{"id":71654,"date":"2023-11-04T13:14:40","date_gmt":"2023-11-04T13:14:40","guid":{"rendered":"https:\/\/www.zaptest.com\/vplyv-kopilotov-a-generativnej-umelej-inteligencie-na-rpa-a-testovanie-softveru-sucasnost-a-buducnost"},"modified":"2023-11-06T17:25:53","modified_gmt":"2023-11-06T17:25:53","slug":"vplyv-kopilotov-a-generativnej-umelej-inteligencie-na-rpa-a-testovanie-softveru-sucasnost-a-buducnost","status":"publish","type":"post","link":"https:\/\/www.zaptest.com\/sk\/vplyv-kopilotov-a-generativnej-umelej-inteligencie-na-rpa-a-testovanie-softveru-sucasnost-a-buducnost","title":{"rendered":"Vplyv kopilotov a generat\u00edvnej umelej inteligencie na RPA a testovanie softv\u00e9ru &#8211; s\u00fa\u010dasnos\u0165 a bud\u00facnos\u0165"},"content":{"rendered":"<h1><\/h1>\n<p><em><strong>&#8222;Toto je naj\u00fa\u017easnej\u0161ia aplik\u00e1cia strojov\u00e9ho u\u010denia, ak\u00fa som kedy videl.&#8220;<\/strong><\/em><\/p>\n<p><span style=\"font-weight: 400;\">Mike Krieger, spoluzakladate\u013e Instagramu.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Slov\u00e1 Mika Kriegera nie s\u00fa hyperbolou. Hoci ML dok\u00e1\u017ee pozoruhodn\u00e9 veci, pokia\u013e ide o anal\u00fdzu \u00fadajov a poznatky, GitHub Copilot \u00faplne men\u00ed pravidl\u00e1 hry, preto\u017ee m\u00f4\u017ee by\u0165 u\u017eito\u010dn\u00fd pre v\u00fdvoj\u00e1rov produktov na celom svete.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">K\u00f3dovac\u00ed kopiloti a generat\u00edvna umel\u00e1 inteligencia pom\u00e1haj\u00fa t\u00edmom odomkn\u00fa\u0165 obrovsk\u00e9 v\u00fdhody, ako je zr\u00fdchlenie \u017eivotn\u00e9ho cyklu v\u00fdvoja softv\u00e9ru na doteraz nepredstavite\u013en\u00fa r\u00fdchlos\u0165. Vplyv tejto technol\u00f3gie na RPA a testovanie softv\u00e9ru s\u00fa v\u0161ak dve najzauj\u00edmavej\u0161ie hranice tejto \u00fa\u017easnej technol\u00f3gie.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">V tomto \u010dl\u00e1nku sa pozrieme na to, ako k\u00f3dovacie kopiloty a generat\u00edvna umel\u00e1 inteligencia zmenili svet testovania softv\u00e9ru a RPA v s\u00fa\u010dasnosti, a potom presk\u00famame ich bud\u00faci vplyv na technol\u00f3gie.<\/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\/sk\/vplyv-kopilotov-a-generativnej-umelej-inteligencie-na-rpa-a-testovanie-softveru-sucasnost-a-buducnost\/#Kopiloti_a_generativna_umela_inteligencia_v\" >Kopiloti a generat\u00edvna umel\u00e1 inteligencia 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\/sk\/vplyv-kopilotov-a-generativnej-umelej-inteligencie-na-rpa-a-testovanie-softveru-sucasnost-a-buducnost\/#vyvoj_softveru_Zakladne_informacie\" >v\u00fdvoj softv\u00e9ru: Z\u00e1kladn\u00e9 inform\u00e1cie<\/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\/sk\/vplyv-kopilotov-a-generativnej-umelej-inteligencie-na-rpa-a-testovanie-softveru-sucasnost-a-buducnost\/#1_Automaticke_kodovace_pohanane_umelou_inteligenciou\" >1. Automatick\u00e9 k\u00f3dova\u010de poh\u00e1\u0148an\u00e9 umelou inteligenciou<\/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\/sk\/vplyv-kopilotov-a-generativnej-umelej-inteligencie-na-rpa-a-testovanie-softveru-sucasnost-a-buducnost\/#2_Ako_funguje_kodovanie_kopilotov\" >2. Ako funguje k\u00f3dovanie kopilotov?<\/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\/sk\/vplyv-kopilotov-a-generativnej-umelej-inteligencie-na-rpa-a-testovanie-softveru-sucasnost-a-buducnost\/#3_A_co_generativna_umela_inteligencia_pre_kodovanie_a_vyvoj\" >3. A \u010do generat\u00edvna umel\u00e1 inteligencia pre k\u00f3dovanie 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\/sk\/vplyv-kopilotov-a-generativnej-umelej-inteligencie-na-rpa-a-testovanie-softveru-sucasnost-a-buducnost\/#Vyvoj_testovania_softveru\" >V\u00fdvoj testovania softv\u00e9ru<\/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\/sk\/vplyv-kopilotov-a-generativnej-umelej-inteligencie-na-rpa-a-testovanie-softveru-sucasnost-a-buducnost\/#1_Manualne_testovanie\" >1. Manu\u00e1lne testovanie:<\/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\/sk\/vplyv-kopilotov-a-generativnej-umelej-inteligencie-na-rpa-a-testovanie-softveru-sucasnost-a-buducnost\/#2_Skriptove_testovanie\" >2. Skriptov\u00e9 testovanie:<\/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\/sk\/vplyv-kopilotov-a-generativnej-umelej-inteligencie-na-rpa-a-testovanie-softveru-sucasnost-a-buducnost\/#3_Automatizacia_testovania\" >3. Automatiz\u00e1cia testovania:<\/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\/sk\/vplyv-kopilotov-a-generativnej-umelej-inteligencie-na-rpa-a-testovanie-softveru-sucasnost-a-buducnost\/#4_Testovanie_zalozene_na_udajoch\" >4. Testovanie zalo\u017een\u00e9 na \u00fadajoch:<\/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\/sk\/vplyv-kopilotov-a-generativnej-umelej-inteligencie-na-rpa-a-testovanie-softveru-sucasnost-a-buducnost\/#5_Generativne_testovanie_umelej_inteligencie\" >5. Generat\u00edvne testovanie umelej inteligencie:<\/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\/sk\/vplyv-kopilotov-a-generativnej-umelej-inteligencie-na-rpa-a-testovanie-softveru-sucasnost-a-buducnost\/#Sucasne_pouzivanie_kopilotov_a\" >S\u00fa\u010dasn\u00e9 pou\u017e\u00edvanie kopilotov 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\/sk\/vplyv-kopilotov-a-generativnej-umelej-inteligencie-na-rpa-a-testovanie-softveru-sucasnost-a-buducnost\/#Generativna_AI_v_testovani_softveru_a_RPA\" >Generat\u00edvna AI v testovan\u00ed softv\u00e9ru 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\/sk\/vplyv-kopilotov-a-generativnej-umelej-inteligencie-na-rpa-a-testovanie-softveru-sucasnost-a-buducnost\/#1_Pripady_pouzitia_kopilota_a_generativnej_umelej_inteligencie_pri_testovani_softveru_a_RPA\" >1. Pr\u00edpady pou\u017eitia kopilota a generat\u00edvnej umelej inteligencie pri testovan\u00ed softv\u00e9ru 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\/sk\/vplyv-kopilotov-a-generativnej-umelej-inteligencie-na-rpa-a-testovanie-softveru-sucasnost-a-buducnost\/#Analyza_poziadaviek\" >Anal\u00fdza po\u017eiadaviek<\/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\/sk\/vplyv-kopilotov-a-generativnej-umelej-inteligencie-na-rpa-a-testovanie-softveru-sucasnost-a-buducnost\/#Planovanie_testov\" >Pl\u00e1novanie testov<\/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\/sk\/vplyv-kopilotov-a-generativnej-umelej-inteligencie-na-rpa-a-testovanie-softveru-sucasnost-a-buducnost\/#Vytvorenie_testovacieho_pripadu\" >Vytvorenie testovacieho pr\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\/sk\/vplyv-kopilotov-a-generativnej-umelej-inteligencie-na-rpa-a-testovanie-softveru-sucasnost-a-buducnost\/#Vyhladavanie_a_riesenie_chyb\" >Vyh\u013ead\u00e1vanie a rie\u0161enie ch\u00fdb<\/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\/sk\/vplyv-kopilotov-a-generativnej-umelej-inteligencie-na-rpa-a-testovanie-softveru-sucasnost-a-buducnost\/#Testovanie_pouzivatelskeho_rozhrania\" >Testovanie pou\u017e\u00edvate\u013esk\u00e9ho rozhrania<\/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\/sk\/vplyv-kopilotov-a-generativnej-umelej-inteligencie-na-rpa-a-testovanie-softveru-sucasnost-a-buducnost\/#Buducnost_kopilotov_a_generativnej_AI\" >Bud\u00facnos\u0165 kopilotov a generat\u00edvnej 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\/sk\/vplyv-kopilotov-a-generativnej-umelej-inteligencie-na-rpa-a-testovanie-softveru-sucasnost-a-buducnost\/#v_oblasti_testovania_softveru_a_RPA\" >v oblasti testovania softv\u00e9ru 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\/sk\/vplyv-kopilotov-a-generativnej-umelej-inteligencie-na-rpa-a-testovanie-softveru-sucasnost-a-buducnost\/#1_Hyperautomatizacia\" >1. Hyperautomatiz\u00e1cia<\/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\/sk\/vplyv-kopilotov-a-generativnej-umelej-inteligencie-na-rpa-a-testovanie-softveru-sucasnost-a-buducnost\/#2_Navrhovanie_softverovych_architektur\" >2. Navrhovanie softv\u00e9rov\u00fdch architekt\u00far<\/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\/sk\/vplyv-kopilotov-a-generativnej-umelej-inteligencie-na-rpa-a-testovanie-softveru-sucasnost-a-buducnost\/#3_Modernizacia_starsich_systemov\" >3. Moderniz\u00e1cia star\u0161\u00edch syst\u00e9mov<\/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\/sk\/vplyv-kopilotov-a-generativnej-umelej-inteligencie-na-rpa-a-testovanie-softveru-sucasnost-a-buducnost\/#4_Zlepsenie_nizkokodoveho_a_nekodoveho_vyvoja\" >4. Zlep\u0161enie n\u00edzkok\u00f3dov\u00e9ho a nek\u00f3dov\u00e9ho v\u00fdvoja<\/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\/sk\/vplyv-kopilotov-a-generativnej-umelej-inteligencie-na-rpa-a-testovanie-softveru-sucasnost-a-buducnost\/#Vyhody_generativnej_umelej_inteligencie_pri_testovani_softveru\" >V\u00fdhody generat\u00edvnej umelej inteligencie pri testovan\u00ed softv\u00e9ru<\/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\/sk\/vplyv-kopilotov-a-generativnej-umelej-inteligencie-na-rpa-a-testovanie-softveru-sucasnost-a-buducnost\/#1_Urychlenie_zivotneho_cyklu_vyvoja_softveru\" >1. Ur\u00fdchlenie \u017eivotn\u00e9ho cyklu v\u00fdvoja softv\u00e9ru<\/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\/sk\/vplyv-kopilotov-a-generativnej-umelej-inteligencie-na-rpa-a-testovanie-softveru-sucasnost-a-buducnost\/#2_Komplexna_detekcia_chyb\" >2. Komplexn\u00e1 detekcia ch\u00fdb<\/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\/sk\/vplyv-kopilotov-a-generativnej-umelej-inteligencie-na-rpa-a-testovanie-softveru-sucasnost-a-buducnost\/#3_Zlepsene_pokrytie_testov\" >3. Zlep\u0161en\u00e9 pokrytie testov<\/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\/sk\/vplyv-kopilotov-a-generativnej-umelej-inteligencie-na-rpa-a-testovanie-softveru-sucasnost-a-buducnost\/#4_Znizenie_nakladov\" >4. Zn\u00ed\u017eenie n\u00e1kladov<\/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\/sk\/vplyv-kopilotov-a-generativnej-umelej-inteligencie-na-rpa-a-testovanie-softveru-sucasnost-a-buducnost\/#Znamenaju_generativne_nastroje_AI_koniec\" >Znamenaj\u00fa generat\u00edvne n\u00e1stroje AI koniec<\/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\/sk\/vplyv-kopilotov-a-generativnej-umelej-inteligencie-na-rpa-a-testovanie-softveru-sucasnost-a-buducnost\/#ludskych_softverovych_inzinierov\" >\u013eudsk\u00fdch softv\u00e9rov\u00fdch in\u017einierov?<\/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\/sk\/vplyv-kopilotov-a-generativnej-umelej-inteligencie-na-rpa-a-testovanie-softveru-sucasnost-a-buducnost\/#Zaverecne_myslienky\" >Z\u00e1vere\u010dn\u00e9 my\u0161lienky<\/a><\/li><\/ul><\/nav><\/div>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Kopiloti_a_generativna_umela_inteligencia_v\"><\/span><strong>Kopiloti a generat\u00edvna umel\u00e1 inteligencia v  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"vyvoj_softveru_Zakladne_informacie\"><\/span><strong>v\u00fdvoj softv\u00e9ru: Z\u00e1kladn\u00e9 inform\u00e1cie<\/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 generat\u00edvna umel\u00e1 inteligencia vo v\u00fdvoji softv\u00e9ru - z\u00e1kladn\u00fd preh\u013ead\" 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;\">Generat\u00edvna umel\u00e1 inteligencia a k\u00f3dovanie kopilotov s\u00fa relat\u00edvnymi nov\u00e1\u010dikmi v oblasti v\u00fdvoja softv\u00e9ru. Predt\u00fdm, ako sa budeme venova\u0165 ich vplyvu na tento priestor, stoj\u00ed za to pozrie\u0165 sa na ich pozadie a sp\u00f4sob ich pr\u00e1ce.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_Automaticke_kodovace_pohanane_umelou_inteligenciou\"><\/span><strong>1. Automatick\u00e9 k\u00f3dova\u010de poh\u00e1\u0148an\u00e9 umelou inteligenciou<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Ve\u013ek\u00e9 jazykov\u00e9 modely (LLM) sa za posledn\u00fdch nieko\u013eko rokov v\u00fdrazne zlep\u0161ili. S exponenci\u00e1lnym n\u00e1rastom ve\u013ekosti s\u00faborov \u00fadajov a v\u00fdpo\u010dtov\u00e9ho v\u00fdkonu sa zv\u00fd\u0161ila aj kvalita v\u00fdstupov.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Existuje mnoho odvetv\u00ed, ktor\u00e9 m\u00f4\u017eu ma\u0165 prospech z LLM. Medzi tie, o ktor\u00fdch sa najviac p\u00ed\u0161e, patr\u00ed generovanie textu, obr\u00e1zkov, vide\u00ed a in\u00fdch foriem m\u00e9di\u00ed. Aj ke\u010f s\u00fa tieto pr\u00edpady pou\u017eitia p\u00f4sobiv\u00e9, pre v\u00fdvoj\u00e1rov s\u00fa tu d\u00f4sledky, ktor\u00e9 s\u00fa mo\u017eno ove\u013ea zauj\u00edmavej\u0161ie.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Na trhu je viacero autok\u00f3derov LLM. GitHub CoPilot je v\u0161ak pravdepodobne najzn\u00e1mej\u0161\u00ed a naj\u00faspe\u0161nej\u0161\u00ed. D\u00f4vodom je najm\u00e4 to, \u017ee sa tr\u00e9nuje na \u00falo\u017eisku GitHub. M\u00e1 pr\u00edstup k mili\u00f3nom pr\u00edkladov k\u00f3du s otvoren\u00fdm zdrojov\u00fdm k\u00f3dom, osved\u010den\u00fdm postupom, architekt\u00fare aplik\u00e1ci\u00ed a \u010fal\u0161\u00edm zdrojom, z ktor\u00fdch sa m\u00f4\u017ee u\u010di\u0165, \u010do mu umo\u017e\u0148uje poskytova\u0165 kvalitn\u00e9 a v\u0161estrann\u00e9 v\u00fdstupy.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_Ako_funguje_kodovanie_kopilotov\"><\/span><strong>2. Ako funguje k\u00f3dovanie kopilotov?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Jedn\u00fdm z najjednoduch\u0161\u00edch sp\u00f4sobov, ako hovori\u0165 o tom, ako funguj\u00fa kopiloti k\u00f3dovania, je pozrie\u0165 sa na popredn\u00fd produkt v tejto hre, GitHub CoPilot. Aplik\u00e1cia je zalo\u017een\u00e1 na modeli ChatGPT-3 spolo\u010dnosti OpenAi.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Rovnako ako ChatGPT a podobn\u00e9 LLM, aj CoPilot je zalo\u017een\u00fd na miliard\u00e1ch parametrov. Po\u010das v\u00fdvoja ChatGPT-3 za\u010dala spolo\u010dnos\u0165 OpenAI budova\u0165 \u0161pecializovan\u00fd k\u00f3dovac\u00ed program s n\u00e1zvom OpenAI Codex. Spolo\u010dnos\u0165 Microsoft si zak\u00fapila exkluz\u00edvny pr\u00edstup k produktu.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">K\u013e\u00fa\u010dov\u00e9 v\u0161ak je, \u017ee spolo\u010dnos\u0165 Microsoft u\u017e GitHub vlastnila. Ak ste program\u00e1tor, o slu\u017ebe GitHub viete v\u0161etko. V podstate ide o webov\u00fa platformu, ktor\u00e1 sa pou\u017e\u00edva na riadenie verzi\u00ed a spolupr\u00e1cu v projektoch v\u00fdvoja softv\u00e9ru. Na z\u00e1klade kni\u017enice GitHub, ktor\u00e1 obsahuje mili\u00f3ny riadkov verejn\u00e9ho k\u00f3du s otvoren\u00fdm zdrojov\u00fdm k\u00f3dom, vycvi\u010dili OpenAI Codex.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">CoPilot vyu\u017e\u00edva strojov\u00e9 u\u010denie na vyh\u013ead\u00e1vanie vzorov a vz\u0165ahov medzi riadkami k\u00f3du. Podobne ako ChatGPT sa pozrie na slovo alebo riadok a vypo\u010d\u00edta pravdepodobnos\u0165 toho, \u010do by malo nasledova\u0165, na z\u00e1klade rozsiahleho arch\u00edvu historick\u00fdch \u00fadajov.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Sila kopilotov s umelou inteligenciou spo\u010d\u00edva v ich schopnosti navrhova\u0165 \u00faryvky k\u00f3du po\u010das \u00faprav v\u00fdvoj\u00e1rov. Predstavte si to ako vylep\u0161en\u00e9 automatick\u00e9 dokon\u010dovanie k\u00f3dovania. Ke\u010f program\u00e1tori zadaj\u00fa riadok k\u00f3du, LLM porovn\u00e1 za\u010diatok tohto k\u00f3du so svojou obrovskou kni\u017enicou predch\u00e1dzaj\u00facich projektov. Odtia\u013e navrhuje pravdepodobnostn\u00e9 riadky a nov\u00e9 riadky k\u00f3du.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Zrejmou v\u00fdhodou je, \u017ee v\u00fdvoj\u00e1ri m\u00f4\u017eu v\u010faka tomuto automatick\u00e9mu dokon\u010dovaniu u\u0161etri\u0165 neuverite\u013en\u00e9 mno\u017estvo \u010dasu. Zvy\u0161uje produktivitu a v mnoh\u00fdch pr\u00edpadoch aj presnos\u0165 k\u00f3du.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_A_co_generativna_umela_inteligencia_pre_kodovanie_a_vyvoj\"><\/span><strong>3. A \u010do generat\u00edvna umel\u00e1 inteligencia pre k\u00f3dovanie a v\u00fdvoj?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Ako vid\u00edte z hist\u00f3rie CoPilota, generat\u00edvna umel\u00e1 inteligencia a kopiloti maj\u00fa podobn\u00e9 korene. V oboch pr\u00edpadoch ide o technol\u00f3gie, ktor\u00e9 vyu\u017e\u00edvaj\u00fa \u0161tatistick\u00fa pravdepodobnos\u0165 na predpovedanie toho, \u010do pou\u017e\u00edvatelia potrebuj\u00fa, na z\u00e1klade prip\u00edsan\u00fdch inform\u00e1ci\u00ed.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Ve\u013ek\u00fd rozdiel medzi kopilota\u010dn\u00fdm softv\u00e9rom a generat\u00edvnou umelou inteligenciou je v\u0161ak v tom, \u017ee t\u00e1to je zalo\u017een\u00e1 na v\u00fdzvach. V skratke to znamen\u00e1, \u017ee pou\u017e\u00edvatelia zadaj\u00fa do stroja s\u00fabor p\u00edsomn\u00fdch pokynov a ten vyp\u00ed\u0161e obsah. Ako vie ka\u017ed\u00fd, kto pou\u017e\u00edval ChatGPT alebo podobn\u00e9 aplik\u00e1cie, tento v\u00fdstup m\u00f4\u017ee ma\u0165 podobu textu, obr\u00e1zkov, videa alebo k\u00f3du.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Hoci sa teda met\u00f3dy, ktor\u00e9 k\u00f3deri pou\u017e\u00edvaj\u00fa na automatizovan\u00e9 k\u00f3dovanie, l\u00ed\u0161ia, m\u00f4\u017eeme ich zaradi\u0165 pod podobn\u00fd pojem automatizovan\u00e9 alebo generat\u00edvne k\u00f3dovanie s pomocou umelej inteligencie.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Vyvoj_testovania_softveru\"><\/span><strong>V\u00fdvoj testovania softv\u00e9ru<\/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 testovania softv\u00e9ru\" width=\"663\" height=\"372\"><\/p>\n<p><span style=\"font-weight: 400;\">Testovanie softv\u00e9ru reaguje a neust\u00e1le sa vyv\u00edja. V priebehu nieko\u013ek\u00fdch desa\u0165ro\u010d\u00ed sa zmenila a pretvorila tak, aby sp\u013a\u0148ala nov\u00e9 po\u017eiadavky a vyu\u017e\u00edvala technologick\u00fd pokrok.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_Manualne_testovanie\"><\/span><b>1. Manu\u00e1lne testovanie:<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">V za\u010diatkoch testovania softv\u00e9ru sa testovalo manu\u00e1lne. Tento druh testovania bol drah\u00fd a \u010dasovo n\u00e1ro\u010dn\u00fd, preto\u017ee vy\u017eadoval, aby odborn\u00edci na zabezpe\u010denie kvality pre\u0161li softv\u00e9r jemn\u00fdm hrebe\u0148om, vytvorili s\u00e9riu testovac\u00edch pr\u00edpadov, spustili a zaznamenali v\u00fdsledky, napl\u00e1novali opravy a proces opakovali.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Zabezpe\u010denie pokrytia v\u0161etk\u00fdch mo\u017en\u00fdch scen\u00e1rov a situ\u00e1ci\u00ed t\u00fdmito testami bolo ve\u013ekou v\u00fdzvou, a ke\u010f sa k tomu pripo\u010d\u00edtaj\u00fa \u010das a n\u00e1klady, manu\u00e1lne testovanie bolo n\u00e1ro\u010dn\u00e9 na zdroje. Bol tie\u017e ve\u013emi n\u00e1chyln\u00fd na \u013eudsk\u00e9 chyby, \u010do bolo umocnen\u00e9 obmedzen\u00fdmi mo\u017enos\u0165ami distrib\u00facie, \u010do znamenalo, \u017ee ak\u00e9ko\u013evek neobjaven\u00e9 chyby bolo n\u00e1ro\u010dn\u00e9 r\u00fdchlo opravi\u0165.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_Skriptove_testovanie\"><\/span><b>2. Skriptov\u00e9 testovanie:  <\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Skriptov\u00e9 testovanie predstavovalo pre komunitu QA obrovsk\u00fd krok vpred. Namiesto manu\u00e1lneho prech\u00e1dzania k\u00f3du a testovac\u00edch scen\u00e1rov mohli v\u00fdvoj\u00e1ri nap\u00edsa\u0165 programy, ktor\u00e9 dok\u00e1zali softv\u00e9r testova\u0165 automaticky. Ve\u013ek\u00fdm pozit\u00edvom bolo, \u017ee testovanie sa stalo efekt\u00edvnej\u0161ie a menej n\u00e1chyln\u00e9 na \u013eudsk\u00e9 chyby. Dosiahnutie tohto cie\u013ea si v\u0161ak vy\u017eadovalo kvalifikovan\u00e9, presn\u00e9 a \u010dasovo n\u00e1ro\u010dn\u00e9 pl\u00e1novanie a k\u00f3dovanie, aby sa zabezpe\u010dilo komplexn\u00e9 pokrytie.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_Automatizacia_testovania\"><\/span><b>3. Automatiz\u00e1cia testovania:  <\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Automatiz\u00e1cia testovania bola \u010fal\u0161\u00edm v\u00fdvojom testovania. N\u00e1stroje ako ZAPTEST dok\u00e1zali program\u00e1torom pon\u00faknu\u0165 v\u0161etky v\u00fdhody skriptovan\u00e9ho testovania, ale bez pou\u017eitia k\u00f3dov. Aj v tomto pr\u00edpade boli v\u00fdznamn\u00fdmi pr\u00ednosmi \u00faspora \u010dasu, opakovane pou\u017eite\u013en\u00e9 a prisp\u00f4sobite\u013en\u00e9 testy, testovanie pou\u017e\u00edvate\u013esk\u00e9ho rozhrania a API a testovanie naprie\u010d platformami a zariadeniami.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"4_Testovanie_zalozene_na_udajoch\"><\/span><b>4. Testovanie zalo\u017een\u00e9 na \u00fadajoch:  <\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Testovanie zalo\u017een\u00e9 na \u00fadajoch bolo rie\u0161en\u00edm probl\u00e9mu testovania softv\u00e9ru, ktor\u00fd spracov\u00e1val r\u00f4zne s\u00fabory \u00fadajov. Op\u00e4\u0165 ide o formu automatiz\u00e1cie testovania, ale t\u00e1to met\u00f3da zah\u0155\u0148a vytvorenie testovac\u00edch skriptov a ich spustenie na priraden\u00fdch s\u00faboroch \u00fadajov. Tento typ testovania umo\u017enil v\u00fdvoj\u00e1rom pracova\u0165 r\u00fdchlej\u0161ie, izolova\u0165 testy a zn\u00ed\u017ei\u0165 mno\u017estvo \u010dasu potrebn\u00e9ho na opakovanie testovac\u00edch pr\u00edpadov.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"5_Generativne_testovanie_umelej_inteligencie\"><\/span><b>5. Generat\u00edvne testovanie umelej inteligencie:  <\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Generat\u00edvne testovanie pomocou umelej inteligencie je najnov\u0161ou inov\u00e1ciou v oblasti testovania softv\u00e9ru. Pomocou LLM m\u00f4\u017eu t\u00edmy QA vytv\u00e1ra\u0165 testovacie pr\u00edpady a testovacie \u00fadaje, ktor\u00e9 pom\u00e1haj\u00fa ur\u00fdchli\u0165 proces testovania. Tieto testovacie pr\u00edpady s\u00fa ve\u013emi flexibiln\u00e9 a upravite\u013en\u00e9, \u010do pom\u00e1ha v\u00fdvoj\u00e1rom op\u00e4tovne pou\u017e\u00edva\u0165 a vyu\u017e\u00edva\u0165 testy a v\u00fdrazne zv\u00e4\u010d\u0161uje rozsah testovania.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Sucasne_pouzivanie_kopilotov_a\"><\/span><strong>S\u00fa\u010dasn\u00e9 pou\u017e\u00edvanie kopilotov a  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Generativna_AI_v_testovani_softveru_a_RPA\"><\/span><strong>Generat\u00edvna AI v testovan\u00ed softv\u00e9ru 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=\"S\u00fa\u010dasn\u00e9 vyu\u017eitie kopilotov a generat\u00edvnej umelej inteligencie pri testovan\u00ed softv\u00e9ru 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;\">Generat\u00edvna umel\u00e1 inteligencia a kopiloti maj\u00fa ve\u013ek\u00fd vplyv na testovanie softv\u00e9ru. Av\u0161ak namiesto toho, aby tieto n\u00e1stroje \u00faplne nahradili k\u00f3derov, pomohli roz\u0161\u00edri\u0165 testerov. Stru\u010dne povedan\u00e9, pom\u00e1haj\u00fa v\u00fdvoj\u00e1rom sta\u0165 sa r\u00fdchlej\u0161\u00edmi a efekt\u00edvnej\u0161\u00edmi a v mnoh\u00fdch pr\u00edpadoch zvy\u0161uj\u00fa kvalitu testovania.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Str\u00e1nka <\/span><a href=\"https:\/\/survey.stackoverflow.co\/2023\/\"><br \/>\n  <span style=\"font-weight: 400;\">Prieskum Stack Overflow pre v\u00fdvoj\u00e1rov z roku 2023<\/span><br \/>\n<\/a><span style=\"font-weight: 400;\">  pon\u00faka nieko\u013eko inform\u00e1ci\u00ed o s\u00fa\u010dasnom pou\u017e\u00edvan\u00ed n\u00e1strojov umelej inteligencie v komunite v\u00fdvoj\u00e1rov softv\u00e9ru. Jedna z najzauj\u00edmavej\u0161\u00edch \u010dast\u00ed prieskumu uk\u00e1zala, \u017ee hoci o nie\u010do viac ako polovica v\u00fdvoj\u00e1rov nazna\u010dila, \u017ee sa zauj\u00edma o n\u00e1stroje umelej inteligencie na testovanie softv\u00e9ru, menej ako 3 % uviedlo, \u017ee t\u00fdmto n\u00e1strojom d\u00f4veruj\u00fa. Navy\u0161e len ka\u017ed\u00fd \u0161tvrt\u00fd uviedol, \u017ee v s\u00fa\u010dasnosti pou\u017e\u00edva n\u00e1stroje AI na testovanie softv\u00e9ru.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Zauj\u00edmav\u00e9 na t\u00fdchto \u0161tatistik\u00e1ch je, \u017ee ukazuj\u00fa, \u017ee pou\u017e\u00edvanie n\u00e1strojov umelej inteligencie e\u0161te nie je roz\u0161\u00edren\u00e9 a \u017ee t\u00ed, ktor\u00ed si ich osvojili sk\u00f4r, m\u00f4\u017eu st\u00e1le z\u00edska\u0165 v\u00fdhodu.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_Pripady_pouzitia_kopilota_a_generativnej_umelej_inteligencie_pri_testovani_softveru_a_RPA\"><\/span><strong>1. Pr\u00edpady pou\u017eitia kopilota a generat\u00edvnej umelej inteligencie pri testovan\u00ed softv\u00e9ru a RPA<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Kopiloti a generat\u00edvna umel\u00e1 inteligencia ovplyv\u0148uj\u00fa v\u0161etky oblasti v\u00fdvoja softv\u00e9ru. Tu je nieko\u013eko sp\u00f4sobov, ako m\u00f4\u017ee t\u00e1to technol\u00f3gia pom\u00f4c\u0165 pri testovan\u00ed softv\u00e9ru a RPA.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Analyza_poziadaviek\"><\/span><em><strong>Anal\u00fdza po\u017eiadaviek<\/strong><\/em><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p><span style=\"font-weight: 400;\">Anal\u00fdza po\u017eiadaviek je k\u013e\u00fa\u010dovou s\u00fa\u010das\u0165ou \u017eivotn\u00e9ho cyklu v\u00fdvoja softv\u00e9ru. Tento proces zah\u0155\u0148a pochopenie po\u017eiadaviek zainteresovan\u00fdch str\u00e1n a r\u00f4znych funkci\u00ed potrebn\u00fdch na vytvorenie softv\u00e9ru. Generat\u00edvna umel\u00e1 inteligencia m\u00f4\u017ee pom\u00f4c\u0165 t\u00edmom pri tvorbe n\u00e1padov t\u00fdm, \u017ee prich\u00e1dza s nov\u00fdmi n\u00e1padmi a perspekt\u00edvami.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Planovanie_testov\"><\/span><em><strong>Pl\u00e1novanie testov<\/strong><\/em><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p><span style=\"font-weight: 400;\">Ke\u010f s\u00fa po\u017eiadavky na testovanie dobre pochopen\u00e9, t\u00edmy QA musia rozdeli\u0165 veci do harmonogramu, aby sa zabezpe\u010dilo primeran\u00e9 pokrytie testami. Tento typ pr\u00e1ce si vy\u017eaduje odborn\u00e9 znalosti a sk\u00fasenosti, ale Generative AI m\u00f4\u017ee podpori\u0165 t\u00edmy prostredn\u00edctvom pr\u00edkladov a pr\u00edru\u010diek, ako aj odpor\u00fa\u010dan\u00edm konkr\u00e9tnych n\u00e1strojov a osved\u010den\u00fdch postupov pre ich jedine\u010dn\u00e9 po\u017eiadavky.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Vytvorenie_testovacieho_pripadu\"><\/span><em><strong>Vytvorenie testovacieho pr\u00edpadu<\/strong><\/em><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p><span style=\"font-weight: 400;\">T\u00edmy QA m\u00f4\u017eu pou\u017e\u00edva\u0165 LLM na anal\u00fdzu k\u00f3du, po\u017eiadaviek pou\u017e\u00edvate\u013eov a \u0161pecifik\u00e1ci\u00ed softv\u00e9ru, aby pochopili z\u00e1kladn\u00e9 vz\u0165ahy v syst\u00e9me. Ke\u010f umel\u00e1 inteligencia pozn\u00e1 vstupy a v\u00fdstupy a o\u010dak\u00e1van\u00e9 spr\u00e1vanie softv\u00e9ru, m\u00f4\u017ee za\u010da\u0165 vytv\u00e1ra\u0165 testovacie pr\u00edpady, ktor\u00e9 otestuj\u00fa softv\u00e9r.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">V\u00fdhody v tomto pr\u00edpade presahuj\u00fa r\u00e1mec \u00faspory \u010dasu a manu\u00e1lneho k\u00f3dovania. Vytv\u00e1ranie testovac\u00edch pr\u00edpadov pomocou umelej inteligencie m\u00f4\u017ee vies\u0165 aj ku komplexnej\u0161iemu pokrytiu, preto\u017ee m\u00f4\u017ee presk\u00fama\u0165 oblasti, ktor\u00e9 by in\u017einieri QA nemuseli bra\u0165 do \u00favahy, \u010do vedie k spo\u013eahlivej\u0161\u00edm zostav\u00e1m.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Vyhladavanie_a_riesenie_chyb\"><\/span><em><strong>Vyh\u013ead\u00e1vanie a rie\u0161enie ch\u00fdb<\/strong><\/em><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p><span style=\"font-weight: 400;\">Strojov\u00e9 u\u010denie umo\u017e\u0148uje odborn\u00edkom na zabezpe\u010denie kvality v\u00fdrazne skr\u00e1ti\u0165 \u010das potrebn\u00fd na n\u00e1jdenie a vyrie\u0161enie ch\u00fdb. Pri testovan\u00ed softv\u00e9ru sa mnoh\u00e9 chyby daj\u00fa \u013eahko n\u00e1js\u0165. V mnoh\u00fdch pr\u00edpadoch je to v\u0161ak n\u00e1ro\u010dn\u00fd a zd\u013ahav\u00fd proces. Generat\u00edvna umel\u00e1 inteligencia dok\u00e1\u017ee vykon\u00e1va\u0165 kontroly za zlomok \u010dasu manu\u00e1lnych pracovn\u00edkov a pom\u00e1ha upozorni\u0165 aj na tie najodolnej\u0161ie chyby. Okrem toho tieto n\u00e1stroje AI dok\u00e1\u017eu identifikovan\u00e9 chyby aj vyrie\u0161i\u0165, \u010d\u00edm \u0161etria nekone\u010dn\u00e9 mno\u017estvo \u010dasu t\u00edmov QA.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Testovanie_pouzivatelskeho_rozhrania\"><\/span><em><strong>Testovanie pou\u017e\u00edvate\u013esk\u00e9ho rozhrania<\/strong><\/em><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p><span style=\"font-weight: 400;\">Generat\u00edvne n\u00e1stroje umelej inteligencie dok\u00e1\u017eu simulova\u0165 r\u00f4zne spr\u00e1vania pou\u017e\u00edvate\u013eov a interakcie so softv\u00e9rov\u00fdmi syst\u00e9mami. Tieto met\u00f3dy m\u00f4\u017eu v\u00fdvojov\u00fdm t\u00edmom poskytn\u00fa\u0165 istotu, \u017ee ich rozhranie zvl\u00e1dne \u0161irok\u00fa \u0161k\u00e1lu pou\u017eit\u00ed \u010dlovek-po\u010d\u00edta\u010d. Generat\u00edvna umel\u00e1 inteligencia navy\u0161e dok\u00e1\u017ee analyzova\u0165 aj \u00fadaje o pou\u017e\u00edvate\u013eskom rozhran\u00ed a heatmapy a navrhova\u0165, ako zlep\u0161i\u0165 pou\u017e\u00edvate\u013esk\u00e9 rozhranie a urobi\u0165 ho pou\u017e\u00edvate\u013esky pr\u00edvetivej\u0161\u00edm.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Buducnost_kopilotov_a_generativnej_AI\"><\/span><strong>Bud\u00facnos\u0165 kopilotov a generat\u00edvnej AI<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"v_oblasti_testovania_softveru_a_RPA\"><\/span><strong>  v oblasti testovania softv\u00e9ru 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=\"Bud\u00facnos\u0165 kopilotov a generat\u00edvnej AI v testovan\u00ed softv\u00e9ru 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;\">Hoci s\u00fa\u010dasn\u00e9 vyu\u017e\u00edvanie kopilotov a generat\u00edvnej umelej inteligencie v automatiz\u00e1cii softv\u00e9ru je u\u017e teraz vzru\u0161uj\u00face, bud\u00facnos\u0165 je e\u0161te s\u013eubnej\u0161ia.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Bud\u00facnos\u0165 kopilota a generat\u00edvnej umelej inteligencie z\u00e1vis\u00ed od vylep\u0161en\u00ed, ktor\u00e9 mo\u017eno v t\u00fdchto produktoch vykona\u0165. Ned\u00e1vna \u0161t\u00fadia z Purdue University s n\u00e1zvom  <\/span><a href=\"https:\/\/arxiv.org\/pdf\/2308.02312.pdf\"><span style=\"font-weight: 400;\">Kto na to odpovie lep\u0161ie? H\u013abkov\u00e1 anal\u00fdza odpoved\u00ed na ot\u00e1zky softv\u00e9rov\u00e9ho in\u017einierstva na port\u00e1loch ChatGPT a Stack Overflow<\/span><\/a><span style=\"font-weight: 400;\">  zd\u00f4raz\u0148uje niektor\u00e9 obmedzenia generat\u00edvnych modelov umelej inteligencie.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">V\u00fdskumn\u00edci poskytli ChatGPT viac ako 500 ot\u00e1zok zo Stack Overflow. N\u00e1stroj AI odpovedal na viac ako polovicu ot\u00e1zok nepresne. Teraz je d\u00f4le\u017eit\u00e9 poznamena\u0165, \u017ee jedn\u00fdm z najv\u00fdznamnej\u0161\u00edch probl\u00e9mov, ktor\u00e9 v\u00fdskumn\u00edci zaznamenali, bolo, \u017ee umel\u00e1 inteligencia naj\u010dastej\u0161ie zlyh\u00e1vala, preto\u017ee spr\u00e1vne nerozumela ot\u00e1zkam. Tento detail zd\u00f4raz\u0148uje v\u00fdznam pohotov\u00e9ho in\u017einierstva v r\u00e1mci generat\u00edvnej umelej inteligencie.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Okrem toho spolo\u010dnosti Google aj Amazon tento rok uskuto\u010dnili nez\u00e1visl\u00e9 testy, aby zistili kvalitu n\u00e1strojov generat\u00edvnej umelej inteligencie v r\u00e1mci ot\u00e1zok na pohovore. V oboch pr\u00edpadoch sa n\u00e1stroju podarilo odpoveda\u0165 na testovacie ot\u00e1zky dostato\u010dne dobre na to, aby z\u00edskal poz\u00edciu, ako uv\u00e1dza  <\/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 teda zrejm\u00e9, \u017ee v tejto technol\u00f3gii sa nach\u00e1dzame v bode, v ktorom je potenci\u00e1l, ale je potrebn\u00e9 doladi\u0165 niektor\u00e9 drobnosti. Rozsah, v akom sa tieto n\u00e1stroje v posledn\u00fdch rokoch zdokonalili, n\u00e1m d\u00e1va istotu, \u017ee sa dostan\u00fa na po\u017eadovan\u00fa \u00farove\u0148 a pravdepodobne aj v predstihu.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Teraz sa m\u00f4\u017eeme pozrie\u0165 na niektor\u00e9 oblasti, v ktor\u00fdch tieto technol\u00f3gie ovplyvnia bud\u00facnos\u0165 testovania v\u00fdvoja softv\u00e9ru.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_Hyperautomatizacia\"><\/span><strong>1. Hyperautomatiz\u00e1cia<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Hyperautomatiz\u00e1cia opisuje cie\u013e v\u00fdvoja podniku, v ktorom bude ka\u017ed\u00fd proces, ktor\u00fd sa d\u00e1 automatizova\u0165, automatizovan\u00fd. Ide o holistick\u00fd pr\u00edstup k produktivite, ktor\u00fd je navz\u00e1jom ve\u013emi prepojen\u00fd.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Z h\u013eadiska v\u00fdvoja softv\u00e9ru nie je \u0165a\u017ek\u00e9 predstavi\u0165 si centralizovan\u00fd syst\u00e9m s doh\u013eadom nad po\u017eiadavkami na obchodn\u00e9 procesy. Syst\u00e9m pochop\u00ed a identifikuje potreby a efekt\u00edvnos\u0165 a neust\u00e1le identifikuje oblasti, ktor\u00e9 je potrebn\u00e9 zlep\u0161i\u0165 prostredn\u00edctvom technol\u00f3gie.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">S rozvojom podnikov bud\u00fa tieto centralizovan\u00e9 syst\u00e9my vyu\u017e\u00edva\u0165 generat\u00edvnu umel\u00fa inteligenciu na vytv\u00e1ranie aplik\u00e1ci\u00ed, ktor\u00e9 bud\u00fa automaticky rie\u0161i\u0165 \u00fazke miesta a neefekt\u00edvnos\u0165 alebo mo\u017eno pos\u00fava\u0165 konkr\u00e9tne \u00falohy na dokon\u010denie in\u017einierom.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_Navrhovanie_softverovych_architektur\"><\/span><strong>2. Navrhovanie softv\u00e9rov\u00fdch architekt\u00far<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">S dostato\u010dn\u00fdm mno\u017estvom \u00fadajov by n\u00e1stroje umelej inteligencie mohli pochopi\u0165 osved\u010den\u00e9 postupy v oblasti softv\u00e9rovej architekt\u00fary a n\u00e1js\u0165 sp\u00f4soby, ako tieto n\u00e1vrhy vylep\u0161i\u0165, aby boli maxim\u00e1lne efekt\u00edvne. Strojov\u00e9 u\u010denie je o h\u013eadan\u00ed vzorcov a vz\u0165ahov, ktor\u00e9 s\u00fa mimo r\u00e1mca \u013eudskej mysle.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Ak maj\u00fa n\u00e1stroje umelej inteligencie dostato\u010dn\u00e9 znalosti o r\u00f4znych aplik\u00e1ci\u00e1ch, m\u00f4\u017eeme im da\u0165 pokyn, aby oh\u00fdbali predch\u00e1dzaj\u00face architekt\u00fary pod\u013ea nov\u00fdch po\u017eiadaviek, \u010do vedie k efekt\u00edvnej\u0161\u00edm zostav\u00e1m alebo dokonca k n\u00e1padom, ktor\u00e9 by sa inak nezoh\u013eadnili.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_Modernizacia_starsich_systemov\"><\/span><strong>3. Moderniz\u00e1cia star\u0161\u00edch syst\u00e9mov<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Hoci \u017eiadny softv\u00e9r nie je nikdy dokonal\u00fd, existuje mnoho n\u00e1strojov, ktor\u00e9 st\u00e1le odv\u00e1dzaj\u00fa vynikaj\u00facu pr\u00e1cu a s\u00fa tak hlboko zakorenen\u00e9 v infra\u0161trukt\u00fare spolo\u010dnosti, \u017ee je \u0165a\u017ek\u00e9 ich nahradi\u0165. Prisp\u00f4sobenie t\u00fdchto syst\u00e9mov m\u00f4\u017ee by\u0165 n\u00e1ro\u010dn\u00e9, najm\u00e4 ak boli nap\u00edsan\u00e9 pomocou softv\u00e9rov\u00e9ho k\u00f3du, ktor\u00fd vy\u0161iel z m\u00f3dy.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">V bud\u00facnosti bud\u00fa n\u00e1stroje generat\u00edvnej umelej inteligencie schopn\u00e9 konvertova\u0165 tento k\u00f3d do jazyka du jour, \u010do t\u00edmom umo\u017en\u00ed zachova\u0165 ich star\u0161ie syst\u00e9my a v mnoh\u00fdch pr\u00edpadoch ich aj vylep\u0161i\u0165.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"4_Zlepsenie_nizkokodoveho_a_nekodoveho_vyvoja\"><\/span><strong>4. Zlep\u0161enie n\u00edzkok\u00f3dov\u00e9ho a nek\u00f3dov\u00e9ho v\u00fdvoja<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Jednou z v\u00fdziev automatizovan\u00e9ho testovania softv\u00e9ru prostredn\u00edctvom n\u00e1strojov generat\u00edvnej umelej inteligencie, ktor\u00fa sme identifikovali vy\u0161\u0161ie, bola situ\u00e1cia, ke\u010f k\u00f3der nemal dostato\u010dn\u00e9 znalosti a sk\u00fasenosti na overenie v\u00fdstupu.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Kopiloti s umelou inteligenciou pom\u00f4\u017eu roz\u0161\u00edri\u0165 n\u00edzkok\u00f3dov\u00e9 n\u00e1stroje o lep\u0161ie n\u00e1vrhy, ktor\u00e9 poved\u00fa k robustn\u00fdm aplik\u00e1ci\u00e1m. Sofistikovan\u00e9 testovacie n\u00e1stroje umo\u017enia \u013eudsk\u00fdm oper\u00e1torom vo\u013en\u00fa tvoriv\u00fa ruku pri neust\u00e1lom overovan\u00ed ich pr\u00e1ce a otvoria dvere netechnick\u00fdm profesion\u00e1lom pri vytv\u00e1ran\u00ed potrebn\u00fdch aplik\u00e1ci\u00ed.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Vyhody_generativnej_umelej_inteligencie_pri_testovani_softveru\"><\/span><strong>V\u00fdhody generat\u00edvnej umelej inteligencie pri testovan\u00ed softv\u00e9ru<\/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\u00e9 in\u017einierstvo v oblasti automatiz\u00e1cie testovania softv\u00e9ru a rpa (robotick\u00e1 automatiz\u00e1cia procesov)\" 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\u017e\u00edvanie generat\u00edvnej umelej inteligencie na testovanie softv\u00e9ru m\u00e1 mnoho v\u00fdhod, ktor\u00e9 z neho robia atrakt\u00edvnu mo\u017enos\u0165 pre v\u00fdvojov\u00e9 t\u00edmy, ktor\u00e9 chc\u00fa pracova\u0165 r\u00fdchlej\u0161ie, ale bez kompromisov v kvalite.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_Urychlenie_zivotneho_cyklu_vyvoja_softveru\"><\/span><strong>1. Ur\u00fdchlenie \u017eivotn\u00e9ho cyklu v\u00fdvoja softv\u00e9ru<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">V\u00fdvoj\u00e1ri s\u00fa pod neust\u00e1lym tlakom a musia pracova\u0165 dlh\u00e9 hodiny, aby sa softv\u00e9r a nov\u00e9 funkcie dostali na trh v\u010das. Aj ke\u010f agiln\u00e9 metodiky\/DevOps zabezpe\u010dili efekt\u00edvnej\u0161\u00ed v\u00fdvoj, st\u00e1le existuj\u00fa jednotliv\u00e9 f\u00e1zy v\u00fdvoja, ktor\u00e9 by bolo vhodn\u00e9 \u010falej zefekt\u00edvni\u0165.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Generat\u00edvne n\u00e1stroje AI umo\u017e\u0148uj\u00fa testovac\u00edm t\u00edmom rie\u0161i\u0165 r\u00f4zne f\u00e1zy SDLC, od generovania prototypov a\u017e po testovanie pou\u017e\u00edvate\u013esk\u00e9ho rozhrania.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_Komplexna_detekcia_chyb\"><\/span><strong>2. Komplexn\u00e1 detekcia ch\u00fdb<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Jedno z najv\u00fdkonnej\u0161\u00edch vyu\u017eit\u00ed umelej inteligencie pri testovan\u00ed softv\u00e9ru vypl\u00fdva zo schopnosti tejto technol\u00f3gie porovn\u00e1va\u0165 ve\u013ek\u00e9 s\u00fabory \u00fadajov. N\u00e1stroje ML dok\u00e1\u017eu analyzova\u0165 rozsiahle s\u00fabory \u00fadajov (vr\u00e1tane k\u00f3du) s cie\u013eom vytvori\u0165 \u00falo\u017eisko inform\u00e1ci\u00ed a o\u010dak\u00e1van\u00fdch modelov.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Ke\u010f v\u00fdvoj\u00e1ri odovzd\u00e1vaj\u00fa k\u00f3d, m\u00f4\u017eu ho porovna\u0165 s t\u00fdmito modelmi, ktor\u00e9 m\u00f4\u017eu pouk\u00e1za\u0165 na neo\u010dak\u00e1van\u00e9 scen\u00e1re, z\u00e1vislosti a zranite\u013enosti, \u010do umo\u017en\u00ed zlep\u0161i\u0165 k\u00f3d po\u010das cel\u00e9ho procesu v\u00fdvoja.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_Zlepsene_pokrytie_testov\"><\/span><strong>3. Zlep\u0161en\u00e9 pokrytie testov<\/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\u010denia s\u00fa vytvoren\u00e9 na anal\u00fdzu a pochopenie rozsiahlych s\u00faborov \u00fadajov. Pri aplik\u00e1cii na testovanie softv\u00e9ru umo\u017e\u0148uje t\u00edmom zv\u00fd\u0161i\u0165 rozsah testovania softv\u00e9ru. V\u00fdhody s\u00fa v\u00e4\u010d\u0161ie ako len odstr\u00e1nenie \u013eudskej pr\u00e1ce z rovnice s cie\u013eom u\u0161etri\u0165 peniaze; umel\u00e1 inteligencia tie\u017e vedie k ove\u013ea komplexnej\u0161iemu typu testovania, ktor\u00e9 umo\u017e\u0148uje lep\u0161ie odha\u013eova\u0165 chyby v komplexnom s\u00fabore scen\u00e1rov.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"4_Znizenie_nakladov\"><\/span><strong>4. Zn\u00ed\u017eenie n\u00e1kladov<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">V porovnan\u00ed so zamestn\u00e1van\u00edm t\u00edmu QA in\u017einierov a ich vyu\u017e\u00edvan\u00edm na opakovan\u00e9 a \u010dasovo n\u00e1ro\u010dn\u00e9 \u00falohy testovania softv\u00e9ru s\u00fa generat\u00edvna AI a RPA r\u00fdchlej\u0161ie a n\u00e1kladovo efekt\u00edvnej\u0161ie.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">S rast\u00facou konkurenciou vo svete v\u00fdvoja softv\u00e9ru rastie v\u00fdznam h\u013eadania sp\u00f4sobov, ako dod\u00e1va\u0165 kvalitn\u00e9 a trvanliv\u00e9 produkty s n\u00edzkym rozpo\u010dtom. Generat\u00edvne n\u00e1stroje umelej inteligencie a kopiloti m\u00f4\u017eu zn\u00ed\u017ei\u0165 z\u00e1vislos\u0165 na in\u017einieroch a umo\u017eni\u0165 im vykon\u00e1va\u0165 pr\u00e1cu orientovan\u00fa na hodnotu a vies\u0165 k men\u0161iemu objemu zostaven\u00ed.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Znamenaju_generativne_nastroje_AI_koniec\"><\/span><strong>Znamenaj\u00fa generat\u00edvne n\u00e1stroje AI koniec<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"ludskych_softverovych_inzinierov\"><\/span><strong>  \u013eudsk\u00fdch softv\u00e9rov\u00fdch in\u017einierov?<\/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\u00fa generat\u00edvne n\u00e1stroje AI koniec \u013eudsk\u00fdch softv\u00e9rov\u00fdch in\u017einierov?\" 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;\">Napriek zjavn\u00fdm v\u00fdhod\u00e1m m\u00f4\u017ee ka\u017ed\u00fd automatiza\u010dn\u00fd n\u00e1stroj v pracovn\u00edkoch vyvola\u0165 obavy o ich bud\u00facnos\u0165. Hoci ide o norm\u00e1lnu reakciu, r\u00fdchlos\u0165 a rozsah generat\u00edvnej umelej inteligencie znamenaj\u00fa, \u017ee obavy s\u00fa rozsiahlej\u0161ie ako zvy\u010dajne. Hoci tieto n\u00e1stroje dok\u00e1\u017eu automatizova\u0165 mnoh\u00e9 \u00falohy, nem\u00f4\u017eu vykon\u00e1va\u0165 v\u0161etky \u00falohy, ktor\u00e9 vykon\u00e1vaj\u00fa softv\u00e9rov\u00ed in\u017einieri. Pochopenie mo\u017enost\u00ed technol\u00f3gie, ako aj jej obmedzen\u00ed, je pre in\u017einierov a ved\u00facich pracovn\u00edkov nevyhnutn\u00e9.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Prv\u00e1 vec, ktor\u00fa si \u013eudia musia uvedomi\u0165, je, \u017ee n\u00e1stroje na automatiz\u00e1ciu testovania vyu\u017e\u00edvaj\u00face umel\u00fa inteligenciu existuj\u00fa na trhu u\u017e dlh\u0161\u00ed \u010das. V\u010faka pou\u017e\u00edvate\u013esky pr\u00edvetivej povahe generat\u00edvnej AI je v\u0161ak schopn\u00e1 \u010fal\u0161ej flexibility.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Jednou z prv\u00fdch vec\u00ed, ktor\u00e9 mus\u00edme vzia\u0165 do \u00favahy, je, \u017ee generat\u00edvna umel\u00e1 inteligencia funguje najlep\u0161ie pri v\u00fdstupoch, ktor\u00e9 mo\u017eno overi\u0165. Toto je k\u013e\u00fa\u010dov\u00fd bod. Z podstaty toho, ako s\u00fa LLM vy\u0161kolen\u00ed, vypl\u00fdva, \u017ee urobia v\u0161etko pre to, aby v\u00e1m dali odpove\u010f, aj ke\u010f to ob\u010das znamen\u00e1 &#8222;halucin\u00e1cie&#8220; faktov, odkazov a argumentov.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Ak m\u00e1te dostato\u010dn\u00e9 znalosti k\u00f3dovania, budete teraz schopn\u00ed pre\u010d\u00edta\u0165 a overi\u0165 ak\u00fdko\u013evek text, ktor\u00fd generat\u00edvna umel\u00e1 inteligencia vyp\u00ed\u0161e, a zachyti\u0165 pr\u00edpadn\u00e9 chyby. Ak ste program\u00e1tor, ktor\u00fd pou\u017e\u00edva generat\u00edvnu umel\u00fa inteligenciu namiesto toho, aby vedel programova\u0165, nebudete schopn\u00ed tieto chyby zachyti\u0165.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Z tohto poh\u013eadu bud\u00fa kvalifikovan\u00ed in\u017einieri st\u00e1le d\u00f4le\u017eitou s\u00fa\u010das\u0165ou ekosyst\u00e9mu v\u00fdvoja softv\u00e9ru. St\u00e1le sa od nich bude vy\u017eadova\u0165 testovanie z h\u013eadiska doh\u013eadu aj praxe.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u010eal\u0161ie obmedzenie generat\u00edvnej umelej inteligencie pre testovanie softv\u00e9ru sa t\u00fdka mobiln\u00e9ho testovania. Napr\u00edklad ChatGPT je dobr\u00e1 mo\u017enos\u0165 na testovanie pou\u017e\u00edvate\u013esk\u00fdch rozhran\u00ed webov\u00fdch str\u00e1nok. Nem\u00e1 v\u0161ak pr\u00edstup k r\u00f4znym mobiln\u00fdm zariadeniam. Pri takom mno\u017estve r\u00f4znych telef\u00f3nov a modelov na trhu zaost\u00e1va za s\u00fa\u010dasn\u00fdm softv\u00e9rom na automatiz\u00e1ciu testovania, ako je ZAPTEST. Ani tento probl\u00e9m nie je zanedbate\u013enou prek\u00e1\u017ekou. Viac ako  <\/span><a href=\"https:\/\/explodingtopics.com\/blog\/mobile-internet-traffic\"><br \/>\n  <span style=\"font-weight: 400;\">polovica v\u0161etk\u00fdch pou\u017e\u00edvate\u013eov internetu vyu\u017e\u00edva mobiln\u00e9 zariadenia.<\/span><br \/>\n<\/a><span style=\"font-weight: 400;\">a toto \u010d\u00edslo sa ka\u017edoro\u010dne zvy\u0161uje.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Generat\u00edvna umel\u00e1 inteligencia s\u00edce prevezme mnoho povinnost\u00ed od v\u00fdvoj\u00e1rov, ale bez rozsiahlych zmien v testovacej infra\u0161trukt\u00fare a schopnosti overova\u0165 v\u00fdstupy nezbav\u00ed t\u00fdchto odborn\u00edkov funkcie.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Zaverecne_myslienky\"><\/span><strong>Z\u00e1vere\u010dn\u00e9 my\u0161lienky<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Testovanie softv\u00e9ru a RPA sa neust\u00e1le zlep\u0161uj\u00fa. S pr\u00edchodom nov\u00fdch technol\u00f3gi\u00ed a met\u00f3d si obe discipl\u00edny osvojuj\u00fa osved\u010den\u00e9 postupy, ktor\u00e9 pom\u00e1haj\u00fa t\u00edmom QA poskytova\u0165 r\u00fdchlej\u0161ie a komplexnej\u0161ie testovanie za zlomok ceny manu\u00e1lneho testovania.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">K\u00fdm zlep\u0161enie rozsahu testov a zn\u00ed\u017eenie \u013eudsk\u00fdch ch\u00fdb a n\u00e1kladov s\u00fa niektor\u00e9 z najzrejmej\u0161\u00edch v\u00fdhod testovania s umelou inteligenciou, pom\u00e1ha to t\u00edmom prija\u0165 pr\u00edstup kontinu\u00e1lnej integr\u00e1cie a nasadenia (CI\/CD).  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Vzh\u013eadom na to, \u017ee o\u010dak\u00e1vania spotrebite\u013eov a konkurencia s\u00fa vy\u0161\u0161ie ako kedyko\u013evek predt\u00fdm, generat\u00edvna umel\u00e1 inteligencia pon\u00faka t\u00edmom sp\u00f4sob, ako zabezpe\u010di\u0165 r\u00fdchle a efekt\u00edvne testy bez toho, aby sa zn\u00ed\u017eila kvalita.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>&#8222;Toto je naj\u00fa\u017easnej\u0161ia aplik\u00e1cia strojov\u00e9ho u\u010denia, ak\u00fa som kedy videl.&#8220; Mike Krieger, spoluzakladate\u013e Instagramu. &nbsp; Slov\u00e1 Mika Kriegera nie s\u00fa hyperbolou. Hoci ML dok\u00e1\u017ee pozoruhodn\u00e9 veci, pokia\u013e ide o anal\u00fdzu \u00fadajov a poznatky, GitHub Copilot \u00faplne men\u00ed pravidl\u00e1 hry, preto\u017ee m\u00f4\u017ee by\u0165 u\u017eito\u010dn\u00fd pre v\u00fdvoj\u00e1rov produktov na celom svete. K\u00f3dovac\u00ed kopiloti a generat\u00edvna umel\u00e1 inteligencia [&hellip;]<\/p>\n","protected":false},"author":14624,"featured_media":71682,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_seopress_robots_primary_cat":"none","_seopress_titles_title":"Vplyv kopilotov a generat\u00edvnej AI na RPA \/ testovanie softv\u00e9ru","_seopress_titles_desc":"Od vplyvu kopilotov a generat\u00edvnej umelej inteligencie na v\u00fdvoj softv\u00e9ru, testovanie a RPA a\u017e po bud\u00facnos\u0165 t\u00fdchto technol\u00f3gi\u00ed - dozviete sa v\u0161etko, \u010do treba vedie\u0165!","_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":[492],"tags":[],"class_list":{"0":"post-71654","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-ai-sk"},"acf":{"short_name":"Kopiloti a generat\u00edvna umel\u00e1 inteligencia v RPA \/ Testovanie softv\u00e9ru"},"_links":{"self":[{"href":"https:\/\/www.zaptest.com\/sk\/wp-json\/wp\/v2\/posts\/71654","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.zaptest.com\/sk\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.zaptest.com\/sk\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.zaptest.com\/sk\/wp-json\/wp\/v2\/users\/14624"}],"replies":[{"embeddable":true,"href":"https:\/\/www.zaptest.com\/sk\/wp-json\/wp\/v2\/comments?post=71654"}],"version-history":[{"count":1,"href":"https:\/\/www.zaptest.com\/sk\/wp-json\/wp\/v2\/posts\/71654\/revisions"}],"predecessor-version":[{"id":71672,"href":"https:\/\/www.zaptest.com\/sk\/wp-json\/wp\/v2\/posts\/71654\/revisions\/71672"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.zaptest.com\/sk\/wp-json\/wp\/v2\/media\/71682"}],"wp:attachment":[{"href":"https:\/\/www.zaptest.com\/sk\/wp-json\/wp\/v2\/media?parent=71654"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.zaptest.com\/sk\/wp-json\/wp\/v2\/categories?post=71654"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.zaptest.com\/sk\/wp-json\/wp\/v2\/tags?post=71654"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}