{"id":67063,"date":"2026-07-24T09:13:13","date_gmt":"2026-07-24T02:13:13","guid":{"rendered":"https:\/\/aws.cmctelecom.vn\/2026\/07\/24\/monday-com-tang-50-nang-suat-lap-trinh-vien-voi-ai-agent-tren-aws-bedrock\/"},"modified":"2026-07-24T14:45:49","modified_gmt":"2026-07-24T07:45:49","slug":"monday-com-tang-50-nang-suat-lap-trinh-vien-voi-ai-agent-tren-aws-bedrock","status":"publish","type":"post","link":"https:\/\/aws.cmctelecom.vn\/en\/2026\/07\/24\/monday-com-tang-50-nang-suat-lap-trinh-vien-voi-ai-agent-tren-aws-bedrock\/","title":{"rendered":"monday.com t\u0103ng 50% n\u0103ng su\u1ea5t l\u1eadp tr\u00ecnh vi\u00ean v\u1edbi AI Agent tr\u00ean AWS Bedrock"},"content":{"rendered":"<p>monday.com, n\u1ec1n t\u1ea3ng qu\u1ea3n l\u00fd c\u00f4ng vi\u1ec7c h\u00e0ng \u0111\u1ea7u, \u0111\u00e3 tri\u1ec3n khai th\u00e0nh c\u00f4ng c\u00e1c <em>agentic AI<\/em> (AI c\u00f3 kh\u1ea3 n\u0103ng t\u1ef1 ch\u1ee7 h\u00e0nh \u0111\u1ed9ng) \u1edf quy m\u00f4 s\u1ea3n ph\u1ea9m th\u1ef1c t\u1ebf tr\u00ean n\u1ec1n t\u1ea3ng <a href=\"https:\/\/aws.amazon.com\/bedrock\/\">Amazon Bedrock<\/a>. B\u1eb1ng c\u00e1ch x\u00e2y d\u1ef1ng c\u00e1c &#8220;\u0111\u1ed3ng nghi\u1ec7p AI&#8221; t\u00edch h\u1ee3p s\u00e2u v\u00e0o quy tr\u00ecnh l\u00e0m vi\u1ec7c, c\u00f4ng ty \u0111\u00e3 ghi nh\u1eadn n\u0103ng su\u1ea5t pull request (PR) tr\u00ean m\u1ed7i k\u1ef9 s\u01b0 t\u0103ng h\u01a1n 50%, m\u1ed9t con s\u1ed1 \u1ea5n t\u01b0\u1ee3ng cho th\u1ea5y ti\u1ec1m n\u0103ng to l\u1edbn c\u1ee7a AI trong vi\u1ec7c t\u1ed1i \u01b0u h\u00f3a ho\u1ea1t \u0111\u1ed9ng ph\u00e1t tri\u1ec3n ph\u1ea7n m\u1ec1m.<\/p>\n<h2>&#8220;\u0110\u1ed3ng nghi\u1ec7p AI&#8221;: Kh\u00f4ng ch\u1ec9 l\u00e0 c\u00f4ng c\u1ee5, m\u00e0 l\u00e0 th\u00e0nh vi\u00ean trong \u0111\u1ed9i<\/h2>\n<p>Kh\u00e1c v\u1edbi c\u00e1ch ti\u1ebfp c\u1eadn th\u00f4ng th\u01b0\u1eddng coi AI ch\u1ec9 l\u00e0 c\u00f4ng c\u1ee5, monday.com \u0111\u00e3 x\u00e2y d\u1ef1ng Sphera, m\u1ed9t h\u1ec7 th\u1ed1ng n\u1ed9i b\u1ed9 n\u01a1i c\u00e1c AI agent \u0111\u01b0\u1ee3c xem nh\u01b0 nh\u1eefng th\u00e0nh vi\u00ean th\u1ef1c th\u1ee5 trong \u0111\u1ed9i ng\u0169. M\u1ed7i agent c\u00f3 h\u1ed3 s\u01a1, ng\u01b0\u1eddi qu\u1ea3n l\u00fd, ph\u1ea1m vi c\u00f4ng vi\u1ec7c v\u00e0 \u0111i\u1ec3m hi\u1ec7u su\u1ea5t r\u00f5 r\u00e0ng. V\u00ed d\u1ee5, Atlas l\u00e0 m\u1ed9t agent c\u00f3 vai tr\u00f2 &#8220;K\u1ef9 s\u01b0 ph\u1ea7n m\u1ec1m&#8221;, nh\u1eadn nhi\u1ec7m v\u1ee5 t\u1eeb backlog chung, t\u1ef1 vi\u1ebft code, t\u1ea1o PR v\u00e0 b\u00e0n giao s\u1ea3n ph\u1ea9m gi\u1ed1ng nh\u01b0 b\u1ea5t k\u1ef3 k\u1ef9 s\u01b0 con ng\u01b0\u1eddi n\u00e0o.<\/p>\n<p>C\u00e1ch ti\u1ebfp c\u1eadn n\u00e0y kh\u00f4ng ch\u1ec9 l\u00e0 h\u00ecnh th\u1ee9c. M\u1ed7i agent c\u00f3 m\u1ed9t danh t\u00ednh \u1ed5n \u0111\u1ecbnh tr\u00ean c\u00e1c n\u1ec1n t\u1ea3ng nh\u01b0 Slack, GitHub v\u00e0 monday.com, cho ph\u00e9p c\u00e1c th\u00e0nh vi\u00ean kh\u00e1c trong \u0111\u1ed9i g\u1eafn th\u1ebb, giao vi\u1ec7c, review code ho\u1eb7c th\u1eadm ch\u00ed v\u00f4 hi\u1ec7u h\u00f3a ch\u00fang nh\u01b0 m\u1ed9t \u0111\u1ed3ng nghi\u1ec7p b\u00ecnh th\u01b0\u1eddng. Vi\u1ec7c coi agent l\u00e0 th\u00e0nh vi\u00ean trong \u0111\u1ed9i \u0111\u1ea3m b\u1ea3o ch\u00fang lu\u00f4n g\u1eafn li\u1ec1n v\u1edbi c\u00f4ng vi\u1ec7c th\u1ef1c t\u1ebf v\u00e0 ch\u1ecbu tr\u00e1ch nhi\u1ec7m v\u1ec1 k\u1ebft qu\u1ea3 cu\u1ed1i c\u00f9ng.<\/p>\n<figure class=\"wp-block-image size-large aligncenter\" style=\"text-align: center; margin: 1.5em 0;\"><img decoding=\"async\" style=\"--smush-placeholder-width: 802px; --smush-placeholder-aspect-ratio: 802\/658;border-radius: 8px; border: 1px solid #e5e7eb; max-width: 100%; max-height: 560px; width: auto; height: auto; display: inline-block;\" data-src=\"https:\/\/aws.cmctelecom.vn\/wp-content\/uploads\/2026\/07\/8f06540dee.jpg\" alt=\"Giao di\u1ec7n h\u1ec7 th\u1ed1ng Sphera c\u1ee7a monday.com cho th\u1ea5y c\u00e1c th\u00e0nh vi\u00ean con ng\u01b0\u1eddi v\u00e0 AI agent trong c\u00f9ng m\u1ed9t \u0111\u1ed9i.\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" \/><\/figure>\n<h2>Ki\u1ebfn tr\u00fac k\u1ef9 thu\u1eadt \u0111\u1eb1ng sau c\u00e1c AI Agent tr\u00ean AWS<\/h2>\n<p>\u0110\u1ec3 v\u1eadn h\u00e0nh c\u00e1c AI agent \u1edf quy m\u00f4 l\u1edbn, monday.com \u0111\u00e3 x\u00e2y d\u1ef1ng m\u1ed9t ki\u1ebfn tr\u00fac v\u1eefng ch\u1eafc tr\u00ean n\u1ec1n t\u1ea3ng AWS, k\u1ebft h\u1ee3p nhi\u1ec1u d\u1ecbch v\u1ee5 \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o t\u00ednh \u1ed5n \u0111\u1ecbnh, kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng v\u00e0 b\u1ea3o m\u1eadt.<\/p>\n<h3>Ki\u1ebfn tr\u00fac t\u1ed5ng quan<\/h3>\n<p>H\u1ec7 th\u1ed1ng nh\u1eadn c\u00e1c y\u00eau c\u1ea7u t\u1eeb nhi\u1ec1u ngu\u1ed3n (Slack, monday.com, GitHub) th\u00f4ng qua <a href=\"https:\/\/aws.amazon.com\/sns\/\">Amazon SNS<\/a> v\u00e0 <a href=\"https:\/\/aws.amazon.com\/sqs\/\">Amazon SQS<\/a>. C\u00e1c y\u00eau c\u1ea7u n\u00e0y sau \u0111\u00f3 \u0111\u01b0\u1ee3c x\u1eed l\u00fd b\u1edfi c\u00e1c agent runner ch\u1ea1y tr\u00ean <a href=\"https:\/\/aws.amazon.com\/eks\/\">Amazon EKS<\/a>.<\/p>\n<figure class=\"wp-block-image size-full aligncenter\" style=\"text-align: center; margin: 1.5em 0;\"><img decoding=\"async\" style=\"--smush-placeholder-width: 802px; --smush-placeholder-aspect-ratio: 802\/451;border-radius: 8px; border: 1px solid #e5e7eb; max-width: 100%; max-height: none; width: auto; height: auto; display: inline-block;\" data-src=\"https:\/\/aws.cmctelecom.vn\/wp-content\/uploads\/2026\/07\/6bced2a94a.jpg\" alt=\"S\u01a1 \u0111\u1ed3 ki\u1ebfn tr\u00fac h\u1ec7 th\u1ed1ng AI agent c\u1ee7a monday.com tr\u00ean n\u1ec1n t\u1ea3ng AWS.\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" \/><\/figure>\n<p>C\u00e1c th\u00e0nh ph\u1ea7n ch\u00ednh trong ki\u1ebfn tr\u00fac bao g\u1ed3m:<\/p>\n<ul>\n<li><strong>X\u1eed l\u00fd s\u1ef1 ki\u1ec7n:<\/strong> M\u00f4 h\u00ecnh Pub\/sub k\u1ebft h\u1ee3p h\u00e0ng \u0111\u1ee3i (queue) gi\u00fap h\u1ec7 th\u1ed1ng c\u00f3 kh\u1ea3 n\u0103ng th\u1eed l\u1ea1i (retries), x\u1eed l\u00fd l\u1ed7i, ch\u1ecbu \u0111\u01b0\u1ee3c \u00e1p l\u1ef1c khi c\u00f3 s\u1ef1 t\u0103ng \u0111\u1ed9t bi\u1ebfn v\u1ec1 y\u00eau c\u1ea7u v\u00e0 d\u1ec5 d\u00e0ng ph\u00e1t l\u1ea1i c\u00e1c s\u1ef1 ki\u1ec7n \u0111\u1ec3 g\u1ee1 l\u1ed7i.<\/li>\n<li><strong>Qu\u1ea3n l\u00fd tr\u1ea1ng th\u00e1i v\u00e0 b\u1ed9 nh\u1edb:<\/strong> monday.com s\u1eed d\u1ee5ng k\u1ebft h\u1ee3p nhi\u1ec1u d\u1ecbch v\u1ee5 l\u01b0u tr\u1eef. <strong>Amazon ElastiCache<\/strong> \u0111\u01b0\u1ee3c d\u00f9ng cho tr\u1ea1ng th\u00e1i t\u1ee9c th\u1eddi (live state) v\u1edbi t\u1ed1c \u0111\u1ed9 \u0111\u1ecdc d\u01b0\u1edbi mili gi\u00e2y. <strong>Amazon EFS<\/strong> \u0111\u00f3ng vai tr\u00f2 l\u00e0 h\u1ec7 th\u1ed1ng file chia s\u1ebb, cho ph\u00e9p c\u00e1c agent ti\u1ebfp t\u1ee5c c\u00f4ng vi\u1ec7c dang d\u1edf ngay c\u1ea3 khi \u0111\u01b0\u1ee3c chuy\u1ec3n sang m\u1ed9t pod kh\u00e1c. <strong>Amazon S3<\/strong> \u0111\u01b0\u1ee3c d\u00f9ng \u0111\u1ec3 l\u01b0u tr\u1eef c\u00e1c b\u1ea3n ghi l\u00e2u d\u00e0i, t\u1ea1o th\u00e0nh m\u1ed9t d\u1ea5u v\u1ebft ki\u1ec3m to\u00e1n (audit trail) ho\u00e0n ch\u1ec9nh.<\/li>\n<li><strong>N\u1ec1n t\u1ea3ng m\u00f4 h\u00ecnh AI:<\/strong> <a href=\"https:\/\/aws.amazon.com\/bedrock\/\">Amazon Bedrock<\/a> l\u00e0 trung t\u00e2m x\u1eed l\u00fd c\u00e1c l\u1ec7nh g\u1ecdi \u0111\u1ebfn m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef l\u1edbn (LLM). Bedrock cho ph\u00e9p monday.com theo d\u00f5i chi ph\u00ed, \u0111\u1ea3m b\u1ea3o an to\u00e0n, qu\u1ea3n l\u00fd dung l\u01b0\u1ee3ng v\u00e0 gi\u1eef cho to\u00e0n b\u1ed9 l\u01b0u l\u01b0\u1ee3ng truy c\u1eadp m\u00f4 h\u00ecnh n\u1eb1m trong VPC th\u00f4ng qua <a href=\"https:\/\/aws.amazon.com\/privatelink\/\">AWS PrivateLink<\/a>.<\/li>\n<\/ul>\n<h2>5 c\u1ea3i ti\u1ebfn then ch\u1ed1t \u0111\u1ec3 AI Agent ho\u1ea1t \u0111\u1ed9ng hi\u1ec7u qu\u1ea3 trong codebase c\u0169<\/h2>\n<p>Vi\u1ec7c t\u00edch h\u1ee3p AI v\u00e0o m\u1ed9t codebase \u0111\u00e3 t\u1ed3n t\u1ea1i c\u1ea3 th\u1eadp k\u1ef7 l\u00e0 m\u1ed9t th\u00e1ch th\u1ee9c l\u1edbn. monday.com \u0111\u00e3 th\u1ef1c hi\u1ec7n 5 c\u1ea3i ti\u1ebfn quan tr\u1ecdng \u0111\u1ec3 c\u00e1c agent c\u00f3 th\u1ec3 l\u00e0m vi\u1ec7c hi\u1ec7u qu\u1ea3:<\/p>\n<ol>\n<li><strong>\u0110\u00e1nh gi\u00e1 (Evals) t\u1ef1 \u0111\u1ed9ng tr\u01b0\u1edbc khi n\u00e2ng c\u1ea5p model:<\/strong> Thay v\u00ec ch\u1ec9 review th\u1ee7 c\u00f4ng, monday.com \u0111\u00e3 x\u00e2y d\u1ef1ng hai l\u1edbp \u0111\u00e1nh gi\u00e1: c\u00e1c ch\u1ec9 s\u1ed1 \u0111\u1ecbnh l\u01b0\u1ee3ng (s\u1ed1 PR \u0111\u01b0\u1ee3c merge, t\u1ef7 l\u1ec7 revert) v\u00e0 \u0111\u00e1nh gi\u00e1 b\u1eb1ng LLM d\u1ef1a tr\u00ean 5 ti\u00eau ch\u00ed. Vi\u1ec7c n\u00e0y gi\u00fap c\u1ea3i thi\u1ec7n hi\u1ec7u su\u1ea5t c\u1ee7a agent m\u1ed9t c\u00e1ch c\u00f3 h\u1ec7 th\u1ed1ng.<\/li>\n<li><strong>B\u1ed9 nh\u1edb l\u00e0 file, kh\u00f4ng ph\u1ea3i vector store:<\/strong> Thay v\u00ec c\u00e1c gi\u1ea3i ph\u00e1p <em>agentic-RAG<\/em> ph\u1ee9c t\u1ea1p, monday.com nh\u1eadn th\u1ea5y r\u1eb1ng vi\u1ec7c s\u1eed d\u1ee5ng m\u1ed9t file <code>MEMORY.md<\/code> \u0111\u01a1n gi\u1ea3n tr\u00ean EFS cho m\u1ed7i agent l\u00e0 c\u00e1ch hi\u1ec7u qu\u1ea3 nh\u1ea5t \u0111\u1ec3 ch\u00fang &#8220;ghi nh\u1edb&#8221; c\u00f4ng vi\u1ec7c t\u1eeb phi\u00ean n\u00e0y sang phi\u00ean kh\u00e1c.<\/li>\n<li><strong>Sandbox t\u1eeb xa tr\u01b0\u1edbc khi review:<\/strong> M\u1ed7i PR c\u1ee7a agent \u0111\u01b0\u1ee3c t\u1ef1 \u0111\u1ed9ng deploy v\u00e0o m\u1ed9t m\u00f4i tr\u01b0\u1eddng sandbox ri\u00eang, n\u01a1i c\u00e1c b\u00e0i ki\u1ec3m th\u1eed v\u00e0 traffic m\u00f4 ph\u1ecfng t\u1eeb s\u1ea3n ph\u1ea9m th\u1ef1c t\u1ebf \u0111\u01b0\u1ee3c ch\u1ea1y. \u0110i\u1ec1u n\u00e0y gi\u00fap ph\u00e1t hi\u1ec7n c\u00e1c l\u1ed7i ch\u1ec9 xu\u1ea5t hi\u1ec7n trong m\u00f4i tr\u01b0\u1eddng th\u1ef1c t\u1ebf tr\u01b0\u1edbc khi c\u1ea7n \u0111\u1ebfn s\u1ef1 can thi\u1ec7p c\u1ee7a con ng\u01b0\u1eddi.<\/li>\n<li><strong>PR Guardrails (R\u00e0o c\u1ea3n b\u1ea3o v\u1ec7 PR):<\/strong> monday.com \u0111\u00e3 t\u1ef1 \u0111\u1ed9ng h\u00f3a to\u00e0n b\u1ed9 c\u00e1c ti\u00eau chu\u1ea9n k\u1ef9 thu\u1eadt c\u1ee7a m\u00ecnh th\u00e0nh m\u1ed9t h\u1ec7 th\u1ed1ng reviewer t\u1ef1 \u0111\u1ed9ng g\u1ecdi l\u00e0 Guardrails. H\u1ec7 th\u1ed1ng n\u00e0y ki\u1ec3m tra h\u00e0ng ch\u1ee5c ngh\u00ecn PR m\u1ed7i th\u00e1ng, \u0111\u1ea3m b\u1ea3o ch\u1ea5t l\u01b0\u1ee3ng code v\u00e0 gi\u1ea3m t\u1ea3i \u0111\u00e1ng k\u1ec3 cho c\u00e1c reviewer con ng\u01b0\u1eddi.<\/li>\n<li><strong>Builders CoWORK:<\/strong> \u0110\u1ec3 gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1 c\u00e1c agent l\u00e0m vi\u1ec7c trong &#8220;silo&#8221;, monday.com \u0111\u00e3 t\u1ea1o ra kh\u00f4ng gian l\u00e0m vi\u1ec7c CoWORK. T\u1ea1i \u0111\u00e2y, c\u00e1c t\u00e1c v\u1ee5, tr\u1ea1ng th\u00e1i v\u00e0 blocker c\u1ee7a agent \u0111\u01b0\u1ee3c hi\u1ec3n th\u1ecb tr\u00ean c\u00f9ng m\u1ed9t b\u1ea3ng monday.com v\u1edbi \u0111\u1ed9i ng\u0169, gi\u00fap vi\u1ec7c theo d\u00f5i v\u00e0 quy tr\u00e1ch nhi\u1ec7m tr\u1edf n\u00ean minh b\u1ea1ch.<\/li>\n<\/ol>\n<figure class=\"wp-block-image size-large aligncenter\" style=\"text-align: center; margin: 1.5em 0;\"><img decoding=\"async\" style=\"--smush-placeholder-width: 802px; --smush-placeholder-aspect-ratio: 802\/479;border-radius: 8px; border: 1px solid #e5e7eb; max-width: 100%; max-height: 560px; width: auto; height: auto; display: inline-block;\" data-src=\"https:\/\/aws.cmctelecom.vn\/wp-content\/uploads\/2026\/07\/bea110be06.jpg\" alt=\"C\u00e1c agent l\u00e0m vi\u1ec7c trong kh\u00f4ng gian c\u1ed9ng t\u00e1c tr\u00ean b\u1ea3ng monday.com.\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" \/><\/figure>\n<p style=\"text-align: center; font-style: italic;\">C\u00e1c agent l\u00e0m vi\u1ec7c trong m\u1ed9t kh\u00f4ng gian c\u1ed9ng t\u00e1c.<\/p>\n<figure class=\"wp-block-image size-large aligncenter\" style=\"text-align: center; margin: 1.5em 0;\"><img decoding=\"async\" style=\"--smush-placeholder-width: 544px; --smush-placeholder-aspect-ratio: 544\/720;border-radius: 8px; border: 1px solid #e5e7eb; max-width: 100%; max-height: 560px; width: auto; height: auto; display: inline-block;\" data-src=\"https:\/\/aws.cmctelecom.vn\/wp-content\/uploads\/2026\/07\/9a4cbac3ba.jpg\" alt=\"C\u00e1c agent l\u00e0 \u0111\u1ed3ng nghi\u1ec7p b\u1ea1n c\u00f3 th\u1ec3 y\u00eau c\u1ea7u chia s\u1ebb th\u00f4ng tin ho\u1eb7c th\u1ef1c hi\u1ec7n t\u00e1c v\u1ee5.\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" \/><\/figure>\n<p style=\"text-align: center; font-style: italic;\">C\u00e1c agent l\u00e0 \u0111\u1ed3ng nghi\u1ec7p b\u1ea1n c\u00f3 th\u1ec3 y\u00eau c\u1ea7u chia s\u1ebb th\u00f4ng tin ho\u1eb7c th\u1ef1c hi\u1ec7n t\u00e1c v\u1ee5, gi\u1ed1ng nh\u01b0 b\u1ea5t k\u1ef3 th\u00e0nh vi\u00ean n\u00e0o trong \u0111\u1ed9i.<\/p>\n<h2>T\u1eeb n\u00fat th\u1eaft c\u1ed5 chai \u0111\u1ebfn t\u1ef1 \u0111\u1ed9ng h\u00f3a ho\u00e0n to\u00e0n<\/h2>\n<p>V\u00e0o cu\u1ed1i Qu\u00fd 1 n\u0103m 2026, n\u00fat th\u1eaft c\u1ed5 chai l\u1edbn nh\u1ea5t kh\u00f4ng c\u00f2n l\u00e0 vi\u1ec7c t\u1ea1o code m\u00e0 l\u00e0 qu\u00e1 tr\u00ecnh review c\u1ee7a con ng\u01b0\u1eddi. \u0110\u1ec3 gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1 n\u00e0y, monday.com \u0111\u00e3 ph\u00e1t tri\u1ec3n Morphex, agent k\u1ef9 thu\u1eadt ho\u00e0n to\u00e0n t\u1ef1 \u0111\u1ed9ng \u0111\u1ea7u ti\u00ean c\u1ee7a h\u1ecd.<\/p>\n<p>Morphex c\u00f3 kh\u1ea3 n\u0103ng merge 19 tr\u00ean 20 PR m\u00e0 kh\u00f4ng c\u1ea7n s\u1ef1 can thi\u1ec7p c\u1ee7a con ng\u01b0\u1eddi. T\u1ef7 l\u1ec7 n\u00e0y \u0111\u1ea1t \u0111\u01b0\u1ee3c kh\u00f4ng ph\u1ea3i b\u1eb1ng c\u00e1ch b\u1ecf qua review, m\u00e0 b\u1eb1ng c\u00e1ch v\u01b0\u1ee3t qua t\u1ea5t c\u1ea3 c\u00e1c c\u1ed5ng ki\u1ec3m tra t\u1ef1 \u0111\u1ed9ng. \u0110\u1ec3 quy\u1ebft \u0111\u1ecbnh PR n\u00e0o an to\u00e0n \u0111\u1ec3 merge t\u1ef1 \u0111\u1ed9ng, monday.com \u0111\u00e3 ph\u00e1t tri\u1ec3n m\u1ed9t &#8220;\u0111i\u1ec3m tin c\u1eady&#8221; (confidence score) d\u1ef1a tr\u00ean b\u1ed1n t\u00edn hi\u1ec7u: k\u1ebft qu\u1ea3 t\u1eeb Guardrails, qu\u1ef9 \u0111\u1ea1o \u0111i\u1ec3m \u0111\u00e1nh gi\u00e1 c\u1ee7a agent, t\u1ef7 l\u1ec7 revert l\u1ecbch s\u1eed v\u00e0 k\u1ebft qu\u1ea3 t\u1eeb m\u00f4i tr\u01b0\u1eddng sandbox.<\/p>\n<blockquote><p>K\u1ef9 thu\u1eadt AI kh\u00f4ng ph\u1ea3i l\u00e0 t\u1ea1o ra c\u00e1c agent ho\u00e0n h\u1ea3o. \u0110\u00f3 l\u00e0 v\u1ec1 vi\u1ec7c x\u00e2y d\u1ef1ng c\u00e1c v\u00f2ng l\u1eb7p ph\u1ea3n h\u1ed3i cho ph\u00e9p c\u00e1c agent kh\u00f4ng ho\u00e0n h\u1ea3o \u0111\u01b0\u1ee3c tin c\u1eady m\u1ed9t c\u00e1ch an to\u00e0n trong khi ti\u1ebft ki\u1ec7m th\u1eddi gian cho con ng\u01b0\u1eddi.<\/p><\/blockquote>\n<p>M\u1ee5c ti\u00eau c\u1ee7a monday.com trong hai qu\u00fd t\u1edbi l\u00e0 t\u0103ng t\u1ef7 l\u1ec7 PR c\u1ee7a agent \u0111\u01b0\u1ee3c merge m\u00e0 kh\u00f4ng c\u1ea7n reviewer con ng\u01b0\u1eddi, trong khi v\u1eabn gi\u1eef t\u1ef7 l\u1ec7 revert kh\u00f4ng \u0111\u1ed5i ho\u1eb7c c\u1ea3i thi\u1ec7n.<\/p>\n<h2>B\u00e0i h\u1ecdc kinh nghi\u1ec7m t\u1eeb monday.com<\/h2>\n<p>Th\u00e0nh c\u00f4ng c\u1ee7a monday.com kh\u00f4ng n\u1eb1m \u1edf vi\u1ec7c ch\u1ecdn m\u1ed9t runtime AI c\u1ee5 th\u1ec3, m\u00e0 \u1edf c\u00e1ch h\u1ecd x\u00e2y d\u1ef1ng m\u1ed9t &#8220;b\u1ed9 khung&#8221; (harness) t\u00edch h\u1ee3p s\u00e2u v\u00e0o h\u1ec7 sinh th\u00e1i hi\u1ec7n c\u00f3 c\u1ee7a c\u00f4ng ty:<\/p>\n<ul>\n<li>S\u1eed d\u1ee5ng <strong>b\u1ea3ng monday.com<\/strong> l\u00e0m l\u1edbp tr\u1ea1ng th\u00e1i chia s\u1ebb.<\/li>\n<li>T\u1eadn d\u1ee5ng <strong>m\u00e1y ch\u1ee7 MCP<\/strong> n\u1ed9i b\u1ed9 l\u00e0m n\u1ec1n t\u1ea3ng cho Guardrails.<\/li>\n<li>T\u00edch h\u1ee3p v\u1edbi h\u1ec7 th\u1ed1ng <strong>x\u00e1c th\u1ef1c v\u00e0 \u0111\u1ecbnh danh<\/strong> c\u1ee7a monday.com.<\/li>\n<li>S\u1eed d\u1ee5ng <strong>pipeline CI\/CD<\/strong> hi\u1ec7n c\u00f3 \u0111\u1ec3 deploy code c\u1ee7a agent.<\/li>\n<\/ul>\n<p>C\u00e1ch ti\u1ebfp c\u1eadn n\u00e0y gi\u00fap h\u1ec7 th\u1ed1ng c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c ki\u1ec3m to\u00e1n, \u0111\u1ea3o ng\u01b0\u1ee3c v\u00e0 \u0111\u00e1ng tin c\u1eady ngay t\u1eeb \u0111\u1ea7u. Nh\u00ecn l\u1ea1i, monday.com chia s\u1ebb ba b\u00e0i h\u1ecdc ch\u00ednh: n\u00ean x\u00e2y d\u1ef1ng h\u1ec7 th\u1ed1ng \u0111\u00e1nh gi\u00e1 (evals) ngay t\u1eeb ng\u00e0y \u0111\u1ea7u, gi\u1ea3i ph\u00e1p b\u1ed9 nh\u1edb \u0111\u01a1n gi\u1ea3n (file tr\u00ean EFS) hi\u1ec7u qu\u1ea3 h\u01a1n c\u00e1c ph\u01b0\u01a1ng ph\u00e1p ph\u1ee9c t\u1ea1p, v\u00e0 vi\u1ec7c t\u00edch h\u1ee3p agent v\u00e0o lu\u1ed3ng c\u00f4ng vi\u1ec7c ch\u00ednh c\u1ee7a con ng\u01b0\u1eddi n\u00ean l\u00e0 quy\u1ebft \u0111\u1ecbnh \u01b0u ti\u00ean h\u00e0ng \u0111\u1ea7u.<\/p>","protected":false},"excerpt":{"rendered":"<p>monday.com, n\u1ec1n t\u1ea3ng qu\u1ea3n l\u00fd c\u00f4ng vi\u1ec7c h\u00e0ng \u0111\u1ea7u, \u0111\u00e3 tri\u1ec3n khai th\u00e0nh c\u00f4ng c\u00e1c agentic AI (AI c\u00f3 kh\u1ea3 n\u0103ng t\u1ef1 ch\u1ee7 h\u00e0nh \u0111\u1ed9ng) \u1edf quy m\u00f4 s\u1ea3n ph\u1ea9m th\u1ef1c t\u1ebf tr\u00ean n\u1ec1n t\u1ea3ng Amazon Bedrock. B\u1eb1ng c\u00e1ch x\u00e2y d\u1ef1ng c\u00e1c &#8220;\u0111\u1ed3ng nghi\u1ec7p AI&#8221; t\u00edch h\u1ee3p s\u00e2u v\u00e0o quy tr\u00ecnh l\u00e0m vi\u1ec7c, c\u00f4ng ty&#8230;<\/p>","protected":false},"author":22,"featured_media":67058,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-67063","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ctelers-blogs"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.0 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>monday.com t\u0103ng 50% n\u0103ng su\u1ea5t l\u1eadp tr\u00ecnh vi\u00ean v\u1edbi AI Agent tr\u00ean AWS Bedrock | CMC Telecom<\/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:\/\/aws.cmctelecom.vn\/en\/2026\/07\/24\/monday-com-tang-50-nang-suat-lap-trinh-vien-voi-ai-agent-tren-aws-bedrock\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"monday.com t\u0103ng 50% n\u0103ng su\u1ea5t l\u1eadp tr\u00ecnh vi\u00ean v\u1edbi AI Agent tr\u00ean AWS Bedrock | CMC Telecom\" \/>\n<meta property=\"og:description\" content=\"monday.com, n\u1ec1n t\u1ea3ng qu\u1ea3n l\u00fd c\u00f4ng vi\u1ec7c h\u00e0ng \u0111\u1ea7u, \u0111\u00e3 tri\u1ec3n khai th\u00e0nh c\u00f4ng c\u00e1c agentic AI (AI c\u00f3 kh\u1ea3 n\u0103ng t\u1ef1 ch\u1ee7 h\u00e0nh \u0111\u1ed9ng) \u1edf quy m\u00f4 s\u1ea3n ph\u1ea9m th\u1ef1c t\u1ebf tr\u00ean n\u1ec1n t\u1ea3ng Amazon Bedrock. B\u1eb1ng c\u00e1ch x\u00e2y d\u1ef1ng c\u00e1c &#8220;\u0111\u1ed3ng nghi\u1ec7p AI&#8221; t\u00edch h\u1ee3p s\u00e2u v\u00e0o quy tr\u00ecnh l\u00e0m vi\u1ec7c, c\u00f4ng ty...\" \/>\n<meta property=\"og:url\" content=\"https:\/\/aws.cmctelecom.vn\/en\/2026\/07\/24\/monday-com-tang-50-nang-suat-lap-trinh-vien-voi-ai-agent-tren-aws-bedrock\/\" \/>\n<meta property=\"og:site_name\" content=\"CMC Telecom\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/CMCTelecomOfficial\" \/>\n<meta property=\"article:published_time\" content=\"2026-07-24T02:13:13+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-07-24T07:45:49+00:00\" \/>\n<meta property=\"og:image\" content=\"http:\/\/aws.cmctelecom.vn\/wp-content\/uploads\/2026\/07\/ai-teammates-how-monday-com-runs-production-ai-agents-on-amazon-bedrock.thumbnail.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1280\" \/>\n\t<meta property=\"og:image:height\" content=\"731\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Son Tran\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Son Tran\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"7 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/aws.cmctelecom.vn\\\/2026\\\/07\\\/24\\\/monday-com-tang-50-nang-suat-lap-trinh-vien-voi-ai-agent-tren-aws-bedrock\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/aws.cmctelecom.vn\\\/2026\\\/07\\\/24\\\/monday-com-tang-50-nang-suat-lap-trinh-vien-voi-ai-agent-tren-aws-bedrock\\\/\"},\"author\":{\"name\":\"Son 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