{"id":4629,"date":"2026-06-22T05:39:06","date_gmt":"2026-06-22T05:39:06","guid":{"rendered":"https:\/\/daihoc.fpt.edu.vn\/hcm\/?p=4629"},"modified":"2026-07-20T03:33:44","modified_gmt":"2026-07-20T03:33:44","slug":"day-2-hesd-2026-tu-prompt-den-workflow-sinh-vien-fpt-tiep-can-tu-duy-phat-trien-phan-mem-ky-nguyen-ai","status":"publish","type":"post","link":"https:\/\/daihoc.fpt.edu.vn\/hcm\/day-2-hesd-2026-tu-prompt-den-workflow-sinh-vien-fpt-tiep-can-tu-duy-phat-trien-phan-mem-ky-nguyen-ai\/","title":{"rendered":"Day 2 HESD 2026: T\u1eeb Prompt \u0111\u1ebfn Workflow, sinh vi\u00ean Tr\u01b0\u1eddng \u0110\u1ea1i h\u1ecdc FPT ti\u1ebfp c\u1eadn t\u01b0 duy ph\u00e1t tri\u1ec3n ph\u1ea7n m\u1ec1m k\u1ef7 nguy\u00ean AI"},"content":{"rendered":"

\"LTT01874<\/p>\n

Ti\u1ebfp n\u1ed1i l\u1ed9 tr\u00ecnh \u0111\u00e0o t\u1ea1o chuy\u00ean s\u00e2u c\u1ee7a Bootcamp HARNESS ENGINEERING Summer 2026 (HESD SU26), ng\u00e0y h\u1ecdc th\u1ee9 hai v\u1edbi ch\u1ee7 \u0111\u1ec1\u00a0AI Workflow Engineering<\/strong> \u0111\u00e3 \u0111\u01b0a sinh vi\u00ean Khoa K\u1ef9 thu\u1eadt Ph\u1ea7n m\u1ec1m, Tr\u01b0\u1eddng \u0110\u1ea1i h\u1ecdc FPT ti\u1ebfp c\u1eadn m\u1ed9t b\u01b0\u1edbc chuy\u1ec3n quan tr\u1ecdng trong ph\u00e1t tri\u1ec3n ph\u1ea7n m\u1ec1m th\u1ebf h\u1ec7 m\u1edbi: t\u1eeb t\u01b0\u01a1ng t\u00e1c v\u1edbi AI b\u1eb1ng c\u00e1c c\u00e2u l\u1ec7nh \u0111\u01a1n l\u1ebb sang t\u01b0 duy thi\u1ebft k\u1ebf v\u00e0 \u0111i\u1ec1u ph\u1ed1i c\u00e1c h\u1ec7 th\u1ed1ng t\u00e1c nh\u00e2n AI v\u1eadn h\u00e0nh to\u00e0n tr\u00ecnh.<\/p>\n

N\u1ebfu Prompt Engineering t\u1eadp trung v\u00e0o c\u00e1ch giao ti\u1ebfp v\u1edbi m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef, th\u00ec AI Workflow Engineering h\u01b0\u1edbng \u0111\u1ebfn vi\u1ec7c x\u00e2y d\u1ef1ng c\u00e1c lu\u1ed3ng x\u1eed l\u00fd ph\u1ee9c t\u1ea1p, n\u01a1i nhi\u1ec1u t\u00e1c nh\u00e2n AI ph\u1ed1i h\u1ee3p v\u1edbi nhau \u0111\u1ec3 gi\u1ea3i quy\u1ebft b\u00e0i to\u00e1n theo t\u1eebng b\u01b0\u1edbc c\u00f3 t\u1ed5 ch\u1ee9c. \u0110\u00e2y c\u0169ng l\u00e0 n\u1ec1n t\u1ea3ng c\u1ee7a xu h\u01b0\u1edbng Agent-Native Development \u0111ang \u0111\u01b0\u1ee3c nhi\u1ec1u doanh nghi\u1ec7p c\u00f4ng ngh\u1ec7 quan t\u00e2m.<\/p>\n

Ti\u1ebfp c\u1eadn t\u01b0 duy thi\u1ebft k\u1ebf h\u1ec7 th\u1ed1ng AI thay v\u00ec ch\u1ec9 t\u1ea1o prompt<\/h2>\n

Trong ch\u01b0\u01a1ng tr\u00ecnh, sinh vi\u00ean \u0111\u01b0\u1ee3c ti\u1ebfp c\u1eadn c\u00e1c m\u1eabu ki\u1ebfn tr\u00fac lu\u1ed3ng ph\u1ed5 bi\u1ebfn nh\u01b0 Router, Chaining v\u00e0 Orchestrator-Workers, \u0111\u1ed3ng th\u1eddi l\u00e0m quen v\u1edbi ph\u01b0\u01a1ng ph\u00e1p Workflow-Driven Development c\u00f9ng c\u01a1 ch\u1ebf t\u00edch h\u1ee3p c\u00e1c c\u00f4ng c\u1ee5 ngo\u1ea1i vi \u0111\u1ec3 x\u00e2y d\u1ef1ng h\u1ec7 th\u1ed1ng \u0111i\u1ec1u ph\u1ed1i t\u00e1c v\u1ee5.<\/p>\n

Thay v\u00ec x\u1eed l\u00fd m\u1ed9t y\u00eau c\u1ea7u theo c\u00e1ch tuy\u1ebfn t\u00ednh, c\u00e1c nh\u00f3m \u0111\u01b0\u1ee3c h\u01b0\u1edbng d\u1eabn c\u00e1ch ph\u00e2n r\u00e3 b\u00e0i to\u00e1n th\u00e0nh nhi\u1ec1u t\u00e1c v\u1ee5 nh\u1ecf, thi\u1ebft l\u1eadp quy tr\u00ecnh ph\u1ed1i h\u1ee3p gi\u1eefa c\u00e1c th\u00e0nh ph\u1ea7n v\u00e0 ki\u1ec3m so\u00e1t lu\u1ed3ng th\u1ef1c thi c\u1ee7a to\u00e0n b\u1ed9 h\u1ec7 th\u1ed1ng. \u0110\u00e2y l\u00e0 n\u0103ng l\u1ef1c quan tr\u1ecdng trong qu\u00e1 tr\u00ecnh ph\u00e1t tri\u1ec3n c\u00e1c \u1ee9ng d\u1ee5ng AI hi\u1ec7n \u0111\u1ea1i c\u00f3 kh\u1ea3 n\u0103ng t\u1ef1 \u0111\u1ed9ng h\u00f3a cao.<\/p>\n\n\n\n
\"LTT01631<\/td>\n\"LTT01583<\/td>\n\"LTT01643<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\"LTT01693<\/p>\n

X\u00e2y d\u1ef1ng Workflow Orchestration Engine b\u1eb1ng c\u00e1c framework chuy\u00ean d\u1ee5ng<\/h2>\n

\u1ede ph\u1ea7n th\u1ef1c h\u00e0nh, c\u00e1c nh\u00f3m Capstone Project \u0111\u00e3 s\u1eed d\u1ee5ng Python k\u1ebft h\u1ee3p v\u1edbi c\u00e1c framework nh\u01b0 LangChain, LangGraph v\u00e0 CrewAI \u0111\u1ec3 ph\u00e1t tri\u1ec3n m\u1ed9t Workflow Orchestration Engine.<\/p>\n

H\u1ec7 th\u1ed1ng \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf v\u1edbi kh\u1ea3 n\u0103ng ti\u1ebfp nh\u1eadn y\u00eau c\u1ea7u b\u1eb1ng ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean, t\u1ef1 \u0111\u1ed9ng ph\u00e2n t\u00e1ch th\u00e0nh c\u00e1c micro-task v\u00e0 k\u00edch ho\u1ea1t chu\u1ed7i Agent ph\u00f9 h\u1ee3p \u0111\u1ec3 th\u1ef1c thi t\u1eebng b\u01b0\u1edbc. Qu\u00e1 tr\u00ecnh n\u00e0y cho ph\u00e9p nhi\u1ec1u t\u00e1c nh\u00e2n AI ph\u1ed1i h\u1ee3p v\u1edbi nhau trong c\u00f9ng m\u1ed9t lu\u1ed3ng x\u1eed l\u00fd thay v\u00ec ph\u1ee5 thu\u1ed9c v\u00e0o s\u1ef1 can thi\u1ec7p th\u1ee7 c\u00f4ng c\u1ee7a con ng\u01b0\u1eddi.<\/p>\n\n\n\n
\"Workflow1\"<\/td>\n\"Workflow2\"<\/td>\n\"Workflow3\"<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\"Workflow4\"<\/p>\n

Th\u00f4ng qua qu\u00e1 tr\u00ecnh hi\u1ec7n th\u1ef1c h\u00f3a h\u1ec7 th\u1ed1ng, sinh vi\u00ean kh\u00f4ng ch\u1ec9 v\u1eadn d\u1ee5ng ki\u1ebfn th\u1ee9c l\u1eadp tr\u00ecnh m\u00e0 c\u00f2n r\u00e8n luy\u1ec7n t\u01b0 duy ph\u00e2n r\u00e3 b\u00e0i to\u00e1n, thi\u1ebft k\u1ebf ki\u1ebfn tr\u00fac, qu\u1ea3n l\u00fd ng\u1eef c\u1ea3nh v\u00e0 ph\u1ed1i h\u1ee3p gi\u1eefa nhi\u1ec1u th\u00e0nh ph\u1ea7n trong m\u1ed9t h\u1ec7 th\u1ed1ng ph\u1ee9c h\u1ee3p.<\/p>\n

Ki\u1ec3m ch\u1ee9ng kh\u1ea3 n\u0103ng v\u1eadn h\u00e0nh b\u1eb1ng b\u00e0i to\u00e1n th\u1ef1c t\u1ebf<\/h2>\n

Sau khi ho\u00e0n thi\u1ec7n ph\u1ea7n l\u00f5i c\u1ee7a h\u1ec7 th\u1ed1ng, c\u00e1c nh\u00f3m ti\u1ebfn h\u00e0nh nghi\u1ec7m thu v\u00e0 \u0111\u00e1nh gi\u00e1 t\u00ednh \u1ed5n \u0111\u1ecbnh th\u00f4ng qua b\u00e0i to\u00e1n th\u1ef1c t\u1ebf: t\u1ef1 \u0111\u1ed9ng g\u1ecdi chu\u1ed7i Agent \u0111\u1ec3 sinh m\u00e3 ngu\u1ed3n ho\u00e0n ch\u1ec9nh cho m\u1ed9t h\u00e0m API m\u00e0 kh\u00f4ng c\u1ea7n thao t\u00e1c th\u1ee7 c\u00f4ng trong qu\u00e1 tr\u00ecnh x\u1eed l\u00fd.<\/p>\n

C\u00e1c nh\u00f3m \u0111\u00e3 ho\u00e0n th\u00e0nh m\u00e3 ngu\u1ed3n c\u1ed1t l\u00f5i c\u1ee7a c\u00f4ng c\u1ee5 \u0111i\u1ec1u ph\u1ed1i lu\u1ed3ng c\u00f4ng vi\u1ec7c v\u00e0 tri\u1ec3n khai \u1ed5n \u0111\u1ecbnh tr\u00ean m\u00f4i tr\u01b0\u1eddng Sandbox. K\u1ebft qu\u1ea3 n\u00e0y tr\u1edf th\u00e0nh n\u1ec1n t\u1ea3ng k\u1ef9 thu\u1eadt quan tr\u1ecdng \u0111\u1ec3 chu\u1ea9n b\u1ecb cho c\u00e1c ch\u1eb7ng ti\u1ebfp theo c\u1ee7a Bootcamp HARNESS ENGINEERING.<\/p>\n\n\n\n
\"31\"<\/td>\n\"32\"<\/td>\n\"33\"<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\"34\"<\/p>\n

\"35\"<\/p>\n

Kh\u00f4ng ch\u1ec9 d\u1eebng l\u1ea1i \u1edf vi\u1ec7c ti\u1ebfp c\u1eadn c\u00f4ng ngh\u1ec7 m\u1edbi, qu\u00e1 tr\u00ecnh h\u1ecdc t\u1eadp v\u00e0 th\u1ef1c h\u00e0nh \u0111\u00e3 gi\u00fap sinh vi\u00ean Khoa K\u1ef9 thu\u1eadt Ph\u1ea7n m\u1ec1m, Tr\u01b0\u1eddng \u0110\u1ea1i h\u1ecdc FPT t\u1eebng b\u01b0\u1edbc h\u00ecnh th\u00e0nh t\u01b0 duy thi\u1ebft k\u1ebf h\u1ec7 th\u1ed1ng AI \u0111a t\u00e1c nh\u00e2n \u2013 m\u1ed9t trong nh\u1eefng n\u0103ng l\u1ef1c \u0111\u01b0\u1ee3c d\u1ef1 b\u00e1o s\u1ebd \u0111\u00f3ng vai tr\u00f2 quan tr\u1ecdng trong th\u1ebf h\u1ec7 ph\u00e1t tri\u1ec3n ph\u1ea7n m\u1ec1m t\u01b0\u01a1ng lai.<\/p>\n

Th\u00f4ng qua Bootcamp HARNESS ENGINEERING, sinh vi\u00ean \u0111\u01b0\u1ee3c \u0111\u1eb7t v\u00e0o m\u00f4i tr\u01b0\u1eddng h\u1ecdc t\u1eadp g\u1eafn v\u1edbi c\u00e1c b\u00e0i to\u00e1n k\u1ef9 thu\u1eadt th\u1ef1c t\u1ebf, t\u1eeb \u0111\u00f3 t\u1eebng b\u01b0\u1edbc x\u00e2y d\u1ef1ng n\u0103ng l\u1ef1c nghi\u00ean c\u1ee9u, ph\u00e1t tri\u1ec3n v\u00e0 l\u00e0m ch\u1ee7 c\u00e1c h\u1ec7 th\u1ed1ng AI hi\u1ec7n \u0111\u1ea1i trong k\u1ef7 nguy\u00ean Agent-Native Development.<\/p>\n","protected":false},"excerpt":{"rendered":"

Ti\u1ebfp n\u1ed1i l\u1ed9 tr\u00ecnh \u0111\u00e0o t\u1ea1o chuy\u00ean s\u00e2u c\u1ee7a Bootcamp HARNESS ENGINEERING Summer 2026 (HESD SU26), ng\u00e0y h\u1ecdc th\u1ee9 hai v\u1edbi ch\u1ee7 \u0111\u1ec1\u00a0AI Workflow Engineering \u0111\u00e3 \u0111\u01b0a sinh vi\u00ean Khoa K\u1ef9 thu\u1eadt Ph\u1ea7n m\u1ec1m, Tr\u01b0\u1eddng \u0110\u1ea1i h\u1ecdc FPT ti\u1ebfp c\u1eadn m\u1ed9t b\u01b0\u1edbc chuy\u1ec3n quan tr\u1ecdng trong ph\u00e1t tri\u1ec3n ph\u1ea7n m\u1ec1m th\u1ebf h\u1ec7 m\u1edbi: t\u1eeb t\u01b0\u01a1ng […]\n","protected":false},"author":14,"featured_media":4630,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[19],"tags":[],"class_list":["post-4629","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-trai-nghiem-sinh-vien"],"acf":[],"_links":{"self":[{"href":"https:\/\/daihoc.fpt.edu.vn\/hcm\/wp-json\/wp\/v2\/posts\/4629","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/daihoc.fpt.edu.vn\/hcm\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/daihoc.fpt.edu.vn\/hcm\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/daihoc.fpt.edu.vn\/hcm\/wp-json\/wp\/v2\/users\/14"}],"replies":[{"embeddable":true,"href":"https:\/\/daihoc.fpt.edu.vn\/hcm\/wp-json\/wp\/v2\/comments?post=4629"}],"version-history":[{"count":5,"href":"https:\/\/daihoc.fpt.edu.vn\/hcm\/wp-json\/wp\/v2\/posts\/4629\/revisions"}],"predecessor-version":[{"id":5251,"href":"https:\/\/daihoc.fpt.edu.vn\/hcm\/wp-json\/wp\/v2\/posts\/4629\/revisions\/5251"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/daihoc.fpt.edu.vn\/hcm\/wp-json\/wp\/v2\/media\/4630"}],"wp:attachment":[{"href":"https:\/\/daihoc.fpt.edu.vn\/hcm\/wp-json\/wp\/v2\/media?parent=4629"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/daihoc.fpt.edu.vn\/hcm\/wp-json\/wp\/v2\/categories?post=4629"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/daihoc.fpt.edu.vn\/hcm\/wp-json\/wp\/v2\/tags?post=4629"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}