{"id":1662,"date":"2026-08-13T11:09:43","date_gmt":"2026-08-13T11:09:43","guid":{"rendered":"https:\/\/newtech.edu.pl\/academy\/?p=1662"},"modified":"2026-08-13T11:09:45","modified_gmt":"2026-08-13T11:09:45","slug":"ai-zaczyna-programowac-razem-z-czlowiekiem-jak-zmienia-sie-swiat-programowania","status":"publish","type":"post","link":"https:\/\/newtech.edu.pl\/academy\/ai-zaczyna-programowac-razem-z-czlowiekiem-jak-zmienia-sie-swiat-programowania\/","title":{"rendered":"AI zaczyna programowa\u0107 razem z cz\u0142owiekiem. Jak zmienia si\u0119 \u015bwiat programowania?"},"content":{"rendered":"\n

Jeszcze niedawno nauka programowania oznacza\u0142a przede wszystkim poznawanie sk\u0142adni j\u0119zyka, pisanie kolejnych linijek kodu i d\u0142ugie godziny sp\u0119dzone na szukaniu b\u0142\u0119d\u00f3w. Dzisiaj programi\u015bci otrzymali zupe\u0142nie nowego pomocnika \u2013 sztuczn\u0105 inteligencj\u0119.<\/p>\n\n\n\n

AI potrafi ju\u017c pomaga\u0107 w pisaniu kodu, wyja\u015bnia\u0107 jego dzia\u0142anie, wyszukiwa\u0107 b\u0142\u0119dy, proponowa\u0107 rozwi\u0105zania, a nawet tworzy\u0107 ca\u0142e fragmenty aplikacji na podstawie opisu napisanego zwyk\u0142ym j\u0119zykiem.<\/p>\n\n\n\n

To nie oznacza jednak ko\u0144ca programowania. Wr\u0119cz przeciwnie \u2013 zmienia si\u0119 przede wszystkim spos\u00f3b, w jaki programujemy.<\/p>\n\n\n\n

\"image\"<\/figure>\n\n\n\n

Od pisania kodu do rozmowy z komputerem<\/h4>\n\n\n\n

Wyobra\u017a sobie, \u017ce chcesz stworzy\u0107 prost\u0105 stron\u0119 internetow\u0105.<\/p>\n\n\n\n

Zamiast zaczyna\u0107 od pustego pliku i pisa\u0107 wszystko od pocz\u0105tku, mo\u017cesz opisa\u0107 AI, czego potrzebujesz:<\/p>\n\n\n\n

\u201eStw\u00f3rz stron\u0119 z trzema kafelkami, zdj\u0119ciem, tytu\u0142em i przyciskiem. Ma dzia\u0142a\u0107 dobrze na telefonie.\u201d<\/p>\n\n\n\n

Sztuczna inteligencja mo\u017ce nast\u0119pnie przygotowa\u0107 pierwsz\u0105 wersj\u0119 kodu. Programista mo\u017ce j\u0105 sprawdzi\u0107, poprawi\u0107 i poprosi\u0107 o kolejne zmiany.<\/p>\n\n\n\n

Taki spos\u00f3b pracy jest cz\u0119sto okre\u015blany jako AI-assisted coding<\/strong> albo, w bardziej potocznym uj\u0119ciu, \u201evibe coding\u201d.<\/p>\n\n\n\n

Najwa\u017cniejsze jest jednak to, \u017ce AI nie zwalnia cz\u0142owieka z my\u015blenia. Wygenerowany kod mo\u017ce zawiera\u0107 b\u0142\u0119dy, by\u0107 niebezpieczny albo dzia\u0142a\u0107 inaczej, ni\u017c oczekiwali\u015bmy. Dlatego umiej\u0119tno\u015b\u0107 rozumienia programowania nadal jest niezwykle wa\u017cna.<\/p>\n\n\n\n

\"image\"<\/figure>\n\n\n\n

AI potrafi ju\u017c sprawdza\u0107 kod<\/h4>\n\n\n\n

Rozw\u00f3j narz\u0119dzi AI idzie jeszcze dalej. Sztuczna inteligencja mo\u017ce analizowa\u0107 istniej\u0105cy kod i wskazywa\u0107 potencjalne problemy.<\/p>\n\n\n\n

Dobrym przyk\u0142adem jest rozw\u00f3j narz\u0119dzi przeznaczonych do automatycznego przegl\u0105dania kodu. Jedna z firm dzia\u0142aj\u0105cych w tym obszarze, CodeRabbit, poda\u0142a w 2026 roku, \u017ce jej system wykonuje ponad 2 miliony przegl\u0105d\u00f3w kodu tygodniowo. Firma pozyska\u0142a r\u00f3wnie\u017c finansowanie przy wycenie si\u0119gaj\u0105cej 1,5 miliarda dolar\u00f3w.<\/p>\n\n\n\n

Pokazuje to, \u017ce AI nie jest ju\u017c tylko ciekawostk\u0105 dla programist\u00f3w. Staje si\u0119 cz\u0119\u015bci\u0105 prawdziwego procesu tworzenia i sprawdzania oprogramowania.<\/p>\n\n\n\n

Czy AI zast\u0105pi programist\u00f3w?<\/h4>\n\n\n\n

To jedno z najcz\u0119\u015bciej zadawanych pyta\u0144.<\/p>\n\n\n\n

Najbardziej prawdopodobny scenariusz wygl\u0105da jednak inaczej. AI b\u0119dzie przejmowa\u0107 cz\u0119\u015b\u0107 powtarzalnych czynno\u015bci, ale cz\u0142owiek nadal b\u0119dzie potrzebny do okre\u015blenia, co w\u0142a\u015bciwie nale\u017cy zbudowa\u0107 i dlaczego<\/strong>.<\/p>\n\n\n\n

Programista musi rozumie\u0107 potrzeby u\u017cytkownika, projektowa\u0107 rozwi\u0105zania, podejmowa\u0107 decyzje techniczne i sprawdza\u0107, czy wygenerowany kod rzeczywi\u015bcie dzia\u0142a poprawnie.<\/p>\n\n\n\n

Mo\u017cna wi\u0119c powiedzie\u0107, \u017ce AI staje si\u0119 dla programisty czym\u015b w rodzaju bardzo szybkiego asystenta.<\/p>\n\n\n\n

Dlaczego warto uczy\u0107 si\u0119 programowania?<\/h4>\n\n\n\n

W\u0142a\u015bnie dlatego, \u017ce rozw\u00f3j AI sprawia, i\u017c programowanie staje si\u0119 jeszcze ciekawsze.<\/p>\n\n\n\n

Osoba znaj\u0105ca podstawy programowania mo\u017ce wykorzysta\u0107 sztuczn\u0105 inteligencj\u0119 jako narz\u0119dzie do szybszego tworzenia w\u0142asnych projekt\u00f3w. Zamiast sp\u0119dza\u0107 wiele godzin na pisaniu prostych fragment\u00f3w kodu, mo\u017ce skupi\u0107 si\u0119 na pomy\u015ble, logice dzia\u0142ania i eksperymentowaniu.<\/p>\n\n\n\n

Co wi\u0119cej, programowanie uczy sposobu my\u015blenia, kt\u00f3ry jest przydatny r\u00f3wnie\u017c poza komputerem. Rozwi\u0105zywanie problem\u00f3w, dzielenie du\u017cego zadania na mniejsze cz\u0119\u015bci, szukanie b\u0142\u0119d\u00f3w i logiczne analizowanie sytuacji to umiej\u0119tno\u015bci przydatne w wielu dziedzinach.<\/p>\n\n\n\n

Przysz\u0142o\u015b\u0107 programowania mo\u017ce wygl\u0105da\u0107 zupe\u0142nie inaczej<\/h4>\n\n\n\n

By\u0107 mo\u017ce za kilka lat nie b\u0119dziemy ju\u017c patrze\u0107 na programowanie wy\u0142\u0105cznie jako na r\u0119czne pisanie tysi\u0119cy linijek kodu.<\/p>\n\n\n\n

Programista b\u0119dzie coraz cz\u0119\u015bciej osob\u0105, kt\u00f3ra potrafi po\u0142\u0105czy\u0107 w\u0142asn\u0105 wiedz\u0119 z mo\u017cliwo\u015bciami sztucznej inteligencji. B\u0119dzie projektowa\u0107 rozwi\u0105zania, kontrolowa\u0107 prac\u0119 AI i decydowa\u0107, kt\u00f3re pomys\u0142y warto zamieni\u0107 w dzia\u0142aj\u0105ce programy.<\/p>\n\n\n\n

Dlatego nauka programowania nadal ma ogromny sens.<\/p>\n\n\n\n

Bo najwa\u017cniejsz\u0105 umiej\u0119tno\u015bci\u0105 przysz\u0142o\u015bci mo\u017ce nie by\u0107 samo pisanie kodu, ale umiej\u0119tno\u015b\u0107 tworzenia nowych rzeczy przy wykorzystaniu kodu, sztucznej inteligencji i w\u0142asnych pomys\u0142\u00f3w.<\/strong><\/p>\n\n\n\n

<\/p>\n\n\n\n

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Jeszcze niedawno nauka programowania oznacza\u0142a przede wszystkim poznawanie sk\u0142adni j\u0119zyka, pisanie kolejnych linijek kodu i d\u0142ugie godziny sp\u0119dzone na szukaniu […]<\/p>\n","protected":false},"author":1,"featured_media":1664,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[6],"tags":[],"class_list":["post-1662","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-newsy"],"yoast_head":"\nAI zaczyna programowa\u0107 razem z cz\u0142owiekiem. 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