{"id":21130,"date":"2025-06-17T11:32:45","date_gmt":"2025-06-17T09:32:45","guid":{"rendered":"https:\/\/inteca.com\/?p=21130"},"modified":"2026-01-20T23:42:33","modified_gmt":"2026-01-20T21:42:33","slug":"jak-budowac-z-ai-jak-z-klockow","status":"publish","type":"post","link":"https:\/\/inteca.com\/pl\/blog\/kariera\/jak-budowac-z-ai-jak-z-klockow\/","title":{"rendered":"Nie tylko kod. Jak budowa\u0107 z AI"},"content":{"rendered":"<p data-start=\"99\" data-end=\"382\">Budowanie z AI przypomina klocki \u2013 im wi\u0119cej r\u00f3\u017cnorodnych element\u00f3w, tym wi\u0119ksze mo\u017cliwo\u015bci. In\u017cynier GenAI nie ogranicza si\u0119 do jednego narz\u0119dzia. \u0141\u0105czy techniki promptowania, agent\u00f3w, systemy RAG, embeddingi i wiele innych rozwi\u0105za\u0144, tworz\u0105c z\u0142o\u017cone, inteligentne systemy.<\/p>\n<p data-start=\"384\" data-end=\"516\">W artykule pokazujemy, jak wygl\u0105da ta rola, jakie umiej\u0119tno\u015bci naprawd\u0119 si\u0119 licz\u0105 i dlaczego AI to dzi\u015b kluczowy atut w karierze IT.<\/p>\n<h2><b><span data-contrast=\"none\">Pierwszy filar: Nowy j\u0119zyk budowania system\u00f3w<\/span><\/b><span data-ccp-props=\"{}\">\u00a0<\/span><\/h2>\n<p><span data-contrast=\"auto\">Maj\u0105c tylko jeden typ elementu, mo\u017cesz stworzy\u0107 co najwy\u017cej prost\u0105 budowl\u0119. Natomiast je\u015bli masz szeroki wyb\u00f3r kszta\u0142t\u00f3w i funkcji, mo\u017cesz zbudowa\u0107 niemal wszystko \u2013 zamek, robota, a nawet inteligentny pojazd.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><img decoding=\"async\" class=\"aligncenter wp-image-21131 size-full\" src=\"https:\/\/inteca.com\/wp-content\/uploads\/2025\/06\/Ekosystem-narzedzi-inzyniera-GenAI-e1750151534549.png\" alt=\"Schemat narz\u0119dzi in\u017cyniera GenAI: prompt engineering, RAG, embeddingi, agenci i inne technologie\" width=\"2560\" height=\"648\" srcset=\"https:\/\/inteca.com\/wp-content\/uploads\/2025\/06\/Ekosystem-narzedzi-inzyniera-GenAI-e1750151534549.png 2560w, https:\/\/inteca.com\/wp-content\/uploads\/2025\/06\/Ekosystem-narzedzi-inzyniera-GenAI-e1750151534549-300x76.png 300w, https:\/\/inteca.com\/wp-content\/uploads\/2025\/06\/Ekosystem-narzedzi-inzyniera-GenAI-e1750151534549-1024x259.png 1024w, https:\/\/inteca.com\/wp-content\/uploads\/2025\/06\/Ekosystem-narzedzi-inzyniera-GenAI-e1750151534549-768x194.png 768w, https:\/\/inteca.com\/wp-content\/uploads\/2025\/06\/Ekosystem-narzedzi-inzyniera-GenAI-e1750151534549-1536x389.png 1536w, https:\/\/inteca.com\/wp-content\/uploads\/2025\/06\/Ekosystem-narzedzi-inzyniera-GenAI-e1750151534549-2048x518.png 2048w\" sizes=\"(max-width: 2560px) 100vw, 2560px\" \/><\/p>\n<p><span data-contrast=\"auto\">W \u015bwiecie AI dzia\u0142a to identycznie. In\u017cynier GenAI nie ogranicza si\u0119 do jednego narz\u0119dzia. Korzysta z ca\u0142ego zestawu nowoczesnych technologii \u2013 m.in.:<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"5\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559683&quot;:0,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">technik promptowania,<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"5\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559683&quot;:0,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"2\" data-aria-level=\"1\"><span data-contrast=\"auto\">framework\u00f3w agentowych (czyli takich, kt\u00f3re &#8222;my\u015bl\u0105 i dzia\u0142aj\u0105&#8221; w imieniu u\u017cytkownika),<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"5\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559683&quot;:0,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"3\" data-aria-level=\"1\"><span data-contrast=\"auto\">system\u00f3w RAG (\u0142\u0105czenie generacji z wyszukiwaniem),<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"5\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559683&quot;:0,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"4\" data-aria-level=\"1\"><span data-contrast=\"auto\">embedding\u00f3w i baz wektorowych (do por\u00f3wnywania tre\u015bci na poziomie znaczenia),<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"5\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559683&quot;:0,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"5\" data-aria-level=\"1\"><span data-contrast=\"auto\">zabezpiecze\u0144 (tzw. <\/span><b><span data-contrast=\"auto\">guardrails<\/span><\/b><span data-contrast=\"auto\">),<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"5\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559683&quot;:0,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"6\" data-aria-level=\"1\"><span data-contrast=\"auto\">modeli rozumowania i agent\u00f3w steruj\u0105cych systemami (np. przegl\u0105darkami, dokumentami, komputerami),<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"5\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559683&quot;:0,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"7\" data-aria-level=\"1\"><span data-contrast=\"auto\">oraz wielu innych \u201eelement\u00f3w\u201d \u2013 rosn\u0105cych z tygodnia na tydzie\u0144.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/li>\n<\/ul>\n<p><span data-contrast=\"auto\">To, co odr\u00f3\u017cnia skutecznych in\u017cynier\u00f3w GenAI, to <\/span><b><span data-contrast=\"auto\">umiej\u0119tno\u015b\u0107 \u0142\u0105czenia tych pojedynczych cz\u0119\u015bci<\/span><\/b><span data-contrast=\"auto\">\u00a0w z\u0142o\u017cone, ale funkcjonalne systemy. Nie chodzi tutaj o znajomo\u015b\u0107 jednego narz\u0119dzia, lecz o \u015bwiadomo\u015b\u0107 jak dzia\u0142a ca\u0142y ekosystem.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<h2 aria-level=\"3\"><b><span data-contrast=\"none\">Kodowanie wspomagane przez AI \u2013 drugi filar pracy In\u017cyniera GenAI<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:281,&quot;335559739&quot;:281}\">\u00a0<\/span><\/h2>\n<p><span data-contrast=\"auto\">Stanowi\u0105 <\/span><b><span data-contrast=\"auto\">narz\u0119dzia AI do wspomagania kodowania<\/span><\/b><span data-contrast=\"auto\">. Od momentu, gdy w 2021 roku pojawi\u0142 si\u0119 GitHub Copilot, rynek eksplodowa\u0142.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Dzi\u015b mamy:<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"6\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559683&quot;:0,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">IDE wspierane przez AI, takie jak Cursor czy Windsurf,<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"6\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559683&quot;:0,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"2\" data-aria-level=\"1\"><span data-contrast=\"auto\">agenty koduj\u0105ce, jak Codex (OpenAI) czy Claude Code (Anthropic), kt\u00f3re potrafi\u0105 samodzielnie pisa\u0107, testowa\u0107 i poprawia\u0107 kod,<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"6\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559683&quot;:0,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"3\" data-aria-level=\"1\"><span data-contrast=\"auto\">zaawansowane integracje LLM z narz\u0119dziami developerskimi.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/li>\n<\/ul>\n<p><span data-contrast=\"auto\">Ale uwaga: to nie narz\u0119dzia tworz\u0105 dobrego in\u017cyniera. Dopiero w r\u0119kach osoby, kt\u00f3ra <\/span><b><span data-contrast=\"auto\">rozumie AI, architektur\u0119 oprogramowania i cel biznesowy<\/span><\/b><span data-contrast=\"auto\">, potrafi\u0105 one rozwin\u0105\u0107 skrzyd\u0142a.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Taki in\u017cynier nie tylko \u201eklika w AI\u201d, ale <\/span><b><span data-contrast=\"auto\">potrafi j\u0105 nakierowa\u0107, zweryfikowa\u0107 jej wyniki i wykorzysta\u0107 do maksimum<\/span><\/b><span data-contrast=\"auto\">.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<h2 aria-level=\"3\"><b><span data-contrast=\"none\">Szybko\u015b\u0107, kt\u00f3ra ma znaczenie<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:281,&quot;335559739&quot;:281}\">\u00a0<\/span><\/h2>\n<p><span data-contrast=\"auto\">Z naszych obserwacji wynika, \u017ce <\/span><b><span data-contrast=\"auto\">techniki kodowania wspomaganego przez AI dezaktualizuj\u0105 si\u0119 szybciej ni\u017c same narz\u0119dzia AI<\/span><\/b><span data-contrast=\"auto\">. Dwa lata temu &#8222;dobre praktyki&#8221; to dzi\u015b cz\u0119sto minimum. Dlatego najskuteczniejsi in\u017cynierowie to ci, kt\u00f3rzy:<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"7\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559683&quot;:0,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">na bie\u017c\u0105co \u015bledz\u0105 rozw\u00f3j technologii<\/span><\/b><span data-contrast=\"auto\">,<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"7\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559683&quot;:0,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"2\" data-aria-level=\"1\"><span data-contrast=\"auto\">testuj\u0105 nowe narz\u0119dzia w praktyce,<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"7\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559683&quot;:0,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"3\" data-aria-level=\"1\"><span data-contrast=\"auto\">i szybko ucz\u0105 si\u0119 nowo\u015bci \u2013 zanim stan\u0105 si\u0119 standardem.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/li>\n<\/ul>\n<h2 aria-level=\"3\"><b><span data-contrast=\"none\">Dlaczego to wa\u017cne dla Ciebie?<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:281,&quot;335559739&quot;:281}\">\u00a0<\/span><\/h2>\n<p><b><span data-contrast=\"auto\">Jeste\u015b kandydatem do pracy w IT?<\/span><\/b><br \/>\n<span data-contrast=\"auto\"> Zadbaj o rozw\u00f3j w\u0142a\u015bnie w tych obszarach. Klasyczne j\u0119zyki programowania to ju\u017c nie wszystko \u2013 dzi\u015b liczy si\u0119, jak szybko i skutecznie potrafisz wykorzysta\u0107 AI.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Budowanie z AI przypomina klocki \u2013 im wi\u0119cej r\u00f3\u017cnorodnych element\u00f3w, tym wi\u0119ksze mo\u017cliwo\u015bci. In\u017cynier GenAI nie ogranicza si\u0119 do jednego narz\u0119dzia. \u0141\u0105czy techniki promptowania, agent\u00f3w, systemy RAG, embeddingi i wiele innych rozwi\u0105za\u0144, tworz\u0105c z\u0142o\u017cone, inteligentne systemy. W artykule pokazujemy, jak wygl\u0105da ta rola, jakie umiej\u0119tno\u015bci naprawd\u0119 si\u0119 licz\u0105 i dlaczego AI to dzi\u015b kluczowy atut&#8230;<\/p>\n","protected":false},"author":16,"featured_media":21135,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"qubely_global_settings":"","qubely_interactions":"","_kad_blocks_custom_css":"","_kad_blocks_head_custom_js":"","_kad_blocks_body_custom_js":"","_kad_blocks_footer_custom_js":"","_kadence_starter_templates_imported_post":false,"_kad_post_transparent":"","_kad_post_title":"","_kad_post_layout":"","_kad_post_sidebar_id":"","_kad_post_content_style":"","_kad_post_vertical_padding":"","_kad_post_feature":"","_kad_post_feature_position":"","_kad_post_header":false,"_kad_post_footer":false,"_kad_post_classname":"","footnotes":""},"categories":[366],"tags":[],"post_folder":[],"class_list":["post-21130","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-kariera"],"acf":[],"aioseo_notices":[],"qubely_featured_image_url":{"full":["https:\/\/inteca.com\/wp-content\/uploads\/2025\/06\/Inzynier-GenAI.jpg",1000,523,false],"landscape":["https:\/\/inteca.com\/wp-content\/uploads\/2025\/06\/Inzynier-GenAI.jpg",1000,523,false],"portraits":["https:\/\/inteca.com\/wp-content\/uploads\/2025\/06\/Inzynier-GenAI-540x320.jpg",540,320,true],"thumbnail":["https:\/\/inteca.com\/wp-content\/uploads\/2025\/06\/Inzynier-GenAI-150x150.jpg",150,150,true],"medium":["https:\/\/inteca.com\/wp-content\/uploads\/2025\/06\/Inzynier-GenAI-300x157.jpg",300,157,true],"medium_large":["https:\/\/inteca.com\/wp-content\/uploads\/2025\/06\/Inzynier-GenAI-768x402.jpg",768,402,true],"large":["https:\/\/inteca.com\/wp-content\/uploads\/2025\/06\/Inzynier-GenAI.jpg",1000,523,false],"1536x1536":["https:\/\/inteca.com\/wp-content\/uploads\/2025\/06\/Inzynier-GenAI.jpg",1000,523,false],"2048x2048":["https:\/\/inteca.com\/wp-content\/uploads\/2025\/06\/Inzynier-GenAI.jpg",1000,523,false],"qubely_landscape":["https:\/\/inteca.com\/wp-content\/uploads\/2025\/06\/Inzynier-GenAI.jpg",1000,523,false],"qubely_portrait":["https:\/\/inteca.com\/wp-content\/uploads\/2025\/06\/Inzynier-GenAI-540x320.jpg",540,320,true],"qubely_thumbnail":["https:\/\/inteca.com\/wp-content\/uploads\/2025\/06\/Inzynier-GenAI-140x100.jpg",140,100,true]},"qubely_author":{"display_name":"Sylwia Michalska","author_link":"https:\/\/inteca.com\/pl\/blog\/author\/sylwia-michalska\/"},"qubely_comment":0,"qubely_category":"<a href=\"https:\/\/inteca.com\/pl\/blog\/category\/kariera\/\" rel=\"category tag\">Kariera<\/a>","qubely_excerpt":"Budowanie z AI przypomina klocki \u2013 im wi\u0119cej r\u00f3\u017cnorodnych element\u00f3w, tym wi\u0119ksze mo\u017cliwo\u015bci. In\u017cynier GenAI nie ogranicza si\u0119 do jednego narz\u0119dzia. \u0141\u0105czy techniki promptowania, agent\u00f3w, systemy RAG, embeddingi i wiele innych rozwi\u0105za\u0144, tworz\u0105c z\u0142o\u017cone, inteligentne systemy. W artykule pokazujemy, jak wygl\u0105da ta rola, jakie umiej\u0119tno\u015bci naprawd\u0119 si\u0119 licz\u0105 i dlaczego AI to dzi\u015b kluczowy atut...","taxonomy_info":{"category":[{"value":366,"label":"Kariera"}]},"featured_image_src_large":["https:\/\/inteca.com\/wp-content\/uploads\/2025\/06\/Inzynier-GenAI.jpg",1000,523,false],"author_info":{"display_name":"Sylwia Michalska","author_link":"https:\/\/inteca.com\/pl\/blog\/author\/sylwia-michalska\/"},"comment_info":0,"category_info":[{"term_id":366,"name":"Kariera","slug":"kariera","term_group":0,"term_taxonomy_id":366,"taxonomy":"category","description":"Blogi o tematyce pracy w IT i rozwijaniu umiej\u0119tno\u015bci niezb\u0119dnych do pracy w tej bran\u017cy. 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