{"id":198,"date":"2024-05-10T16:15:11","date_gmt":"2024-05-10T16:15:11","guid":{"rendered":"https:\/\/cloudbyte7.com\/?p=198"},"modified":"2025-03-11T19:07:53","modified_gmt":"2025-03-11T19:07:53","slug":"exploring-software-development-trends-ai-containers-and-serverless","status":"publish","type":"post","link":"https:\/\/cloudbyte7.com\/ko\/exploring-software-development-trends-ai-containers-and-serverless\/","title":{"rendered":"\uc18c\ud504\ud2b8\uc6e8\uc5b4 \uac1c\ubc1c \ud2b8\ub80c\ub4dc \ud0d0\uad6c: AI, \ucee8\ud14c\uc774\ub108, \uc11c\ubc84\ub9ac\uc2a4"},"content":{"rendered":"<div class=\"mx-5 sm:mx-0 prose text-left mb-5\">\n<h1>\uc18c\ud504\ud2b8\uc6e8\uc5b4 \uac1c\ubc1c \ud2b8\ub80c\ub4dc \ud0d0\uad6c: AI, \ucee8\ud14c\uc774\ub108, \uc11c\ubc84\ub9ac\uc2a4<\/h1>\n<p>\uc18c\ud504\ud2b8\uc6e8\uc5b4 \uac1c\ubc1c\uc790\ub77c\uba74 \uacbd\uc7c1\uc5d0\uc11c \uc55e\uc11c\ub098\uac00\uae30 \uc704\ud574 \ucd5c\uc2e0 \ud2b8\ub80c\ub4dc\ub97c \ub530\ub77c\uac00\ub294 \uac83\uc774 \ud544\uc218\uc801\uc785\ub2c8\ub2e4. \ucd5c\uadfc \uba87 \ub144 \ub3d9\uc548 \uc778\uacf5\uc9c0\ub2a5(AI), \ucee8\ud14c\uc774\ub108, \uc11c\ubc84\ub9ac\uc2a4 \ucef4\ud4e8\ud305\uc758 \ub3c4\uc785\uc774 \uae09\uc99d\ud558\uba74\uc11c \uac1c\ubc1c\uc790\ub4e4\uc774 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uad6c\ucd95, \ubc30\ud3ec, \uad00\ub9ac\ud558\ub294 \ubc29\uc2dd\uc774 \ud601\uc2e0\uc801\uc73c\ub85c \ubcc0\ud654\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uae00\uc5d0\uc11c\ub294 \uc774\ub7ec\ud55c \ud2b8\ub80c\ub4dc\ub97c \uc790\uc138\ud788 \uc0b4\ud3b4\ubcf4\uace0 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uac1c\ubc1c \ud658\uacbd\uc744 \uc5b4\ub5bb\uac8c \ubc14\uafb8\uace0 \uc788\ub294\uc9c0 \uc54c\uc544\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc778\uacf5\uc9c0\ub2a5(AI)\uc740 \ub354 \uc774\uc0c1 \uae30\uc220 \uc5c5\uacc4\uc758 \uc720\ud589\uc5b4\uac00 \uc544\ub2c8\ub77c \uc6b0\ub9ac\uc758 \uc0b6\uacfc \uc5c5\ubb34 \ubc29\uc2dd\uc744 \ud601\uc2e0\uc801\uc73c\ub85c \ubcc0\ud654\uc2dc\ud0a4\ub294 \ud604\uc2e4\uc774 \ub418\uc5c8\uc2b5\ub2c8\ub2e4. AI\ub294 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uac1c\ubc1c\uc758 \ud575\uc2ec \uc694\uc18c\uac00 \ub418\uc5b4 \uac1c\ubc1c\uc790\ub4e4\uc774 \ub354\uc6b1 \uc2a4\ub9c8\ud2b8\ud558\uace0 \ud6a8\uc728\uc801\uc778 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uad6c\ucd95\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc790\ub3d9\ud654\ub41c \ucf54\ub4dc \uac80\ud1a0\ubd80\ud130 \uc608\uce21 \uc54c\uace0\ub9ac\uc998\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0, AI\ub294 \ub2e4\uc591\ud55c \uc0b0\uc5c5 \ubd84\uc57c\uc5d0\uc11c \uc0c8\ub85c\uc6b4 \uc131\ub2a5 \ubc0f \ube44\uc988\ub2c8\uc2a4 \ud6a8\uc728\uc131 \uae30\uc900\uc744 \uc81c\uc2dc\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ubcf8 \uac15\uc5f0\uc5d0\uc11c\ub294 AI\uac00 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uac1c\ubc1c\uc5d0 \ubbf8\uce58\ub294 \uc601\ud5a5\uacfc AI\uac00 \uc5c5\uacc4\uc758 \ubbf8\ub798\ub97c \uc5b4\ub5bb\uac8c \ubcc0\ud654\uc2dc\ud0a4\uace0 \uc788\ub294\uc9c0\uc5d0 \ub300\ud574 \ub17c\uc758\ud560 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<p>\ucee8\ud14c\uc774\ub108\uc640 \uc11c\ubc84\ub9ac\uc2a4 \ucef4\ud4e8\ud305\uc740 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uac1c\ubc1c \ucee4\ubba4\ub2c8\ud2f0\uc5d0\uc11c \uc810\uc810 \uc778\uae30\ub97c \uc5bb\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ucee8\ud14c\uc774\ub108\ub97c \uc0ac\uc6a9\ud558\uba74 \uac1c\ubc1c\uc790\ub294 \uc77c\uad00\ub418\uace0 \uc7ac\ud604 \uac00\ub2a5\ud55c \ubc29\uc2dd\uc73c\ub85c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \ud328\ud0a4\uc9d5\ud558\uace0 \ubc30\ud3ec\ud560 \uc218 \uc788\uc73c\uba70, \uc11c\ubc84\ub9ac\uc2a4 \ucef4\ud4e8\ud305\uc744 \uc0ac\uc6a9\ud558\uba74 \uac1c\ubc1c\uc790\ub294 \uae30\ubcf8 \uc778\ud504\ub77c\uc5d0 \ub300\ud55c \uac71\uc815 \uc5c6\uc774 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uad6c\ucd95\ud558\uace0 \uc2e4\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uae00\uc5d0\uc11c\ub294 \uc774\ub7ec\ud55c \uae30\uc220\uc758 \uc7a5\uc810\uacfc \uac1c\ubc1c\uc790\uac00 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uad6c\ucd95\ud558\uace0 \ubc30\ud3ec\ud558\ub294 \ubc29\uc2dd\uc744 \uc5b4\ub5bb\uac8c \ubcc0\ud654\uc2dc\ud0a4\ub294\uc9c0 \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>\uc18c\ud504\ud2b8\uc6e8\uc5b4 \uac1c\ubc1c\uc758 \uc9c4\ud654<\/h2>\n<p>\uc18c\ud504\ud2b8\uc6e8\uc5b4 \uac1c\ubc1c\uc740 \ucd08\ucc3d\uae30\ubd80\ud130 \ube44\uc57d\uc801\uc778 \ubc1c\uc804\uc744 \uac70\ub4ed\ud574 \uc654\uc2b5\ub2c8\ub2e4. \ubaa8\ub180\ub9ac\uc2dd \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0\uc11c \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0, \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uac1c\ubc1c \ubc29\uc2dd\uc740 \ub04a\uc784\uc5c6\uc774 \uc9c4\ud654\ud558\ub294 \uae30\uc220\uc758 \uc694\uad6c\uc5d0 \ub9de\ucdb0 \uc9c0\uc18d\uc801\uc73c\ub85c \ubcc0\ud654\ud574 \uc654\uc2b5\ub2c8\ub2e4. \uc774 \uc139\uc158\uc5d0\uc11c\ub294 \uc9c0\ub09c \uba87 \ub144\uac04 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uac1c\ubc1c\uc744 \ud615\uc131\ud574 \uc628 \uc8fc\uc694 \ud2b8\ub80c\ub4dc\ub4e4\uc744 \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n<h3>\ubaa8\ub180\ub9ac\uc2dd \uc544\ud0a4\ud14d\ucc98\uc5d0\uc11c \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \uc544\ud0a4\ud14d\ucc98\ub85c<\/h3>\n<p>\uc804\ud1b5\uc801\uc73c\ub85c \uc18c\ud504\ud2b8\uc6e8\uc5b4\ub294 \ubaa8\ub180\ub9ac\uc2dd \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc73c\ub85c \uad6c\ucd95\ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc740 \uaddc\ubaa8\uac00 \ud06c\uace0 \ubcf5\uc7a1\ud558\uba70 \uc720\uc9c0 \uad00\ub9ac\uac00 \uc5b4\ub824\uc6e0\uc2b5\ub2c8\ub2e4. \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uac1c\ubc1c\uc774 \ubc1c\uc804\ud568\uc5d0 \ub530\ub77c \uc5c5\uacc4\ub294 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \ub354 \uc791\uace0 \uad00\ub9ac\ud558\uae30 \uc26c\uc6b4 \uad6c\uc131 \uc694\uc18c\ub85c \ubd84\ud574\ud558\ub294 \ubaa8\ub4c8\uc2dd \uc811\uadfc \ubc29\uc2dd\uc73c\ub85c \uc804\ud658\ud558\uae30 \uc2dc\uc791\ud588\uc2b5\ub2c8\ub2e4. \uc774\uac83\uc774 \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \uc544\ud0a4\ud14d\ucc98\uc758 \ub4f1\uc7a5\uc73c\ub85c \uc774\uc5b4\uc84c\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4\ub294 \ub354 \ud070 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uad6c\uc131\ud558\uae30 \uc704\ud574 \ud568\uaed8 \uc791\ub3d9\ud558\ub294 \uc791\uace0 \ub3c5\ub9bd\uc801\uc778 \uc11c\ube44\uc2a4\uc785\ub2c8\ub2e4. \ud655\uc7a5\uc131, \ub0b4\uacb0\ud568\uc131, \uc720\uc9c0\ubcf4\uc218\uc131\uc744 \uadf9\ub300\ud654\ud558\ub3c4\ub85d \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc811\uadfc \ubc29\uc2dd\uc740 \uac1c\ubc1c\uc790\uac00 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \ub354 \ube60\ub974\uace0 \ud6a8\uc728\uc801\uc73c\ub85c \uad6c\ucd95\ud558\uace0 \ubc30\ud3ec\ud560 \uc218 \uc788\ub3c4\ub85d \ud574\uc8fc\uae30 \ub54c\ubb38\uc5d0 \ucd5c\uadfc \uba87 \ub144 \ub3d9\uc548 \uc810\uc810 \ub354 \uc778\uae30\ub97c \uc5bb\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h3>\ub370\ube0c\uc635\uc2a4 \ubb38\ud654\uc758 \ubd80\uc0c1<\/h3>\n<p>\uc18c\ud504\ud2b8\uc6e8\uc5b4 \uac1c\ubc1c\uc5d0 \ud070 \uc601\ud5a5\uc744 \ubbf8\uce5c \ub610 \ub2e4\ub978 \uc8fc\uc694 \ud2b8\ub80c\ub4dc\ub294 DevOps \ubb38\ud654\uc758 \ubd80\uc0c1\uc785\ub2c8\ub2e4. DevOps\ub294 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uac1c\ubc1c(Dev)\uacfc IT \uc6b4\uc601(Ops)\uc744 \uacb0\ud569\ud558\uc5ec \uc2dc\uc2a4\ud15c \uac1c\ubc1c \uc218\uba85 \uc8fc\uae30\ub97c \ub2e8\ucd95\ud558\uace0 \ub192\uc740 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \ud488\uc9c8\uc744 \uc720\uc9c0\ud558\uba74\uc11c \uc9c0\uc18d\uc801\uc778 \ubc30\ud3ec\ub97c \uc81c\uacf5\ud558\ub294 \uc77c\ub828\uc758 \uad00\ud589\uc785\ub2c8\ub2e4.<\/p>\n<p>DevOps \ubb38\ud654\ub294 \uac1c\ubc1c\uc790\uc640 IT \uc6b4\uc601\ud300 \uac04\uc758 \ud611\uc5c5, \uc18c\ud1b5, \uc790\ub3d9\ud654\ub97c \uac15\uc870\ud569\ub2c8\ub2e4. \uc774\ub294 \ub450 \ud300 \uac04\uc758 \uc7a5\ubcbd\uc744 \ud5c8\ubb3c\uace0 \ub354\uc6b1 \ud6a8\uc728\uc801\uc774\uace0 \uac04\uc18c\ud654\ub41c \uac1c\ubc1c \ud504\ub85c\uc138\uc2a4\ub97c \uad6c\ucd95\ud558\ub294 \uac83\uc744 \ubaa9\ud45c\ub85c \ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc811\uadfc \ubc29\uc2dd\uc740 \uc870\uc9c1\uc774 \uc18c\ud504\ud2b8\uc6e8\uc5b4\ub97c \ub354 \ube60\ub974\uace0 \uc548\uc815\uc801\uc73c\ub85c \uad6c\ucd95 \ubc0f \ubc30\ud3ec\ud560 \uc218 \uc788\ub3c4\ub85d \ud574\uc8fc\uae30 \ub54c\ubb38\uc5d0 \ucd5c\uadfc \uba87 \ub144 \ub3d9\uc548 \uc810\uc810 \ub354 \uc778\uae30\ub97c \uc5bb\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc694\uc57d\ud558\uc790\uba74, \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uac1c\ubc1c\uc758 \ubc1c\uc804\uc740 \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \uc544\ud0a4\ud14d\ucc98\uc640 DevOps \ubb38\ud654\uc758 \ub4f1\uc7a5\uc744 \uac00\uc838\uc654\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ucd94\uc138 \ub355\ubd84\uc5d0 \uac1c\ubc1c\uc790\ub4e4\uc740 \uc18c\ud504\ud2b8\uc6e8\uc5b4\ub97c \ub354\uc6b1 \ube60\ub974\uace0 \ud6a8\uc728\uc801\uc73c\ub85c \uad6c\ucd95\ud558\uace0 \ubc30\ud3ec\ud560 \uc218 \uc788\uac8c \ub418\uc5c8\uc73c\uba70, \ub3d9\uc2dc\uc5d0 \uc18c\ud504\ud2b8\uc6e8\uc5b4\uc758 \uc804\ubc18\uc801\uc778 \ud488\uc9c8\ub3c4 \ud5a5\uc0c1\uc2dc\ud0ac \uc218 \uc788\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>\uc778\uacf5\uc9c0\ub2a5 \uac1c\ubc1c<\/h2>\n<p>\uc778\uacf5\uc9c0\ub2a5(AI)\uc740 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uac1c\ubc1c \uc0b0\uc5c5\uc5d0 \ud601\uba85\uc744 \uc77c\uc73c\ud0a4\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uac1c\ubc1c\uc790\ub4e4\uc740 AI\ub97c \ud1b5\ud574 \ub370\uc774\ud130\ub97c \ud559\uc2b5\ud558\uace0 \uc2dc\uac04\uc774 \uc9c0\ub0a8\uc5d0 \ub530\ub77c \uc2a4\uc2a4\ub85c \ubc1c\uc804\ud558\ub294 \ub9e4\uc6b0 \uc9c0\ub2a5\uc801\uc774\uace0 \ud6a8\uc728\uc801\uc778 \uc18c\ud504\ud2b8\uc6e8\uc5b4\ub97c \ub9cc\ub4e4 \uc218 \uc788\uac8c \ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uc774 \uc139\uc158\uc5d0\uc11c\ub294 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uac1c\ubc1c \ud658\uacbd\uc744 \ubcc0\ud654\uc2dc\ud0a4\uace0 \uc788\ub294 AI\uc758 \uc8fc\uc694 \ud2b8\ub80c\ub4dc \uba87 \uac00\uc9c0\ub97c \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n<h3>\uba38\uc2e0\ub7ec\ub2dd \uc6b4\uc601(MLOps)<\/h3>\n<p>\uba38\uc2e0\ub7ec\ub2dd \uc6b4\uc601(MLOps)\uc740 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uac1c\ubc1c \uc5c5\uacc4\uc5d0\uc11c \uc810\ucc28 \uc778\uae30\ub97c \uc5bb\uace0 \uc788\ub294 \ube44\uad50\uc801 \uc0c8\ub85c\uc6b4 \ubd84\uc57c\uc785\ub2c8\ub2e4. MLOps\ub294 \uba38\uc2e0\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998\uc744 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uac1c\ubc1c \ud504\ub85c\uc138\uc2a4\uc5d0 \ud1b5\ud569\ud558\ub294 \uac83\uc744 \uc758\ubbf8\ud569\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uac1c\ubc1c\uc790\ub294 \uba38\uc2e0\ub7ec\ub2dd \ubaa8\ub378\uc744 \ub354\uc6b1 \ud6a8\uc728\uc801\uc774\uace0 \ud655\uc7a5 \uac00\ub2a5\ud55c \ubc29\uc2dd\uc73c\ub85c \uad6c\ucd95, \ud14c\uc2a4\ud2b8 \ubc0f \ubc30\ud3ec\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>MLOps\ub294 \uac1c\ubc1c\uc790\uac00 \uba38\uc2e0\ub7ec\ub2dd \uc218\uba85\uc8fc\uae30 \uc804\ubc18\uc744 \uad00\ub9ac\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud558\ub294 \ud2b9\uc218 \ub3c4\uad6c \ubc0f \uae30\uc220\uc744 \ud65c\uc6a9\ud558\ub294 \uac83\uc744 \uc758\ubbf8\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ub3c4\uad6c\uc5d0\ub294 \ubc84\uc804 \uad00\ub9ac \uc2dc\uc2a4\ud15c, \ub370\uc774\ud130 \uad00\ub9ac \ub3c4\uad6c, \ud14c\uc2a4\ud2b8 \ud504\ub808\uc784\uc6cc\ud06c \ub4f1\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4. MLOps\ub97c \uc0ac\uc6a9\ud558\uba74 \uac1c\ubc1c\uc790\ub294 \uba38\uc2e0\ub7ec\ub2dd \ubaa8\ub378\uc758 \uc815\ud655\uc131, \uc2e0\ub8b0\uc131, \ud655\uc7a5\uc131\uc744 \ubcf4\uc7a5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h3>AI \uc9c0\uc6d0 \ucf54\ub529<\/h3>\n<p>AI \uae30\ubc18 \ucf54\ub529\uc740 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uac1c\ubc1c \uc5c5\uacc4\uc5d0\uc11c \uc8fc\ubaa9\ubc1b\uace0 \uc788\ub294 \ub610 \ub2e4\ub978 \ud2b8\ub80c\ub4dc\uc785\ub2c8\ub2e4. \uc774\ub294 \uba38\uc2e0\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998\uc744 \ud65c\uc6a9\ud558\uc5ec \uac1c\ubc1c\uc790\uc758 \ucf54\ub4dc \uc791\uc131 \uc791\uc5c5\uc744 \uc9c0\uc6d0\ud558\ub294 \uac83\uc744 \uc758\ubbf8\ud569\ub2c8\ub2e4. AI \uae30\ubc18 \ucf54\ub529 \ub3c4\uad6c\ub294 \uac1c\ubc1c\uc790\uac00 \ub354 \ube60\ub974\uace0 \uc815\ud655\ud558\uba70 \uc624\ub958 \ubc1c\uc0dd\ub960\uc744 \ub0ae\ucd94\ub294 \ub370 \ub3c4\uc6c0\uc744 \uc904 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>AI \uae30\ubc18 \ucf54\ub529 \ub3c4\uad6c\ub294 \uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP) \uc54c\uace0\ub9ac\uc998\uc744 \uc0ac\uc6a9\ud558\uc5ec \ucf54\ub4dc\ub97c \ubd84\uc11d\ud558\uace0 \uac1c\ubc1c\uc790\uc5d0\uac8c \uc81c\uc548\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ub3c4\uad6c\ub294 \uac1c\ubc1c\uc790\uac00 \ub354\uc6b1 \ud6a8\uc728\uc801\uc774\uace0 \uac00\ub3c5\uc131\uc774 \ub192\uc73c\uba70 \uc720\uc9c0\ubcf4\uc218\ud558\uae30 \uc26c\uc6b4 \ucf54\ub4dc\ub97c \uc791\uc131\ud558\ub294 \ub370 \ub3c4\uc6c0\uc744 \uc904 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub610\ud55c \ubc84\uadf8\ub97c \ub354 \ube60\ub974\uac8c \ucc3e\uc544 \uc218\uc815\ud558\ub294 \ub370\uc5d0\ub3c4 \uc720\uc6a9\ud569\ub2c8\ub2e4.<\/p>\n<p>\uacb0\ub860\uc801\uc73c\ub85c, AI\ub294 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uac1c\ubc1c \uc0b0\uc5c5\uc744 \ud601\uc2e0\ud558\uace0 \uc788\uc73c\uba70, AI\ub97c \uc801\uadf9\uc801\uc73c\ub85c \uc218\uc6a9\ud558\ub294 \uac1c\ubc1c\uc790\ub294 \ub354\uc6b1 \uc9c0\ub2a5\uc801\uc774\uace0 \ud6a8\uc728\uc801\uc778 \uc18c\ud504\ud2b8\uc6e8\uc5b4\ub97c \uad6c\ucd95\ud560 \uc218 \uc788\uc744 \uac83\uc785\ub2c8\ub2e4. MLOps\uc640 AI \uae30\ubc18 \ucf54\ub529\uc740 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uac1c\ubc1c\uc758 \ubbf8\ub798\ub97c \ub9cc\ub4e4\uc5b4\uac00\ub294 \uc218\ub9ce\uc740 \ud2b8\ub80c\ub4dc \uc911 \ub450 \uac00\uc9c0\uc5d0 \ubd88\uacfc\ud569\ub2c8\ub2e4. AI \ubd84\uc57c\uc758 \ucd5c\uc2e0 \ud2b8\ub80c\ub4dc\ub97c \uc9c0\uc18d\uc801\uc73c\ub85c \ud30c\uc545\ud568\uc73c\ub85c\uc368 \ud601\uc2e0\uc801\uc774\uace0 \ud6a8\uacfc\uc801\uc778 \uc18c\ud504\ud2b8\uc6e8\uc5b4\ub97c \uac1c\ubc1c\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>\ucee8\ud14c\uc774\ub108\ud654<\/h2>\n<p>\ucee8\ud14c\uc774\ub108\ud654 \uae30\uc220\uc740 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uac1c\ubc1c\uc758 \uc0dd\uc0b0\uc131\uacfc \ubbfc\ucca9\uc131\uc744 \ud5a5\uc0c1\uc2dc\ud0a4\ub294 \ub2a5\ub825 \ub355\ubd84\uc5d0 \ucd5c\uadfc \uba87 \ub144 \ub3d9\uc548 \uc5c4\uccad\ub09c \uc778\uae30\ub97c \uc5bb\uc5c8\uc2b5\ub2c8\ub2e4. \ucee8\ud14c\uc774\ub108\ub294 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \ucf54\ub4dc, \ub77c\uc774\ube0c\ub7ec\ub9ac \ubc0f \uc885\uc18d\uc131\uc744 \ud328\ud0a4\uc9d5\ud558\ub294 \uac00\ubccd\uace0 \uc774\uc2dd\uc131\uc774 \ub6f0\uc5b4\ub09c \ubc29\ubc95\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774 \uc139\uc158\uc5d0\uc11c\ub294 Docker \ubc0f \ucee8\ud14c\uc774\ub108 \uc0dd\ud0dc\uacc4\uc640 Kubernetes \ubc0f \uc624\ucf00\uc2a4\ud2b8\ub808\uc774\uc158\uc5d0 \ub300\ud574 \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n<h3>\ub3c4\ucee4 \ubc0f \ucee8\ud14c\uc774\ub108 \uc0dd\ud0dc\uacc4<\/h3>\n<p>Docker\ub294 \uc624\ub298\ub0a0 \uac00\uc7a5 \ub110\ub9ac \uc0ac\uc6a9\ub418\ub294 \ucee8\ud14c\uc774\ub108\ud654 \ud50c\ub7ab\ud3fc \uc911 \ud558\ub098\uc785\ub2c8\ub2e4. \uac1c\ubc1c\uc790\ub294 Docker\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \ucee8\ud14c\uc774\ub108 \ud615\ud0dc\ub85c \uc0dd\uc131, \ubc30\ud3ec \ubc0f \uc2e4\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Docker \ucee8\ud14c\uc774\ub108\ub294 \uac00\ubccd\uace0 \uc774\uc2dd\uc131\uc774 \ub6f0\uc5b4\ub098\uba70 \uc5b4\ub5a4 \uba38\uc2e0\uc5d0\uc11c\ub3c4 \uc2e4\ud589 \uac00\ub2a5\ud558\ubbc0\ub85c \uac1c\ubc1c \ud658\uacbd\uc5d0\uc11c \uc6b4\uc601 \ud658\uacbd\uc73c\ub85c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uc27d\uac8c \uc62e\uae38 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>Docker \uc0dd\ud0dc\uacc4\ub294 \ucee8\ud14c\uc774\ub108 \uc791\uc5c5\uc744 \ub354\uc6b1 \uc27d\uac8c \ub9cc\ub4e4\uc5b4\uc8fc\ub294 \ub2e4\uc591\ud55c \ub3c4\uad6c\uc640 \uc11c\ube44\uc2a4\ub97c \ud3ec\ud568\ud569\ub2c8\ub2e4. \uc5ec\uae30\uc5d0\ub294 \uac1c\ubc1c\uc790\uac00 \uc5ec\ub7ec \ucee8\ud14c\uc774\ub108\ub85c \uad6c\uc131\ub41c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uc815\uc758\ud558\uace0 \uc2e4\ud589\ud560 \uc218 \uc788\ub3c4\ub85d \ud558\ub294 Docker Compose\uc640 \uac1c\ubc1c\uc790\uac00 \ucee8\ud14c\uc774\ub108 \uc774\ubbf8\uc9c0\ub97c \uacf5\uc720\ud558\uace0 \uac80\uc0c9\ud560 \uc218 \uc788\ub294 \uacf5\uac1c \uc800\uc7a5\uc18c\uc778 Docker Hub\uac00 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h3>\ucfe0\ubc84\ub124\ud2f0\uc2a4 \ubc0f \uc624\ucf00\uc2a4\ud2b8\ub808\uc774\uc158<\/h3>\n<p>Kubernetes\ub294 \ucee8\ud14c\uc774\ub108\ud654\ub41c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc758 \ubc30\ud3ec, \ud655\uc7a5 \ubc0f \uad00\ub9ac\ub97c \uc790\ub3d9\ud654\ud558\ub294 \uc624\ud508 \uc18c\uc2a4 \ucee8\ud14c\uc774\ub108 \uc624\ucf00\uc2a4\ud2b8\ub808\uc774\uc158 \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. \ud504\ub85c\ub355\uc158 \ud658\uacbd\uc5d0\uc11c \ucee8\ud14c\uc774\ub108\ud654\ub41c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \ubc30\ud3ec\ud558\uace0 \uad00\ub9ac\ud558\uae30 \uc704\ud55c \uace0\uac00\uc6a9\uc131 \ubc0f \ud655\uc7a5 \uac00\ub2a5\ud55c \ud50c\ub7ab\ud3fc\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n<p>Kubernetes\ub294 \ub300\uaddc\ubaa8 \ucee8\ud14c\uc774\ub108 \uad00\ub9ac\ub97c \uc6a9\uc774\ud558\uac8c \ud558\ub294 \ub2e4\uc591\ud55c \uae30\ub2a5\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uae30\ub2a5\uc5d0\ub294 \uc790\ub3d9 \uc2a4\ucf00\uc77c\ub9c1, \ub85c\ub4dc \ubc38\ub7f0\uc2f1 \ubc0f \uc790\uac00 \ubcf5\uad6c \uae30\ub2a5\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4. \ub610\ud55c Kubernetes\ub294 \uac1c\ubc1c\uc790\uac00 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc758 \uc6d0\ud558\ub294 \uc0c1\ud0dc\ub97c \uc815\uc758\ud560 \uc218 \uc788\ub294 \uc120\uc5b8\uc801 \uad6c\uc131 \ubaa8\ub378\uc744 \uc81c\uacf5\ud558\uc5ec \uc77c\uad00\ub418\uace0 \ubc18\ubcf5 \uac00\ub2a5\ud55c \ubc29\uc2dd\uc73c\ub85c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uad00\ub9ac\ud558\uace0 \ubc30\ud3ec\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/p>\n<p>\uacb0\ub860\uc801\uc73c\ub85c, Docker\uc640 Kubernetes \uac19\uc740 \ucee8\ud14c\uc774\ub108\ud654 \uae30\uc220\uc740 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uac1c\ubc1c \ubc0f \ubc30\ud3ec \ubc29\uc2dd\uc744 \ud601\uc2e0\uc801\uc73c\ub85c \ubcc0\ud654\uc2dc\ucf30\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uae30\uc220\uc740 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uacfc \uc885\uc18d\uc131\uc744 \ud328\ud0a4\uc9d5\ud558\ub294 \uac00\ubccd\uace0 \uc774\uc2dd\uc131\uc774 \ub6f0\uc5b4\ub09c \ubc29\ubc95\uc744 \uc81c\uacf5\ud558\uc5ec \uac1c\ubc1c \ud658\uacbd\uc5d0\uc11c \uc6b4\uc601 \ud658\uacbd\uc73c\ub85c\uc758 \uc774\ub3d9\uc744 \ud6e8\uc52c \uc218\uc6d4\ud558\uac8c \ud574\uc90d\ub2c8\ub2e4. Docker \ubc0f \ucee8\ud14c\uc774\ub108 \uc0dd\ud0dc\uacc4\uc640 Kubernetes \ubc0f \uc624\ucf00\uc2a4\ud2b8\ub808\uc774\uc158\uc740 \ucee8\ud14c\uc774\ub108\ub97c \uc27d\uac8c \ub2e4\ub8e8\uace0 \ub300\uaddc\ubaa8\ub85c \uad00\ub9ac\ud560 \uc218 \uc788\ub3c4\ub85d \ub2e4\uc591\ud55c \ub3c4\uad6c\uc640 \uc11c\ube44\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n<h2>\uc11c\ubc84\ub9ac\uc2a4 \ucef4\ud4e8\ud305<\/h2>\n<p>\uc11c\ubc84\ub9ac\uc2a4 \ucef4\ud4e8\ud305\uc740 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uac1c\ubc1c \ubd84\uc57c\uc5d0\uc11c \uc0c8\ub86d\uac8c \ub5a0\uc624\ub974\ub294 \ud2b8\ub80c\ub4dc\ub85c, \uac1c\ubc1c\uc790\uac00 \uae30\ubcf8 \uc778\ud504\ub77c\uc5d0 \ub300\ud55c \uac71\uc815 \uc5c6\uc774 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \ub85c\uc9c1\uc5d0\ub9cc \uc9d1\uc911\ud560 \uc218 \uc788\ub3c4\ub85d \ud574\uc90d\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc811\uadfc \ubc29\uc2dd\uc740 \ube44\uc6a9 \uc808\uac10, \ud655\uc7a5\uc131 \ud5a5\uc0c1, \uc11c\ubc84 \uce21 \uad00\ub9ac \uc81c\uac70 \ub4f1\uc758 \uc7a5\uc810 \ub355\ubd84\uc5d0 \uc778\uae30\ub97c \uc5bb\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h3>\uc11c\ube44\uc2a4\ud615 \ud568\uc218(FaaS)<\/h3>\n<p>FaaS(Function as a Service)\ub294 \uac1c\ubc1c\uc790\uac00 \ud2b9\uc815 \uc774\ubca4\ud2b8\uc5d0 \uc758\ud574 \ud2b8\ub9ac\uac70\ub418\ub294 \uac1c\ubcc4 \ud568\uc218\ub97c \ubc30\ud3ec\ud560 \uc218 \uc788\ub3c4\ub85d \ud558\ub294 \uc11c\ubc84\ub9ac\uc2a4 \ucef4\ud4e8\ud305 \ubaa8\ub378\uc785\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud568\uc218\ub294 \uc0c1\ud0dc\ub97c \uc800\uc7a5\ud558\uc9c0 \uc54a\uc73c\ubbc0\ub85c \ud638\ucd9c \uac04\uc5d0 \ub370\uc774\ud130\ub97c \uc800\uc7a5\ud558\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4. FaaS \ud50c\ub7ab\ud3fc\uc740 \uc720\uc785\ub418\ub294 \ud2b8\ub798\ud53d\uc5d0 \ub530\ub77c \ud568\uc218 \uc778\uc2a4\ud134\uc2a4 \uc218\ub97c \uc790\ub3d9\uc73c\ub85c \ud655\uc7a5\ud558\uc5ec \uc218\ub3d9 \uac1c\uc785 \uc5c6\uc774 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc774 \ubaa8\ub4e0 \uc6cc\ud06c\ub85c\ub4dc\ub97c \ucc98\ub9ac\ud560 \uc218 \uc788\ub3c4\ub85d \ubcf4\uc7a5\ud569\ub2c8\ub2e4.<\/p>\n<p>AWS Lambda, Azure Functions, Google Cloud Functions\uc640 \uac19\uc740 FaaS(Function as a Service) \ud50c\ub7ab\ud3fc\uc740 \ub2e4\uc591\ud55c \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\uc640 \ud504\ub808\uc784\uc6cc\ud06c\ub97c \uc81c\uacf5\ud558\uc5ec \uac1c\ubc1c\uc790\uac00 \uc791\uc5c5\uc5d0 \uc801\ud569\ud55c \ub3c4\uad6c\ub97c \uc27d\uac8c \uc120\ud0dd\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. \ub610\ud55c API Gateway, DynamoDB, S3\uc640 \uac19\uc740 \ub2e4\ub978 \uc11c\ube44\uc2a4\uc640\uc758 \ud1b5\ud569\uc744 \uc9c0\uc6d0\ud558\uc5ec \uac1c\ubc1c\uc790\uac00 \uae30\ubcf8 \uc778\ud504\ub77c\uc5d0 \ub300\ud55c \uac71\uc815 \uc5c6\uc774 \ubcf5\uc7a1\ud55c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uad6c\ucd95\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4.<\/p>\n<h3>\uc11c\ube44\uc2a4\ud615 \ubc31\uc5d4\ub4dc(BaaS)<\/h3>\n<p>BaaS(Backend as a Service)\ub294 \ubaa8\ubc14\uc77c \ubc0f \uc6f9 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uc704\ud55c \uc644\ubcbd\ud55c \ubc31\uc5d4\ub4dc \uc778\ud504\ub77c\ub97c \uc81c\uacf5\ud558\ub294 \ub610 \ub2e4\ub978 \uc11c\ubc84\ub9ac\uc2a4 \ucef4\ud4e8\ud305 \ubaa8\ub378\uc785\ub2c8\ub2e4. Firebase, AWS Amplify, Parse\uc640 \uac19\uc740 BaaS \ud50c\ub7ab\ud3fc\uc740 \uc778\uc99d, \ub370\uc774\ud130\ubca0\uc774\uc2a4, \uc2a4\ud1a0\ub9ac\uc9c0, \uba54\uc2dc\uc9d5 \ub4f1\uc758 \uc11c\ube44\uc2a4\ub97c \uc81c\uacf5\ud558\uc5ec \uac1c\ubc1c\uc790\uac00 \ud504\ub7f0\ud2b8\uc5d4\ub4dc \uac1c\ubc1c\uc5d0 \uc9d1\uc911\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/p>\n<p>BaaS \ud50c\ub7ab\ud3fc\uc740 FaaS\uc640 \uac19\uc740 \ub2e4\ub978 \uc11c\ube44\uc2a4\uc640\uc758 \ud1b5\ud569\ub3c4 \uc81c\uacf5\ud558\uc5ec \uac1c\ubc1c\uc790\uac00 \uc778\ud504\ub77c\uc5d0 \ub300\ud55c \uac71\uc815 \uc5c6\uc774 \uc644\ubcbd\ud55c \uc11c\ubc84\ub9ac\uc2a4 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uad6c\ucd95\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. \ub610\ud55c \ub2e4\uc591\ud55c \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4 \ubc0f \ud504\ub808\uc784\uc6cc\ud06c\uc6a9 SDK\ub97c \uc81c\uacf5\ud558\uc5ec \uac1c\ubc1c\uc790\uac00 \uae30\uc874 \ucf54\ub4dc\ubca0\uc774\uc2a4\uc640 \uc27d\uac8c \ud1b5\ud569\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/p>\n<p>\uacb0\ub860\uc801\uc73c\ub85c, \uc11c\ubc84\ub9ac\uc2a4 \ucef4\ud4e8\ud305\uc740 \uac1c\ubc1c\uc790\uac00 \uc778\ud504\ub77c\uc5d0 \ub300\ud55c \uac71\uc815 \uc5c6\uc774 \ud655\uc7a5 \uac00\ub2a5\ud558\uace0 \ube44\uc6a9 \ud6a8\uc728\uc801\uc778 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uad6c\ucd95\ud560 \uc218 \uc788\ub3c4\ub85d \ud574\uc8fc\ub294 \uac15\ub825\ud55c \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uac1c\ubc1c \ud2b8\ub80c\ub4dc\uc785\ub2c8\ub2e4. FaaS\uc640 BaaS\ub294 \ub2e4\uc591\ud55c \uc11c\ube44\uc2a4\uc640 \ud1b5\ud569 \uc635\uc158\uc744 \uc81c\uacf5\ud558\uc5ec \uac1c\ubc1c\uc790\uac00 \ubcf5\uc7a1\ud55c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uc27d\uac8c \uad6c\ucd95\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud558\ub294 \ub300\ud45c\uc801\uc778 \uc11c\ubc84\ub9ac\uc2a4 \ucef4\ud4e8\ud305 \ubaa8\ub378\uc785\ub2c8\ub2e4.<\/p>\n<h2>\ud074\ub77c\uc6b0\ub4dc \ub124\uc774\ud2f0\ube0c \uae30\uc220<\/h2>\n<p>\ud074\ub77c\uc6b0\ub4dc \ub124\uc774\ud2f0\ube0c \uae30\uc220\uc740 \ud074\ub77c\uc6b0\ub4dc \ud658\uacbd\uc5d0 \ub9de\ucdb0 \ud2b9\ubcc4\ud788 \uc124\uacc4\ub418\uc5c8\uc73c\uba70, \uae30\uc874 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uac1c\ubc1c \ubc29\uc2dd\uc5d0 \ube44\ud574 \uc5ec\ub7ec \uac00\uc9c0 \uc774\uc810\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774 \uc139\uc158\uc5d0\uc11c\ub294 \ud074\ub77c\uc6b0\ub4dc \ub124\uc774\ud2f0\ube0c \uae30\uc220\uc758 \uc7a5\uc810\uacfc \uadf8\uc5d0 \ub530\ub978 \uacfc\uc81c\ub97c \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n<h3>\ud074\ub77c\uc6b0\ub4dc \ub124\uc774\ud2f0\ube0c\uc758 \uc7a5\uc810<\/h3>\n<p>\ucee8\ud14c\uc774\ub108 \ubc0f \uc11c\ubc84\ub9ac\uc2a4 \ucef4\ud4e8\ud305\uacfc \uac19\uc740 \ud074\ub77c\uc6b0\ub4dc \ub124\uc774\ud2f0\ube0c \uae30\uc220\uc740 \uae30\uc874 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uac1c\ubc1c \ubc29\uc2dd\uc5d0 \ube44\ud574 \uc5ec\ub7ec \uac00\uc9c0 \uc7a5\uc810\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc7a5\uc810\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/p>\n<ul>\n<li><strong>\ud655\uc7a5\uc131:<\/strong> \ud074\ub77c\uc6b0\ub4dc \ub124\uc774\ud2f0\ube0c \uae30\uc220\uc744 \uc0ac\uc6a9\ud558\uba74 \uc6cc\ud06c\ub85c\ub4dc\uc5d0 \ub530\ub77c \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uaddc\ubaa8\ub97c \ud544\uc694\uc5d0 \ub530\ub77c \ud655\uc7a5\ud558\uac70\ub098 \ucd95\uc18c\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub294 \ucee8\ud14c\uc774\ub108\uc640 \uc11c\ubc84\ub9ac\uc2a4 \ud568\uc218\ub97c \ud65c\uc6a9\ud558\uc5ec \uad6c\ud604\ub418\uba70, \uc774\ub7ec\ud55c \uae30\uc220\uc740 \uc5ec\ub7ec \uc11c\ubc84\uc5d0 \uc27d\uac8c \ubcf5\uc81c \ubc0f \ubc30\ud3ec\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li><strong>\uc720\uc5f0\uc131:<\/strong> \ud074\ub77c\uc6b0\ub4dc \ub124\uc774\ud2f0\ube0c \uae30\uc220\uc744 \uc0ac\uc6a9\ud558\uba74 \uc804\uccb4 \uc2dc\uc2a4\ud15c\uc5d0 \uc601\ud5a5\uc744 \uc8fc\uc9c0 \uc54a\uace0\ub3c4 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uc27d\uac8c \uc5c5\ub370\uc774\ud2b8\ud558\uace0 \uc218\uc815\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc758 \uac01 \uad6c\uc131 \uc694\uc18c\uac00 \ub3c5\ub9bd\uc801\uc73c\ub85c \uc791\ub3d9\ud558\ub3c4\ub85d \uc124\uacc4\ub418\uc5c8\uae30 \ub54c\ubb38\uc5d0 \uc2dc\uc2a4\ud15c\uc758 \ub098\uba38\uc9c0 \ubd80\ubd84\uc5d0 \uc601\ud5a5\uc744 \uc8fc\uc9c0 \uc54a\uace0 \uc27d\uac8c \ubcc0\uacbd\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li><strong>\ud68c\ubcf5\ub825:<\/strong> \ud074\ub77c\uc6b0\ub4dc \ub124\uc774\ud2f0\ube0c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc740 \ub192\uc740 \ubcf5\uc6d0\ub825\uc744 \uac16\ub3c4\ub85d \uc124\uacc4\ub418\uc5c8\uc73c\uba70, \ub0b4\uc7a5\ub41c \uc774\uc911\ud654 \ubc0f \uc7a5\uc560 \uc870\uce58 \uae30\ub2a5\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uc11c\ubc84 \uc7a5\uc560 \ub610\ub294 \uae30\ud0c0 \ubb38\uc81c\uac00 \ubc1c\uc0dd\ud558\ub354\ub77c\ub3c4 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uacc4\uc18d \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li><strong>\ube44\uc6a9 \uc808\uac10:<\/strong> \ud074\ub77c\uc6b0\ub4dc \ub124\uc774\ud2f0\ube0c \uae30\uc220\uc740 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uc2e4\ud589\uc5d0 \ud544\uc694\ud55c \ud558\ub4dc\uc6e8\uc5b4 \ubc0f \uc778\ud504\ub77c \uaddc\ubaa8\ub97c \uc904\uc5ec \ube44\uc6a9 \uc808\uac10\uc5d0 \ub3c4\uc6c0\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ucee8\ud14c\uc774\ub108\uc640 \uc11c\ubc84\ub9ac\uc2a4 \ud568\uc218\ub294 \uacf5\uc720 \uc778\ud504\ub77c\uc5d0\uc11c \uc2e4\ud589\ub420 \uc218 \uc788\uc73c\ubbc0\ub85c \ucd1d \uc18c\uc720 \ube44\uc6a9\uc774 \uc808\uac10\ub418\uae30 \ub54c\ubb38\uc785\ub2c8\ub2e4.<\/li>\n<\/ul>\n<h3>\ub3c4\uc804 \uacfc\uc81c \ubc0f \ud574\uacb0\ucc45<\/h3>\n<p>\ud074\ub77c\uc6b0\ub4dc \ub124\uc774\ud2f0\ube0c \uae30\uc220\uc740 \uc218\ub9ce\uc740 \uc774\uc810\uc744 \uc81c\uacf5\ud558\uc9c0\ub9cc, \ub3d9\uc2dc\uc5d0 \uc5ec\ub7ec \uac00\uc9c0 \ubb38\uc81c\uc810\ub3c4 \uc548\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc77c\ubc18\uc801\uc778 \ubb38\uc81c\uc810\uc73c\ub85c\ub294 \ub2e4\uc74c\uacfc \uac19\uc740 \uac83\ub4e4\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<ul>\n<li><strong>\ubcf5\uc7a1\uc131:<\/strong> \ud074\ub77c\uc6b0\ub4dc \ub124\uc774\ud2f0\ube0c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc740 \uc5ec\ub7ec \uad6c\uc131 \uc694\uc18c\uac00 \uc6d0\ud65c\ud558\uac8c \uc5f0\ub3d9\ub418\uc5b4\uc57c \ud558\ubbc0\ub85c \uae30\uc874 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\ubcf4\ub2e4 \ub354 \ubcf5\uc7a1\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub85c \uc778\ud574 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uac1c\ubc1c, \ud14c\uc2a4\ud2b8 \ubc0f \ubc30\ud3ec\uac00 \ub354 \uc5b4\ub824\uc6cc\uc9c8 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li><strong>\ubcf4\uc548:<\/strong> \ud074\ub77c\uc6b0\ub4dc \ub124\uc774\ud2f0\ube0c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc740 \uc778\ud130\ub137\uc5d0 \ub178\ucd9c\ub418\uc5b4 \uc788\uace0 \uacf5\uc720 \uc778\ud504\ub77c\uc5d0 \uc758\uc874\ud558\uae30 \ub54c\ubb38\uc5d0 \ubcf4\uc548 \uc704\ud611\uc5d0 \ub354 \ucde8\uc57d\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub530\ub77c\uc11c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc758 \ubcf4\uc548\uc744 \ud655\ubcf4\ud558\uae30 \uc704\ud574 \ub354\uc6b1 \uc138\uc2ec\ud55c \uc608\ubc29 \uc870\uce58\ub97c \ucde8\ud574\uc57c \ud569\ub2c8\ub2e4.<\/li>\n<li><strong>\ub514\ubc84\uae45:<\/strong> \ud074\ub77c\uc6b0\ub4dc \ub124\uc774\ud2f0\ube0c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc758 \ub514\ubc84\uae45\uc740 \ub3d9\uc2dc\uc5d0 \ub514\ubc84\uae45\ud574\uc57c \ud558\ub294 \uad6c\uc131 \uc694\uc18c\uac00 \ub9ce\uae30 \ub54c\ubb38\uc5d0 \uae30\uc874 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\ubcf4\ub2e4 \ub354 \uc5b4\ub824\uc6b8 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n<p>\uc774\ub7ec\ud55c \uc5b4\ub824\uc6c0\uc744 \uadf9\ubcf5\ud558\uae30 \uc704\ud574\uc11c\ub294 \uc9c0\uc18d\uc801 \ud1b5\ud569 \ubc0f \uc9c0\uc18d\uc801 \ubc30\ud3ec(CI\/CD)\uc640 \uac19\uc740 DevOps \ubc29\uc2dd\uc744 \ub3c4\uc785\ud558\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4. CI\/CD\ub294 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc758 \uac1c\ubc1c, \ud14c\uc2a4\ud2b8 \ubc0f \ubc30\ud3ec\ub97c \uc790\ub3d9\ud654\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4. \ub610\ud55c Kubernetes, Docker, AWS Lambda\uc640 \uac19\uc740 \ub3c4\uad6c\ub97c \ud65c\uc6a9\ud558\uc5ec \ud074\ub77c\uc6b0\ub4dc \ub124\uc774\ud2f0\ube0c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \ub354\uc6b1 \ud6a8\uacfc\uc801\uc73c\ub85c \uad00\ub9ac\ud558\uace0 \uc624\ucf00\uc2a4\ud2b8\ub808\uc774\uc158\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>\uc9c0\uc18d\uc801 \ud1b5\ud569 \ubc0f \ubc30\ud3ec<\/h2>\n<p>\uc9c0\uc18d\uc801 \ud1b5\ud569 \ubc0f \ubc30\ud3ec(CI\/CD)\ub294 \ucf54\ub4dc \ubcc0\uacbd \uc0ac\ud56d\uc744 \uacf5\uc720 \uc800\uc7a5\uc18c\uc5d0 \uc9c0\uc18d\uc801\uc73c\ub85c \ud1b5\ud569\ud558\uace0, \uc774\ub97c \uc790\ub3d9\ud654\ub41c \ubc29\uc2dd\uc73c\ub85c \uc6b4\uc601 \ud658\uacbd\uc5d0 \ubc30\ud3ec\ud558\ub294 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uac1c\ubc1c \ubc29\uc2dd\uc785\ub2c8\ub2e4. \uc774 \ubc29\uc2dd\uc740 \uac1c\ubc1c\uc790\uac00 \uc0c8\ub85c\uc6b4 \uae30\ub2a5 \uad6c\ud604 \ubc0f \ubc84\uadf8 \uc218\uc815 \uc791\uc5c5\uc744 \uc2e0\uc18d\ud558\uace0 \ud6a8\uc728\uc801\uc73c\ub85c \uc218\ud589\ud560 \uc218 \uc788\ub3c4\ub85d \ud574\uc8fc\uae30 \ub54c\ubb38\uc5d0 \ud604\ub300 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uac1c\ubc1c\uc5d0 \ud544\uc218\uc801\uc785\ub2c8\ub2e4.<\/p>\n<h3>CI\/CD \ud30c\uc774\ud504\ub77c\uc778<\/h3>\n<p>CI\/CD \ud30c\uc774\ud504\ub77c\uc778\uc740 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uac1c\ubc1c\uc758 \ud544\uc218\uc801\uc778 \uad6c\uc131 \uc694\uc18c\uc785\ub2c8\ub2e4. \uc804\uccb4 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \ubc30\ud3ec \ud504\ub85c\uc138\uc2a4\ub97c \uc790\ub3d9\ud654\ud558\uae30 \ub54c\ubb38\uc785\ub2c8\ub2e4. \uac1c\ubc1c\uc790\ub294 \uc774\ub97c \ud1b5\ud574 \ucf54\ub4dc \ubcc0\uacbd \uc0ac\ud56d\uc744 \uc790\ub3d9\uc73c\ub85c \ube4c\ub4dc, \ud14c\uc2a4\ud2b8 \ubc0f \ubc30\ud3ec\ud560 \uc218 \uc788\uc73c\ubbc0\ub85c \uc778\uc801 \uc624\ub958\uc758 \uc704\ud5d8\uc744 \uc904\uc774\uace0 \ucf54\ub4dc\uac00 \ud56d\uc0c1 \ubc30\ud3ec \uac00\ub2a5\ud55c \uc0c1\ud0dc\ub97c \uc720\uc9c0\ud558\ub3c4\ub85d \ubcf4\uc7a5\ud569\ub2c8\ub2e4.<\/p>\n<p>CI\/CD \ud30c\uc774\ud504\ub77c\uc778\uc740 \uc77c\ubc18\uc801\uc73c\ub85c \ub2e4\uc74c\uacfc \uac19\uc740 \ub2e8\uacc4\ub97c \ud3ec\ud568\ud569\ub2c8\ub2e4.<\/p>\n<ol>\n<li><strong>\uc18c\uc2a4 \uc81c\uc5b4:<\/strong> \uc774 \ub2e8\uacc4\uc5d0\uc11c\ub294 GitHub \ub610\ub294 GitLab\uacfc \uac19\uc740 \uacf5\uc720 \uc800\uc7a5\uc18c\uc5d0\uc11c \ucf54\ub4dc \ubcc0\uacbd \uc0ac\ud56d\uc744 \uad00\ub9ac\ud569\ub2c8\ub2e4.<\/li>\n<li><strong>\ube4c\ub4dc \ub2e8\uacc4:<\/strong> \uc774 \ub2e8\uacc4\uc5d0\uc11c\ub294 \ucf54\ub4dc \ubcc0\uacbd \uc0ac\ud56d\uc744 \uc2e4\ud589 \uac00\ub2a5\ud55c \ucf54\ub4dc\ub85c \ucef4\ud30c\uc77c\ud569\ub2c8\ub2e4.<\/li>\n<li><strong>\ud14c\uc2a4\ud2b8 \ub2e8\uacc4:<\/strong> \uc774 \ub2e8\uacc4\uc5d0\uc11c\ub294 \ucf54\ub4dc \ubcc0\uacbd \uc0ac\ud56d\uc774 \uc694\uad6c\ub418\ub294 \ud488\uc9c8 \uae30\uc900\uc744 \ucda9\uc871\ud558\ub294\uc9c0 \ud655\uc778\ud558\uae30 \uc704\ud574 \uc790\ub3d9\ud654\ub41c \ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud569\ub2c8\ub2e4.<\/li>\n<li><strong>\ubc30\ud3ec \ub2e8\uacc4:<\/strong> \uc774 \ub2e8\uacc4\uc5d0\uc11c\ub294 \ucf54\ub4dc \ubcc0\uacbd \uc0ac\ud56d\uc744 \ud504\ub85c\ub355\uc158 \ud658\uacbd\uc5d0 \uc790\ub3d9\uc73c\ub85c \ubc30\ud3ec\ud569\ub2c8\ub2e4.<\/li>\n<\/ol>\n<h3>\uc790\ub3d9\ud654 \ubaa8\ubc94 \uc0ac\ub840<\/h3>\n<p>\uc790\ub3d9\ud654\ub294 CI\/CD \ud30c\uc774\ud504\ub77c\uc778\uc758 \ud575\uc2ec \uc694\uc18c\uc785\ub2c8\ub2e4. \uac1c\ubc1c\uc790\ub294 \uc790\ub3d9\ud654\ub97c \ud1b5\ud574 \uc0c8\ub85c\uc6b4 \uae30\ub2a5\uacfc \ubc84\uadf8 \uc218\uc815 \uc0ac\ud56d\uc744 \uc2e0\uc18d\ud558\uace0 \ud6a8\uc728\uc801\uc73c\ub85c \ubc30\ud3ec\ud560 \uc218 \uc788\uc73c\uba70, \uc774\ub294 \ud604\ub300 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uac1c\ubc1c\uc5d0 \ud544\uc218\uc801\uc785\ub2c8\ub2e4. \ub2e4\uc74c\uc740 CI\/CD \ud30c\uc774\ud504\ub77c\uc778 \uc790\ub3d9\ud654\ub97c \uc704\ud55c \uba87 \uac00\uc9c0 \ubaa8\ubc94 \uc0ac\ub840\uc785\ub2c8\ub2e4.<\/p>\n<ol>\n<li><strong>\ubaa8\ub4e0 \uac83\uc744 \uc790\ub3d9\ud654\ud558\uc138\uc694:<\/strong> \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uac1c\ubc1c, \ud14c\uc2a4\ud2b8 \ubc0f \ubc30\ud3ec\ub97c \ud3ec\ud568\ud558\uc5ec \uac00\ub2a5\ud55c \ud55c \ub9ce\uc740 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uc81c\uacf5 \ud504\ub85c\uc138\uc2a4\ub97c \uc790\ub3d9\ud654\ud558\uc2ed\uc2dc\uc624.<\/li>\n<li><strong>\ud45c\uc900\ud654\ub41c \ud504\ub85c\uc138\uc2a4\ub97c \uc0ac\uc6a9\ud558\uc2ed\uc2dc\uc624:<\/strong> \ucf54\ub4dc \ubcc0\uacbd \uc0ac\ud56d\uc744 \ube4c\ub4dc, \ud14c\uc2a4\ud2b8 \ubc0f \ubc30\ud3ec\ud558\ub294 \ub370 \ud45c\uc900\ud654\ub41c \ud504\ub85c\uc138\uc2a4\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc77c\uad00\uc131\uc744 \ubcf4\uc7a5\ud558\uace0 \uc778\uc801 \uc624\ub958\uc758 \uc704\ud5d8\uc744 \uc904\uc774\uc2ed\uc2dc\uc624.<\/li>\n<li><strong>\ucee8\ud14c\uc774\ub108\ub97c \uc0ac\uc6a9\ud558\uc138\uc694:<\/strong> \ucee8\ud14c\uc774\ub108\ub97c \uc0ac\uc6a9\ud558\uba74 \uc18c\ud504\ud2b8\uc6e8\uc5b4\uac00 \ub2e4\uc591\ud55c \ud658\uacbd\uc5d0\uc11c \uc77c\uad00\ub418\uac8c \uc2e4\ud589\ub418\ub3c4\ub85d \ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li><strong>\ubaa8\ub4e0 \uac83\uc744 \uac10\uc2dc\ud558\uc138\uc694:<\/strong> \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uc81c\uacf5 \ud504\ub85c\uc138\uc2a4 \uc804\uccb4\ub97c \ubaa8\ub2c8\ud130\ub9c1\ud558\uc5ec \ubb38\uc81c\ub97c \uc2e0\uc18d\ud558\uac8c \ud30c\uc545\ud558\uace0 \ud574\uacb0\ud569\ub2c8\ub2e4.<\/li>\n<\/ol>\n<p>\uacb0\ub860\uc801\uc73c\ub85c CI\/CD\ub294 \ud604\ub300 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uac1c\ubc1c\uc5d0\uc11c \ud544\uc218\uc801\uc778 \uc694\uc18c\uc785\ub2c8\ub2e4. \uac1c\ubc1c\uc790\ub294 CI\/CD\ub97c \ud1b5\ud574 \uc0c8\ub85c\uc6b4 \uae30\ub2a5\uacfc \ubc84\uadf8 \uc218\uc815 \uc0ac\ud56d\uc744 \uc2e0\uc18d\ud558\uace0 \ud6a8\uc728\uc801\uc73c\ub85c \ubc30\ud3ec\ud560 \uc218 \uc788\uc73c\uba70, \uc774\ub294 \ube60\ub974\uac8c \ubcc0\ud654\ud558\ub294 \uc624\ub298\ub0a0\uc758 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uac1c\ubc1c \ud658\uacbd\uc5d0\uc11c \ub9e4\uc6b0 \uc911\uc694\ud569\ub2c8\ub2e4. \uc790\ub3d9\ud654 \ubaa8\ubc94 \uc0ac\ub840\ub97c \ub530\ub974\uba74 \uac1c\ubc1c\uc790\ub294 \ud6a8\uc728\uc801\uc774\uace0 \uc548\uc815\uc801\uc774\uba70 \uc77c\uad00\uc131 \uc788\ub294 CI\/CD \ud30c\uc774\ud504\ub77c\uc778\uc744 \uad6c\ucd95\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>\uc18c\ud504\ud2b8\uc6e8\uc5b4 \uac1c\ubc1c \ubc29\ubc95\ub860<\/h2>\n<p>\uc18c\ud504\ud2b8\uc6e8\uc5b4 \uac1c\ubc1c\uc5d0 \uc788\uc5b4 \uc62c\ubc14\ub978 \ubc29\ubc95\ub860\uc744 \uc120\ud0dd\ud558\ub294 \uac83\uc740 \ud504\ub85c\uc81d\ud2b8 \uc131\uacf5\uc5d0 \ub9e4\uc6b0 \uc911\uc694\ud569\ub2c8\ub2e4. \ub2e4\uc591\ud55c \ubc29\ubc95\ub860\uc774 \uc874\uc7ac\ud558\uba70, \uac01 \ubc29\ubc95\ub860\uc740 \uace0\uc720\uc758 \uc7a5\ub2e8\uc810\uc744 \uac00\uc9c0\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uc139\uc158\uc5d0\uc11c\ub294 \ub110\ub9ac \uc0ac\uc6a9\ub418\ub294 \ub450 \uac00\uc9c0 \ubc29\ubc95\ub860\uc778 \uc560\uc790\uc77c(\uc2a4\ud06c\ub7fc)\uacfc \ub9b0(\uce78\ubc18)\uc5d0 \ub300\ud574 \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n<h3>\uc560\uc790\uc77c\uacfc \uc2a4\ud06c\ub7fc<\/h3>\n<p>\uc560\uc790\uc77c \ubc29\ubc95\ub860\uc740 \ud611\uc5c5, \uc720\uc5f0\uc131, \uace0\uac1d \ub9cc\uc871\uc744 \uac15\uc870\ud558\ub294 \ubc18\ubcf5\uc801\uc778 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uac1c\ubc1c \uc811\uadfc \ubc29\uc2dd\uc785\ub2c8\ub2e4. \ud504\ub85c\uc81d\ud2b8\ub97c \uc2a4\ud504\ub9b0\ud2b8\ub77c\uace0 \ud558\ub294 \uc791\uace0 \uad00\ub9ac\ud558\uae30 \uc26c\uc6b4 \ub2e8\uc704\ub85c \ub098\ub204\ub294 \uac83\uc774 \ud2b9\uc9d5\uc774\uba70, \uac01 \uc2a4\ud504\ub9b0\ud2b8\ub294 \uc77c\ubc18\uc801\uc73c\ub85c 2~4\uc8fc \ub3d9\uc548 \uc9c4\ud589\ub429\ub2c8\ub2e4. \ubaa9\ud45c\ub294 \uac01 \uc2a4\ud504\ub9b0\ud2b8\uac00 \ub05d\ub0a0 \ub54c \uc791\ub3d9 \uac00\ub2a5\ud55c \uc81c\ud488\uc744 \uc81c\uacf5\ud558\ub294 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<p>\uc2a4\ud06c\ub7fc\uc740 \uc560\uc790\uc77c \ubc29\ubc95\ub860\uc744 \uad6c\ud604\ud558\uae30 \uc704\ud55c \ud504\ub808\uc784\uc6cc\ud06c\uc785\ub2c8\ub2e4. \ub2e4\uc591\ud55c \ubd84\uc57c\uc758 \uad6c\uc131\uc6d0\uc73c\ub85c \uc774\ub8e8\uc5b4\uc9c4 \ud300\uc774 \ud611\ub825\ud558\uc5ec \uc810\uc9c4\uc801\uc73c\ub85c \uc644\uc131\ub3c4 \ub192\uc740 \uacb0\uacfc\ubb3c\uc744 \ub9cc\ub4e4\uc5b4\ub0b4\ub294 \uac83\uc744 \ubaa9\ud45c\ub85c \ud569\ub2c8\ub2e4. \ud300\uc740 \ub9e4\uc77c \ud68c\uc758\ub97c \ud1b5\ud574 \uc9c4\ud589 \uc0c1\ud669\uc744 \ub17c\uc758\ud558\uace0, \uc7a5\uc560\ubb3c\uc744 \ud30c\uc545\ud558\uba70, \ub2e4\uc74c \ub2e8\uacc4\ub97c \uacc4\ud68d\ud569\ub2c8\ub2e4. \uc2a4\ud06c\ub7fc \ub9c8\uc2a4\ud130\ub294 \ud300\uc774 \uc2a4\ud06c\ub7fc \ud504\ub808\uc784\uc6cc\ud06c\ub97c \uc900\uc218\ud558\ub3c4\ub85d \uad00\ub9ac\ud558\uace0, \uc9c4\ud589\uc744 \ubc29\ud574\ud560 \uc218 \uc788\ub294 \ubaa8\ub4e0 \uc7a5\uc560\ubb3c\uc744 \uc81c\uac70\ud558\ub294 \uc5ed\ud560\uc744 \ub2f4\ub2f9\ud569\ub2c8\ub2e4.<\/p>\n<p>\uc560\uc790\uc77c\uacfc \uc2a4\ud06c\ub7fc\uc740 \ubcc0\ud654\ud558\ub294 \uc694\uad6c\uc0ac\ud56d\uc5d0 \uc720\uc5f0\ud558\uac8c \uc801\uc751\ud560 \uc218 \uc788\uc5b4 \uc778\uae30\uac00 \ub192\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubc29\ubc95\ub860\uc740 \ube60\ub978 \ud53c\ub4dc\ubc31\uacfc \ud611\uc5c5\uc744 \uac00\ub2a5\ud558\uac8c \ud558\uc5ec \ub354 \ub098\uc740 \uc81c\ud488\uacfc \uace0\uac1d \ub9cc\uc871\ub3c4\ub97c \ub192\uc5ec\uc90d\ub2c8\ub2e4.<\/p>\n<h3>\ub9b0(Lean)\uacfc \uce78\ubc18(Kanban)<\/h3>\n<p>\ub9b0(Lean) \ubc29\ubc95\ub860\uc740 \ub9b0 \uc81c\uc870(Lean manufacturing) \uc6d0\uce59\uc5d0 \uae30\ubc18\ud558\uba70 \ub0ad\ube44\ub97c \uc81c\uac70\ud558\uace0 \uac00\uce58\ub97c \uadf9\ub300\ud654\ud558\ub294 \ub370 \uc911\uc810\uc744 \ub461\ub2c8\ub2e4. \uc9c0\uc18d\uc801\uc778 \uac1c\uc120\uc744 \ucd94\uad6c\ud558\uace0 \uace0\uac1d\uc5d0\uac8c \ucd5c\ub300\ud55c \ube60\ub974\uac8c \uac00\uce58\ub97c \uc81c\uacf5\ud558\ub294 \uac83\uc744 \ubaa9\ud45c\ub85c \ud569\ub2c8\ub2e4. \ub9b0 \ubc29\ubc95\ub860\uc740 \uc560\uc790\uc77c(Agile) \ubc29\ubc95\ub860\uacfc \ud568\uaed8 \uc0ac\uc6a9\ub418\ub294 \uacbd\uc6b0\uac00 \ub9ce\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uce78\ubc18\uc740 \ub9b0(Lean) \ubc29\ubc95\ub860\uc744 \uad6c\ud604\ud558\uae30 \uc704\ud55c \uc2dc\uac01\uc801 \ud504\ub808\uc784\uc6cc\ud06c\uc785\ub2c8\ub2e4. \uc774\ub294 \uc791\uc5c5 \ud750\ub984\uc744 \uc2dc\uac01\ud654\ud558\uace0, \uc9c4\ud589 \uc911\uc778 \uc791\uc5c5\uc744 \uc81c\ud55c\ud558\uba70, \ud750\ub984\uc744 \uad00\ub9ac\ud558\ub294 \uac83\uc744 \ud3ec\ud568\ud569\ub2c8\ub2e4. \ubaa9\ud45c\ub294 \uc791\uc5c5 \ud750\ub984\uc744 \ucd5c\uc801\ud654\ud558\uace0 \ub0ad\ube44\ub97c \ucd5c\uc18c\ud654\ud558\ub294 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<p>\ub9b0(Lean)\uacfc \uce78\ubc18(Kanban)\uc740 \ud300\uc774 \uace0\uac1d\uc5d0\uac8c \uac00\uce58\ub97c \uc81c\uacf5\ud558\uace0 \ub0ad\ube44\ub97c \uc81c\uac70\ud558\ub294 \ub370 \uc9d1\uc911\ud560 \uc218 \uc788\ub3c4\ub85d \ub3c4\uc640\uc8fc\uae30 \ub54c\ubb38\uc5d0 \uc778\uae30\uac00 \ub192\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubc29\ubc95\ub4e4\uc740 \uc6cc\ud06c\ud50c\ub85c\ub97c \uba85\ud655\ud558\uac8c \ubcf4\uc5ec\uc8fc\uc5b4 \ubcd1\ubaa9 \ud604\uc0c1\uacfc \uac1c\uc120 \uc601\uc5ed\uc744 \ud30c\uc545\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4.<\/p>\n<p>\uc694\uc57d\ud558\uc790\uba74, \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uac1c\ubc1c \ud504\ub85c\uc81d\ud2b8\uc758 \uc131\uacf5\uc744 \uc704\ud574\uc11c\ub294 \uc62c\ubc14\ub978 \ubc29\ubc95\ub860\uc744 \uc120\ud0dd\ud558\ub294 \uac83\uc774 \ub9e4\uc6b0 \uc911\uc694\ud569\ub2c8\ub2e4. \uc560\uc790\uc77c\uacfc \uc2a4\ud06c\ub7fc\uc740 \uc720\uc5f0\uc131\uacfc \uc801\uc751\uc131 \ub355\ubd84\uc5d0 \uc778\uae30\uac00 \ub192\uc73c\uba70, \ub9b0\uacfc \uce78\ubc18\uc740 \uac00\uce58 \ucc3d\ucd9c\uacfc \ub0ad\ube44 \uc81c\uac70\uc5d0 \uc911\uc810\uc744 \ub450\ub294 \uac83\uc73c\ub85c \uc720\uba85\ud569\ub2c8\ub2e4. \ubc29\ubc95\ub860\uc744 \uc120\ud0dd\ud560 \ub54c\ub294 \ud504\ub85c\uc81d\ud2b8 \uc694\uad6c \uc0ac\ud56d\uacfc \ud300 \uad6c\uc870\ub97c \uace0\ub824\ud574\uc57c \ud569\ub2c8\ub2e4.<\/p>\n<h2>\ud504\ub85c\uadf8\ub798\ubc0d \ud328\ub7ec\ub2e4\uc784<\/h2>\n<p>\uc18c\ud504\ud2b8\uc6e8\uc5b4 \uac1c\ubc1c\uc774 \uacc4\uc18d \ubc1c\uc804\ud568\uc5d0 \ub530\ub77c \ud504\ub85c\uadf8\ub798\ubc0d \ud328\ub7ec\ub2e4\uc784\ub3c4 \ud568\uaed8 \ubc1c\uc804\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ucd5c\uadfc \uba87 \ub144 \ub3d9\uc548 \uc778\uae30\ub97c \uc5bb\uc740 \ub450 \uac00\uc9c0 \ub300\ud45c\uc801\uc778 \ud504\ub85c\uadf8\ub798\ubc0d \ud328\ub7ec\ub2e4\uc784\uc740 \ud568\uc218\ud615 \ud504\ub85c\uadf8\ub798\ubc0d\uacfc \ubc18\uc751\ud615 \ud504\ub85c\uadf8\ub798\ubc0d\uc785\ub2c8\ub2e4.<\/p>\n<h3>\ud568\uc218\ud615 \ud504\ub85c\uadf8\ub798\ubc0d<\/h3>\n<p>\ud568\uc218\ud615 \ud504\ub85c\uadf8\ub798\ubc0d\uc740 \ubd80\uc791\uc6a9\uc774 \uc5c6\uace0 \ub3d9\uc77c\ud55c \uc785\ub825\uc774 \uc8fc\uc5b4\uc9c0\uba74 \ud56d\uc0c1 \ub3d9\uc77c\ud55c \ucd9c\ub825\uc744 \ubc18\ud658\ud558\ub294 \uc21c\uc218 \ud568\uc218\uc758 \uc0ac\uc6a9\uc744 \uac15\uc870\ud558\ub294 \ud504\ub85c\uadf8\ub798\ubc0d \ud328\ub7ec\ub2e4\uc784\uc785\ub2c8\ub2e4. \uc774 \ud328\ub7ec\ub2e4\uc784\uc740 \uac1c\ubc1c\uc790\uac00 \ub354 \uac04\uacb0\ud558\uace0 \uc608\uce21 \uac00\ub2a5\ud55c \ucf54\ub4dc\ub97c \uc791\uc131\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub418\uae30 \ub54c\ubb38\uc5d0 \uc778\uae30\ub97c \uc5bb\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ud568\uc218\ud615 \ud504\ub85c\uadf8\ub798\ubc0d\uc758 \uc7a5\uc810 \uc911 \ud558\ub098\ub294 \ucf54\ub4dc\ub97c \ub354 \uc27d\uac8c \uc774\ud574\ud560 \uc218 \uc788\ub2e4\ub294 \uac83\uc785\ub2c8\ub2e4. \uc21c\uc218 \ud568\uc218\ub294 \ubd80\uc791\uc6a9\uc774 \uc5c6\uae30 \ub54c\ubb38\uc5d0 \uc785\ub825\uacfc \ucd9c\ub825\ub9cc \ubd10\ub3c4 \ud568\uc218\uac00 \ubb34\uc5c7\uc744 \ud558\ub294\uc9c0 \uc27d\uac8c \ud30c\uc545\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub610\ud55c, \uac01 \ud568\uc218\uac00 \uc790\uccb4\uc801\uc73c\ub85c \uc644\uacb0\ub418\uc5b4 \uc788\uace0 \uc678\ubd80 \uc0c1\ud0dc\uc5d0 \uc758\uc874\ud558\uc9c0 \uc54a\uc73c\ubbc0\ub85c, \ud568\uc218\ud615 \ud504\ub85c\uadf8\ub798\ubc0d\uc740 \ucf54\ub4dc\ub97c \ub354 \ubaa8\ub4c8\ud654\ud558\uace0 \ud14c\uc2a4\ud2b8\ud558\uae30 \uc27d\uac8c \ub9cc\ub4e4\uc5b4 \uc90d\ub2c8\ub2e4.<\/p>\n<h3>\ubc18\uc751\ud615 \ud504\ub85c\uadf8\ub798\ubc0d<\/h3>\n<p>\ubc18\uc751\ud615 \ud504\ub85c\uadf8\ub798\ubc0d\uc740 \ube44\ub3d9\uae30 \ub370\uc774\ud130 \uc2a4\ud2b8\ub9bc \uc0ac\uc6a9\uc744 \uac15\uc870\ud558\ub294 \ud504\ub85c\uadf8\ub798\ubc0d \ud328\ub7ec\ub2e4\uc784\uc785\ub2c8\ub2e4. \uc774 \ud328\ub7ec\ub2e4\uc784\uc740 \uac1c\ubc1c\uc790\uac00 \ub354\uc6b1 \ubc18\uc751\uc131\uc774 \ub6f0\uc5b4\ub098\uace0 \ud655\uc7a5 \uac00\ub2a5\ud55c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uad6c\ucd95\ud560 \uc218 \uc788\ub3c4\ub85d \ud574\uc8fc\uae30 \ub54c\ubb38\uc5d0 \uc778\uae30\ub97c \uc5bb\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ubc18\uc751\ud615 \ud504\ub85c\uadf8\ub798\ubc0d\uc758 \uc7a5\uc810 \uc911 \ud558\ub098\ub294 \uac1c\ubc1c\uc790\uac00 \ube44\ub3d9\uae30 \uc774\ubca4\ud2b8\ub97c \ubcf4\ub2e4 \uc9c1\uad00\uc801\uc778 \ubc29\uc2dd\uc73c\ub85c \ucc98\ub9ac\ud560 \uc218 \uc788\ub2e4\ub294 \uac83\uc785\ub2c8\ub2e4. \ucf5c\ubc31\uc774\ub098 \ud504\ub85c\ubbf8\uc2a4 \ub300\uc2e0, \ubc18\uc751\ud615 \ud504\ub85c\uadf8\ub798\ubc0d\uc740 \ub2e4\uc591\ud55c \ubc29\uc2dd\uc73c\ub85c \uc870\ud569\ud558\uace0 \ubcc0\ud658\ud560 \uc218 \uc788\ub294 \uad00\ucc30 \uac00\ub2a5\ud55c \uc2dc\ud000\uc2a4\ub97c \uc0ac\uc6a9\ud569\ub2c8\ub2e4. \ub610\ud55c, \ubc18\uc751\ud615 \ud504\ub85c\uadf8\ub798\ubc0d\uc740 \ub370\uc774\ud130 \ubcc0\ud658 \ubc0f \uacb0\ud569 \ubc29\uc2dd\uc744 \uc120\uc5b8\uc801\uc73c\ub85c \uc815\uc758\ud560 \uc218 \uc788\ub294 \ubc29\ubc95\uc744 \uc81c\uacf5\ud558\uae30 \ub54c\ubb38\uc5d0 \ubcf5\uc7a1\ud55c \ub370\uc774\ud130 \ud750\ub984\uc744 \ub354 \uc27d\uac8c \ucc98\ub9ac\ud560 \uc218 \uc788\ub3c4\ub85d \ud574\uc90d\ub2c8\ub2e4.<\/p>\n<p>\uacb0\ub860\uc801\uc73c\ub85c, \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uac1c\ubc1c\uc774 \uacc4\uc18d \ubc1c\uc804\ud568\uc5d0 \ub530\ub77c \ucd5c\uc2e0 \ud504\ub85c\uadf8\ub798\ubc0d \ud328\ub7ec\ub2e4\uc784\uc744 \uc219\uc9c0\ud558\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4. \ud568\uc218\ud615 \ud504\ub85c\uadf8\ub798\ubc0d\uacfc \ubc18\uc751\ud615 \ud504\ub85c\uadf8\ub798\ubc0d\uc740 \uac1c\ubc1c\uc790\uac00 \ub354\uc6b1 \uac04\uacb0\ud558\uace0 \uc608\uce21 \uac00\ub2a5\ud558\uba70 \ud655\uc7a5 \uac00\ub2a5\ud55c \ucf54\ub4dc\ub97c \uc791\uc131\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub418\ub294 \ub450 \uac00\uc9c0 \uc778\uae30 \uc788\ub294 \ud328\ub7ec\ub2e4\uc784\uc785\ub2c8\ub2e4.<\/p>\n<h2>\uc18c\ud504\ud2b8\uc6e8\uc5b4 \uac1c\ubc1c\uc5d0\uc11c\uc758 \ubcf4\uc548<\/h2>\n<p>\uc18c\ud504\ud2b8\uc6e8\uc5b4 \uac1c\ubc1c\uc5d0 \uc788\uc5b4 \ubcf4\uc548\uc740 \uc808\ub300 \uac04\uacfc\ud574\uc11c\ub294 \uc548 \ub420 \uc911\uc694\ud55c \uc694\uc18c\uc785\ub2c8\ub2e4. \uc0ac\uc774\ubc84 \uacf5\uaca9\uacfc \ub370\uc774\ud130 \uc720\ucd9c\uc774 \uc99d\uac00\ud568\uc5d0 \ub530\ub77c, \uc18c\ud504\ud2b8\uc6e8\uc5b4\ub97c \ucc98\uc74c\ubd80\ud130 \uc548\uc804\ud558\uac8c \uc124\uacc4\ud558\ub294 \uac83\uc774 \uadf8 \uc5b4\ub290 \ub54c\ubcf4\ub2e4 \uc911\uc694\ud574\uc84c\uc2b5\ub2c8\ub2e4. \uc774 \uc139\uc158\uc5d0\uc11c\ub294 \uc548\uc804\ud55c \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uac1c\ubc1c\uc744 \uc704\ud55c \uba87 \uac00\uc9c0 \ubaa8\ubc94 \uc0ac\ub840\ub97c \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n<h3>\uc548\uc804\ud55c \ucf54\ub529 \uad00\ud589<\/h3>\n<p>\uc548\uc804\ud55c \uc18c\ud504\ud2b8\uc6e8\uc5b4\ub97c \uad6c\ucd95\ud558\ub824\uba74 \uc548\uc804\ud55c \ucf54\ub529 \uad00\ud589\uc774 \ud544\uc218\uc801\uc785\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uad00\ud589\uc744 \ub530\ub974\uba74 \ucf54\ub4dc\uc5d0 \ucde8\uc57d\uc810\uc774 \uc0dd\uae38 \uac00\ub2a5\uc131\uc744 \uc904\uc77c \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub2e4\uc74c\uc740 \uc548\uc804\ud55c \ucf54\ub529\uc744 \uc704\ud55c \uba87 \uac00\uc9c0 \ubaa8\ubc94 \uc0ac\ub840\uc785\ub2c8\ub2e4.<\/p>\n<ul>\n<li><strong>\uc785\ub825 \uc720\ud6a8\uc131 \uac80\uc0ac<\/strong>SQL \uc778\uc81d\uc158 \ubc0f \ud06c\ub85c\uc2a4 \uc0ac\uc774\ud2b8 \uc2a4\ud06c\ub9bd\ud305(XSS)\uacfc \uac19\uc740 \uacf5\uaca9\uc744 \ubc29\uc9c0\ud558\uae30 \uc704\ud574 \ud56d\uc0c1 \uc0ac\uc6a9\uc790 \uc785\ub825\uc744 \uac80\uc99d\ud558\uc2ed\uc2dc\uc624.<\/li>\n<li><strong>\uc548\uc804\ud55c \uc778\uc99d<\/strong>\ubb34\ub2e8 \uc811\uadfc\uc744 \ubc29\uc9c0\ud558\uae30 \uc704\ud574 \ub2e4\ub2e8\uacc4 \uc778\uc99d(MFA)\uacfc \uac19\uc740 \uac15\ub825\ud55c \uc778\uc99d \uba54\ucee4\ub2c8\uc998\uc744 \uc0ac\uc6a9\ud558\uc2ed\uc2dc\uc624.<\/li>\n<li><strong>\uc624\ub958 \ucc98\ub9ac<\/strong>\uc815\ubcf4 \uc720\ucd9c \ubc0f \uae30\ud0c0 \ucde8\uc57d\uc810\uc744 \ubc29\uc9c0\ud558\uae30 \uc704\ud574 \uc801\uc808\ud55c \uc624\ub958 \ucc98\ub9ac\ub97c \uad6c\ud604\ud558\uc2ed\uc2dc\uc624.<\/li>\n<li><strong>\uc554\ud638\ud654<\/strong>\uc804\uc1a1 \uc911\uc774\uac70\ub098 \uc800\uc7a5\ub41c \ubbfc\uac10\ud55c \ub370\uc774\ud130\ub97c \ubcf4\ud638\ud558\uae30 \uc704\ud574 \uc554\ud638\ud654\ub97c \uc0ac\uc6a9\ud558\uc2ed\uc2dc\uc624.<\/li>\n<li><strong>\ucd5c\uc18c \ud2b9\uad8c<\/strong>\ucd5c\uc18c \uad8c\ud55c \uc6d0\uce59\uc744 \ub530\ub974\uc2ed\uc2dc\uc624. \uc989, \uc0ac\uc6a9\uc790\uac00 \uc791\uc5c5\uc744 \uc218\ud589\ud558\ub294 \ub370 \ud544\uc694\ud55c \ucd5c\uc18c\ud55c\uc758 \uc811\uadfc \uad8c\ud55c\ub9cc \ubd80\uc5ec\ud574\uc57c \ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n<h3>DevSecOps<\/h3>\n<p>DevSecOps\ub294 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uac1c\ubc1c \ud504\ub85c\uc138\uc2a4\uc5d0 \ubcf4\uc548\uc744 \ud1b5\ud569\ud558\ub294 \ubc29\ubc95\ub860\uc785\ub2c8\ub2e4. \ucc98\uc74c\ubd80\ud130 \ubcf4\uc548\uc744 \uace0\ub824\ud568\uc73c\ub85c\uc368 \ucf54\ub4dc\uc5d0 \ucde8\uc57d\uc810\uc774 \ubc1c\uc0dd\ud560 \uac00\ub2a5\uc131\uc744 \uc904\uc77c \uc218 \uc788\uc2b5\ub2c8\ub2e4. DevSecOps\uc758 \uc8fc\uc694 \uc6d0\uce59\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/p>\n<ul>\n<li><strong>\uc624\ud1a0\uba54\uc774\uc158<\/strong>\uc790\ub3d9\ud654\ub97c \ud65c\uc6a9\ud558\uc5ec \ubcf4\uc548 \ud14c\uc2a4\ud2b8\ub97c \uc9c0\uc18d\uc801 \ud1b5\ud569\/\uc9c0\uc18d\uc801 \ubc30\ud3ec(CI\/CD) \ud30c\uc774\ud504\ub77c\uc778\uc5d0 \ud1b5\ud569\ud558\uc2ed\uc2dc\uc624.<\/li>\n<li><strong>\ud611\ub3d9<\/strong>\uac1c\ubc1c\uc790, \uc6b4\uc601\ud300, \ubcf4\uc548\ud300 \uac04\uc758 \ud611\uc5c5\uc744 \uc7a5\ub824\ud558\uc5ec \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uac1c\ubc1c \ud504\ub85c\uc138\uc2a4\uc758 \ubaa8\ub4e0 \ub2e8\uacc4\uc5d0 \ubcf4\uc548\uc774 \ud1b5\ud569\ub418\ub3c4\ub85d \ud569\ub2c8\ub2e4.<\/li>\n<li><strong>\uc9c0\uc18d\uc801\uc778 \ubaa8\ub2c8\ud130\ub9c1<\/strong>\uc18c\ud504\ud2b8\uc6e8\uc5b4\ub97c \uc9c0\uc18d\uc801\uc73c\ub85c \ubaa8\ub2c8\ud130\ub9c1\ud558\uc5ec \ubcf4\uc548 \uc0ac\uace0\ub97c \uc2e4\uc2dc\uac04\uc73c\ub85c \uac10\uc9c0\ud558\uace0 \ub300\uc751\ud558\uc2ed\uc2dc\uc624.<\/li>\n<li><strong>\uc704\ud5d8 \uad00\ub9ac<\/strong>\uc7a0\uc7ac\uc801\uc778 \ubcf4\uc548 \uc704\ud5d8\uc744 \uc2dd\ubcc4\ud558\uace0 \uc6b0\uc120\uc21c\uc704\ub97c \uc815\ud558\ub294 \uc704\ud5d8 \uad00\ub9ac \ud504\ub85c\uadf8\ub7a8\uc744 \uad6c\ud604\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n<p>\uc548\uc804\ud55c \ucf54\ub529\uc744 \uc704\ud55c \uc774\ub7ec\ud55c \ubaa8\ubc94 \uc0ac\ub840\ub97c \ub530\ub974\uace0 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uac1c\ubc1c\uc5d0 DevSecOps \uc811\uadfc \ubc29\uc2dd\uc744 \uad6c\ud604\ud558\uba74 \ucf54\ub4dc\uc5d0 \ucde8\uc57d\uc810\uc774 \uc720\uc785\ub420 \uac00\ub2a5\uc131\uc744 \uc904\uc774\uace0 \ub354\uc6b1 \uc548\uc804\ud55c \uc18c\ud504\ud2b8\uc6e8\uc5b4\ub97c \uad6c\ucd95\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>\uc131\ub2a5 \ucd5c\uc801\ud654<\/h2>\n<p>\uc18c\ud504\ud2b8\uc6e8\uc5b4 \uac1c\ubc1c\uc5d0 \uc788\uc5b4 \uc131\ub2a5 \ucd5c\uc801\ud654\ub294 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc758 \uc131\uacf5 \uc5ec\ubd80\ub97c \uacb0\uc815\uc9d3\ub294 \ub9e4\uc6b0 \uc911\uc694\ud55c \uc694\uc18c\uc785\ub2c8\ub2e4. \uc774 \uc139\uc158\uc5d0\uc11c\ub294 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uc131\ub2a5\uc744 \ucd5c\uc801\ud654\ud558\ub294 \ub370 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \ub450 \uac00\uc9c0 \uc911\uc694\ud55c \uae30\uc220\uc778 \ucf54\ub4dc \ud504\ub85c\ud30c\uc77c\ub9c1\uacfc \ubd80\ud558 \ud14c\uc2a4\ud2b8\uc5d0 \ub300\ud574 \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n<h3>\ucf54\ub4dc \ud504\ub85c\ud30c\uc77c\ub9c1<\/h3>\n<p>\ucf54\ub4dc \ud504\ub85c\ud30c\uc77c\ub9c1\uc740 \uc131\ub2a5 \ubcd1\ubaa9 \ud604\uc0c1\uc744 \ud30c\uc545\ud558\uae30 \uc704\ud574 \ucf54\ub4dc\ub97c \ubd84\uc11d\ud558\ub294 \uacfc\uc815\uc785\ub2c8\ub2e4. \ucf54\ub4dc \ud504\ub85c\ud30c\uc77c\ub9c1\uc744 \ud1b5\ud574 \ucf54\ub4dc\uc758 \uc5b4\ub290 \ubd80\ubd84\uc774 \uc2e4\ud589\uc5d0 \uac00\uc7a5 \ub9ce\uc740 \uc2dc\uac04\uc744 \uc18c\ubaa8\ud558\ub294\uc9c0 \ud30c\uc545\ud558\uace0 \ud574\ub2f9 \ubd80\ubd84\uc744 \ucd5c\uc801\ud654\ud558\uc5ec \uc131\ub2a5\uc744 \ud5a5\uc0c1\uc2dc\ud0ac \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ucf54\ub4dc \ud504\ub85c\ud30c\uc77c\ub9c1\uc5d0 \ub110\ub9ac \uc0ac\uc6a9\ub418\ub294 \ub3c4\uad6c \uc911 \ud558\ub098\ub294 PyCharm\uc785\ub2c8\ub2e4. PyCharm\uc740 \ud30c\uc774\uc36c \ucf54\ub4dc\ub97c \ubd84\uc11d\ud558\ub294 \ub370 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \ub0b4\uc7a5 \ud504\ub85c\ud30c\uc77c\ub7ec\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774 \ud504\ub85c\ud30c\uc77c\ub7ec\ub294 \uc2e4\ud589 \uc2dc\uac04\uc774 \uac00\uc7a5 \uc624\ub798 \uac78\ub9ac\ub294 \ud568\uc218, \ud638\ucd9c \ud69f\uc218, \uac01 \ud568\uc218\uc5d0\uc11c \uc18c\uc694\ub418\ub294 \uc2dc\uac04 \ub4f1\uc744 \ubcf4\uc5ec\uc8fc\ub294 \ubcf4\uace0\uc11c\ub97c \uc0dd\uc131\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc815\ubcf4\ub97c \ubc14\ud0d5\uc73c\ub85c \uc131\ub2a5 \ucd5c\uc801\ud654\uac00 \ud544\uc694\ud55c \ud568\uc218\ub97c \ud30c\uc545\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h3>\ubd80\ud558 \ud14c\uc2a4\ud2b8<\/h3>\n<p>\ubd80\ud558 \ud14c\uc2a4\ud2b8\ub294 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \uc0ac\uc6a9\uc790 \ud2b8\ub798\ud53d\uc744 \uc2dc\ubbac\ub808\uc774\uc158\ud558\uc5ec \uacfc\ubd80\ud558 \uc0c1\ud0dc\uc5d0\uc11c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc774 \uc5bc\ub9c8\ub098 \uc798 \uc791\ub3d9\ud558\ub294\uc9c0 \ud655\uc778\ud558\ub294 \uacfc\uc815\uc785\ub2c8\ub2e4. \ubd80\ud558 \ud14c\uc2a4\ud2b8\ub97c \ud1b5\ud574 \uc131\ub2a5 \ubcd1\ubaa9 \ud604\uc0c1\uc744 \ud30c\uc545\ud558\uace0 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc774 \uc608\uc0c1\ub418\ub294 \ud2b8\ub798\ud53d\uc744 \ucc98\ub9ac\ud560 \uc218 \uc788\ub294\uc9c0 \ud655\uc778\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ubd80\ud558 \ud14c\uc2a4\ud2b8\uc5d0 \ub110\ub9ac \uc0ac\uc6a9\ub418\ub294 \ub3c4\uad6c \uc911 \ud558\ub098\ub294 Apache JMeter\uc785\ub2c8\ub2e4. JMeter\ub97c \uc0ac\uc6a9\ud558\uba74 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \ub300\ud55c \uc0ac\uc6a9\uc790 \ud2b8\ub798\ud53d\uc744 \uc2dc\ubbac\ub808\uc774\uc158\ud558\ub294 \ud14c\uc2a4\ud2b8 \uacc4\ud68d\uc744 \ub9cc\ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4. JMeter\ub97c \ud1b5\ud574 \uc218\ubc31 \ub610\ub294 \uc218\ucc9c \uba85\uc758 \uc0ac\uc6a9\uc790\uac00 \ub3d9\uc2dc\uc5d0 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \uc811\uc18d\ud558\ub294 \uc0c1\ud669\uc744 \uc2dc\ubbac\ub808\uc774\uc158\ud558\uace0, \uacfc\ubd80\ud558 \uc0c1\ud0dc\uc5d0\uc11c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc758 \uc131\ub2a5\uc744 \uce21\uc815\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ubd80\ud558 \ud14c\uc2a4\ud2b8 \uc678\uc5d0\ub3c4 \uc2a4\ud2b8\ub808\uc2a4 \ud14c\uc2a4\ud2b8\ub97c \uc0ac\uc6a9\ud558\uc5ec \uadf9\ud55c \uc0c1\ud669\uc5d0\uc11c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc774 \uc5bc\ub9c8\ub098 \uc798 \uc791\ub3d9\ud558\ub294\uc9c0 \ud655\uc778\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc2a4\ud2b8\ub808\uc2a4 \ud14c\uc2a4\ud2b8\ub294 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \uc608\uc0c1\ub418\ub294 \ubd80\ud558\ub97c \ucd08\uacfc\ud558\ub294 \ud2b8\ub798\ud53d\uc744 \uc2dc\ubbac\ub808\uc774\uc158\ud558\uc5ec \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc774 \uc608\uc0c1\uce58 \ubabb\ud55c \ud2b8\ub798\ud53d \uae09\uc99d\uc744 \uc5b4\ub5bb\uac8c \ucc98\ub9ac\ud558\ub294\uc9c0 \ud30c\uc545\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4.<\/p>\n<p>\ucf54\ub4dc \ud504\ub85c\ud30c\uc77c\ub9c1\uacfc \ubd80\ud558 \ud14c\uc2a4\ud2b8\ub97c \ud65c\uc6a9\ud558\uba74 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uc131\ub2a5\uc744 \ucd5c\uc801\ud654\ud558\uace0 \uc608\uc0c1 \ud2b8\ub798\ud53d\uc744 \ucc98\ub9ac\ud560 \uc218 \uc788\ub3c4\ub85d \ubcf4\uc7a5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc131\ub2a5 \ubcd1\ubaa9 \ud604\uc0c1\uc744 \ud30c\uc545\ud558\uace0 \ucf54\ub4dc\ub97c \ucd5c\uc801\ud654\ud568\uc73c\ub85c\uc368 \uc0ac\uc6a9\uc790 \uacbd\ud5d8\uc744 \uac1c\uc120\ud558\uace0 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc774 \uc0ac\uc6a9\uc790\uc758 \uc694\uad6c \uc0ac\ud56d\uc744 \ucda9\uc871\ud558\ub3c4\ub85d \ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>\uc2e0\ud765 \uae30\uc220<\/h2>\n<p>\uc18c\ud504\ud2b8\uc6e8\uc5b4 \uac1c\ubc1c\uc774 \uc9c0\uc18d\uc801\uc73c\ub85c \ubc1c\uc804\ud568\uc5d0 \ub530\ub77c \uc2e0\uae30\uc220\uc758 \uc911\uc694\uc131\uc774 \uc810\uc810 \ucee4\uc9c0\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ud2b9\ud788 \uc8fc\ubaa9\ud560 \ub9cc\ud55c \ub450 \uac00\uc9c0 \uc2e0\uae30\uc220\uc740 \uc591\uc790 \ucef4\ud4e8\ud305\uacfc \uc5e3\uc9c0 \ucef4\ud4e8\ud305\uc785\ub2c8\ub2e4.<\/p>\n<h3>\uc591\uc790 \ucef4\ud4e8\ud305<\/h3>\n<p>\uc591\uc790 \ucef4\ud4e8\ud305\uc740 \uc591\uc790 \uc5ed\ud559\uc758 \uc6d0\ub9ac\ub97c \ud65c\uc6a9\ud55c \uc0c8\ub85c\uc6b4 \uc815\ubcf4 \ucc98\ub9ac \ubc29\uc2dd\uc785\ub2c8\ub2e4. \uc774\ub294 \uac1c\ubc1c\uc790\ub4e4\uc774 \uae30\uc874 \ucef4\ud4e8\ud130\ub85c\ub294 \ud574\uacb0\ud560 \uc218 \uc5c6\ub294 \ubcf5\uc7a1\ud55c \ubb38\uc81c\ub4e4\uc744 \ud574\uacb0\ud560 \uc218 \uc788\ub3c4\ub85d \ud568\uc73c\ub85c\uc368 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uac1c\ubc1c\uc5d0 \ud601\uba85\uc744 \uc77c\uc73c\ud0ac \uac83\uc73c\ub85c \uae30\ub300\ub429\ub2c8\ub2e4.<\/p>\n<p>\uc591\uc790 \ucef4\ud4e8\ud305\uc740 \uc544\uc9c1 \ucd08\uae30 \ub2e8\uacc4\uc5d0 \uc788\uc9c0\ub9cc, \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uac1c\ubc1c \ubc0f \ubc30\ud3ec \ubc29\uc2dd\uc744 \ud601\uc2e0\uc801\uc73c\ub85c \ubc14\uafc0 \uc7a0\uc7ac\ub825\uc744 \uac00\uc9c0\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uc591\uc790 \ucef4\ud4e8\ud305\uc740 \uacf5\uae09\ub9dd \uad00\ub9ac \ucd5c\uc801\ud654, \uc7ac\ubb34 \ubaa8\ub378\ub9c1 \uac1c\uc120, \uc0ac\uc774\ubc84 \ubcf4\uc548 \uac15\ud654 \ub4f1\uc5d0 \ud65c\uc6a9\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h3>\uc5e3\uc9c0 \ucef4\ud4e8\ud305<\/h3>\n<p>\uc5e3\uc9c0 \ucef4\ud4e8\ud305\uc740 \uc5f0\uc0b0\uacfc \ub370\uc774\ud130 \uc800\uc7a5\uc744 \ud544\uc694\ud55c \uc704\uce58\uc5d0 \ub354 \uac00\uae5d\uac8c \ubc30\uce58\ud558\ub294 \ubd84\uc0b0 \ucef4\ud4e8\ud305 \ud328\ub7ec\ub2e4\uc784\uc785\ub2c8\ub2e4. \uc774\ub294 \uc5f0\uc0b0\uacfc \ub370\uc774\ud130 \uc800\uc7a5\uc774 \ub370\uc774\ud130 \uc13c\ud130\uc5d0 \uc9d1\uc911\ub418\ub294 \uae30\uc874 \ud074\ub77c\uc6b0\ub4dc \ucef4\ud4e8\ud305\uacfc\ub294 \ub300\uc870\uc801\uc785\ub2c8\ub2e4.<\/p>\n<p>\uc778\ud130\ub137\uc5d0 \uc5f0\uacb0\ub418\ub294 \uae30\uae30\uac00 \ub298\uc5b4\ub0a8\uc5d0 \ub530\ub77c \uc5e3\uc9c0 \ucef4\ud4e8\ud305\uc758 \uc911\uc694\uc131\uc774 \uc810\uc810 \ucee4\uc9c0\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc5e3\uc9c0 \ucef4\ud4e8\ud305\uc740 \ub370\uc774\ud130 \ucc98\ub9ac \uc18d\ub3c4\ub97c \ub192\uc774\uace0 \uc911\uc559 \uc9d1\uc911\uc2dd \ub370\uc774\ud130 \uc13c\ud130\ub85c \ub370\uc774\ud130\ub97c \uc804\uc1a1\ud574\uc57c \ud558\ub294 \ud544\uc694\uc131\uc744 \uc904\uc5ec\uc90d\ub2c8\ub2e4. \uacb0\uacfc\uc801\uc73c\ub85c \uc131\ub2a5 \ud5a5\uc0c1\uacfc \uc9c0\uc5f0 \uc2dc\uac04 \ub2e8\ucd95\uc744 \uac00\uc838\uc62c \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc5e3\uc9c0 \ucef4\ud4e8\ud305\uc740 \uc790\uc728 \uc8fc\ud589 \ucc28\ub7c9, \uc0b0\uc5c5 \uc790\ub3d9\ud654, \uc2a4\ub9c8\ud2b8 \uc2dc\ud2f0 \ub4f1 \ub2e4\uc591\ud55c \ubd84\uc57c\uc5d0\uc11c \ud65c\uc6a9\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ub610\ud55c \ud074\ub77c\uc6b0\ub4dc\ub85c \uc804\uc1a1\ud574\uc57c \ud558\ub294 \ub370\uc774\ud130 \uc591\uc744 \uc904\uc5ec \ubaa8\ubc14\uc77c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc758 \uc131\ub2a5\uc744 \ud5a5\uc0c1\uc2dc\ud0a4\ub294 \ub370\uc5d0\ub3c4 \uc0ac\uc6a9\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc804\ubc18\uc801\uc73c\ub85c \uc591\uc790 \ucef4\ud4e8\ud305, \uc5e3\uc9c0 \ucef4\ud4e8\ud305\uacfc \uac19\uc740 \uc2e0\uae30\uc220\uc740 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uac1c\ubc1c \ubc0f \ubc30\ud3ec \ubc29\uc2dd\uc744 \ubcc0\ud654\uc2dc\ud0a4\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uac1c\ubc1c\uc790\ub85c\uc11c \uc774\ub7ec\ud55c \uc2e0\uae30\uc220\uc744 \uc9c0\uc18d\uc801\uc73c\ub85c \ud30c\uc545\ud558\uace0 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uac1c\uc120\uc5d0 \uc5b4\ub5bb\uac8c \ud65c\uc6a9\ud560 \uc218 \uc788\ub294\uc9c0 \uc774\ud574\ud558\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4.<\/p>\n<h2>\uc790\uc8fc \ubb3b\ub294 \uc9c8\ubb38<\/h2>\n<h3>\uc778\uacf5\uc9c0\ub2a5\uc740 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uac1c\ubc1c \ud504\ub85c\uc138\uc2a4\ub97c \uc5b4\ub5bb\uac8c \ubcc0\ud654\uc2dc\ud0a4\uace0 \uc788\uc2b5\ub2c8\uae4c?<\/h3>\n<p>\uc778\uacf5\uc9c0\ub2a5(AI)\uc740 \ub2e4\uc591\ud55c \ubc29\uc2dd\uc73c\ub85c \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uac1c\ubc1c \ud504\ub85c\uc138\uc2a4\ub97c \ud601\uc2e0\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uadf8\uc911 \uac00\uc7a5 \uc911\uc694\ud55c \uac83 \uc911 \ud558\ub098\ub294 \uc790\ub3d9\ud654\ub41c \ucf54\ub4dc \uac80\ud1a0\uc640 \uc608\uce21 \uc54c\uace0\ub9ac\uc998\uc744 \ud1b5\ud574\uc11c\uc785\ub2c8\ub2e4. AI \ub3c4\uad6c\ub294 \ucf54\ub4dc\ub97c \ubd84\uc11d\ud558\uace0 \uc7a0\uc7ac\uc801\uc778 \ubb38\uc81c\ub97c \uc2dd\ubcc4\ud558\uc5ec \uac1c\ubc1c\uc790\uc758 \uc2dc\uac04\uacfc \ub178\ub825\uc744 \ud06c\uac8c \uc808\uc57d\ud574 \uc90d\ub2c8\ub2e4. \ub610\ud55c AI\ub294 \uac1c\uc120 \ubc0f \ucd5c\uc801\ud654 \ubc29\uc548\uc744 \uc81c\uc2dc\ud558\uc5ec \uac1c\ubc1c\uc790\uac00 \ub354 \ub098\uc740 \ucf54\ub4dc\ub97c \uc791\uc131\ud558\ub3c4\ub85d \uc9c0\uc6d0\ud569\ub2c8\ub2e4. AI\ub294 \ud14c\uc2a4\ud2b8 \ubc0f \ubc30\ud3ec \uc790\ub3d9\ud654\uc5d0\ub3c4 \ud65c\uc6a9\ub418\uc5b4 \uc0c8\ub85c\uc6b4 \uae30\ub2a5\uc744 \uc2e4\uc81c \uc11c\ube44\uc2a4\uc5d0 \ucd9c\uc2dc\ud558\ub294 \ub370 \uac78\ub9ac\ub294 \uc2dc\uac04\uc744 \ub2e8\ucd95\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h3>\uc778\uacf5\uc9c0\ub2a5\uc740 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uc5d4\uc9c0\ub2c8\uc5b4\ub9c1 \uc9c1\uc5c5\uc758 \ubbf8\ub798\uc5d0 \uc5b4\ub5a4 \uc601\ud5a5\uc744 \ubbf8\uce60\uae4c\uc694?<\/h3>\n<p>\uc778\uacf5\uc9c0\ub2a5(AI)\uc740 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uc5d4\uc9c0\ub2c8\uc5b4\ub9c1 \ubd84\uc57c\uc758 \ubbf8\ub798\uc5d0 \uc0c1\ub2f9\ud55c \uc601\ud5a5\uc744 \ubbf8\uce60 \uac83\uc73c\ub85c \uc608\uc0c1\ub429\ub2c8\ub2e4. \uc77c\ubd80 \uc9c1\uc885\uc740 \uc790\ub3d9\ud654\ub418\uac70\ub098 \uc0ac\ub77c\uc9c8 \uc218 \uc788\uc9c0\ub9cc, \uc0c8\ub85c\uc6b4 \uae30\ud68c\ub3c4 \uc0dd\uaca8\ub0a0 \uac83\uc785\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, AI \uae30\ubc18 \uc2dc\uc2a4\ud15c\uc744 \uc124\uacc4\ud558\uace0 \uad6c\ud604\ud560 \uc218 \uc788\ub294 \uac1c\ubc1c\uc790\uc5d0 \ub300\ud55c \uc218\uc694\uac00 \uc99d\uac00\ud560 \uac83\uc785\ub2c8\ub2e4. \ub610\ud55c, AI \ub3c4\uad6c\ub97c \ud65c\uc6a9\ud558\uace0 \uc774\ub97c \uc790\uc2e0\uc758 \uc5c5\ubb34 \ud750\ub984\uc5d0 \ud1b5\ud569\ud560 \uc218 \uc788\ub294 \uac1c\ubc1c\uc790 \uc5ed\uc2dc \ub192\uc740 \uc218\uc694\ub97c \ubcf4\uc77c \uac83\uc785\ub2c8\ub2e4. \uc804\ubc18\uc801\uc73c\ub85c, \ubbf8\ub798\uc758 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uc5d4\uc9c0\ub2c8\uc5b4\ub9c1 \uc9c1\uc5c5\uc740 \uae30\uc220\uc801, \ubd84\uc11d\uc801 \ub2a5\ub825\uacfc \ub354\ubd88\uc5b4 \uc0c8\ub85c\uc6b4 \uae30\uc220\uc5d0 \uc801\uc751\ud558\ub294 \ub2a5\ub825\uc744 \ubaa8\ub450 \uc694\uad6c\ud560 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<h3>\uc11c\ubc84\ub9ac\uc2a4 \uc544\ud0a4\ud14d\ucc98\uc758 \uc0c8\ub85c\uc6b4 \ud2b8\ub80c\ub4dc\ub294 \ubb34\uc5c7\uc778\uac00\uc694?<\/h3>\n<p>\uc11c\ubc84\ub9ac\uc2a4 \uc544\ud0a4\ud14d\ucc98\ub294 \ud655\uc7a5\uc131, \ube44\uc6a9 \ud6a8\uc728\uc131 \ubc0f \uc0ac\uc6a9 \ud3b8\uc758\uc131 \ub355\ubd84\uc5d0 \uc810\uc810 \ub354 \uc778\uae30\ub97c \uc5bb\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ucd5c\uadfc \ub5a0\uc624\ub974\ub294 \ud2b8\ub80c\ub4dc \uc911 \ud558\ub098\ub294 \uc774\ubca4\ud2b8 \uae30\ubc18 \uc544\ud0a4\ud14d\ucc98\ub97c \uad6c\ucd95\ud558\uae30 \uc704\ud574 \uc11c\ubc84\ub9ac\uc2a4 \ud568\uc218\ub97c \uc0ac\uc6a9\ud558\ub294 \uac83\uc785\ub2c8\ub2e4. \uc774 \uc811\uadfc \ubc29\uc2dd\uc744 \ud1b5\ud574 \uac1c\ubc1c\uc790\ub294 \uc0ac\uc6a9\uc790 \ub3d9\uc791\uc774\ub098 \uc2dc\uc2a4\ud15c \uc774\ubca4\ud2b8\uc640 \uac19\uc740 \ud2b9\uc815 \uc774\ubca4\ud2b8\uc5d0 \ubc18\uc751\ud558\ub294 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uac1c\ubc1c\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub610 \ub2e4\ub978 \ud2b8\ub80c\ub4dc\ub294 \uc11c\ubc84\ub9ac\uc2a4 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc758 \uc0ac\uc6a9\uc785\ub2c8\ub2e4. \uc774\ub294 \uae30\uc874 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc5d0 \ube44\ud574 \ud655\uc7a5\uc131\uc774 \ub6f0\uc5b4\ub098\uace0 \ube44\uc6a9 \ud6a8\uc728\uc801\uc778 \ub300\uc548\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc804\ubc18\uc801\uc73c\ub85c, \ub354 \ub9ce\uc740 \uac1c\ubc1c\uc790\ub4e4\uc774 \uc11c\ubc84\ub9ac\uc2a4 \uc544\ud0a4\ud14d\ucc98\ub97c \ucc44\ud0dd\ud568\uc5d0 \ub530\ub77c \uc774\ub7ec\ud55c \ucd94\uc138\ub294 \uacc4\uc18d\ub420 \uac83\uc73c\ub85c \uc608\uc0c1\ub429\ub2c8\ub2e4.<\/p>\n<h3>\uc11c\ubc84\ub9ac\uc2a4 \ucef4\ud4e8\ud305\uc740 \ucc28\uc138\ub300 \ud074\ub77c\uc6b0\ub4dc \uc11c\ube44\uc2a4\ub97c \uc5b4\ub5bb\uac8c \ubcc0\ud654\uc2dc\ud0ac\uae4c\uc694?<\/h3>\n<p>\uc11c\ubc84\ub9ac\uc2a4 \ucef4\ud4e8\ud305\uc740 \ucc28\uc138\ub300 \ud074\ub77c\uc6b0\ub4dc \uc11c\ube44\uc2a4\uc5d0 \uc0c1\ub2f9\ud55c \uc601\ud5a5\uc744 \ubbf8\uce60 \uac83\uc73c\ub85c \uc608\uc0c1\ub429\ub2c8\ub2e4. \uc11c\ubc84\ub9ac\uc2a4 \ucef4\ud4e8\ud305\uc758 \uc8fc\uc694 \uc7a5\uc810 \uc911 \ud558\ub098\ub294 \ud655\uc7a5\uc131\uc73c\ub85c, \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc774 \ud544\uc694\uc5d0 \ub530\ub77c \uaddc\ubaa8\ub97c \ud655\uc7a5\ud558\uac70\ub098 \ucd95\uc18c\ud560 \uc218 \uc788\ub2e4\ub294 \uc810\uc785\ub2c8\ub2e4. \uc774\ub294 \ube44\uc6a9 \uc808\uac10\uacfc \uc131\ub2a5 \ud5a5\uc0c1\uc5d0 \ub3c4\uc6c0\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub610\ud55c, \uc11c\ubc84\ub9ac\uc2a4 \ucef4\ud4e8\ud305\uc740 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \ubc30\ud3ec \ubc0f \uad00\ub9ac\ub97c \uac04\uc18c\ud654\ud558\uc5ec \uac1c\ubc1c\uc790\uc758 \uc2dc\uac04\uacfc \ub178\ub825\uc744 \uc808\uc57d\ud574 \uc90d\ub2c8\ub2e4. \ub354 \ub9ce\uc740 \uac1c\ubc1c\uc790\ub4e4\uc774 \uc11c\ubc84\ub9ac\uc2a4 \ucef4\ud4e8\ud305\uc744 \ub3c4\uc785\ud568\uc5d0 \ub530\ub77c, \uc774\ub7ec\ud55c \uc811\uadfc \ubc29\uc2dd\uc5d0 \ud2b9\ud654\ub41c \uc0c8\ub85c\uc6b4 \ud074\ub77c\uc6b0\ub4dc \uc11c\ube44\uc2a4\ub4e4\uc774 \ub4f1\uc7a5\ud560 \uac83\uc73c\ub85c \uae30\ub300\ub429\ub2c8\ub2e4.<\/p>\n<h3>\ucee8\ud14c\uc774\ub108\ub294 \ucd5c\uc2e0 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \ubc30\ud3ec\uc5d0\uc11c \uc5b4\ub5a4 \uc774\uc810\uc744 \uc81c\uacf5\ud569\ub2c8\uae4c?<\/h3>\n<p>\ucee8\ud14c\uc774\ub108\ub294 \ucd5c\uc2e0 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \ubc30\ud3ec \ud658\uacbd\uc5d0\uc11c \uc5ec\ub7ec \uac00\uc9c0 \uc774\uc810\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uac00\uc7a5 \ud070 \uc7a5\uc810 \uc911 \ud558\ub098\ub294 \uc774\uc2dd\uc131\uc73c\ub85c, \ucd5c\uc18c\ud55c\uc758 \ubcc0\uacbd\ub9cc\uc73c\ub85c \ub2e4\uc591\ud55c \ud658\uacbd\uc5d0 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \ubc30\ud3ec\ud560 \uc218 \uc788\ub2e4\ub294 \uc810\uc785\ub2c8\ub2e4. \uc774\ub294 \uc0c8\ub85c\uc6b4 \uae30\ub2a5\uc744 \ud504\ub85c\ub355\uc158 \ud658\uacbd\uc5d0 \ub3c4\uc785\ud558\ub294 \ub370 \uac78\ub9ac\ub294 \uc2dc\uac04\uc744 \ub2e8\ucd95\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4. \ub610\ud55c, \ucee8\ud14c\uc774\ub108\ub294 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \ud328\ud0a4\uc9d5\ud558\uace0 \ubc30\ud3ec\ud558\ub294 \ub370 \uc788\uc5b4 \uac00\ubccd\uace0 \ud6a8\uc728\uc801\uc778 \ubc29\uc2dd\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uc778\ud504\ub77c \ube44\uc6a9\uc744 \uc808\uac10\ud558\uace0 \uc131\ub2a5\uc744 \ud5a5\uc0c1\uc2dc\ud0ac \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub9c8\uc9c0\ub9c9\uc73c\ub85c, \ucee8\ud14c\uc774\ub108\ub294 \ub192\uc740 \uc218\uc900\uc758 \uaca9\ub9ac\uc131\uc744 \uc81c\uacf5\ud558\uc5ec \ubcf4\uc548\uc744 \uac15\ud654\ud558\uace0 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uac04\uc758 \ucda9\ub3cc \uc704\ud5d8\uc744 \uc904\uc5ec\uc90d\ub2c8\ub2e4.<\/p>\n<h3>\uac1c\ubc1c\uc790\ub4e4\uc740 AI \ub3c4\uad6c\ub97c \uc5b4\ub5bb\uac8c \uc6cc\ud06c\ud50c\ub85c\uc6b0\uc5d0 \ud1b5\ud569\ud558\uace0 \uc788\uc744\uae4c\uc694?<\/h3>\n<p>\uac1c\ubc1c\uc790\ub4e4\uc740 \ub2e4\uc591\ud55c \ubc29\uc2dd\uc73c\ub85c AI \ub3c4\uad6c\ub97c \uc6cc\ud06c\ud50c\ub85c\uc5d0 \ud1b5\ud569\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc77c\ubc18\uc801\uc778 \uc811\uadfc \ubc29\uc2dd \uc911 \ud558\ub098\ub294 \uac1c\uc120 \ubc0f \ucd5c\uc801\ud654\ub97c \uc81c\uc548\ud558\ub294 AI \uae30\ubc18 \ucf54\ub4dc \ud3b8\uc9d1\uae30\ub97c \uc0ac\uc6a9\ud558\ub294 \uac83\uc785\ub2c8\ub2e4. \ub610 \ub2e4\ub978 \uc811\uadfc \ubc29\uc2dd\uc740 \ud14c\uc2a4\ud2b8 \ucf00\uc774\uc2a4\ub97c \uc790\ub3d9\uc73c\ub85c \uc0dd\uc131\ud558\uace0 \uc7a0\uc7ac\uc801\uc778 \ubb38\uc81c\ub97c \uc2dd\ubcc4\ud558\ub294 AI \uae30\ubc18 \ud14c\uc2a4\ud2b8 \ub3c4\uad6c\ub97c \uc0ac\uc6a9\ud558\ub294 \uac83\uc785\ub2c8\ub2e4. \ub610\ud55c \uac1c\ubc1c\uc790\ub4e4\uc740 AI \uae30\ubc18 \ucc57\ubd07\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc9c0\uc6d0\uc744 \uc790\ub3d9\ud654\ud558\uace0 \uc0ac\uc6a9\uc790 \uacbd\ud5d8\uc744 \uac1c\uc120\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc804\ubc18\uc801\uc73c\ub85c \uac1c\ubc1c\uc790\ub4e4\uc740 \uc0dd\uc0b0\uc131\uacfc \ud6a8\uc728\uc131\uc744 \ud5a5\uc0c1\uc2dc\ud0a4\uae30 \uc704\ud574 AI \ub3c4\uad6c\ub97c \uc6cc\ud06c\ud50c\ub85c\uc5d0 \ud1b5\ud569\ud558\ub294 \uc0c8\ub86d\uace0 \ud601\uc2e0\uc801\uc778 \ubc29\ubc95\uc744 \ub04a\uc784\uc5c6\uc774 \ubaa8\uc0c9\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p><\/div>","protected":false},"excerpt":{"rendered":"<p>Exploring Software Development Trends: AI, Containers, and Serverless If you&#8217;re a software developer, keeping up with the latest trends is essential to stay ahead of the competition. In recent years, the industry has seen a surge in the adoption of AI, containers, and serverless computing. These trends have been transforming the way developers build, deploy,&hellip; <a class=\"more-link\" href=\"https:\/\/cloudbyte7.com\/ko\/exploring-software-development-trends-ai-containers-and-serverless\/\">\uacc4\uc18d \uc77d\uc5b4\ubcf4\uc138\uc694 <span class=\"screen-reader-text\">\uc18c\ud504\ud2b8\uc6e8\uc5b4 \uac1c\ubc1c \ud2b8\ub80c\ub4dc \ud0d0\uad6c: AI, \ucee8\ud14c\uc774\ub108, \uc11c\ubc84\ub9ac\uc2a4<\/span><\/a><\/p>","protected":false},"author":34,"featured_media":1095,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[7],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v23.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Exploring Software Development Trends: AI, Containers, and Serverless - Cloud Byte 7<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/cloudbyte7.com\/ko\/exploring-software-development-trends-ai-containers-and-serverless\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Exploring Software Development Trends: AI, Containers, and Serverless - Cloud Byte 7\" \/>\n<meta property=\"og:description\" content=\"Exploring Software Development Trends: AI, Containers, and Serverless If you&#8217;re a software developer, keeping up with the latest trends is essential to stay ahead of the competition. In recent years, the industry has seen a surge in the adoption of AI, containers, and serverless computing. 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