \ubc84\uc804 \uad00\ub9ac, \uadf8\ub9ac\uace0 \uc2e0\uc18d\ud55c \ubaa8\ub2c8\ud130\ub9c1\uacfc \ub864\ubc31 \uccb4\uacc4\uac00 \uc804\ubc18\uc801\uc778 \uc548\uc815\uc131\uc744 \ud655\ubcf4\ud558\ub294 \ub370 \ud575\uc2ec\uc801\uc778 \uc5ed\ud560\uc744 \ud55c\ub2e4\ub294 \uacf5\ud1b5\uc810\uc744 \uac00\uc9c0\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uae30\uc5c5\ub4e4\uc740 \ubc30\ud3ec \uc2e4\ud328\ub85c \uc778\ud55c \ube44\uc6a9 \uc190\uc2e4\uc744 \ucd5c\uc18c\ud654\ud558\uace0, \uace0\uac1d\uc5d0\uac8c \ubcf4\ub2e4 \uc548\uc815\uc801\uc778 \uc11c\ube44\uc2a4\ub97c \uc81c\uacf5\ud560 \uc218 \uc788\uac8c \ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc774\uc640 \uac19\uc774, \ud604\uc2e4\uc801\uc778 \uc0ac\ub840 \uc5f0\uad6c\uc640 \uc131\uacf5 \uc804\ub7b5 \ubd84\uc11d\uc744 \ud1b5\ud574 MSA \ud658\uacbd\uc5d0\uc11c \ubc84\uc804 \ucda9\ub3cc \ubb38\uc81c\ub97c \ud574\uacb0\ud558\uae30 \uc704\ud55c \uad6c\uccb4\uc801\uc774\uace0 \uc2e4\ud589 \uac00\ub2a5\ud55c \uc811\uadfc\ubc95\ub4e4\uc774 \uc874\uc7ac\ud568\uc744 \ud655\uc778\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uac01 \uc0ac\ub840\uc5d0\uc11c \uc5bb\uc740 \uad50\ud6c8\uc740 \ub2e8\uc21c\ud788 \uae30\uc220\uc801\uc778 \uce21\uba74\uc744 \ub118\uc5b4 \uc870\uc9c1 \uc804\uccb4\uc758 \ubb38\ud654\uc640 \ud504\ub85c\uc138\uc2a4 \uac1c\uc120\uc73c\ub85c \uc774\uc5b4\uc84c\uc73c\uba70, \uc774\ub97c \ud1b5\ud574 \uc9c0\uc18d\uc801\uc778 \uc131\uc7a5\uc744 \uc774\ub8f0 \uc218 \uc788\ub294 \uae30\ubc18\uc744 \ub9c8\ub828\ud588\ub2e4\uace0 \ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc131\uacf5 \uc0ac\ub840\ub4e4\uc740 \uc55e\uc73c\ub85c\uc758 MSA \ubc30\ud3ec \uc804\ub7b5 \uc218\ub9bd\uc5d0 \uc911\uc694\ud55c \ucc38\uace0\uc790\ub8cc\ub85c \ud65c\uc6a9\ub420 \uac83\uc774\uba70, \uc2e4\ubb34\uc790\ub4e4\uc5d0\uac8c \ub9ce\uc740 \uc778\uc0ac\uc774\ud2b8\ub97c \uc81c\uacf5\ud560 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<h2 id=\"4-%ec%8b%a4%ec%a0%9c-%ea%b5%ac%ed%98%84-%ea%b0%80%ec%9d%b4%eb%93%9c%ec%99%80-%ec%bd%94%eb%93%9c-%ec%98%88%ec%a0%9c-%ea%b8%b0%eb%b0%98-%eb%aa%a8%eb%b2%94-%ec%82%ac%eb%a1%80-ZBXiamUPhz\">4. \uc2e4\uc81c \uad6c\ud604 \uac00\uc774\ub4dc\uc640 \ucf54\ub4dc \uc608\uc81c \uae30\ubc18 \ubaa8\ubc94 \uc0ac\ub840<\/h2>\n<p>\uc774\uc804 \uc139\uc158\ub4e4\uc5d0\uc11c \uc774\ub860\uc801 \ubc30\uacbd\uacfc \uc2e4\uc81c \uc0ac\ub840 \ubd84\uc11d\uc744 \ud1b5\ud574 \uc548\uc815\uc801\uc778 MSA \ubc30\ud3ec \uc804\ub7b5\uc758 \ud544\uc694\uc131\uc744 \ucda9\ubd84\ud788 \ud655\uc778\ud558\uc600\uc2b5\ub2c8\ub2e4. \uc774\uc81c \ub9c8\uc9c0\ub9c9 \uc139\uc158\uc5d0\uc11c\ub294 \uc774\ub7ec\ud55c \uc804\ub7b5\ub4e4\uc744 \uc2e4\uc81c \ud604\uc5c5\uc5d0\uc11c \uad6c\ud604\ud558\uae30 \uc704\ud55c \uad6c\uccb4\uc801\uc778 \uac00\uc774\ub4dc\ub77c\uc778\uacfc \ucf54\ub4dc \uc608\uc81c, \uadf8\ub9ac\uace0 \ubaa8\ubc94 \uc0ac\ub840\ub4e4\uc744 \uc18c\uac1c\ud558\uace0\uc790 \ud569\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \ub3c5\uc790 \uc5ec\ub7ec\ubd84\uc774 MSA \ud658\uacbd\uc5d0\uc11c \ubc84\uc804 \ucda9\ub3cc \uc5c6\uc774 \uc548\uc815\uc801\uc73c\ub85c \uc11c\ube44\uc2a4\ub97c \ubc30\ud3ec\ud560 \uc218 \uc788\ub3c4\ub85d, \ub2e8\uacc4\ubcc4 \uad6c\ud604 \ubc29\ubc95\uacfc \ud575\uc2ec \uace0\ub824 \uc0ac\ud56d\uc5d0 \ub300\ud574 \uc790\uc138\ud788 \ub2e4\ub8f0 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<p>\uccab \ubc88\uc9f8\ub85c, \uc11c\ube44\uc2a4 \uac04 API \uacc4\uc57d(API Contract)\uc744 \uad6c\ud604\ud560 \ub54c\ub294 OpenAPI(Swagger)\uc640 \uac19\uc740 \ub3c4\uad6c\ub97c \ud65c\uc6a9\ud558\uc5ec API \uba85\uc138\uc11c\ub97c \uc790\ub3d9\uc73c\ub85c \uc0dd\uc131\ud558\uace0, \uc774\ub97c \ubc14\ud0d5\uc73c\ub85c \uc18c\ube44\uc790\uc640 \uc81c\uacf5\uc790 \uac04\uc758 \uacc4\uc57d\uc744 \uccb4\uacb0\ud558\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4. \uc544\ub798\ub294 Flask \uae30\ubc18\uc758 Python \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0\uc11c Swagger\ub97c \ud65c\uc6a9\ud558\ub294 \uac04\ub2e8\ud55c \ucf54\ub4dc \uc608\uc81c\uc785\ub2c8\ub2e4.<\/p>\n<pre>\n      <code>\nfrom flask import Flask, jsonify\nfrom flasgger import Swagger\n\napp = Flask(__name__)\nswagger = Swagger(app)\n\n@app.route('\/api\/v1\/hello', methods=['GET'])\ndef hello():\n    \"\"\"\n    \uac04\ub2e8\ud55c \uc778\uc0ac API\n    ---\n    responses:\n      200:\n        description: \uc131\uacf5\uc801\uc778 \uc751\ub2f5\n        schema:\n          type: object\n          properties:\n            message:\n              type: string\n              example: \"\uc548\ub155\ud558\uc138\uc694, MSA \ubc30\ud3ec \uc804\ub7b5\uc785\ub2c8\ub2e4.\"\n    \"\"\"\n    return jsonify({\"message\": \"\uc548\ub155\ud558\uc138\uc694, MSA \ubc30\ud3ec \uc804\ub7b5\uc785\ub2c8\ub2e4.\"})\n\nif __name__ == '__main__':\n    app.run(host='0.0.0.0', port=5000)\n      <\/code>\n    <\/pre>\n<p>\uc704 \ucf54\ub4dc \uc608\uc81c\ub294 Flask\uc640 Flasgger\ub97c \ud65c\uc6a9\ud558\uc5ec API \uba85\uc138\uc11c\ub97c \uc0dd\uc131\ud558\ub294 \uac04\ub2e8\ud55c \uc608\uc2dc\ub85c, \uc11c\ube44\uc2a4 \uac04 \uc778\ud130\ud398\uc774\uc2a4\ub97c \uba85\ud655\ud788 \ud558\ub294\ub370 \ud070 \ub3c4\uc6c0\uc744 \uc90d\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 API \ubcc0\uacbd \uc0ac\ud56d\uc774 \ubc1c\uc0dd\ud560 \uacbd\uc6b0, \uc18c\ube44\uc790\uc640 \uc81c\uacf5\uc790\uac00 \ub3d9\uc77c\ud55c \uba85\uc138\uc11c\ub97c \uae30\ubc18\uc73c\ub85c \uc791\uc5c5\ud560 \uc218 \uc788\uc73c\uba70, \ubc84\uc804 \ucda9\ub3cc \uc704\ud5d8\uc744 \ud06c\uac8c \uc904\uc77c \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ub450 \ubc88\uc9f8\ub85c, CI\/CD \ud30c\uc774\ud504\ub77c\uc778\uc744 \uad6c\ucd95\ud560 \ub54c\ub294 GitLab CI, Jenkins, \ub610\ub294 GitHub Actions\uc640 \uac19\uc740 \ub3c4\uad6c\ub97c \ud65c\uc6a9\ud558\uc5ec, \uac01 \ub2e8\uacc4\ubcc4 \ud14c\uc2a4\ud2b8 \ubc0f \ubc30\ud3ec\ub97c \uc790\ub3d9\ud654\ud558\ub294 \uac83\uc774 \ud544\uc218\uc801\uc785\ub2c8\ub2e4. \uc544\ub798\ub294 GitHub Actions\ub97c \ud65c\uc6a9\ud55c \uac04\ub2e8\ud55c CI\/CD \ud30c\uc774\ud504\ub77c\uc778 \uad6c\uc131 \uc608\uc81c\uc785\ub2c8\ub2e4.<\/p>\n<pre>\n      <code>\nname: CI\/CD Pipeline\n\non:\n  push:\n    branches: [ main ]\n\njobs:\n  build-and-test:\n    runs-on: ubuntu-latest\n    steps:\n      - uses: actions\/checkout@v2\n      - name: Set up Python\n        uses: actions\/setup-python@v2\n        with:\n          python-version: '3.8'\n      - name: Install dependencies\n        run: pip install -r requirements.txt\n      - name: Run tests\n        run: pytest tests\/\n      - name: Build Docker image\n        run: docker build -t myapp:latest .\n      - name: Push Docker image\n        run: docker push myapp:latest\n      <\/code>\n    <\/pre>\n<p>\uc774 CI\/CD \ud30c\uc774\ud504\ub77c\uc778 \uc608\uc81c\ub294 \ucf54\ub4dc \ubcc0\uacbd \uc2dc \uc790\ub3d9\uc73c\ub85c \ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud558\uace0, Docker \uc774\ubbf8\uc9c0\ub97c \ube4c\ub4dc\ud558\uc5ec \ubc30\ud3ec\ud560 \uc218 \uc788\ub3c4\ub85d \uad6c\uc131\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \ubc30\ud3ec \uc804 \ub2e8\uacc4\uc5d0\uc11c \ubc1c\uc0dd\ud560 \uc218 \uc788\ub294 \ubc84\uc804 \ucda9\ub3cc \ubb38\uc81c\ub97c \uc0ac\uc804\uc5d0 \ud0d0\uc9c0\ud558\uace0, \uc548\uc815\uc801\uc778 \ubc30\ud3ec\ub97c \ubcf4\uc7a5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc138 \ubc88\uc9f8\ub85c, \uc11c\ube44\uc2a4 \ubc30\ud3ec \uc2dc \ube14\ub8e8\/\uadf8\ub9b0 \ubc30\ud3ec \ubc0f \ub864\ub9c1 \uc5c5\ub370\uc774\ud2b8 \uc804\ub7b5\uc744 \uc801\uadf9 \ud65c\uc6a9\ud558\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4. Kubernetes \ud658\uacbd\uc5d0\uc11c\ub294 \ub2e4\uc74c\uacfc \uac19\uc740 YAML \uc124\uc815 \ud30c\uc77c\uc744 \ud1b5\ud574 \ube14\ub8e8\/\uadf8\ub9b0 \ubc30\ud3ec\ub97c \uad6c\uc131\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<pre>\n      <code>\napiVersion: apps\/v1\nkind: Deployment\nmetadata:\n  name: myapp-blue\nspec:\n  replicas: 3\n  selector:\n    matchLabels:\n      app: myapp\n      version: blue\n  template:\n    metadata:\n      labels:\n        app: myapp\n        version: blue\n    spec:\n      containers:\n      - name: myapp\n        image: myapp:blue\n---\napiVersion: apps\/v1\nkind: Deployment\nmetadata:\n  name: myapp-green\nspec:\n  replicas: 3\n  selector:\n    matchLabels:\n      app: myapp\n      version: green\n  template:\n    metadata:\n      labels:\n        app: myapp\n        version: green\n    spec:\n      containers:\n      - name: myapp\n        image: myapp:green\n      <\/code>\n    <\/pre>\n<p>\uc704 YAML \uc608\uc81c\ub294 Kubernetes \ud658\uacbd\uc5d0\uc11c \ube14\ub8e8\uc640 \uadf8\ub9b0 \ub450 \uac1c\uc758 \ubc30\ud3ec \ubc84\uc804\uc744 \ub3d9\uc2dc\uc5d0 \uc6b4\uc601\ud560 \uc218 \uc788\ub3c4\ub85d \ud558\ub294 \uad6c\uc131 \uc608\uc2dc\uc785\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \ud2b8\ub798\ud53d\uc744 \uc810\uc9c4\uc801\uc73c\ub85c \uc0c8\ub85c\uc6b4 \ubc84\uc804\uc73c\ub85c \uc804\ud658\ud558\uba70, \ubb38\uc81c\uac00 \ubc1c\uc0dd\ud560 \uacbd\uc6b0 \uc989\uc2dc \uc774\uc804 \ubc84\uc804\uc73c\ub85c \ub864\ubc31\ud560 \uc218 \uc788\ub294 \ud658\uacbd\uc744 \uad6c\ud604\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ub124 \ubc88\uc9f8\ub85c, \ubd84\uc0b0 \ub85c\uae45\uacfc \ubaa8\ub2c8\ud130\ub9c1 \uc2dc\uc2a4\ud15c\uc744 \uad6c\ud604\ud558\uae30 \uc704\ud574 ELK \uc2a4\ud0dd(Elasticsearch, Logstash, Kibana)\uc774\ub098 Grafana, Prometheus \ub4f1\uc744 \ud65c\uc6a9\ud558\ub294 \uac83\uc744 \uc801\uadf9 \uad8c\uc7a5\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ub3c4\uad6c\ub4e4\uc740 \uac01 \uc11c\ube44\uc2a4\uc758 \ub85c\uadf8\uc640 \ubaa8\ub2c8\ud130\ub9c1 \ub370\uc774\ud130\ub97c \uc911\uc559\uc5d0\uc11c \uad00\ub9ac\ud558\uace0 \ubd84\uc11d\ud560 \uc218 \uc788\ub3c4\ub85d \ub3c4\uc640\uc8fc\uba70, \uc774\ub97c \ud1b5\ud574 \ubb38\uc81c\uac00 \ubc1c\uc0dd\ud55c \uc6d0\uc778\uc744 \uc2e0\uc18d\ud558\uac8c \ud30c\uc545\ud558\uace0 \uc870\uce58\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ub2e4\uc12f \ubc88\uc9f8\ub85c, \uc778\ud504\ub77c \uc2a4\ud2b8\ub7ed\ucc98\uc758 \ucf54\ub4dc\ud654\ub97c \ud1b5\ud574 \ub3d9\uc77c\ud55c \ubc30\ud3ec \ud658\uacbd\uc744 \uc77c\uad00\ub418\uac8c \uad6c\uc131\ud558\ub294 \uac83\uc774 \ud544\uc218\uc785\ub2c8\ub2e4. Terraform, Ansible, \ub610\ub294 AWS CloudFormation \ub4f1\uc744 \ud65c\uc6a9\ud55c IaC(Infrastructure as Code) \uc804\ub7b5\uc740 \ud658\uacbd \uad6c\uc131\uc758 \ubd88\uc77c\uce58\ub97c \ucd5c\uc18c\ud654\ud558\uace0, \ubc30\ud3ec \uc790\ub3d9\ud654\uc758 \uc548\uc815\uc131\uc744 \ub192\uc774\ub294 \ub370 \ud06c\uac8c \uae30\uc5ec\ud569\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uac01 \uc11c\ube44\uc2a4\uc758 \uc778\ud504\ub77c \ud658\uacbd\uc744 \ucf54\ub4dc\ub85c \uad00\ub9ac\ud568\uc73c\ub85c\uc368 \ud658\uacbd \uac04 \ubc84\uc804 \ubd88\uc77c\uce58 \ubb38\uc81c\ub97c \uc6d0\ucc9c \ucc28\ub2e8\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc5ec\uc12f \ubc88\uc9f8\ub85c, \uc815\uae30\uc801\uc778 \ud68c\uace0\uc640 \ud504\ub85c\uc138\uc2a4 \uac1c\uc120\uc744 \ud1b5\ud574 \ubc30\ud3ec \uc804\ub7b5\uc744 \uc9c0\uc18d\uc801\uc73c\ub85c \uc5c5\ub370\uc774\ud2b8\ud558\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4. \uac01 \ubc30\ud3ec \uc8fc\uae30\ub9c8\ub2e4 \ubc1c\uc0dd\ud55c \ubb38\uc81c\uc810\uacfc \uac1c\uc120 \uc0ac\ud56d\uc744 \ubb38\uc11c\ud654\ud558\uace0, \uc774\ub97c \uae30\ubc18\uc73c\ub85c \ub0b4\ubd80 \uac00\uc774\ub4dc\ub97c \uc9c0\uc18d\uc801\uc73c\ub85c \ubcf4\uc644\ud558\uae30 \uc704\ud574 \uc544\ub798\uc640 \uac19\uc740 \uccb4\ud06c\ub9ac\uc2a4\ud2b8\ub97c \ub9c8\ub828\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<ul>\n<li>\ubc30\ud3ec \uc804 \ubc18\ub4dc\uc2dc \uc790\ub3d9\ud654\ub41c \ud14c\uc2a4\ud2b8 \uc2e4\uc2dc \uc5ec\ubd80 \ud655\uc778<\/li>\n<li>API \uba85\uc138\uc11c \ucd5c\uc2e0\ud654 \ubc0f \uacf5\uc720 \uccb4\uacc4 \uad6c\ucd95<\/li>\n<li>Kubernetes \ubc30\ud3ec \uc804\ub7b5(\ub864\ub9c1 \uc5c5\ub370\uc774\ud2b8, \ube14\ub8e8\/\uadf8\ub9b0 \ubc30\ud3ec) \uac80\uc99d<\/li>\n<li>\ud1b5\ud569 \ubaa8\ub2c8\ud130\ub9c1 \ubc0f \ub85c\uae45 \uc2dc\uc2a4\ud15c\uc758 \uc815\uc0c1 \uc791\ub3d9 \uc5ec\ubd80<\/li>\n<li>\ubc84\uc804 \uad00\ub9ac \uc815\ucc45 \ubc0f CI\/CD \ud30c\uc774\ud504\ub77c\uc778 \uc815\uae30 \ub9ac\ubdf0<\/li>\n<li>\uc778\ud504\ub77c \ucf54\ub4dc(IaC) \ucd5c\uc2e0 \uc0c1\ud0dc \ub3d9\uae30\ud654<\/li>\n<li>\ubcf4\uc548 \uc778\uc99d \uccb4\uacc4 \ubc0f \ud1a0\ud070 \uad00\ub9ac \uc810\uac80<\/li>\n<li>\ubb38\uc81c \ubc1c\uc0dd \uc2dc \uc2e0\uc18d \ub864\ubc31 \ubc0f \ub300\uc751 \ud504\ub85c\uc138\uc2a4 \ub9c8\ub828<\/li>\n<li>\uc11c\ube44\uc2a4 \uac04 \uc758\uc874\uc131 \ubc0f \ub370\uc774\ud130 \uc2a4\ud0a4\ub9c8 \ubcc0\uacbd \uc0ac\ud56d \uac80\ud1a0<\/li>\n<li>\uc2e4\uc2dc\uac04 \uc54c\ub9bc \uc2dc\uc2a4\ud15c\uc758 \uc791\ub3d9 \uc5ec\ubd80\uc640 \uc751\ub2f5 \uc2dc\uac04 \ubaa8\ub2c8\ud130\ub9c1<\/li>\n<\/ul>\n<p>\uc774\uc640 \uac19\uc774, \ubaa8\ubc94 \uc0ac\ub840\ub97c \uc9c0\uc18d\uc801\uc73c\ub85c \uacf5\uc720\ud558\uace0 \ub0b4\ubd80 \ud68c\uace0 \uacfc\uc815\uc744 \uccb4\uacc4\ud654\ud558\uba74, MSA \ud658\uacbd\uc5d0\uc11c \ubc1c\uc0dd\ud560 \uc218 \uc788\ub294 \ubc84\uc804 \ucda9\ub3cc \ubb38\uc81c\uc5d0 \ub300\ud574 \ub354\uc6b1 \ud6a8\uacfc\uc801\uc73c\ub85c \ub300\uc751\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc77c\uacf1 \ubc88\uc9f8\ub85c, \uac1c\ubc1c \ud658\uacbd\uacfc \ud504\ub85c\ub355\uc158 \ud658\uacbd \uac04\uc758 \ucc28\uc774\ub97c \ucd5c\uc18c\ud654\ud558\ub294 \uac83\ub3c4 \ub9e4\uc6b0 \uc911\uc694\ud569\ub2c8\ub2e4. Docker\uc640 \uac19\uc740 \ucee8\ud14c\uc774\ub108 \uae30\uc220\uc744 \ud65c\uc6a9\ud558\uba74, \uac1c\ubc1c \ud658\uacbd\uacfc \ud504\ub85c\ub355\uc158 \ud658\uacbd\uc758 \uc77c\uad00\uc131\uc744 \ubcf4\uc7a5\ud560 \uc218 \uc788\uc73c\uba70, \uc774\ub97c \uc704\ud574 \uac1c\ubc1c, \ud14c\uc2a4\ud2b8, \ud504\ub85c\ub355\uc158 \uac01 \ud658\uacbd\uc5d0 \ub300\ud574 \ub3d9\uc77c\ud55c \uc774\ubbf8\uc9c0\uc640 \uc124\uc815\uc744 \uc7ac\ud604\ud560 \uc218 \uc788\ub3c4\ub85d \uad00\ub9ac\ud574\uc57c \ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc811\uadfc \ubc29\uc2dd\uc740 \ubc30\ud3ec \uacfc\uc815\uc5d0\uc11c \ubc84\uc804 \ubd88\uc77c\uce58 \ubc0f \ud658\uacbd \ucc28\uc774\ub85c \uc778\ud55c \uc624\ub958\ub97c \uadf9\ub3c4\ub85c \uac10\uc18c\uc2dc\ud0ac \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc5ec\ub35f \ubc88\uc9f8\ub85c, \ubaa8\ub2c8\ud130\ub9c1\ub41c \ub370\uc774\ud130\ub97c \uc801\uadf9 \ud65c\uc6a9\ud558\uc5ec \uc11c\ube44\uc2a4 \uc131\ub2a5 \ubc0f \uc548\uc815\uc131 \uc9c0\ud45c\ub97c \uac1c\uc120\ud558\ub294 \uac83\uc774 \ud544\uc694\ud569\ub2c8\ub2e4. \uac01 \uc11c\ube44\uc2a4\uc758 \uc8fc\uc694 \uc131\ub2a5 \uc9c0\ud45c\uac00 \uc2e4\uc2dc\uac04\uc73c\ub85c \uc218\uc9d1\ub418\uace0, \uc774\ub97c \ubd84\uc11d\ud574 \uac1c\uc120\uc810\uc744 \ubc1c\uacac\ud558\ub294 \uacfc\uc815\uc740 \uc548\uc815\uc801\uc778 \ubc30\ud3ec \uc804\ub7b5\uc758 \ud575\uc2ec \uc694\uc18c\uc785\ub2c8\ub2e4. \uc774\ub97c \uc704\ud574 Grafana \ub300\uc2dc\ubcf4\ub4dc \uad6c\ucd95\uacfc Prometheus\uc758 \uc54c\ub9bc \uc124\uc815\uc740 \ud544\uc218\uc801\uc778 \ub3c4\uad6c\ub85c \uc778\uc815\ubc1b\uace0 \uc788\uc73c\uba70, \uc2e4\uc81c \uc6b4\uc601 \ud658\uacbd\uc5d0\uc11c \uc7a5\uc560 \ubc1c\uc0dd \uc2dc \uc2e0\uc18d\ud55c \ub300\ucc98\ub97c \uac00\ub2a5\ud558\uac8c \ud574\uc90d\ub2c8\ub2e4.<\/p>\n<p>\uc544\ud649 \ubc88\uc9f8\ub85c, \ud074\ub77c\uc6b0\ub4dc \uc11c\ube44\uc2a4 \uc81c\uacf5\uc5c5\uccb4\uc5d0\uc11c \uc81c\uacf5\ud558\ub294 \ubc30\ud3ec \uad00\ub9ac \uc11c\ube44\uc2a4\ub97c \ud65c\uc6a9\ud558\ub294 \uac83\ub3c4 \uc88b\uc740 \uc804\ub7b5\uc785\ub2c8\ub2e4. AWS CodeDeploy, Azure DevOps, Google Cloud Build \ub4f1\uc758 \ub3c4\uad6c\ub294 \uc790\uccb4\uc801\uc73c\ub85c \uc790\ub3d9 \ub864\ubc31 \uae30\ub2a5\uacfc \ubc30\ud3ec \uc804\ub7b5\uc744 \uc9c0\uc6d0\ud558\uc5ec, \ubcf5\uc7a1\ud55c MSA \ud658\uacbd\uc5d0\uc11c\uc758 \ubc30\ud3ec \uc548\uc815\uc131\uc744 \ub354\uc6b1 \ub192\uc5ec\uc90d\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ub3c4\uad6c\ub4e4\uc744 \uc801\uc808\ud788 \ud65c\uc6a9\ud558\uba74, \ubc84\uc804 \ucda9\ub3cc \uc5c6\uc774 \uc548\uc815\uc801\uc73c\ub85c \uc11c\ube44\uc2a4\ub97c \uc6b4\uc601\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc5f4 \ubc88\uc9f8\ub85c, \uc804\uc0ac\uc801 \ucc28\uc6d0\uc758 \uad50\uc721\uacfc \uae30\uc220 \uacf5\uc720\ub97c \ud1b5\ud574 \ubaa8\ub4e0 \uac1c\ubc1c\uc790\ub4e4\uc774 \uc548\uc815\uc801\uc778 \ubc30\ud3ec \uc804\ub7b5\uc5d0 \ub300\ud55c \uc774\ud574\ub97c \uacf5\uc720\ud558\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4. \uae30\uc220 \uc138\ubbf8\ub098, \uc6cc\ud06c\uc20d, \uadf8\ub9ac\uace0 \ub0b4\ubd80 \ubb38\uc11c\ud654 \uc2dc\uc2a4\ud15c\uc744 \ud1b5\ud574 \ubc30\ud3ec \uc804\ub7b5\uacfc \uad00\ub828\ub41c \ucd5c\uc2e0 \uc815\ubcf4\ub97c \uc9c0\uc18d\uc801\uc73c\ub85c \uc5c5\ub370\uc774\ud2b8\ud558\uace0 \uc804\ud30c\ud558\ub294 \uac83\uc740, \uc7a5\uae30\uc801\uc73c\ub85c \uc548\uc815\uc801\uc778 \uc2dc\uc2a4\ud15c \uc6b4\uc601\uc744 \ubcf4\uc7a5\ud558\ub294 \ud575\uc2ec \uc694\uc18c\uc785\ub2c8\ub2e4. \ub610\ud55c, \uc774\ub97c \ud1b5\ud574 \ud300\uc6d0\ub4e4 \uac04\uc758 \ud611\uc5c5\uc744 \uac15\ud654\ud558\uc5ec \uac01 \ub2e8\uacc4\uc5d0\uc11c \ubc1c\uc0dd\ud558\ub294 \ubb38\uc81c\ub97c \ube60\ub974\uac8c \ud574\uacb0\ud560 \uc218 \uc788\ub294 \uc870\uc9c1 \ubb38\ud654\ub97c \ud615\uc131\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc774\uc640 \uac19\uc774, \uc2e4\uc81c \uad6c\ud604 \uac00\uc774\ub4dc\ub294 \ub2e8\uc21c\ud788 \uae30\uc220\uc801\uc778 \ucf54\ub4dc \uc608\uc81c\ub098 \ubc30\ud3ec \ud234\uc758 \uc0ac\uc6a9\ubc95\uc744 \ub118\uc5b4, \uc804\uccb4 \uc2dc\uc2a4\ud15c \uc6b4\uc601\uacfc \ubaa8\ub2c8\ud130\ub9c1, \uadf8\ub9ac\uace0 \uc870\uc9c1 \ub0b4 \ud611\uc5c5 \ubb38\ud654\uae4c\uc9c0 \ud3ec\uad04\ud558\ub294 \uc885\ud569\uc801\uc778 \uc811\uadfc \ubc29\uc2dd\uc744 \ud544\uc694\ub85c \ud569\ub2c8\ub2e4. \uc548\uc815\uc801\uc778 MSA \ubc30\ud3ec\ub97c \uc704\ud55c \uac01 \uc804\ub7b5\ub4e4\uc740 \uc0c1\ud638 \ubcf4\uc644\uc801\uc73c\ub85c \uc791\uc6a9\ud558\uba70, \uc774\ub97c \uc2e4\ubb34\uc5d0 \uc801\uc6a9\ud558\ub294 \uacfc\uc815\uc5d0\uc11c \ubc1c\uc0dd\ud558\ub294 \ub2e4\uc591\ud55c \ubb38\uc81c\ub4e4\uc744 \ud574\uacb0\ud560 \uc218 \uc788\ub294 \ud575\uc2ec \uc218\ub2e8\uc774 \ub429\ub2c8\ub2e4.<\/p>\n<p>\ucd5c\uc885\uc801\uc73c\ub85c, \ubcf8 \ud3ec\uc2a4\ud2b8\uc5d0\uc11c \ub2e4\ub8ec \uad6c\ud604 \uac00\uc774\ub4dc \ubc0f \ucf54\ub4dc \uc608\uc81c, \uadf8\ub9ac\uace0 \ubaa8\ubc94 \uc0ac\ub840\ub4e4\uc744 \uc885\ud569\ud558\uba74, \ubc84\uc804 \ucda9\ub3cc \uc5c6\uc774 \uc548\uc815\uc801\uc778 MSA \ubc30\ud3ec\ub97c \uc704\ud574\uc11c\ub294 \uccb4\uacc4\uc801\uc778 API \uad00\ub9ac, \uc790\ub3d9\ud654\ub41c CI\/CD, \ucee8\ud14c\uc774\ub108 \uc624\ucf00\uc2a4\ud2b8\ub808\uc774\uc158, \ubaa8\ub2c8\ud130\ub9c1 \ubc0f \ub85c\uae45 \uc2dc\uc2a4\ud15c, \uadf8\ub9ac\uace0 \uc870\uc9c1 \ub0b4\ubd80\uc758 \uc9c0\uc18d\uc801\uc778 \uac1c\uc120\uacfc \uad50\uc721\uc774 \ud544\uc218\uc801\uc784\uc744 \ud655\uc778\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc811\uadfc \ubc29\uc2dd\uc740 \ub2e8\uc21c\ud788 \uae30\uc220\uc801\uc778 \ubb38\uc81c \ud574\uacb0\uc744 \ub118\uc5b4, \uc804\uccb4\uc801\uc778 \uc2dc\uc2a4\ud15c \uc6b4\uc601 \uc2e0\ub8b0\uc131\uc744 \ub192\uc774\uba70, \uace0\uac1d \ub9cc\uc871\ub3c4\uc640 \uc11c\ube44\uc2a4 \ud488\uc9c8 \uac1c\uc120\uc5d0\ub3c4 \ud070 \uae30\uc5ec\ub97c \ud560 \uc218 \uc788\uc74c\uc744 \ub2e4\uc2dc \ud55c \ubc88 \uac15\uc870\ud558\uace0\uc790 \ud569\ub2c8\ub2e4.<\/p>\n<p>\uc694\uc57d\ud558\uc790\uba74, \uc2e4\uc81c \uad6c\ud604 \uac00\uc774\ub4dc\uc640 \ucf54\ub4dc \uc608\uc81c \uae30\ubc18 \ubaa8\ubc94 \uc0ac\ub840\ub294 MSA \ud658\uacbd\uc5d0\uc11c \ubc84\uc804 \ucda9\ub3cc \uc5c6\uc774 \uc548\uc815\uc801 \ubc30\ud3ec\ub97c \ubcf4\uc7a5\ud558\ub294\ub370 \ud544\uc218\uc801\uc778 \uc694\uc18c\ub85c \uc790\ub9ac \uc7a1\uace0 \uc788\uc73c\uba70, \uc774\ub97c \ud1b5\ud574 \uae30\uc5c5\ub4e4\uc740 \ub0b4\ubd80\uc801\uc778 \ubc30\ud3ec \uc624\ub958\ub97c \ucd5c\uc18c\ud654\ud558\uace0, \ubcf4\ub2e4 \ud6a8\uc728\uc801\uc774\uba70 \uc2e0\ub8b0\uc131 \ub192\uc740 \uc2dc\uc2a4\ud15c \uc6b4\uc601\uc744 \ub2ec\uc131\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h2 id=\"%ea%b0%95%eb%a0%a5%ed%95%9c-%ec%9a%94%ec%95%bd-ZBXiamUPhz\">\uac15\ub825\ud55c \uc694\uc57d<\/h2>\n<p>\ubcf8 \ube14\ub85c\uadf8 \ud3ec\uc2a4\ud2b8\uc5d0\uc11c\ub294 MSA(\ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \uc544\ud0a4\ud14d\ucc98) \ud658\uacbd\uc5d0\uc11c \ubc1c\uc0dd\ud560 \uc218 \uc788\ub294 \ubc84\uc804 \ucda9\ub3cc \ubb38\uc81c\uc758 \uc6d0\uc778\uacfc, \uc774\ub97c \ud574\uacb0\ud558\uae30 \uc704\ud55c \uc804\ub7b5\uc801 \uc811\uadfc\ubc95, \uadf8\ub9ac\uace0 \uc2e4\uc81c \uc0ac\ub840 \uc5f0\uad6c\uc640 \uad6c\uccb4\uc801\uc778 \uad6c\ud604 \uac00\uc774\ub4dc\ub97c \uc2ec\ub3c4 \uae4a\uac8c \ub2e4\ub8e8\uc5c8\uc2b5\ub2c8\ub2e4. \uccab \ubc88\uc9f8 \uc139\uc158\uc5d0\uc11c\ub294 MSA\uc758 \uae30\ubcf8 \uac1c\ub150\uacfc \ubc84\uc804 \ucda9\ub3cc\uc774 \ubc1c\uc0dd\ud558\ub294 \ub2e4\uc591\ud55c \uc6d0\uc778\ub4e4\u2014API \uacc4\uc57d\uc758 \ubd80\uc7ac, \ub370\uc774\ud130 \uc2a4\ud0a4\ub9c8\uc758 \ubd88\uc77c\uce58, \ub77c\uc774\ube0c\ub7ec\ub9ac \uc885\uc18d\uc131 \ubb38\uc81c, \uadf8\ub9ac\uace0 \ubc30\ud3ec \uc804\ub7b5\uc758 \ubd80\uc7ac \ub4f1\u2014\uc744 \uc0c1\uc138\ud558\uac8c \ubd84\uc11d\ud558\uc600\uc2b5\ub2c8\ub2e4. \ub450 \ubc88\uc9f8 \uc139\uc158\uc5d0\uc11c\ub294 \uc548\uc815\uc801\uc778 \ubc30\ud3ec \uc804\ub7b5\uc744 \uad6c\ucd95\ud558\uae30 \uc704\ud574, \uc790\ub3d9\ud654\ub41c CI\/CD, \ucee8\ud14c\uc774\ub108 \uc624\ucf00\uc2a4\ud2b8\ub808\uc774\uc158, \ubd84\uc0b0 \ud2b8\ub808\uc774\uc2f1, \uc810\uc9c4\uc801 \ubc30\ud3ec, \uadf8\ub9ac\uace0 \uccb4\uacc4\uc801\uc778 \ubc84\uc804 \uad00\ub9ac \uc815\ucc45\uc758 \ud544\uc694\uc131\uc744 \uac15\uc870\ud558\uba70, \ucd5c\uc2e0 \ub3c4\uad6c\uc640 \uae30\ubc95\ub4e4\uc744 \uc18c\uac1c\ud558\uc600\uc2b5\ub2c8\ub2e4. \uc138 \ubc88\uc9f8 \uc139\uc158\uc5d0\uc11c\ub294 \uae08\uc735, \uc804\uc790\uc0c1\uac70\ub798, IT \uc2a4\ud0c0\ud2b8\uc5c5, \uc81c\uc870\uc5c5, \ud1b5\uc2e0 \ub4f1 \ub2e4\uc591\ud55c \uc0b0\uc5c5 \ubd84\uc57c\uc5d0\uc11c \uc2e4\uc81c\ub85c MSA \ubc30\ud3ec \uc804\ub7b5\uc744 \uc131\uacf5\uc801\uc73c\ub85c \uc801\uc6a9\ud55c \uad6c\uccb4\uc801\uc778 \uc0ac\ub840\ub4e4\uc744 \ubd84\uc11d\ud558\uc5ec, \uac01 \uc0ac\ub840\uc5d0\uc11c \ub3c4\ucd9c\ub41c \uad50\ud6c8\uacfc \uc778\uc0ac\uc774\ud2b8\ub97c \uacf5\uc720\ud558\uc600\uc2b5\ub2c8\ub2e4. \ub9c8\uc9c0\ub9c9\uc73c\ub85c \ub124 \ubc88\uc9f8 \uc139\uc158\uc5d0\uc11c\ub294 \uc2e4\ubb34\uc5d0\uc11c \ubc14\ub85c \ud65c\uc6a9\ud560 \uc218 \uc788\ub294 \uad6c\ud604 \uac00\uc774\ub4dc\uc640 \ucf54\ub4dc \uc608\uc81c\ub97c \ud1b5\ud574, API \uba85\uc138\uc11c \uc790\ub3d9\ud654, CI\/CD \ud30c\uc774\ud504\ub77c\uc778 \uad6c\uc131, \ube14\ub8e8\/\uadf8\ub9b0 \ubc30\ud3ec \uc804\ub7b5, \uadf8\ub9ac\uace0 \ubaa8\ub2c8\ud130\ub9c1 \ubc0f \uc778\ud504\ub77c \ucf54\ub4dc\ud654\uc758 \uad6c\uccb4\uc801\uc778 \ubc29\ubc95\ub4e4\uc744 \uc0c1\uc138\ud788 \uc124\uba85\ud558\uc600\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc694\uc57d\ud558\uba74, \uc548\uc815\uc801\uc778 MSA \ubc30\ud3ec\ub97c \uc704\ud574\uc11c\ub294 \uc11c\ube44\uc2a4 \uac04 \uc778\ud130\ud398\uc774\uc2a4\uc758 \uba85\ud655\ud55c \uacc4\uc57d, \uc790\ub3d9\ud654\ub41c \ud14c\uc2a4\ud2b8 \ubc0f \ubc30\ud3ec, \ucee8\ud14c\uc774\ub108 \ubc0f \uc624\ucf00\uc2a4\ud2b8\ub808\uc774\uc158 \ub3c4\uad6c\uc758 \uc801\uadf9\uc801\uc778 \ud65c\uc6a9, \uadf8\ub9ac\uace0 \ud1b5\ud569 \ubaa8\ub2c8\ud130\ub9c1 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