{"id":70999,"date":"2023-11-04T13:14:40","date_gmt":"2023-11-04T13:14:40","guid":{"rendered":"https:\/\/www.zaptest.com\/vliv-kopilotu-a-generativni-umele-inteligence-na-rpa-a-testovani-softwaru-soucasnost-a-budoucnost"},"modified":"2023-11-04T13:54:08","modified_gmt":"2023-11-04T13:54:08","slug":"vliv-kopilotu-a-generativni-umele-inteligence-na-rpa-a-testovani-softwaru-soucasnost-a-budoucnost","status":"publish","type":"post","link":"https:\/\/www.zaptest.com\/cs\/vliv-kopilotu-a-generativni-umele-inteligence-na-rpa-a-testovani-softwaru-soucasnost-a-budoucnost","title":{"rendered":"Vliv kopilot\u016f a generativn\u00ed um\u011bl\u00e9 inteligence na RPA a testov\u00e1n\u00ed softwaru &#8211; sou\u010dasnost a budoucnost"},"content":{"rendered":"<h1><\/h1>\n<p><em><strong>&#8222;Toto je nej\u00fa\u017easn\u011bj\u0161\u00ed aplikace strojov\u00e9ho u\u010den\u00ed, jakou jsem kdy vid\u011bl.&#8220;<\/strong><\/em><\/p>\n<p><span style=\"font-weight: 400;\">Mike Krieger, spoluzakladatel Instagramu.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Slova Mika Kriegera nejsou nads\u00e1zkou. A\u010dkoli je technologie ML schopn\u00e1 n\u011bkter\u00fdch pozoruhodn\u00fdch v\u011bc\u00ed, pokud jde o anal\u00fdzu dat a poznatky, GitHub Copilot zcela m\u011bn\u00ed pravidla hry, proto\u017ee m\u016f\u017ee b\u00fdt u\u017eite\u010dn\u00fd v\u00fdvoj\u00e1\u0159\u016fm produkt\u016f po cel\u00e9m sv\u011bt\u011b.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">K\u00f3dovac\u00ed kopiloti a generativn\u00ed um\u011bl\u00e1 inteligence pom\u00e1haj\u00ed t\u00fdm\u016fm odemknout obrovsk\u00e9 v\u00fdhody, jako je zrychlen\u00ed \u017eivotn\u00edho cyklu v\u00fdvoje softwaru na dosud nep\u0159edstavitelnou rychlost. Vliv t\u00e9to technologie na RPA a testov\u00e1n\u00ed softwaru jsou v\u0161ak dv\u011b z nejzaj\u00edmav\u011bj\u0161\u00edch oblast\u00ed t\u00e9to \u00fa\u017easn\u00e9 technologie.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">V tomto \u010dl\u00e1nku se pod\u00edv\u00e1me na to, jak k\u00f3dovac\u00ed kopiloti a generativn\u00ed um\u011bl\u00e1 inteligence zm\u011bnily sv\u011bt testov\u00e1n\u00ed softwaru a RPA v sou\u010dasnosti, a pot\u00e9 se budeme zab\u00fdvat jejich budouc\u00edm dopadem na technologie.<\/span><\/p>\n<p>&nbsp;<\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_82_2 counter-hierarchy ez-toc-counter ez-toc-custom ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Table of Contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #b90000;color:#b90000\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #b90000;color:#b90000\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 eztoc-toggle-hide-by-default' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/www.zaptest.com\/cs\/vliv-kopilotu-a-generativni-umele-inteligence-na-rpa-a-testovani-softwaru-soucasnost-a-budoucnost\/#Kopiloti_a_generativni_umela_inteligence_v\" >Kopiloti a generativn\u00ed um\u011bl\u00e1 inteligence v<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.zaptest.com\/cs\/vliv-kopilotu-a-generativni-umele-inteligence-na-rpa-a-testovani-softwaru-soucasnost-a-budoucnost\/#vyvoj_softwaru_Zakladni_informace\" >v\u00fdvoj softwaru: Z\u00e1kladn\u00ed informace<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.zaptest.com\/cs\/vliv-kopilotu-a-generativni-umele-inteligence-na-rpa-a-testovani-softwaru-soucasnost-a-budoucnost\/#1_Automaticke_programatory_s_umelou_inteligenci\" >1. Automatick\u00e9 program\u00e1tory s um\u011blou inteligenc\u00ed<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/www.zaptest.com\/cs\/vliv-kopilotu-a-generativni-umele-inteligence-na-rpa-a-testovani-softwaru-soucasnost-a-budoucnost\/#2_Jak_funguje_kodovani_kopilotu\" >2. Jak funguje k\u00f3dov\u00e1n\u00ed kopilot\u016f?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/www.zaptest.com\/cs\/vliv-kopilotu-a-generativni-umele-inteligence-na-rpa-a-testovani-softwaru-soucasnost-a-budoucnost\/#3_Co_generativni_umela_inteligence_pro_kodovani_a_vyvoj\" >3. Co generativn\u00ed um\u011bl\u00e1 inteligence pro k\u00f3dov\u00e1n\u00ed a v\u00fdvoj?<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/www.zaptest.com\/cs\/vliv-kopilotu-a-generativni-umele-inteligence-na-rpa-a-testovani-softwaru-soucasnost-a-budoucnost\/#Vyvoj_testovani_softwaru\" >V\u00fdvoj testov\u00e1n\u00ed softwaru<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/www.zaptest.com\/cs\/vliv-kopilotu-a-generativni-umele-inteligence-na-rpa-a-testovani-softwaru-soucasnost-a-budoucnost\/#1_Rucni_testovani\" >1. Ru\u010dn\u00ed testov\u00e1n\u00ed:<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/www.zaptest.com\/cs\/vliv-kopilotu-a-generativni-umele-inteligence-na-rpa-a-testovani-softwaru-soucasnost-a-budoucnost\/#2_Skriptovane_testovani\" >2. Skriptovan\u00e9 testov\u00e1n\u00ed:<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/www.zaptest.com\/cs\/vliv-kopilotu-a-generativni-umele-inteligence-na-rpa-a-testovani-softwaru-soucasnost-a-budoucnost\/#3_Automatizace_testovani\" >3. Automatizace testov\u00e1n\u00ed:<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/www.zaptest.com\/cs\/vliv-kopilotu-a-generativni-umele-inteligence-na-rpa-a-testovani-softwaru-soucasnost-a-budoucnost\/#4_Testovani_zalozene_na_datech\" >4. Testov\u00e1n\u00ed zalo\u017een\u00e9 na datech:<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/www.zaptest.com\/cs\/vliv-kopilotu-a-generativni-umele-inteligence-na-rpa-a-testovani-softwaru-soucasnost-a-budoucnost\/#5_Generativni_testovani_umele_inteligence\" >5. Generativn\u00ed testov\u00e1n\u00ed um\u011bl\u00e9 inteligence:<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/www.zaptest.com\/cs\/vliv-kopilotu-a-generativni-umele-inteligence-na-rpa-a-testovani-softwaru-soucasnost-a-budoucnost\/#Soucasne_pouzivani_kopilotu_a\" >Sou\u010dasn\u00e9 pou\u017e\u00edv\u00e1n\u00ed kopilot\u016f a<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/www.zaptest.com\/cs\/vliv-kopilotu-a-generativni-umele-inteligence-na-rpa-a-testovani-softwaru-soucasnost-a-budoucnost\/#Generativni_umela_inteligence_v_testovani_softwaru_a_RPA\" >Generativn\u00ed um\u011bl\u00e1 inteligence v testov\u00e1n\u00ed softwaru a RPA<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/www.zaptest.com\/cs\/vliv-kopilotu-a-generativni-umele-inteligence-na-rpa-a-testovani-softwaru-soucasnost-a-budoucnost\/#1_Pripady_pouziti_kopilotu_a_generativni_umele_inteligence_v_testovani_softwaru_a_RPA\" >1. P\u0159\u00edpady pou\u017eit\u00ed kopilot\u016f a generativn\u00ed um\u011bl\u00e9 inteligence v testov\u00e1n\u00ed softwaru a RPA<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/www.zaptest.com\/cs\/vliv-kopilotu-a-generativni-umele-inteligence-na-rpa-a-testovani-softwaru-soucasnost-a-budoucnost\/#Analyza_pozadavku\" >Anal\u00fdza po\u017eadavk\u016f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/www.zaptest.com\/cs\/vliv-kopilotu-a-generativni-umele-inteligence-na-rpa-a-testovani-softwaru-soucasnost-a-budoucnost\/#Planovani_testu\" >Pl\u00e1nov\u00e1n\u00ed test\u016f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"https:\/\/www.zaptest.com\/cs\/vliv-kopilotu-a-generativni-umele-inteligence-na-rpa-a-testovani-softwaru-soucasnost-a-budoucnost\/#Vytvoreni_testovaciho_pripadu\" >Vytvo\u0159en\u00ed testovac\u00edho p\u0159\u00edpadu<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-18\" href=\"https:\/\/www.zaptest.com\/cs\/vliv-kopilotu-a-generativni-umele-inteligence-na-rpa-a-testovani-softwaru-soucasnost-a-budoucnost\/#Hledani_a_reseni_chyb\" >Hled\u00e1n\u00ed a \u0159e\u0161en\u00ed chyb<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-19\" href=\"https:\/\/www.zaptest.com\/cs\/vliv-kopilotu-a-generativni-umele-inteligence-na-rpa-a-testovani-softwaru-soucasnost-a-budoucnost\/#Testovani_uzivatelskeho_rozhrani\" >Testov\u00e1n\u00ed u\u017eivatelsk\u00e9ho rozhran\u00ed<\/a><\/li><\/ul><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-20\" href=\"https:\/\/www.zaptest.com\/cs\/vliv-kopilotu-a-generativni-umele-inteligence-na-rpa-a-testovani-softwaru-soucasnost-a-budoucnost\/#Budoucnost_kopilotu_a_generativni_AI\" >Budoucnost kopilot\u016f a generativn\u00ed AI<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-21\" href=\"https:\/\/www.zaptest.com\/cs\/vliv-kopilotu-a-generativni-umele-inteligence-na-rpa-a-testovani-softwaru-soucasnost-a-budoucnost\/#v_oblasti_testovani_softwaru_a_RPA\" >v oblasti testov\u00e1n\u00ed softwaru a RPA<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-22\" href=\"https:\/\/www.zaptest.com\/cs\/vliv-kopilotu-a-generativni-umele-inteligence-na-rpa-a-testovani-softwaru-soucasnost-a-budoucnost\/#1_Hyperautomatizace\" >1. Hyperautomatizace<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-23\" href=\"https:\/\/www.zaptest.com\/cs\/vliv-kopilotu-a-generativni-umele-inteligence-na-rpa-a-testovani-softwaru-soucasnost-a-budoucnost\/#2_Navrhovani_softwarovych_architektur\" >2. Navrhov\u00e1n\u00ed softwarov\u00fdch architektur<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-24\" href=\"https:\/\/www.zaptest.com\/cs\/vliv-kopilotu-a-generativni-umele-inteligence-na-rpa-a-testovani-softwaru-soucasnost-a-budoucnost\/#3_Modernizace_starsich_systemu\" >3. Modernizace star\u0161\u00edch syst\u00e9m\u016f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-25\" href=\"https:\/\/www.zaptest.com\/cs\/vliv-kopilotu-a-generativni-umele-inteligence-na-rpa-a-testovani-softwaru-soucasnost-a-budoucnost\/#4_Zlepseni_vyvoje_s_nizkym_kodem_a_bez_kodu\" >4. Zlep\u0161en\u00ed v\u00fdvoje s n\u00edzk\u00fdm k\u00f3dem a bez k\u00f3du<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-26\" href=\"https:\/\/www.zaptest.com\/cs\/vliv-kopilotu-a-generativni-umele-inteligence-na-rpa-a-testovani-softwaru-soucasnost-a-budoucnost\/#Vyhody_generativni_umele_inteligence_pri_testovani_softwaru\" >V\u00fdhody generativn\u00ed um\u011bl\u00e9 inteligence p\u0159i testov\u00e1n\u00ed softwaru<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-27\" href=\"https:\/\/www.zaptest.com\/cs\/vliv-kopilotu-a-generativni-umele-inteligence-na-rpa-a-testovani-softwaru-soucasnost-a-budoucnost\/#1_Zrychleni_zivotniho_cyklu_vyvoje_softwaru\" >1. Zrychlen\u00ed \u017eivotn\u00edho cyklu v\u00fdvoje softwaru<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-28\" href=\"https:\/\/www.zaptest.com\/cs\/vliv-kopilotu-a-generativni-umele-inteligence-na-rpa-a-testovani-softwaru-soucasnost-a-budoucnost\/#2_Komplexni_detekce_chyb\" >2. Komplexn\u00ed detekce chyb<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-29\" href=\"https:\/\/www.zaptest.com\/cs\/vliv-kopilotu-a-generativni-umele-inteligence-na-rpa-a-testovani-softwaru-soucasnost-a-budoucnost\/#3_Zlepsene_pokryti_testu\" >3. Zlep\u0161en\u00e9 pokryt\u00ed test\u016f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-30\" href=\"https:\/\/www.zaptest.com\/cs\/vliv-kopilotu-a-generativni-umele-inteligence-na-rpa-a-testovani-softwaru-soucasnost-a-budoucnost\/#4_Snizeni_nakladu\" >4. Sn\u00ed\u017een\u00ed n\u00e1klad\u016f<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-31\" href=\"https:\/\/www.zaptest.com\/cs\/vliv-kopilotu-a-generativni-umele-inteligence-na-rpa-a-testovani-softwaru-soucasnost-a-budoucnost\/#Znamenaji_generativni_nastroje_AI_konec\" >Znamenaj\u00ed generativn\u00ed n\u00e1stroje AI konec<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-32\" href=\"https:\/\/www.zaptest.com\/cs\/vliv-kopilotu-a-generativni-umele-inteligence-na-rpa-a-testovani-softwaru-soucasnost-a-budoucnost\/#lidskych_softwarovych_inzenyru\" >lidsk\u00fdch softwarov\u00fdch in\u017een\u00fdr\u016f?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-33\" href=\"https:\/\/www.zaptest.com\/cs\/vliv-kopilotu-a-generativni-umele-inteligence-na-rpa-a-testovani-softwaru-soucasnost-a-budoucnost\/#Zaverecne_myslenky\" >Z\u00e1v\u011bre\u010dn\u00e9 my\u0161lenky<\/a><\/li><\/ul><\/nav><\/div>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Kopiloti_a_generativni_umela_inteligence_v\"><\/span><strong>Kopiloti a generativn\u00ed um\u011bl\u00e1 inteligence v  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"vyvoj_softwaru_Zakladni_informace\"><\/span><strong>v\u00fdvoj softwaru: Z\u00e1kladn\u00ed informace<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img data-dominant-color=\"7b8ca1\" data-has-transparency=\"false\" style=\"--dominant-color: #7b8ca1;\" decoding=\"async\" class=\"aligncenter wp-image-70994 not-transparent\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/11\/Copilots-and-Generative-AI-in-software-development-A-Primer--1024x683.webp\" alt=\"Kopiloti a generativn\u00ed um\u011bl\u00e1 inteligence ve v\u00fdvoji softwaru - z\u00e1kladn\u00ed informace\" width=\"500\" height=\"333\" srcset=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/11\/Copilots-and-Generative-AI-in-software-development-A-Primer--1024x683.webp 1024w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/11\/Copilots-and-Generative-AI-in-software-development-A-Primer--300x200.webp 300w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/11\/Copilots-and-Generative-AI-in-software-development-A-Primer--768x512.webp 768w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/11\/Copilots-and-Generative-AI-in-software-development-A-Primer--1536x1024.webp 1536w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/11\/Copilots-and-Generative-AI-in-software-development-A-Primer--1080x720.webp 1080w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/11\/Copilots-and-Generative-AI-in-software-development-A-Primer--1280x853.webp 1280w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/11\/Copilots-and-Generative-AI-in-software-development-A-Primer--980x653.webp 980w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/11\/Copilots-and-Generative-AI-in-software-development-A-Primer--480x320.webp 480w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/11\/Copilots-and-Generative-AI-in-software-development-A-Primer--jpeg.webp 1920w\" sizes=\"(max-width: 500px) 100vw, 500px\" \/><\/p>\n<p><span style=\"font-weight: 400;\">Generativn\u00ed um\u011bl\u00e1 inteligence a kopiloti k\u00f3dov\u00e1n\u00ed jsou v oblasti v\u00fdvoje softwaru relativn\u00edmi nov\u00e1\u010dky. Ne\u017e se budeme zab\u00fdvat jejich vlivem na tento prostor, stoj\u00ed za to pod\u00edvat se na jejich z\u00e1zem\u00ed a zp\u016fsob pr\u00e1ce.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_Automaticke_programatory_s_umelou_inteligenci\"><\/span><strong>1. Automatick\u00e9 program\u00e1tory s um\u011blou inteligenc\u00ed<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Velk\u00e9 jazykov\u00e9 modely (LLM) se za posledn\u00edch n\u011bkolik let v\u00fdrazn\u011b zlep\u0161ily. S exponenci\u00e1ln\u00edm n\u00e1r\u016fstem velikosti datov\u00fdch soubor\u016f a v\u00fdpo\u010detn\u00edho v\u00fdkonu se zvy\u0161uje kvalita v\u00fdstup\u016f.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Existuje mnoho obor\u016f, kter\u00e9 mohou m\u00edt z LLM prosp\u011bch. Mezi nej\u010dast\u011bj\u0161\u00ed pat\u0159\u00ed generov\u00e1n\u00ed textu, obr\u00e1zk\u016f, vide\u00ed a dal\u0161\u00edch forem m\u00e9di\u00ed. A\u010dkoli jsou tyto p\u0159\u00edpady pou\u017eit\u00ed p\u016fsobiv\u00e9, pro v\u00fdvoj\u00e1\u0159e jsou mo\u017en\u00e1 mnohem zaj\u00edmav\u011bj\u0161\u00ed d\u016fsledky.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Na trhu je \u0159ada autokod\u00e9r\u016f LLM. GitHub CoPilot je v\u0161ak pravd\u011bpodobn\u011b nejzn\u00e1m\u011bj\u0161\u00ed a nejdokonalej\u0161\u00ed. Z velk\u00e9 \u010d\u00e1sti proto, \u017ee je vycvi\u010den v repozit\u00e1\u0159i GitHub. M\u00e1 p\u0159\u00edstup k milion\u016fm p\u0159\u00edklad\u016f k\u00f3du s otev\u0159en\u00fdm zdrojov\u00fdm k\u00f3dem, osv\u011bd\u010den\u00fdch postup\u016f, architektury aplikac\u00ed a dal\u0161\u00edch zdroj\u016f, z nich\u017e se m\u016f\u017ee u\u010dit, co\u017e mu umo\u017e\u0148uje poskytovat vysoce kvalitn\u00ed a v\u0161estrann\u00e9 v\u00fdstupy.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_Jak_funguje_kodovani_kopilotu\"><\/span><strong>2. Jak funguje k\u00f3dov\u00e1n\u00ed kopilot\u016f?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Jedn\u00edm z nejjednodu\u0161\u0161\u00edch zp\u016fsob\u016f, jak se sezn\u00e1mit s fungov\u00e1n\u00edm kopilot\u016f, je pod\u00edvat se na p\u0159edn\u00ed produkt v t\u00e9to oblasti, GitHub CoPilot. Aplikace je zalo\u017eena na modelu ChatGPT-3 spole\u010dnosti OpenAi.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Stejn\u011b jako ChatGPT a podobn\u00e9 LLM je CoPilot zalo\u017een na miliard\u00e1ch parametr\u016f. B\u011bhem v\u00fdvoje ChatGPT-3 za\u010dala spole\u010dnost OpenAI vytv\u00e1\u0159et speci\u00e1ln\u00ed program pro k\u00f3dov\u00e1n\u00ed nazvan\u00fd OpenAI Codex. Spole\u010dnost Microsoft si zakoupila exkluzivn\u00ed p\u0159\u00edstup k produktu.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Kl\u00ed\u010dov\u00e9 v\u0161ak je, \u017ee Microsoft ji\u017e GitHub vlastnil. Pokud programujete, v\u00edte o GitHubu v\u0161e. V podstat\u011b se jedn\u00e1 o webovou platformu pou\u017e\u00edvanou pro spr\u00e1vu verz\u00ed a spolupr\u00e1ci v projektech v\u00fdvoje softwaru. \u0160kolili OpenAI Codex na knihovn\u011b GitHub, kter\u00e1 obsahovala miliony \u0159\u00e1dk\u016f ve\u0159ejn\u00e9ho k\u00f3du s otev\u0159en\u00fdm zdrojov\u00fdm k\u00f3dem.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">CoPilot vyu\u017e\u00edv\u00e1 strojov\u00e9 u\u010den\u00ed k vyhled\u00e1v\u00e1n\u00ed vzor\u016f a vztah\u016f mezi \u0159\u00e1dky k\u00f3du. Stejn\u011b jako ChatGPT se pod\u00edv\u00e1 na slovo nebo \u0159\u00e1dek a na z\u00e1klad\u011b rozs\u00e1hl\u00e9ho \u00falo\u017ei\u0161t\u011b historick\u00fdch dat vypo\u010d\u00edt\u00e1 pravd\u011bpodobnost, co by m\u011blo n\u00e1sledovat.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">S\u00edla kopilot\u016f s um\u011blou inteligenc\u00ed spo\u010d\u00edv\u00e1 v jejich schopnosti navrhovat fragmenty k\u00f3du p\u0159i \u00faprav\u00e1ch v\u00fdvoj\u00e1\u0159\u016f. P\u0159edstavte si to jako vylep\u0161en\u00e9 automatick\u00e9 dokon\u010dov\u00e1n\u00ed k\u00f3dov\u00e1n\u00ed. Kdy\u017e program\u00e1tor zad\u00e1 \u0159\u00e1dek k\u00f3du, LLM porovn\u00e1 jeho za\u010d\u00e1tek s obrovskou knihovnou p\u0159edchoz\u00edch projekt\u016f. Odtud navrhuje pravd\u011bpodobnostn\u00ed \u0159\u00e1dky a nov\u00e9 \u0159\u00e1dky k\u00f3du.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">V\u00fdvoj\u00e1\u0159i mohou d\u00edky automatick\u00e9mu dokon\u010dov\u00e1n\u00ed u\u0161et\u0159it neuv\u011b\u0159iteln\u00e9 mno\u017estv\u00ed \u010dasu. Zvy\u0161uje produktivitu a v mnoha p\u0159\u00edpadech i p\u0159esnost k\u00f3du.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_Co_generativni_umela_inteligence_pro_kodovani_a_vyvoj\"><\/span><strong>3. Co generativn\u00ed um\u011bl\u00e1 inteligence pro k\u00f3dov\u00e1n\u00ed a v\u00fdvoj?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Jak je vid\u011bt z historie CoPilota, generativn\u00ed um\u011bl\u00e1 inteligence a kopiloti maj\u00ed podobn\u00e9 ko\u0159eny. Ob\u011b technologie vyu\u017e\u00edvaj\u00ed statistickou pravd\u011bpodobnost k p\u0159edpov\u00edd\u00e1n\u00ed pot\u0159eb u\u017eivatel\u016f na z\u00e1klad\u011b imputovan\u00fdch informac\u00ed.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Velk\u00fd rozd\u00edl mezi softwarem pro kopilotaci a generativn\u00ed um\u011blou inteligenc\u00ed v\u0161ak spo\u010d\u00edv\u00e1 v tom, \u017ee kopilota\u010dn\u00ed software je zalo\u017een na v\u00fdzv\u00e1ch. Stru\u010dn\u011b \u0159e\u010deno to znamen\u00e1, \u017ee u\u017eivatel\u00e9 zadaj\u00ed stroji soubor p\u00edsemn\u00fdch pokyn\u016f a ten pak vyp\u00ed\u0161e obsah. Ka\u017ed\u00fd, kdo pou\u017e\u00edv\u00e1 ChatGPT nebo podobn\u00e9 aplikace, v\u00ed, \u017ee tento v\u00fdstup m\u016f\u017ee m\u00edt podobu textu, obr\u00e1zk\u016f, videa nebo k\u00f3du.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">A\u010dkoli se tedy metody, kter\u00e9 kod\u00e9\u0159i pou\u017e\u00edvaj\u00ed k automatizovan\u00e9mu k\u00f3dov\u00e1n\u00ed, li\u0161\u00ed, m\u016f\u017eeme je za\u0159adit pod podobn\u00fd pojem automatizovan\u00e9 nebo generativn\u00ed k\u00f3dov\u00e1n\u00ed s pomoc\u00ed um\u011bl\u00e9 inteligence.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Vyvoj_testovani_softwaru\"><\/span><strong>V\u00fdvoj testov\u00e1n\u00ed softwaru<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img decoding=\"async\" class=\"aligncenter wp-image-68973\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/10\/size-changed-1024x574.png\" alt=\"v\u00fdvoj testov\u00e1n\u00ed softwaru\" width=\"663\" height=\"372\"><\/p>\n<p><span style=\"font-weight: 400;\">Testov\u00e1n\u00ed softwaru reaguje a neust\u00e1le se vyv\u00edj\u00ed. B\u011bhem n\u011bkolika desetilet\u00ed se zm\u011bnila a prom\u011bnila tak, aby spl\u0148ovala nov\u00e9 po\u017eadavky a vyu\u017e\u00edvala technologick\u00fd pokrok.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_Rucni_testovani\"><\/span><b>1. Ru\u010dn\u00ed testov\u00e1n\u00ed:<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">V po\u010d\u00e1tc\u00edch testov\u00e1n\u00ed softwaru se testovalo ru\u010dn\u011b. Tento druh testov\u00e1n\u00ed byl drah\u00fd a \u010dasov\u011b n\u00e1ro\u010dn\u00fd, proto\u017ee vy\u017eadoval, aby odborn\u00edci na zaji\u0161t\u011bn\u00ed kvality pro\u0161li software velmi pe\u010dliv\u011b, vytvo\u0159ili \u0159adu testovac\u00edch p\u0159\u00edpad\u016f, spustili a zaznamenali v\u00fdsledky, napl\u00e1novali opravy a proces opakovali.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Zaji\u0161t\u011bn\u00ed pokryt\u00ed v\u0161ech mo\u017en\u00fdch sc\u00e9n\u00e1\u0159\u016f a situac\u00ed t\u011bmito testy bylo velkou v\u00fdzvou, a kdy\u017e se k tomu p\u0159id\u00e1 \u010das a n\u00e1klady, bylo manu\u00e1ln\u00ed testov\u00e1n\u00ed n\u00e1ro\u010dn\u00e9 na zdroje. Byl tak\u00e9 velmi n\u00e1chyln\u00fd k lidsk\u00fdm chyb\u00e1m, co\u017e bylo umocn\u011bno omezen\u00fdmi mo\u017enostmi distribuce, co\u017e znamenalo, \u017ee v\u0161echny neodhalen\u00e9 chyby bylo n\u00e1ro\u010dn\u00e9 rychle opravit.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_Skriptovane_testovani\"><\/span><b>2. Skriptovan\u00e9 testov\u00e1n\u00ed:  <\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Skriptov\u00e9 testov\u00e1n\u00ed p\u0159edstavovalo pro komunitu QA obrovsk\u00fd krok vp\u0159ed. M\u00edsto ru\u010dn\u00edho proch\u00e1zen\u00ed k\u00f3du a testovac\u00edch sc\u00e9n\u00e1\u0159\u016f mohli v\u00fdvoj\u00e1\u0159i napsat programy, kter\u00e9 dok\u00e1zaly testovat software automaticky. Velkou v\u00fdhodou bylo, \u017ee testov\u00e1n\u00ed se stalo efektivn\u011bj\u0161\u00edm a m\u00e9n\u011b n\u00e1chyln\u00fdm k lidsk\u00fdm chyb\u00e1m. Dosa\u017een\u00ed tohoto c\u00edle v\u0161ak vy\u017eadovalo kvalifikovan\u00e9, p\u0159esn\u00e9 a \u010dasov\u011b n\u00e1ro\u010dn\u00e9 pl\u00e1nov\u00e1n\u00ed a k\u00f3dov\u00e1n\u00ed, aby bylo zaji\u0161t\u011bno komplexn\u00ed pokryt\u00ed.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_Automatizace_testovani\"><\/span><b>3. Automatizace testov\u00e1n\u00ed:  <\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Automatizace test\u016f byla dal\u0161\u00edm v\u00fdvojem testov\u00e1n\u00ed. N\u00e1stroje jako ZAPTEST dok\u00e1zaly program\u00e1tor\u016fm nab\u00eddnout v\u0161echny v\u00fdhody skriptovan\u00e9ho testov\u00e1n\u00ed, ale bez k\u00f3dov\u00e9ho rozhran\u00ed. V\u00fdznamn\u00fdmi p\u0159\u00ednosy zde byly op\u011bt \u00faspora \u010dasu, opakovan\u011b pou\u017eiteln\u00e9 a p\u0159izp\u016fsobiteln\u00e9 testy, testov\u00e1n\u00ed u\u017eivatelsk\u00e9ho rozhran\u00ed a rozhran\u00ed API a testov\u00e1n\u00ed nap\u0159\u00ed\u010d platformami a za\u0159\u00edzen\u00edmi.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"4_Testovani_zalozene_na_datech\"><\/span><b>4. Testov\u00e1n\u00ed zalo\u017een\u00e9 na datech:  <\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Testov\u00e1n\u00ed zalo\u017een\u00e9 na datech bylo \u0159e\u0161en\u00edm probl\u00e9mu testov\u00e1n\u00ed softwaru, kter\u00fd zpracov\u00e1v\u00e1 r\u016fzn\u00e9 soubory dat. Op\u011bt se jedn\u00e1 o formu automatizace testov\u00e1n\u00ed, ale tato metoda zahrnuje vytvo\u0159en\u00ed testovac\u00edch skript\u016f a jejich spu\u0161t\u011bn\u00ed proti p\u0159i\u0159azen\u00fdm datov\u00fdm sad\u00e1m. Tento typ testov\u00e1n\u00ed umo\u017enil v\u00fdvoj\u00e1\u0159\u016fm pracovat rychleji, izolovat testy a zkr\u00e1tit dobu opakov\u00e1n\u00ed testovac\u00edch p\u0159\u00edpad\u016f.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"5_Generativni_testovani_umele_inteligence\"><\/span><b>5. Generativn\u00ed testov\u00e1n\u00ed um\u011bl\u00e9 inteligence:  <\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Generativn\u00ed testov\u00e1n\u00ed um\u011blou inteligenc\u00ed je nejnov\u011bj\u0161\u00ed inovac\u00ed v oblasti testov\u00e1n\u00ed softwaru. Pomoc\u00ed modul\u016f LLM mohou t\u00fdmy QA vytv\u00e1\u0159et testovac\u00ed p\u0159\u00edpady a testovac\u00ed data, kter\u00e9 pom\u00e1haj\u00ed urychlit proces testov\u00e1n\u00ed. Tyto testovac\u00ed p\u0159\u00edpady jsou velmi flexibiln\u00ed a upraviteln\u00e9, co\u017e v\u00fdvoj\u00e1\u0159\u016fm pom\u00e1h\u00e1 opakovan\u011b pou\u017e\u00edvat a vyu\u017e\u00edvat testy a v\u00fdrazn\u011b roz\u0161i\u0159uje rozsah testov\u00e1n\u00ed.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Soucasne_pouzivani_kopilotu_a\"><\/span><strong>Sou\u010dasn\u00e9 pou\u017e\u00edv\u00e1n\u00ed kopilot\u016f a  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Generativni_umela_inteligence_v_testovani_softwaru_a_RPA\"><\/span><strong>Generativn\u00ed um\u011bl\u00e1 inteligence v testov\u00e1n\u00ed softwaru a RPA<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img data-dominant-color=\"aeb2af\" data-has-transparency=\"false\" style=\"--dominant-color: #aeb2af;\" decoding=\"async\" class=\"aligncenter wp-image-70993 not-transparent\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/11\/Present-day-use-of-copilots-and-Generative-AI-in-Software-Testing-and-RPA-1024x857.webp\" alt=\"Sou\u010dasn\u00e9 vyu\u017eit\u00ed kopilot\u016f a generativn\u00ed um\u011bl\u00e9 inteligence v testov\u00e1n\u00ed softwaru a RPA\" width=\"644\" height=\"539\" srcset=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/11\/Present-day-use-of-copilots-and-Generative-AI-in-Software-Testing-and-RPA-1024x857.webp 1024w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/11\/Present-day-use-of-copilots-and-Generative-AI-in-Software-Testing-and-RPA-300x251.webp 300w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/11\/Present-day-use-of-copilots-and-Generative-AI-in-Software-Testing-and-RPA-768x643.webp 768w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/11\/Present-day-use-of-copilots-and-Generative-AI-in-Software-Testing-and-RPA-1536x1286.webp 1536w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/11\/Present-day-use-of-copilots-and-Generative-AI-in-Software-Testing-and-RPA-1080x904.webp 1080w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/11\/Present-day-use-of-copilots-and-Generative-AI-in-Software-Testing-and-RPA-1280x1071.webp 1280w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/11\/Present-day-use-of-copilots-and-Generative-AI-in-Software-Testing-and-RPA-980x820.webp 980w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/11\/Present-day-use-of-copilots-and-Generative-AI-in-Software-Testing-and-RPA-480x402.webp 480w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/11\/Present-day-use-of-copilots-and-Generative-AI-in-Software-Testing-and-RPA-jpeg.webp 1920w\" sizes=\"(max-width: 644px) 100vw, 644px\" \/><\/p>\n<p><span style=\"font-weight: 400;\">Generativn\u00ed um\u011bl\u00e1 inteligence a kopiloti maj\u00ed velk\u00fd vliv na testov\u00e1n\u00ed softwaru. Tyto n\u00e1stroje v\u0161ak sp\u00ed\u0161e ne\u017e aby p\u0159\u00edmo nahradily program\u00e1tory, pomohly roz\u0161\u00ed\u0159it testery. Stru\u010dn\u011b \u0159e\u010deno, pom\u00e1haj\u00ed v\u00fdvoj\u00e1\u0159\u016fm zrychlit a zefektivnit pr\u00e1ci a v mnoha p\u0159\u00edpadech zvy\u0161uj\u00ed kvalitu testov\u00e1n\u00ed.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Na str\u00e1nk\u00e1ch <\/span><a href=\"https:\/\/survey.stackoverflow.co\/2023\/\"><br \/>\n  <span style=\"font-weight: 400;\">Pr\u016fzkum mezi v\u00fdvoj\u00e1\u0159i Stack Overflow z roku 2023<\/span><br \/>\n<\/a><span style=\"font-weight: 400;\">  nab\u00edz\u00ed n\u011bkolik informac\u00ed o sou\u010dasn\u00e9m vyu\u017eit\u00ed n\u00e1stroj\u016f um\u011bl\u00e9 inteligence v komunit\u011b v\u00fdvoj\u00e1\u0159\u016f softwaru. Jedna z nejzaj\u00edmav\u011bj\u0161\u00edch \u010d\u00e1st\u00ed pr\u016fzkumu uk\u00e1zala, \u017ee zat\u00edmco o n\u011bco v\u00edce ne\u017e polovina v\u0161ech v\u00fdvoj\u00e1\u0159\u016f uvedla, \u017ee se zaj\u00edm\u00e1 o n\u00e1stroje um\u011bl\u00e9 inteligence pro testov\u00e1n\u00ed softwaru, m\u00e9n\u011b ne\u017e 3 % uvedla, \u017ee t\u011bmto n\u00e1stroj\u016fm d\u016fv\u011b\u0159uj\u00ed. Nav\u00edc jen 1 ze 4 respondent\u016f uvedl, \u017ee v sou\u010dasn\u00e9 dob\u011b pou\u017e\u00edv\u00e1 n\u00e1stroje um\u011bl\u00e9 inteligence pro testov\u00e1n\u00ed softwaru.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Zaj\u00edmav\u00e9 na t\u011bchto statistik\u00e1ch je, \u017ee ukazuj\u00ed, \u017ee pou\u017e\u00edv\u00e1n\u00ed n\u00e1stroj\u016f um\u011bl\u00e9 inteligence je\u0161t\u011b nen\u00ed roz\u0161\u00ed\u0159en\u00e9 a \u017ee ti, kdo je zav\u00e1d\u011bj\u00ed d\u0159\u00edve, mohou st\u00e1le z\u00edskat v\u00fdhodu.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_Pripady_pouziti_kopilotu_a_generativni_umele_inteligence_v_testovani_softwaru_a_RPA\"><\/span><strong>1. P\u0159\u00edpady pou\u017eit\u00ed kopilot\u016f a generativn\u00ed um\u011bl\u00e9 inteligence v testov\u00e1n\u00ed softwaru a RPA<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Kopiloti a generativn\u00ed um\u011bl\u00e1 inteligence ovliv\u0148uj\u00ed v\u0161echny oblasti v\u00fdvoje softwaru. Zde je n\u011bkolik zp\u016fsob\u016f, jak m\u016f\u017ee tato technologie pomoci p\u0159i testov\u00e1n\u00ed softwaru a RPA.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Analyza_pozadavku\"><\/span><em><strong>Anal\u00fdza po\u017eadavk\u016f<\/strong><\/em><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p><span style=\"font-weight: 400;\">Anal\u00fdza po\u017eadavk\u016f je kl\u00ed\u010dovou sou\u010d\u00e1st\u00ed \u017eivotn\u00edho cyklu v\u00fdvoje softwaru. Tento proces zahrnuje pochopen\u00ed po\u017eadavk\u016f zainteresovan\u00fdch stran a r\u016fzn\u00fdch funkc\u00ed pot\u0159ebn\u00fdch k vytvo\u0159en\u00ed softwaru. Generativn\u00ed um\u011bl\u00e1 inteligence m\u016f\u017ee t\u00fdm\u016fm pomoci p\u0159i vym\u00fd\u0161len\u00ed nov\u00fdch n\u00e1pad\u016f a perspektiv.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Planovani_testu\"><\/span><em><strong>Pl\u00e1nov\u00e1n\u00ed test\u016f<\/strong><\/em><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p><span style=\"font-weight: 400;\">Jakmile jsou po\u017eadavky na testov\u00e1n\u00ed dob\u0159e pochopeny, mus\u00ed t\u00fdmy QA rozd\u011blit v\u011bci do harmonogramu, aby zajistily dostate\u010dn\u00e9 pokryt\u00ed test\u016f. Tento typ pr\u00e1ce vy\u017eaduje odborn\u00e9 znalosti a zku\u0161enosti, ale Generative AI m\u016f\u017ee t\u00fdmy podpo\u0159it prost\u0159ednictv\u00edm p\u0159\u00edklad\u016f a n\u00e1vod\u016f a doporu\u010dit konkr\u00e9tn\u00ed n\u00e1stroje a osv\u011bd\u010den\u00e9 postupy pro jejich jedine\u010dn\u00e9 po\u017eadavky.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Vytvoreni_testovaciho_pripadu\"><\/span><em><strong>Vytvo\u0159en\u00ed testovac\u00edho p\u0159\u00edpadu<\/strong><\/em><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p><span style=\"font-weight: 400;\">T\u00fdmy zaji\u0161\u0165uj\u00edc\u00ed kvalitu mohou pou\u017e\u00edvat LLM k anal\u00fdze k\u00f3du, u\u017eivatelsk\u00fdch po\u017eadavk\u016f a specifikac\u00ed softwaru, aby pochopily z\u00e1kladn\u00ed vztahy v syst\u00e9mu. Jakmile um\u011bl\u00e1 inteligence pochop\u00ed vstupy a v\u00fdstupy a o\u010dek\u00e1van\u00e9 chov\u00e1n\u00ed softwaru, m\u016f\u017ee za\u010d\u00edt vytv\u00e1\u0159et testovac\u00ed p\u0159\u00edpady, kter\u00e9 budou software testovat.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">V\u00fdhody tohoto \u0159e\u0161en\u00ed p\u0159esahuj\u00ed \u00fasporu \u010dasu a ru\u010dn\u00ed k\u00f3dov\u00e1n\u00ed. Vytv\u00e1\u0159en\u00ed testovac\u00edch p\u0159\u00edpad\u016f pomoc\u00ed um\u011bl\u00e9 inteligence m\u016f\u017ee tak\u00e9 v\u00e9st ke komplexn\u011bj\u0161\u00edmu pokryt\u00ed, proto\u017ee m\u016f\u017ee prozkoumat oblasti, kter\u00e9 by in\u017een\u00fd\u0159i QA nemuseli br\u00e1t v \u00favahu, co\u017e vede ke spolehliv\u011bj\u0161\u00edm sestaven\u00edm.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Hledani_a_reseni_chyb\"><\/span><em><strong>Hled\u00e1n\u00ed a \u0159e\u0161en\u00ed chyb<\/strong><\/em><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p><span style=\"font-weight: 400;\">Strojov\u00e9 u\u010den\u00ed umo\u017e\u0148uje odborn\u00edk\u016fm na zaji\u0161t\u011bn\u00ed kvality v\u00fdrazn\u011b zkr\u00e1tit dobu pot\u0159ebnou k nalezen\u00ed a vy\u0159e\u0161en\u00ed chyb. P\u0159i testov\u00e1n\u00ed softwaru lze mnoho chyb snadno naj\u00edt. V mnoha p\u0159\u00edpadech je to v\u0161ak pracn\u00fd a \u010dasov\u011b n\u00e1ro\u010dn\u00fd proces. Generativn\u00ed um\u011bl\u00e1 inteligence m\u016f\u017ee prov\u00e1d\u011bt kontroly za zlomek \u010dasu manu\u00e1ln\u00edch pracovn\u00edk\u016f a pom\u00e1h\u00e1 odhalit i ty nejodoln\u011bj\u0161\u00ed chyby. Tyto n\u00e1stroje um\u011bl\u00e9 inteligence nav\u00edc dok\u00e1\u017eou identifikovan\u00e9 chyby vy\u0159e\u0161it, \u010d\u00edm\u017e \u0161et\u0159\u00ed nekone\u010dn\u00e9 mno\u017estv\u00ed \u010dasu t\u00fdm\u016f QA.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Testovani_uzivatelskeho_rozhrani\"><\/span><em><strong>Testov\u00e1n\u00ed u\u017eivatelsk\u00e9ho rozhran\u00ed<\/strong><\/em><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p><span style=\"font-weight: 400;\">Generativn\u00ed n\u00e1stroje um\u011bl\u00e9 inteligence mohou simulovat celou \u0159adu chov\u00e1n\u00ed u\u017eivatel\u016f a interakc\u00ed se softwarov\u00fdmi syst\u00e9my. Tyto metody mohou d\u00e1t v\u00fdvojov\u00fdm t\u00fdm\u016fm jistotu, \u017ee jejich rozhran\u00ed zvl\u00e1dne \u0161irokou \u0161k\u00e1lu pou\u017eit\u00ed mezi \u010dlov\u011bkem a po\u010d\u00edta\u010dem. Generativn\u00ed um\u011bl\u00e1 inteligence nav\u00edc dok\u00e1\u017ee analyzovat data a heatmapy u\u017eivatelsk\u00e9ho rozhran\u00ed a navrhovat, jak u\u017eivatelsk\u00e9 rozhran\u00ed vylep\u0161it a u\u010dinit ho u\u017eivatelsky p\u0159\u00edv\u011btiv\u011bj\u0161\u00edm.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Budoucnost_kopilotu_a_generativni_AI\"><\/span><strong>Budoucnost kopilot\u016f a generativn\u00ed AI<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"v_oblasti_testovani_softwaru_a_RPA\"><\/span><strong>  v oblasti testov\u00e1n\u00ed softwaru a RPA<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img data-dominant-color=\"b9b7b1\" data-has-transparency=\"false\" style=\"--dominant-color: #b9b7b1;\" decoding=\"async\" class=\"aligncenter wp-image-70992 not-transparent\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/11\/The-future-of-copilots-and-Generative-AI-in-Software-Testing-and-RPA--1024x737.webp\" alt=\"Budoucnost kopilot\u016f a generativn\u00ed um\u011bl\u00e9 inteligence v testov\u00e1n\u00ed softwaru a RPA\" width=\"599\" height=\"431\" srcset=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/11\/The-future-of-copilots-and-Generative-AI-in-Software-Testing-and-RPA--1024x737.webp 1024w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/11\/The-future-of-copilots-and-Generative-AI-in-Software-Testing-and-RPA--300x216.webp 300w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/11\/The-future-of-copilots-and-Generative-AI-in-Software-Testing-and-RPA--768x553.webp 768w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/11\/The-future-of-copilots-and-Generative-AI-in-Software-Testing-and-RPA--1536x1106.webp 1536w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/11\/The-future-of-copilots-and-Generative-AI-in-Software-Testing-and-RPA--1080x777.webp 1080w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/11\/The-future-of-copilots-and-Generative-AI-in-Software-Testing-and-RPA--1280x921.webp 1280w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/11\/The-future-of-copilots-and-Generative-AI-in-Software-Testing-and-RPA--980x705.webp 980w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/11\/The-future-of-copilots-and-Generative-AI-in-Software-Testing-and-RPA--480x346.webp 480w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/11\/The-future-of-copilots-and-Generative-AI-in-Software-Testing-and-RPA--jpeg.webp 1920w\" sizes=\"(max-width: 599px) 100vw, 599px\" \/><\/p>\n<p><span style=\"font-weight: 400;\">Zat\u00edmco sou\u010dasn\u00e9 vyu\u017eit\u00ed kopilot\u016f a generativn\u00ed um\u011bl\u00e9 inteligence v automatizaci softwaru je ji\u017e vzru\u0161uj\u00edc\u00ed, budoucnost je je\u0161t\u011b slibn\u011bj\u0161\u00ed.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Budoucnost kopilota a generativn\u00ed um\u011bl\u00e9 inteligence z\u00e1vis\u00ed na vylep\u0161en\u00edch, kter\u00e1 lze v t\u011bchto produktech prov\u00e9st. Ned\u00e1vn\u00e1 studie Purdue University s n\u00e1zvem  <\/span><a href=\"https:\/\/arxiv.org\/pdf\/2308.02312.pdf\"><span style=\"font-weight: 400;\">Kdo na to odpov\u00ed l\u00e9pe? Hloubkov\u00e1 anal\u00fdza odpov\u011bd\u00ed ChatGPT a Stack Overflow na ot\u00e1zky softwarov\u00e9ho in\u017een\u00fdrstv\u00ed<\/span><\/a><span style=\"font-weight: 400;\">  zd\u016fraz\u0148uje n\u011bkter\u00e1 omezen\u00ed generativn\u00edch model\u016f um\u011bl\u00e9 inteligence.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">V\u00fdzkumn\u00edci zadali ChatGPT v\u00edce ne\u017e 500 ot\u00e1zek ze Stack Overflow. N\u00e1stroj um\u011bl\u00e9 inteligence odpov\u011bd\u011bl v\u00edce ne\u017e z poloviny nep\u0159esn\u011b. Je d\u016fle\u017eit\u00e9 poznamenat, \u017ee jedn\u00edm z nejv\u00fdznamn\u011bj\u0161\u00edch probl\u00e9m\u016f, kter\u00e9 v\u00fdzkumn\u00edci zaznamenali, bylo, \u017ee um\u011bl\u00e1 inteligence nej\u010dast\u011bji selh\u00e1vala, proto\u017ee spr\u00e1vn\u011b nerozum\u011bla ot\u00e1zk\u00e1m. Tento detail podtrhuje v\u00fdznam pohotov\u00e9ho in\u017een\u00fdrstv\u00ed v r\u00e1mci generativn\u00ed um\u011bl\u00e9 inteligence.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Krom\u011b toho spole\u010dnosti Google i Amazon letos provedly nez\u00e1visl\u00e9 testy, kter\u00e9 se zab\u00fdvaly kvalitou n\u00e1stroj\u016f generativn\u00ed um\u011bl\u00e9 inteligence v r\u00e1mci ot\u00e1zek p\u0159i pohovoru. V obou p\u0159\u00edpadech se n\u00e1stroji poda\u0159ilo odpov\u011bd\u011bt na testov\u00e9 ot\u00e1zky dostate\u010dn\u011b dob\u0159e na to, aby z\u00edskal pozici, jak uvedla agentura  <\/span><a href=\"https:\/\/www.cnbc.com\/2023\/01\/31\/google-testing-chatgpt-like-chatbot-apprentice-bard-with-employees.html\"><br \/>\n  <span style=\"font-weight: 400;\">CNBC<\/span><br \/>\n<\/a><span style=\"font-weight: 400;\"> a <\/span><a href=\"https:\/\/www.businessinsider.com\/chatgpt-amazon-job-interview-questions-answers-correctly-2023-1?r=US&amp;IR=T\"><br \/>\n  <span style=\"font-weight: 400;\">Business Inside<\/span><br \/>\n<\/a><span style=\"font-weight: 400;\">, resp.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Je tedy z\u0159ejm\u00e9, \u017ee se nach\u00e1z\u00edme ve f\u00e1zi, kdy tato technologie m\u00e1 potenci\u00e1l, ale je t\u0159eba doladit n\u011bkter\u00e9 drobnosti. Rozsah, v jak\u00e9m se tyto n\u00e1stroje v posledn\u00edch letech zlep\u0161ily, n\u00e1m d\u00e1v\u00e1 jistotu, \u017ee se dostanou na po\u017eadovanou \u00farove\u0148, a to pravd\u011bpodobn\u011b s p\u0159edstihem.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Nyn\u00ed se m\u016f\u017eeme pod\u00edvat na n\u011bkter\u00e9 oblasti, ve kter\u00fdch tyto technologie ovlivn\u00ed budoucnost testov\u00e1n\u00ed v\u00fdvoje softwaru.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_Hyperautomatizace\"><\/span><strong>1. Hyperautomatizace<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Hyperautomatizace popisuje c\u00edl ve v\u00fdvoji podniku, kde ka\u017ed\u00fd proces, kter\u00fd lze automatizovat, bude automatizov\u00e1n. Jedn\u00e1 se o holistick\u00fd p\u0159\u00edstup k produktivit\u011b, kter\u00fd je velmi propojen\u00fd.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Z hlediska v\u00fdvoje softwaru nen\u00ed t\u011b\u017ek\u00e9 si p\u0159edstavit centralizovan\u00fd syst\u00e9m s dohledem nad po\u017eadavky na obchodn\u00ed procesy. Syst\u00e9m bude ch\u00e1pat a zji\u0161\u0165ovat pot\u0159eby a efektivitu a neust\u00e1le identifikovat oblasti, kter\u00e9 je t\u0159eba zlep\u0161it pomoc\u00ed technologi\u00ed.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">S rozvojem podnik\u016f budou tyto centralizovan\u00e9 syst\u00e9my vyu\u017e\u00edvat generativn\u00ed um\u011blou inteligenci k vytv\u00e1\u0159en\u00ed aplikac\u00ed, kter\u00e9 budou automaticky \u0159e\u0161it \u00fazk\u00e1 m\u00edsta a neefektivitu nebo t\u0159eba p\u0159ed\u00e1vat konkr\u00e9tn\u00ed \u00fakoly k dokon\u010den\u00ed in\u017een\u00fdr\u016fm.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_Navrhovani_softwarovych_architektur\"><\/span><strong>2. Navrhov\u00e1n\u00ed softwarov\u00fdch architektur<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">S dostate\u010dn\u00fdm mno\u017estv\u00edm dat by n\u00e1stroje um\u011bl\u00e9 inteligence mohly porozum\u011bt osv\u011bd\u010den\u00fdm postup\u016fm v oblasti softwarov\u00e9 architektury a naj\u00edt zp\u016fsoby, jak tyto n\u00e1vrhy vylep\u0161it pro dosa\u017een\u00ed maxim\u00e1ln\u00ed efektivity. Strojov\u00e9 u\u010den\u00ed je o hled\u00e1n\u00ed vzorc\u016f a vztah\u016f, kter\u00e9 jsou mimo dosah lidsk\u00e9 mysli.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Pokud maj\u00ed n\u00e1stroje um\u011bl\u00e9 inteligence dostate\u010dn\u00e9 znalosti o r\u016fzn\u00fdch aplikac\u00edch, m\u016f\u017eeme je instruovat, aby oh\u00fdbaly p\u0159edchoz\u00ed architektury podle nov\u00fdch po\u017eadavk\u016f, co\u017e povede k efektivn\u011bj\u0161\u00edm sestav\u00e1m nebo dokonce k n\u00e1pad\u016fm, kter\u00e9 by jinak nebyly br\u00e1ny v \u00favahu.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_Modernizace_starsich_systemu\"><\/span><strong>3. Modernizace star\u0161\u00edch syst\u00e9m\u016f<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">A\u010dkoli \u017e\u00e1dn\u00fd software nen\u00ed dokonal\u00fd, existuje mnoho n\u00e1stroj\u016f, kter\u00e9 st\u00e1le odv\u00e1d\u011bj\u00ed vynikaj\u00edc\u00ed pr\u00e1ci a jsou tak hluboce zako\u0159en\u011bny v infrastruktu\u0159e spole\u010dnosti, \u017ee je obt\u00ed\u017en\u00e9 je nahradit. P\u0159izp\u016fsoben\u00ed t\u011bchto syst\u00e9m\u016f m\u016f\u017ee b\u00fdt n\u00e1ro\u010dn\u00e9, zejm\u00e9na pokud byly naps\u00e1ny pomoc\u00ed softwarov\u00e9ho k\u00f3du, kter\u00fd ji\u017e vy\u0161el z m\u00f3dy.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">V budoucnu budou n\u00e1stroje generativn\u00ed um\u011bl\u00e9 inteligence schopny p\u0159ev\u00e9st tento k\u00f3d do jazyka du jour, co\u017e t\u00fdm\u016fm umo\u017en\u00ed zachovat jejich star\u0161\u00ed syst\u00e9my a v mnoha p\u0159\u00edpadech je i vylep\u0161it.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"4_Zlepseni_vyvoje_s_nizkym_kodem_a_bez_kodu\"><\/span><strong>4. Zlep\u0161en\u00ed v\u00fdvoje s n\u00edzk\u00fdm k\u00f3dem a bez k\u00f3du<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Jedn\u00edm z probl\u00e9m\u016f automatizovan\u00e9ho testov\u00e1n\u00ed softwaru pomoc\u00ed n\u00e1stroj\u016f generativn\u00ed um\u011bl\u00e9 inteligence, kter\u00fd jsme identifikovali v\u00fd\u0161e, byla situace, kdy kod\u00e9r nem\u011bl dostate\u010dn\u00e9 znalosti a zku\u0161enosti pro ov\u011b\u0159en\u00ed v\u00fdstupu.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Kopiloti s um\u011blou inteligenc\u00ed pomohou roz\u0161\u00ed\u0159it n\u00edzkok\u00f3dov\u00e9 n\u00e1stroje o lep\u0161\u00ed n\u00e1vrhy, kter\u00e9 povedou k robustn\u00edm aplikac\u00edm. Sofistikovan\u00e9 testovac\u00ed n\u00e1stroje umo\u017en\u00ed lidsk\u00fdm oper\u00e1tor\u016fm volnou kreativn\u00ed ruku a z\u00e1rove\u0148 neust\u00e1le ov\u011b\u0159ovat jejich pr\u00e1ci a otev\u0159\u00edt dve\u0159e netechnick\u00fdm profesion\u00e1l\u016fm k vytv\u00e1\u0159en\u00ed pot\u0159ebn\u00fdch aplikac\u00ed.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Vyhody_generativni_umele_inteligence_pri_testovani_softwaru\"><\/span><strong>V\u00fdhody generativn\u00ed um\u011bl\u00e9 inteligence p\u0159i testov\u00e1n\u00ed softwaru<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img data-dominant-color=\"c2bcb2\" data-has-transparency=\"false\" style=\"--dominant-color: #c2bcb2;\" decoding=\"async\" class=\"aligncenter wp-image-68718 not-transparent\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/10\/prompt-enginering-in-software-test-automation-and-rpa-robotic-process-automation-1024x768.webp\" alt=\"promptn\u00ed in\u017een\u00fdrstv\u00ed v oblasti automatizace testov\u00e1n\u00ed softwaru a rpa (robotick\u00e1 automatizace proces\u016f).\" width=\"514\" height=\"386\" srcset=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/10\/prompt-enginering-in-software-test-automation-and-rpa-robotic-process-automation-1024x768.webp 1024w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/10\/prompt-enginering-in-software-test-automation-and-rpa-robotic-process-automation-300x225.webp 300w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/10\/prompt-enginering-in-software-test-automation-and-rpa-robotic-process-automation-768x576.webp 768w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/10\/prompt-enginering-in-software-test-automation-and-rpa-robotic-process-automation-1536x1152.webp 1536w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/10\/prompt-enginering-in-software-test-automation-and-rpa-robotic-process-automation-510x382.webp 510w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/10\/prompt-enginering-in-software-test-automation-and-rpa-robotic-process-automation-1080x810.webp 1080w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/10\/prompt-enginering-in-software-test-automation-and-rpa-robotic-process-automation-1280x960.webp 1280w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/10\/prompt-enginering-in-software-test-automation-and-rpa-robotic-process-automation-980x735.webp 980w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/10\/prompt-enginering-in-software-test-automation-and-rpa-robotic-process-automation-480x360.webp 480w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/10\/prompt-enginering-in-software-test-automation-and-rpa-robotic-process-automation-jpeg.webp 1920w\" sizes=\"(max-width: 514px) 100vw, 514px\" \/><\/p>\n<p><span style=\"font-weight: 400;\">Pou\u017eit\u00ed generativn\u00ed um\u011bl\u00e9 inteligence pro testov\u00e1n\u00ed softwaru m\u00e1 mnoho v\u00fdhod, kter\u00e9 z n\u011bj \u010din\u00ed atraktivn\u00ed volbu pro v\u00fdvojov\u00e9 t\u00fdmy, kter\u00e9 cht\u011bj\u00ed pracovat rychleji, ale bez kompromis\u016f v kvalit\u011b.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_Zrychleni_zivotniho_cyklu_vyvoje_softwaru\"><\/span><strong>1. Zrychlen\u00ed \u017eivotn\u00edho cyklu v\u00fdvoje softwaru<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">V\u00fdvoj\u00e1\u0159i jsou pod neust\u00e1l\u00fdm tlakem a mus\u00ed pracovat dlouh\u00e9 hodiny, aby zajistili v\u010dasn\u00e9 uveden\u00ed softwaru a nov\u00fdch funkc\u00ed na trh. Metodiky Agile\/DevOps sice zajistily efektivn\u011bj\u0161\u00ed v\u00fdvoj, ale st\u00e1le existuj\u00ed jednotliv\u00e9 f\u00e1ze v\u00fdvoje, kter\u00e9 by bylo vhodn\u00e9 d\u00e1le zefektivnit.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Generativn\u00ed n\u00e1stroje AI umo\u017e\u0148uj\u00ed testovac\u00edm t\u00fdm\u016fm \u0159e\u0161it r\u016fzn\u00e9 f\u00e1ze SDLC, od generov\u00e1n\u00ed prototyp\u016f a\u017e po testov\u00e1n\u00ed u\u017eivatelsk\u00e9ho rozhran\u00ed.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_Komplexni_detekce_chyb\"><\/span><strong>2. Komplexn\u00ed detekce chyb<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Jedn\u00edm z nejsiln\u011bj\u0161\u00edch vyu\u017eit\u00ed um\u011bl\u00e9 inteligence v testov\u00e1n\u00ed softwaru je schopnost t\u00e9to technologie porovn\u00e1vat velk\u00e9 soubory dat. N\u00e1stroje ML mohou analyzovat rozs\u00e1hl\u00e9 soubory dat (v\u010detn\u011b k\u00f3du) a vytv\u00e1\u0159et tak \u00falo\u017ei\u0161t\u011b informac\u00ed a o\u010dek\u00e1van\u00fdch model\u016f.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Kdy\u017e v\u00fdvoj\u00e1\u0159i odevzd\u00e1vaj\u00ed k\u00f3d, mohou jej porovnat s t\u011bmito modely, kter\u00e9 mohou upozornit na neo\u010dek\u00e1van\u00e9 sc\u00e9n\u00e1\u0159e, z\u00e1vislosti a zranitelnosti, co\u017e umo\u017en\u00ed zlep\u0161it k\u00f3d v cel\u00e9m procesu v\u00fdvoje.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_Zlepsene_pokryti_testu\"><\/span><strong>3. Zlep\u0161en\u00e9 pokryt\u00ed test\u016f<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">N\u00e1stroje strojov\u00e9ho u\u010den\u00ed jsou vytvo\u0159eny k anal\u00fdze a pochopen\u00ed rozs\u00e1hl\u00fdch soubor\u016f dat. P\u0159i aplikaci na testov\u00e1n\u00ed softwaru umo\u017e\u0148uje t\u00fdm\u016fm zv\u00fd\u0161it rozsah testov\u00e1n\u00ed softwaru. P\u0159\u00ednosem je nejen odstran\u011bn\u00ed lidsk\u00e9 pr\u00e1ce z rovnice a \u00faspora pen\u011bz, ale tak\u00e9 mnohem komplexn\u011bj\u0161\u00ed typ testov\u00e1n\u00ed, kter\u00fd umo\u017e\u0148uje l\u00e9pe odhalovat chyby v komplexn\u00edm souboru sc\u00e9n\u00e1\u0159\u016f.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"4_Snizeni_nakladu\"><\/span><strong>4. Sn\u00ed\u017een\u00ed n\u00e1klad\u016f<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Ve srovn\u00e1n\u00ed se zam\u011bstn\u00e1v\u00e1n\u00edm t\u00fdmu in\u017een\u00fdr\u016f QA a jejich vyu\u017e\u00edv\u00e1n\u00edm pro opakovan\u00e9 a \u010dasov\u011b n\u00e1ro\u010dn\u00e9 \u00fakoly testov\u00e1n\u00ed softwaru jsou generativn\u00ed AI a RPA rychlej\u0161\u00ed a n\u00e1kladov\u011b efektivn\u011bj\u0161\u00ed.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">S rostouc\u00ed konkurenc\u00ed ve sv\u011bt\u011b v\u00fdvoje softwaru roste v\u00fdznam hled\u00e1n\u00ed zp\u016fsob\u016f, jak dod\u00e1vat kvalitn\u00ed a trvanliv\u00e9 produkty s ohledem na rozpo\u010det. Generativn\u00ed n\u00e1stroje AI a kopiloti mohou sn\u00ed\u017eit z\u00e1vislost na in\u017een\u00fdrech a umo\u017enit jim vykon\u00e1vat pr\u00e1ci zam\u011b\u0159enou na hodnotu a v\u00e9st k m\u00e9n\u011b rozs\u00e1hl\u00fdm sestav\u00e1m.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Znamenaji_generativni_nastroje_AI_konec\"><\/span><strong>Znamenaj\u00ed generativn\u00ed n\u00e1stroje AI konec<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"lidskych_softwarovych_inzenyru\"><\/span><strong>  lidsk\u00fdch softwarov\u00fdch in\u017een\u00fdr\u016f?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img data-dominant-color=\"1b1b1a\" data-has-transparency=\"false\" style=\"--dominant-color: #1b1b1a;\" decoding=\"async\" class=\"aligncenter wp-image-70991 not-transparent\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/11\/Do-Generative-AI-tools-spell-the-end-of-human-software-engineers-683x1024.webp\" alt=\"Znamenaj\u00ed generativn\u00ed n\u00e1stroje AI konec lidsk\u00fdch softwarov\u00fdch in\u017een\u00fdr\u016f?\" width=\"421\" height=\"631\" srcset=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/11\/Do-Generative-AI-tools-spell-the-end-of-human-software-engineers-683x1024.webp 683w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/11\/Do-Generative-AI-tools-spell-the-end-of-human-software-engineers-200x300.webp 200w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/11\/Do-Generative-AI-tools-spell-the-end-of-human-software-engineers-768x1152.webp 768w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/11\/Do-Generative-AI-tools-spell-the-end-of-human-software-engineers-1024x1536.webp 1024w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/11\/Do-Generative-AI-tools-spell-the-end-of-human-software-engineers-1365x2048.webp 1365w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/11\/Do-Generative-AI-tools-spell-the-end-of-human-software-engineers-1080x1620.webp 1080w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/11\/Do-Generative-AI-tools-spell-the-end-of-human-software-engineers-1280x1920.webp 1280w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/11\/Do-Generative-AI-tools-spell-the-end-of-human-software-engineers-980x1470.webp 980w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/11\/Do-Generative-AI-tools-spell-the-end-of-human-software-engineers-480x720.webp 480w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/11\/Do-Generative-AI-tools-spell-the-end-of-human-software-engineers-scaled.webp 1707w\" sizes=\"(max-width: 421px) 100vw, 421px\" \/><\/p>\n<p><span style=\"font-weight: 400;\">Navzdory z\u0159ejm\u00fdm v\u00fdhod\u00e1m m\u016f\u017ee ka\u017ed\u00fd automatiza\u010dn\u00ed n\u00e1stroj vyvolat v pracovn\u00edc\u00edch obavy o jejich budoucnost. A\u010dkoli jde o norm\u00e1ln\u00ed reakci, vzhledem k rychlosti a rozsahu generativn\u00ed um\u011bl\u00e9 inteligence jsou obavy rozs\u00e1hlej\u0161\u00ed ne\u017e obvykle. I kdy\u017e tyto n\u00e1stroje dok\u00e1\u017eou automatizovat mnoho \u00faloh, nemohou vykon\u00e1vat v\u0161echny \u00fakoly, kter\u00e9 softwarov\u00ed in\u017een\u00fd\u0159i d\u011blaj\u00ed. Pro in\u017een\u00fdry a vedouc\u00ed pracovn\u00edky je z\u00e1sadn\u00ed porozum\u011bt mo\u017enostem technologie a jej\u00edm omezen\u00edm.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">V prvn\u00ed \u0159ad\u011b je t\u0159eba si uv\u011bdomit, \u017ee n\u00e1stroje pro automatizaci testov\u00e1n\u00ed vyu\u017e\u00edvaj\u00edc\u00ed um\u011blou inteligenci existuj\u00ed na trhu ji\u017e del\u0161\u00ed dobu. U\u017eivatelsky p\u0159\u00edv\u011btiv\u00e1 povaha generativn\u00ed um\u011bl\u00e9 inteligence v\u0161ak umo\u017e\u0148uje jej\u00ed dal\u0161\u00ed flexibilitu.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Jednou z prvn\u00edch v\u011bc\u00ed, kterou mus\u00edme vz\u00edt v \u00favahu, je, \u017ee generativn\u00ed um\u011bl\u00e1 inteligence funguje nejl\u00e9pe u v\u00fdstup\u016f, kter\u00e9 lze ov\u011b\u0159it. To je kl\u00ed\u010dov\u00fd bod. Z povahy vzd\u011bl\u00e1n\u00ed LLM vypl\u00fdv\u00e1, \u017ee se v\u00e1m budou sna\u017eit d\u00e1t odpov\u011b\u010f, i kdy\u017e to ob\u010das znamen\u00e1 &#8222;halucinace&#8220; fakt\u016f, odkaz\u016f a argument\u016f.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Pokud m\u00e1te dostate\u010dn\u00e9 znalosti k\u00f3dov\u00e1n\u00ed, budete nyn\u00ed schopni p\u0159e\u010d\u00edst a ov\u011b\u0159it jak\u00fdkoli text, kter\u00fd generativn\u00ed um\u011bl\u00e1 inteligence vyp\u00ed\u0161e, a zachytit p\u0159\u00edpadn\u00e9 chyby. Pokud jste ob\u010dan, kter\u00fd m\u00edsto schopnosti programovat pou\u017e\u00edv\u00e1 generativn\u00ed um\u011blou inteligenci, nebudete schopni tyto chyby zachytit.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Z tohoto pohledu budou kvalifikovan\u00ed in\u017een\u00fd\u0159i st\u00e1le d\u016fle\u017eitou sou\u010d\u00e1st\u00ed ekosyst\u00e9mu v\u00fdvoje softwaru. I nad\u00e1le budou muset prov\u00e1d\u011bt zkou\u0161ky jak z hlediska dohledu, tak z hlediska praxe.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Dal\u0161\u00ed omezen\u00ed generativn\u00ed um\u011bl\u00e9 inteligence pro testov\u00e1n\u00ed softwaru se t\u00fdk\u00e1 mobiln\u00edho testov\u00e1n\u00ed. Dobrou volbou pro testov\u00e1n\u00ed u\u017eivatelsk\u00fdch rozhran\u00ed webov\u00fdch str\u00e1nek je nap\u0159\u00edklad ChatGPT. Nem\u00e1 v\u0161ak p\u0159\u00edstup k r\u016fzn\u00fdm mobiln\u00edm za\u0159\u00edzen\u00edm. S tolika r\u016fzn\u00fdmi telefony a modely na trhu zaost\u00e1v\u00e1 za sou\u010dasn\u00fdm softwarem pro automatizaci testov\u00e1n\u00ed, jako je ZAPTEST. Ani tento probl\u00e9m nen\u00ed zanedbatelnou p\u0159ek\u00e1\u017ekou. V\u00edce ne\u017e  <\/span><a href=\"https:\/\/explodingtopics.com\/blog\/mobile-internet-traffic\"><br \/>\n  <span style=\"font-weight: 400;\">polovina v\u0161ech u\u017eivatel\u016f internetu poch\u00e1z\u00ed z mobiln\u00edch za\u0159\u00edzen\u00ed<\/span><br \/>\n<\/a><span style=\"font-weight: 400;\">a toto \u010d\u00edslo se ka\u017ed\u00fdm rokem zvy\u0161uje.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Generativn\u00ed um\u011bl\u00e1 inteligence sice sebere v\u00fdvoj\u00e1\u0159\u016fm mnoho povinnost\u00ed, ale bez rozs\u00e1hl\u00fdch zm\u011bn v testovac\u00ed infrastruktu\u0159e a schopnosti ov\u011b\u0159ovat v\u00fdstupy tyto profesion\u00e1ly nezbav\u00ed funkce.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Zaverecne_myslenky\"><\/span><strong>Z\u00e1v\u011bre\u010dn\u00e9 my\u0161lenky<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Testov\u00e1n\u00ed softwaru a RPA se neust\u00e1le zdokonaluj\u00ed. Jak se objevuj\u00ed nov\u00e9 technologie a metody, ob\u011b discipl\u00edny p\u0159eb\u00edraj\u00ed osv\u011bd\u010den\u00e9 postupy, kter\u00e9 pom\u00e1haj\u00ed t\u00fdm\u016fm QA poskytovat rychlej\u0161\u00ed a komplexn\u011bj\u0161\u00ed testov\u00e1n\u00ed za zlomek ceny manu\u00e1ln\u00edho testov\u00e1n\u00ed.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Zlep\u0161en\u00ed rozsahu test\u016f a sn\u00ed\u017een\u00ed chybovosti a n\u00e1klad\u016f na lidsk\u00fd faktor pat\u0159\u00ed mezi nejz\u0159eteln\u011bj\u0161\u00ed v\u00fdhody testov\u00e1n\u00ed pomoc\u00ed um\u011bl\u00e9 inteligence, ale tak\u00e9 pom\u00e1h\u00e1 t\u00fdm\u016fm p\u0159ijmout p\u0159\u00edstup kontinu\u00e1ln\u00ed integrace a nasazen\u00ed (CI\/CD).  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Vzhledem k tomu, \u017ee o\u010dek\u00e1v\u00e1n\u00ed spot\u0159ebitel\u016f a konkurence jsou vy\u0161\u0161\u00ed ne\u017e kdykoli p\u0159edt\u00edm, nab\u00edz\u00ed generativn\u00ed um\u011bl\u00e1 inteligence t\u00fdm\u016fm zp\u016fsob, jak zajistit rychl\u00e9 a efektivn\u00ed testy bez sn\u00ed\u017een\u00ed kvality.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>&#8222;Toto je nej\u00fa\u017easn\u011bj\u0161\u00ed aplikace strojov\u00e9ho u\u010den\u00ed, jakou jsem kdy vid\u011bl.&#8220; Mike Krieger, spoluzakladatel Instagramu. &nbsp; Slova Mika Kriegera nejsou nads\u00e1zkou. A\u010dkoli je technologie ML schopn\u00e1 n\u011bkter\u00fdch pozoruhodn\u00fdch v\u011bc\u00ed, pokud jde o anal\u00fdzu dat a poznatky, GitHub Copilot zcela m\u011bn\u00ed pravidla hry, proto\u017ee m\u016f\u017ee b\u00fdt u\u017eite\u010dn\u00fd v\u00fdvoj\u00e1\u0159\u016fm produkt\u016f po cel\u00e9m sv\u011bt\u011b. K\u00f3dovac\u00ed kopiloti a generativn\u00ed um\u011bl\u00e1 [&hellip;]<\/p>\n","protected":false},"author":14624,"featured_media":71022,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_seopress_robots_primary_cat":"none","_seopress_titles_title":"Vliv kopilot\u016f a generativn\u00ed um\u011bl\u00e9 inteligence na RPA \/ testov\u00e1n\u00ed softwaru","_seopress_titles_desc":"Od dopadu kopilot\u016f a generativn\u00ed um\u011bl\u00e9 inteligence na v\u00fdvoj softwaru, testov\u00e1n\u00ed a RPA a\u017e po budoucnost t\u011bchto technologi\u00ed - dozv\u00edte se v\u0161e, co je t\u0159eba v\u011bd\u011bt!","_seopress_robots_index":"","_et_pb_use_builder":"","_et_pb_old_content":"","_et_gb_content_width":"","content-type":"","footnotes":"","beyondwords_generate_audio":"","beyondwords_integration_method":"","beyondwords_project_id":"","beyondwords_content_id":"","beyondwords_preview_token":"","beyondwords_player_content":"","beyondwords_player_style":"","beyondwords_language_code":"","beyondwords_language_id":"","beyondwords_title_voice_id":"","beyondwords_body_voice_id":"","beyondwords_summary_voice_id":"","beyondwords_error_message":"","beyondwords_disabled":"","beyondwords_delete_content":"","beyondwords_podcast_id":"","beyondwords_hash":"","publish_post_to_speechkit":"","speechkit_hash":"","speechkit_generate_audio":"","speechkit_project_id":"","speechkit_podcast_id":"","speechkit_error_message":"","speechkit_disabled":"","speechkit_access_key":"","speechkit_error":"","speechkit_info":"","speechkit_response":"","speechkit_retries":"","speechkit_status":"","speechkit_updated_at":"","_speechkit_link":"","_speechkit_text":""},"categories":[462],"tags":[],"class_list":{"0":"post-70999","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-ai-cs"},"acf":{"short_name":"Kopiloti a generativn\u00ed um\u011bl\u00e1 inteligence v RPA \/ testov\u00e1n\u00ed softwaru"},"_links":{"self":[{"href":"https:\/\/www.zaptest.com\/cs\/wp-json\/wp\/v2\/posts\/70999","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.zaptest.com\/cs\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.zaptest.com\/cs\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.zaptest.com\/cs\/wp-json\/wp\/v2\/users\/14624"}],"replies":[{"embeddable":true,"href":"https:\/\/www.zaptest.com\/cs\/wp-json\/wp\/v2\/comments?post=70999"}],"version-history":[{"count":1,"href":"https:\/\/www.zaptest.com\/cs\/wp-json\/wp\/v2\/posts\/70999\/revisions"}],"predecessor-version":[{"id":71007,"href":"https:\/\/www.zaptest.com\/cs\/wp-json\/wp\/v2\/posts\/70999\/revisions\/71007"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.zaptest.com\/cs\/wp-json\/wp\/v2\/media\/71022"}],"wp:attachment":[{"href":"https:\/\/www.zaptest.com\/cs\/wp-json\/wp\/v2\/media?parent=70999"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.zaptest.com\/cs\/wp-json\/wp\/v2\/categories?post=70999"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.zaptest.com\/cs\/wp-json\/wp\/v2\/tags?post=70999"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}