{"id":1464,"date":"2026-05-11T08:54:44","date_gmt":"2026-05-11T08:54:44","guid":{"rendered":"https:\/\/blog.vnpt-technology.vn\/?p=1464"},"modified":"2026-05-14T03:08:55","modified_gmt":"2026-05-14T03:08:55","slug":"phat-trien-phan-mem-trong-ky-nguyen-ai-goc-nhin-tu-vnpt-technology","status":"publish","type":"post","link":"https:\/\/blog.vnpt-technology.vn\/?p=1464","title":{"rendered":"Ph\u00e1t tri\u1ec3n ph\u1ea7n m\u1ec1m trong k\u1ef7 nguy\u00ean AI: G\u00f3c nh\u00ecn t\u1eeb VNPT Technology"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"536\" src=\"https:\/\/blog.vnpt-technology.vn\/wp-content\/uploads\/2026\/05\/z7789505768039_77d2fc4e14e04f4612dfa585ee44041f-1-1024x536.jpg\" alt=\"\" class=\"wp-image-1465\" srcset=\"https:\/\/blog.vnpt-technology.vn\/wp-content\/uploads\/2026\/05\/z7789505768039_77d2fc4e14e04f4612dfa585ee44041f-1-1024x536.jpg 1024w, https:\/\/blog.vnpt-technology.vn\/wp-content\/uploads\/2026\/05\/z7789505768039_77d2fc4e14e04f4612dfa585ee44041f-1-300x157.jpg 300w, https:\/\/blog.vnpt-technology.vn\/wp-content\/uploads\/2026\/05\/z7789505768039_77d2fc4e14e04f4612dfa585ee44041f-1-768x402.jpg 768w, https:\/\/blog.vnpt-technology.vn\/wp-content\/uploads\/2026\/05\/z7789505768039_77d2fc4e14e04f4612dfa585ee44041f-1-1536x804.jpg 1536w, https:\/\/blog.vnpt-technology.vn\/wp-content\/uploads\/2026\/05\/z7789505768039_77d2fc4e14e04f4612dfa585ee44041f-1-2048x1072.jpg 2048w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>Trong nhi\u1ec1u n\u0103m qua, ng\u00e0nh c\u00f4ng nghi\u1ec7p ph\u1ea7n m\u1ec1m \u0111\u00e3 kh\u00f4ng ng\u1eebng t\u00ecm ki\u1ebfm c\u00e1c ph\u01b0\u01a1ng th\u1ee9c nh\u1eb1m n\u00e2ng cao n\u0103ng su\u1ea5t v\u00e0 r\u00fat ng\u1eafn v\u00f2ng \u0111\u1eddi ph\u00e1t tri\u1ec3n s\u1ea3n ph\u1ea9m. T\u1eeb Agile \u0111\u1ebfn DevOps, m\u1ed7i giai \u0111o\u1ea1n ph\u00e1t tri\u1ec3n \u0111\u1ec1u g\u00f3p ph\u1ea7n t\u1ed1i \u01b0u h\u00f3a t\u1eebng kh\u00e2u trong quy tr\u00ecnh tri\u1ec3n khai. \u0110\u1eb7c bi\u1ec7t, s\u1ef1 xu\u1ea5t hi\u1ec7n c\u1ee7a Artificial Intelligence, c\u00f9ng v\u1edbi l\u00e0n s\u00f3ng Generative AI trong th\u1eddi gian g\u1ea7n \u0111\u00e2y, \u0111ang t\u1ea1o ra m\u1ed9t chuy\u1ec3n bi\u1ebfn mang t\u00ednh n\u1ec1n t\u1ea3ng \u2014 kh\u00f4ng ch\u1ec9 d\u1eebng l\u1ea1i \u1edf vi\u1ec7c c\u1ea3i ti\u1ebfn quy tr\u00ecnh, m\u00e0 c\u00f2n t\u1eebng b\u01b0\u1edbc t\u00e1i \u0111\u1ecbnh h\u00ecnh c\u00e1ch th\u1ee9c ph\u1ea7n m\u1ec1m \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf, ph\u00e1t tri\u1ec3n v\u00e0 v\u1eadn h\u00e0nh tr\u00ean quy m\u00f4 to\u00e0n di\u1ec7n.<\/p>\n\n\n\n<p>Theo McKinsey &amp; Company, AI c\u00f3 th\u1ec3 gi\u00fap t\u0103ng n\u0103ng su\u1ea5t l\u1eadp tr\u00ecnh t\u1eeb 20% \u0111\u1ebfn 50% \u1edf nhi\u1ec1u c\u00f4ng \u0111o\u1ea1n kh\u00e1c nhau: t\u1eeb ph\u00e1t tri\u1ec3n m\u00e3 ngu\u1ed3n, x\u00e2y d\u1ef1ng t\u00e0i li\u1ec7u k\u1ef9 thu\u1eadt \u0111\u1ebfn ho\u1ea1t \u0111\u1ed9ng ki\u1ec3m th\u1eed. Tuy nhi\u00ean, \u0111i\u1ec3m \u0111\u00e1ng l\u01b0u \u00fd kh\u00f4ng ch\u1ec9 n\u1eb1m \u1edf c\u00e1c ch\u1ec9 s\u1ed1 hi\u1ec7u su\u1ea5t, m\u00e0 c\u00f2n \u1edf th\u00e1ch th\u1ee9c trong qu\u00e1 tr\u00ecnh tri\u1ec3n khai th\u1ef1c ti\u1ec5n: ph\u1ea7n l\u1edbn doanh nghi\u1ec7p hi\u1ec7n nay v\u1eabn ch\u01b0a khai th\u00e1c \u0111\u01b0\u1ee3c \u0111\u1ea7y \u0111\u1ee7 gi\u00e1 tr\u1ecb m\u00e0 AI c\u00f3 th\u1ec3 mang l\u1ea1i. Kho\u1ea3ng c\u00e1ch n\u00e0y kh\u00f4ng xu\u1ea5t ph\u00e1t t\u1eeb c\u00f4ng ngh\u1ec7, m\u00e0 t\u1eeb c\u00e1ch t\u1ed5 ch\u1ee9c v\u00e0 v\u1eadn h\u00e0nh AI.<\/p>\n\n\n\n<p>\u0110\u1ec3 hi\u1ec3u r\u00f5 h\u01a1n s\u1ef1 chuy\u1ec3n d\u1ecbch n\u00e0y, ch\u00fang ta c\u00f3 th\u1ec3 nh\u00ecn v\u00e0o 4 c\u1ea5p \u0111\u1ed9 \u1ee9ng d\u1ee5ng AI trong ph\u00e1t tri\u1ec3n ph\u1ea7n m\u1ec1m \u2013 m\u1ed9t ti\u1ebfn tr\u00ecnh ph\u1ea3n \u00e1nh c\u00e1ch AI \u0111ang t\u1eebng b\u01b0\u1edbc n\u00e2ng c\u1ea5p t\u1eeb vai tr\u00f2 h\u1ed7 tr\u1ee3 sang vai tr\u00f2 v\u1eadn h\u00e0nh:<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">B\u1ed1n c\u1ea5p \u0111\u1ed9 ti\u1ebfn h\u00f3a c\u1ee7a AI trong ph\u00e1t tri\u1ec3n ph\u1ea7n m\u1ec1m<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>C\u1ea5p \u0111\u1ed9 1:<\/strong> Kh\u00f4ng s\u1eed d\u1ee5ng AI, vi\u1ec7c ph\u00e1t tri\u1ec3n ph\u1ea7n m\u1ec1m ho\u00e0n to\u00e0n th\u1ee7 c\u00f4ng, c\u00e1c b\u01b0\u1edbc th\u1ef1c hi\u1ec7n tu\u1ea7n t\u1ef1 v\u00e0 ph\u1ee5 thu\u1ed9c nhi\u1ec1u v\u00e0o con ng\u01b0\u1eddi. T\u1ed1c \u0111\u1ed9 ph\u1ee5 thu\u1ed9c ho\u00e0n to\u00e0n v\u00e0o n\u0103ng l\u1ef1c c\u00e1 nh\u00e2n.<\/li>\n\n\n\n<li><strong>C\u1ea5p \u0111\u1ed9 2:<\/strong> AI tham gia nh\u01b0 m\u1ed9t \u201cpair programmer\u201d (tr\u1ee3 l\u00fd l\u1eadp tr\u00ecnh). L\u1eadp tr\u00ecnh vi\u00ean vi\u1ebft m\u1ed9t ph\u1ea7n, AI g\u1ee3i \u00fd ph\u1ea7n ti\u1ebfp theo. C\u00e1c c\u00f4ng c\u1ee5 tr\u1ee3 l\u00fd gi\u00fap t\u0103ng t\u1ed1c t\u00e1c v\u1ee5 l\u1eb7p l\u1ea1i, t\u1ea1o b\u01b0\u1edbc nh\u1ea3y n\u0103ng su\u1ea5t c\u00e1 nh\u00e2n nh\u01b0ng ch\u01b0a thay \u0111\u1ed5i b\u1ea3n ch\u1ea5t quy tr\u00ecnh.<\/li>\n\n\n\n<li><strong>C\u1ea5p \u0111\u1ed9 3:<\/strong> AI b\u1eaft \u0111\u1ea7u t\u1ef1 \u0111\u1ed9ng h\u00f3a c\u1ea3 m\u1ed9t b\u01b0\u1edbc trong quy tr\u00ecnh, \u0111\u00e1nh d\u1ea5u m\u1ed9t b\u01b0\u1edbc chuy\u1ec3n quan tr\u1ecdng. L\u1eadp tr\u00ecnh vi\u00ean m\u00f4 t\u1ea3 y\u00eau c\u1ea7u b\u1eb1ng ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean, AI s\u1ebd t\u1ea1o ra phi\u00ean b\u1ea3n \u0111\u1ea7u ti\u00ean c\u1ee7a code, k\u1ecbch b\u1ea3n ki\u1ec3m th\u1eed v\u00e0 t\u00e0i li\u1ec7u.<\/li>\n\n\n\n<li><strong>C\u1ea5p \u0111\u1ed9 4:<\/strong> AI tham gia v\u00e0o to\u00e0n b\u1ed9 qu\u00e1 tr\u00ecnh ph\u00e1t tri\u1ec3n th\u00f4ng qua s\u1ef1 ph\u1ed1i h\u1ee3p c\u1ee7a c\u00e1c t\u00e1c nh\u00e2n th\u00f4ng minh. M\u1ed9t nh\u00f3m nh\u1ecf con ng\u01b0\u1eddi \u0111\u00f3ng vai tr\u00f2 \u0111\u1ecbnh h\u01b0\u1edbng v\u00e0 ra quy\u1ebft \u0111\u1ecbnh, trong khi h\u1ec7 th\u1ed1ng AI x\u00e2y d\u1ef1ng to\u00e0n b\u1ed9 \u1ee9ng d\u1ee5ng t\u1eeb thi\u1ebft k\u1ebf \u0111\u1ebfn t\u00edch h\u1ee3p. \u0110\u00e2y ch\u00ednh l\u00e0 m\u00f4 h\u00ecnh t\u1ea1o c\u01a1 h\u1ed9i \u0111\u1ec3 m\u1ed9t \u0111\u1ed9i ng\u0169 nh\u1ecf c\u00f3 th\u1ec3 th\u1ef1c hi\u1ec7n kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c c\u1ee7a c\u1ea3 m\u1ed9t ph\u00f2ng ban tr\u01b0\u1edbc \u0111\u00e2y.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Th\u00e1ch Th\u1ee9c T\u1eeb Vi\u1ec7c \u1ee8ng D\u1ee5ng AI R\u1eddi R\u1ea1c<\/h2>\n\n\n\n<p>Trong th\u1ef1c t\u1ebf, ph\u1ea7n l\u1edbn t\u1ed5 ch\u1ee9c hi\u1ec7n nay m\u1edbi d\u1eebng \u1edf c\u1ea5p \u0111\u1ed9 2 ho\u1eb7c m\u1ed9t ph\u1ea7n c\u1ea5p \u0111\u1ed9 3. Vi\u1ec7c cho ph\u00e9p m\u1ed7i c\u00e1 nh\u00e2n s\u1eed d\u1ee5ng AI ri\u00eang l\u1ebb tuy mang l\u1ea1i hi\u1ec7u qu\u1ea3 nhanh ch\u00f3ng nh\u01b0ng l\u1ea1i t\u1ea1o ra nh\u1eefng v\u1ea5n \u0111\u1ec1 mang t\u00ednh h\u1ec7 th\u1ed1ng:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Ph\u00e2n m\u1ea3nh tri th\u1ee9c (Knowledge Silo):<\/strong> Tri th\u1ee9c b\u1ecb chia c\u1eaft, thi\u1ebfu \u0111\u1ed3ng b\u1ed9 v\u00e0 kh\u00f3 ki\u1ec3m so\u00e1t ch\u1ea5t l\u01b0\u1ee3ng \u0111\u1ea7u ra gi\u1eefa c\u00e1c th\u00e0nh vi\u00ean.<\/li>\n\n\n\n<li><strong>Gia t\u0103ng n\u1ee3 k\u1ef9 thu\u1eadt (Technical Debt):<\/strong> 45% nh\u00e0 ph\u00e1t tri\u1ec3n cho bi\u1ebft vi\u1ec7c g\u1ee1 l\u1ed7i m\u00e3 do AI t\u1ea1o ra m\u1ea5t nhi\u1ec1u th\u1eddi gian h\u01a1n d\u1ef1 ki\u1ebfn.<\/li>\n\n\n\n<li><strong>R\u1ee7i ro m\u1ea5t m\u00e1t tri th\u1ee9c:<\/strong> Khi nh\u00e2n s\u1ef1 ngh\u1ec9 vi\u1ec7c, nh\u1eefng \u201cb\u00ed quy\u1ebft\u201d v\u00e0 kinh nghi\u1ec7m t\u00edch l\u0169y trong qu\u00e1 tr\u00ecnh t\u01b0\u01a1ng t\u00e1c v\u1edbi AI c\u00e1 nh\u00e2n c\u0169ng b\u1ecb m\u1ea5t \u0111i.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Multi-Agent AI \u2013 N\u1ec1n t\u1ea3ng AI c\u1ed9ng t\u00e1c c\u1ee7a t\u1ed5 ch\u1ee9c<\/h2>\n\n\n\n<p>Thay v\u00ec m\u1ed7i c\u00e1 nh\u00e2n l\u00e0m vi\u1ec7c v\u1edbi m\u1ed9t AI ri\u00eang l\u1ebb, Multi-Agent AI x\u00e2y d\u1ef1ng m\u1ed9t h\u1ec7 th\u1ed1ng g\u1ed3m nhi\u1ec1u t\u00e1c nh\u00e2n AI ph\u1ed1i h\u1ee3p v\u1edbi nhau. M\u1ed7i agent \u0111\u1ea3m nhi\u1ec7m m\u1ed9t vai tr\u00f2 c\u1ee5 th\u1ec3 trong v\u00f2ng \u0111\u1eddi ph\u00e1t tri\u1ec3n ph\u1ea7n m\u1ec1m, t\u1eeb ph\u00e2n t\u00edch y\u00eau c\u1ea7u, thi\u1ebft k\u1ebf, ph\u00e1t tri\u1ec3n \u0111\u1ebfn ki\u1ec3m th\u1eed v\u00e0 \u0111\u00e1nh gi\u00e1. C\u00e1c agent n\u00e0y c\u00f9ng khai th\u00e1c m\u1ed9t ngu\u1ed3n tri th\u1ee9c chung v\u00e0 c\u00f3 c\u01a1 ch\u1ebf ki\u1ec3m ch\u1ee9ng ch\u00e9o, gi\u00fap \u0111\u1ea3m b\u1ea3o t\u00ednh nh\u1ea5t qu\u00e1n v\u00e0 ch\u1ea5t l\u01b0\u1ee3ng \u0111\u1ea7u ra.<\/p>\n\n\n\n<p>Khi \u0111\u01b0\u1ee3c tri\u1ec3n khai hi\u1ec7u qu\u1ea3, m\u00f4 h\u00ecnh n\u00e0y mang l\u1ea1i nh\u1eefng \u0111\u1ed9t ph\u00e1:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Th\u1ef1c thi song song:<\/strong> C\u00e1c c\u00f4ng \u0111o\u1ea1n di\u1ec5n ra \u0111\u1ed3ng th\u1eddi thay v\u00ec tu\u1ea7n t\u1ef1, r\u00fat ng\u1eafn th\u1eddi gian ho\u00e0n th\u00e0nh module t\u1eeb 6\u20138 tu\u1ea7n xu\u1ed1ng c\u00f2n 3\u20134 tu\u1ea7n (gi\u1ea3m 40\u201350% th\u1eddi gian).<\/li>\n\n\n\n<li><strong>Ki\u1ec3m so\u00e1t ch\u1ea5t l\u01b0\u1ee3ng:<\/strong> C\u01a1 ch\u1ebf t\u1ef1 \u0111\u1ed9ng \u0111\u00e1nh gi\u00e1 v\u1edbi \u0111\u1ed9 ph\u1ee7 cao gi\u00fap ph\u00e1t hi\u1ec7n l\u1ed7i s\u1edbm, gi\u1ea3m chi ph\u00ed s\u1eeda ch\u1eefa \u0111\u00e1ng k\u1ec3.<\/li>\n\n\n\n<li><strong>L\u01b0u tr\u1eef tri th\u1ee9c:<\/strong> Tri th\u1ee9c \u0111\u01b0\u1ee3c t\u00edch l\u0169y \u1edf c\u1ea5p t\u1ed5 ch\u1ee9c, h\u00ecnh th\u00e0nh m\u1ed9t n\u1ec1n t\u1ea3ng tri th\u1ee9c chung c\u00f3 kh\u1ea3 n\u0103ng h\u1ecdc h\u1ecfi theo th\u1eddi gian thay v\u00ec ph\u1ee5 thu\u1ed9c v\u00e0o c\u00e1 nh\u00e2n.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Qu\u1ea3n Tr\u1ecb Tri Th\u1ee9c \u2013 C\u1ed1t L\u00f5i \u0110\u1ec3 AI Th\u00e0nh C\u00f4ng<\/h2>\n\n\n\n<p>Tri th\u1ee9c \u0111\u01b0\u1ee3c xem l\u00e0 t\u00e0i s\u1ea3n quan tr\u1ecdng nh\u1ea5t c\u1ee7a doanh nghi\u1ec7p, bao g\u1ed3m c\u1ea3 tri th\u1ee9c hi\u1ec7n h\u1eefu (t\u00e0i li\u1ec7u, quy tr\u00ecnh) v\u00e0 tri th\u1ee9c ng\u1ea7m (kinh nghi\u1ec7m, k\u1ef9 n\u0103ng). Vi\u1ec7c t\u1ed5 ch\u1ee9c v\u00e0 khai th\u00e1c hi\u1ec7u qu\u1ea3 ngu\u1ed3n tri th\u1ee9c n\u00e0y v\u00ec v\u1eady tr\u1edf th\u00e0nh y\u1ebfu t\u1ed1 then ch\u1ed1t trong tri\u1ec3n khai AI. M\u1ed9t h\u1ec7 th\u1ed1ng AI ch\u1ec9 c\u00f3 th\u1ec3 ho\u1ea1t \u0111\u1ed9ng hi\u1ec7u qu\u1ea3 khi \u0111\u01b0\u1ee3c cung c\u1ea5p \u0111\u1ea7y \u0111\u1ee7 ng\u1eef c\u1ea3nh, c\u00f3 quy t\u1eafc r\u00f5 r\u00e0ng v\u00e0 li\u00ean t\u1ee5c c\u1ea3i thi\u1ec7n th\u00f4ng qua ph\u1ea3n h\u1ed3i. Th\u00e0nh c\u00f4ng c\u1ee7a AI v\u00ec v\u1eady kh\u00f4ng n\u1eb1m \u1edf b\u1ea3n th\u00e2n m\u00f4 h\u00ecnh, m\u00e0 n\u1eb1m \u1edf c\u00e1ch con ng\u01b0\u1eddi t\u1ed5 ch\u1ee9c v\u00e0 v\u1eadn h\u00e0nh n\u00f3.<\/p>\n\n\n\n<p>\u0110\u1ec3 x\u00e2y d\u1ef1ng m\u1ed9t \u201cb\u1ed9 n\u00e3o chung\u201d \u0111\u00e1ng tin c\u1eady, ch\u00fang ta c\u1ea7n \u00e1p d\u1ee5ng 5 nguy\u00ean t\u1eafc qu\u1ea3n tr\u1ecb c\u1ed1t l\u00f5i:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Quy t\u1eafc r\u00f5 r\u00e0ng:<\/strong> Thi\u1ebft l\u1eadp c\u00e1c r\u00e0ng bu\u1ed9c (constraints) \u0111\u1ec3 gi\u1edbi h\u1ea1n ph\u1ea1m vi h\u00e0nh \u0111\u1ed9ng v\u00e0 \u0111\u1ea3m b\u1ea3o t\u00ednh nh\u1ea5t qu\u00e1n c\u1ee7a AI.<\/li>\n\n\n\n<li><strong>Ng\u1eef c\u1ea3nh \u0111\u1ea7y \u0111\u1ee7:<\/strong> Cung c\u1ea5p t\u00e0i li\u1ec7u n\u1ed9i b\u1ed9 v\u00e0 d\u1eef li\u1ec7u l\u1ecbch s\u1eed \u0111\u1ec3 AI hi\u1ec3u r\u00f5 \u201cc\u00e1ch l\u00e0m \u0111\u00fang\u201d theo ti\u00eau chu\u1ea9n c\u00f4ng ty.<\/li>\n\n\n\n<li><strong>Ki\u1ec3m tra ch\u1eb7t ch\u1ebd:<\/strong> Duy tr\u00ec c\u01a1 ch\u1ebf AI t\u1ef1 \u0111\u00e1nh gi\u00e1 k\u1ebft h\u1ee3p v\u1edbi s\u1ef1 ph\u00ea duy\u1ec7t cu\u1ed1i c\u00f9ng c\u1ee7a con ng\u01b0\u1eddi \u0111\u1ec3 gi\u1ea3m thi\u1ec3u r\u1ee7i ro.<\/li>\n\n\n\n<li><strong>Ph\u1ea3n h\u1ed3i li\u00ean t\u1ee5c:<\/strong> Ghi nh\u1eadn l\u1ed7i \u0111\u1ec3 c\u1eadp nh\u1eadt l\u1ea1i h\u01b0\u1edbng d\u1eabn (feedback loop), gi\u00fap h\u1ec7 th\u1ed1ng kh\u00f4ng ng\u1eebng c\u1ea3i thi\u1ec7n theo th\u1eddi gian.<\/li>\n\n\n\n<li><strong>\u0110o l\u01b0\u1eddng hi\u1ec7u qu\u1ea3:<\/strong> S\u1eed d\u1ee5ng c\u00e1c ch\u1ec9 s\u1ed1 (metrics) c\u1ee5 th\u1ec3 \u0111\u1ec3 \u0111\u00e1nh gi\u00e1 n\u0103ng su\u1ea5t v\u00e0 ch\u1ea5t l\u01b0\u1ee3ng th\u1ef1c t\u1ebf.<\/li>\n<\/ol>\n\n\n\n<h2 class=\"wp-block-heading\">H\u01b0\u1edbng \u0110i Chi\u1ebfn L\u01b0\u1ee3c: K\u1ef9 s\u01b0 l\u00e0 ng\u01b0\u1eddi thi\u1ebft k\u1ebf v\u00e0 \u0111i\u1ec1u ph\u1ed1i<\/h2>\n\n\n\n<p>VNPT Technology l\u1ef1a ch\u1ecdn c\u00e1ch ti\u1ebfp c\u1eadn mang t\u00ednh h\u1ec7 th\u1ed1ng thay v\u00ec tri\u1ec3n khai r\u1eddi r\u1ea1c c\u00e1c c\u00f4ng c\u1ee5 AI. C\u00f4ng ty \u0111\u1ecbnh h\u01b0\u1edbng thi\u1ebft k\u1ebf l\u1ea1i quy tr\u00ecnh ph\u00e1t tri\u1ec3n ph\u1ea7n m\u1ec1m (SDLC) v\u1edbi c\u00e1c vai tr\u00f2 \u0111\u01b0\u1ee3c h\u1ed7 tr\u1ee3 b\u1edfi c\u00e1c h\u1ec7 th\u1ed1ng AI chuy\u00ean bi\u1ec7t ho\u1ea1t \u0111\u1ed9ng trong m\u1ed9t ki\u1ebfn tr\u00fac th\u1ed1ng nh\u1ea5t.<\/p>\n\n\n\n<p>S\u1ef1 thay \u0111\u1ed5i n\u00e0y t\u00e1i \u0111\u1ecbnh ngh\u0129a vai tr\u00f2 c\u1ee7a \u0111\u1ed9i ng\u0169 k\u1ef9 s\u01b0: Tr\u1ecdng t\u00e2m kh\u00f4ng c\u00f2n l\u00e0 vi\u1ebft t\u1eebng d\u00f2ng m\u00e3, m\u00e0 l\u00e0 thi\u1ebft k\u1ebf h\u1ec7 th\u1ed1ng, ki\u1ec3m so\u00e1t AI v\u00e0 \u0111\u1ea3m b\u1ea3o ch\u1ea5t l\u01b0\u1ee3ng \u1edf c\u1ea5p \u0111\u1ed9 t\u1ed5ng th\u1ec3. K\u1ef9 s\u01b0 tr\u1edf th\u00e0nh ng\u01b0\u1eddi thi\u1ebft k\u1ebf, \u0111i\u1ec1u ph\u1ed1i m\u1ed9t h\u1ec7 th\u1ed1ng th\u00f4ng minh, thay v\u00ec ch\u1ec9 l\u00e0 ng\u01b0\u1eddi th\u1ef1c thi.<\/p>\n\n\n\n<p>Nh\u00ecn r\u1ed9ng h\u01a1n, n\u1ebfu Cloud \u0111\u00e3 thay \u0111\u1ed5i c\u00e1ch x\u00e2y d\u1ef1ng h\u1ea1 t\u1ea7ng v\u00e0 DevOps thay \u0111\u1ed5i c\u00e1ch v\u1eadn h\u00e0nh th\u00ec AI t\u00edch h\u1ee3p s\u00e2u s\u1ebd tr\u1edf th\u00e0nh m\u00f4 h\u00ecnh v\u1eadn h\u00e0nh m\u1edbi c\u1ee7a ng\u00e0nh ph\u1ea7n m\u1ec1m. L\u1ee3i th\u1ebf c\u1ea1nh tranh s\u1ebd kh\u00f4ng c\u00f2n thu\u1ed9c v\u1ec1 nh\u1eefng t\u1ed5 ch\u1ee9c \u201cc\u00f3 AI\u201d, m\u00e0 thu\u1ed9c v\u1ec1 nh\u1eefng \u0111\u1ed9i ng\u0169 \u201cbi\u1ebft t\u1ed5 ch\u1ee9c AI\u201d.<\/p>\n\n\n\n<p>V\u1edbi VNPT Technology, vi\u1ec7c l\u00e0m ch\u1ee7 AI l\u00e0 b\u01b0\u1edbc \u0111i chi\u1ebfn l\u01b0\u1ee3c \u0111\u1ec3 l\u00e0m ch\u1ee7 tri th\u1ee9c, chu\u1ea9n h\u00f3a n\u0103ng l\u1ef1c v\u00e0 x\u00e2y d\u1ef1ng m\u1ed9t h\u1ec7 th\u1ed1ng ph\u00e1t tri\u1ec3n ph\u1ea7n m\u1ec1m c\u00f3 kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng, th\u00edch \u1ee9ng v\u00e0 kh\u00f4ng ng\u1eebng h\u1ecdc h\u1ecfi trong k\u1ef7 nguy\u00ean s\u1ed1. Trong th\u1eddi gian t\u1edbi, khi Multi-Agent AI th\u1ef1c s\u1ef1 \u0111\u01b0\u1ee3c khai th\u00e1c m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3, c\u00e1c doanh nghi\u1ec7p c\u00f4ng ngh\u1ec7 Vi\u1ec7t Nam s\u1ebd \u0111\u00f3n nh\u1eadn nhi\u1ec1u c\u01a1 h\u1ed9i m\u1edbi, m\u1edf ra kh\u00f4ng gian ph\u00e1t tri\u1ec3n v\u00e0 n\u00e2ng cao n\u0103ng l\u1ef1c c\u1ea1nh tranh tr\u00ean tr\u01b0\u1eddng qu\u1ed1c t\u1ebf.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Trong nhi\u1ec1u n\u0103m qua, ng\u00e0nh c\u00f4ng nghi\u1ec7p ph\u1ea7n m\u1ec1m \u0111\u00e3 kh\u00f4ng ng\u1eebng t\u00ecm ki\u1ebfm c\u00e1c ph\u01b0\u01a1ng th\u1ee9c nh\u1eb1m n\u00e2ng cao n\u0103ng su\u1ea5t v\u00e0 r\u00fat ng\u1eafn v\u00f2ng \u0111\u1eddi ph\u00e1t tri\u1ec3n s\u1ea3n ph\u1ea9m. T\u1eeb Agile \u0111\u1ebfn DevOps, m\u1ed7i giai \u0111o\u1ea1n ph\u00e1t tri\u1ec3n \u0111\u1ec1u g\u00f3p ph\u1ea7n t\u1ed1i \u01b0u h\u00f3a t\u1eebng kh\u00e2u trong quy tr\u00ecnh tri\u1ec3n khai. \u0110\u1eb7c bi\u1ec7t,&hellip;&nbsp;<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"neve_meta_sidebar":"","neve_meta_container":"","neve_meta_enable_content_width":"","neve_meta_content_width":0,"neve_meta_title_alignment":"","neve_meta_author_avatar":"","neve_post_elements_order":"","neve_meta_disable_header":"","neve_meta_disable_footer":"","neve_meta_disable_title":"","footnotes":""},"categories":[1],"tags":[],"class_list":["post-1464","post","type-post","status-publish","format-standard","hentry","category-chua-phan-loai"],"_links":{"self":[{"href":"https:\/\/blog.vnpt-technology.vn\/index.php?rest_route=\/wp\/v2\/posts\/1464","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blog.vnpt-technology.vn\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blog.vnpt-technology.vn\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blog.vnpt-technology.vn\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/blog.vnpt-technology.vn\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=1464"}],"version-history":[{"count":3,"href":"https:\/\/blog.vnpt-technology.vn\/index.php?rest_route=\/wp\/v2\/posts\/1464\/revisions"}],"predecessor-version":[{"id":1473,"href":"https:\/\/blog.vnpt-technology.vn\/index.php?rest_route=\/wp\/v2\/posts\/1464\/revisions\/1473"}],"wp:attachment":[{"href":"https:\/\/blog.vnpt-technology.vn\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1464"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blog.vnpt-technology.vn\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1464"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blog.vnpt-technology.vn\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1464"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}