{"id":71603,"date":"2023-11-04T13:14:40","date_gmt":"2023-11-04T13:14:40","guid":{"rendered":"https:\/\/www.zaptest.com\/impactul-copilotului-si-al-inteligentei-artificiale-generative-in-rpa-si-testarea-software-prezent-si-viitor"},"modified":"2023-11-04T13:14:40","modified_gmt":"2023-11-04T13:14:40","slug":"impactul-copilotului-si-al-inteligentei-artificiale-generative-in-rpa-si-testarea-software-prezent-si-viitor","status":"publish","type":"post","link":"https:\/\/www.zaptest.com\/ro\/impactul-copilotului-si-al-inteligentei-artificiale-generative-in-rpa-si-testarea-software-prezent-si-viitor","title":{"rendered":"Impactul copilotului \u0219i al inteligen\u021bei artificiale generative \u00een RPA \u0219i testarea software &#8211; prezent \u0219i viitor"},"content":{"rendered":"<h1><\/h1>\n<p><em><strong>&#8222;Aceasta este cea mai uluitoare aplica\u021bie de \u00eenv\u0103\u021bare automat\u0103 pe care am v\u0103zut-o vreodat\u0103.&#8221;<\/strong><\/em><\/p>\n<p><span style=\"font-weight: 400;\">Mike Krieger, co-fondator al Instagram.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Cuvintele lui Mike Krieger nu sunt o hiperbol\u0103. \u00cen timp ce ML este capabil de unele lucruri remarcabile \u00een ceea ce prive\u0219te analiza \u0219i \u00een\u021belegerea datelor, GitHub Copilot este o schimbare total\u0103 a jocului datorit\u0103 utilit\u0103\u021bii poten\u021biale pe care o poate oferi dezvoltatorilor de produse din \u00eentreaga lume.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Copilo\u021bii de codare \u0219i inteligen\u021ba artificial\u0103 generativ\u0103 ajut\u0103 echipele s\u0103 deblocheze beneficii uria\u0219e, cum ar fi accelerarea ciclului de via\u021b\u0103 al dezvolt\u0103rii de software la viteze inimaginabile p\u00e2n\u0103 acum. Cu toate acestea, impactul tehnologiei asupra RPA \u0219i a test\u0103rii de software sunt dou\u0103 dintre cele mai interesante frontiere ale acestei tehnologii uimitoare.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u00cen acest articol, vom analiza modul \u00een care copilo\u021bii de codare \u0219i inteligen\u021ba artificial\u0103 generativ\u0103 au modificat lumea test\u0103rii software \u0219i RPA \u00een prezent, \u00eenainte de a explora impactul lor viitor asupra tehnologiei.<\/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\/ro\/impactul-copilotului-si-al-inteligentei-artificiale-generative-in-rpa-si-testarea-software-prezent-si-viitor\/#Copiloti_si_AI_generativa_in\" >Copilo\u021bi \u0219i AI generativ\u0103 \u00een<\/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\/ro\/impactul-copilotului-si-al-inteligentei-artificiale-generative-in-rpa-si-testarea-software-prezent-si-viitor\/#dezvoltarea_de_software_Un_abecedar\" >dezvoltarea de software: Un abecedar<\/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\/ro\/impactul-copilotului-si-al-inteligentei-artificiale-generative-in-rpa-si-testarea-software-prezent-si-viitor\/#1_Codificatori_auto_cu_inteligenta_artificiala\" >1. Codificatori auto cu inteligen\u021b\u0103 artificial\u0103<\/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\/ro\/impactul-copilotului-si-al-inteligentei-artificiale-generative-in-rpa-si-testarea-software-prezent-si-viitor\/#2_Cum_functioneaza_copilotii_de_codificare\" >2. Cum func\u021bioneaz\u0103 copilo\u021bii de codificare?<\/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\/ro\/impactul-copilotului-si-al-inteligentei-artificiale-generative-in-rpa-si-testarea-software-prezent-si-viitor\/#3_Cum_ramane_cu_AI_generativa_pentru_codare_si_dezvoltare\" >3. Cum r\u0103m\u00e2ne cu AI generativ\u0103 pentru codare \u0219i dezvoltare?<\/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\/ro\/impactul-copilotului-si-al-inteligentei-artificiale-generative-in-rpa-si-testarea-software-prezent-si-viitor\/#Evolutia_testarii_software\" >Evolu\u021bia test\u0103rii software<\/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\/ro\/impactul-copilotului-si-al-inteligentei-artificiale-generative-in-rpa-si-testarea-software-prezent-si-viitor\/#1_Testarea_manuala\" >1. Testarea manual\u0103:<\/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\/ro\/impactul-copilotului-si-al-inteligentei-artificiale-generative-in-rpa-si-testarea-software-prezent-si-viitor\/#2_Testarea_cu_scripturi\" >2. Testarea cu scripturi:<\/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\/ro\/impactul-copilotului-si-al-inteligentei-artificiale-generative-in-rpa-si-testarea-software-prezent-si-viitor\/#3_Automatizarea_testelor\" >3. Automatizarea testelor:<\/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\/ro\/impactul-copilotului-si-al-inteligentei-artificiale-generative-in-rpa-si-testarea-software-prezent-si-viitor\/#4_Testarea_bazata_pe_date\" >4. Testarea bazat\u0103 pe date:<\/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\/ro\/impactul-copilotului-si-al-inteligentei-artificiale-generative-in-rpa-si-testarea-software-prezent-si-viitor\/#5_Testarea_generativa_a_IA\" >5. Testarea generativ\u0103 a IA:<\/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\/ro\/impactul-copilotului-si-al-inteligentei-artificiale-generative-in-rpa-si-testarea-software-prezent-si-viitor\/#Utilizarea_in_prezent_a_copilotului_si\" >Utilizarea \u00een prezent a copilotului \u0219i<\/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\/ro\/impactul-copilotului-si-al-inteligentei-artificiale-generative-in-rpa-si-testarea-software-prezent-si-viitor\/#Inteligenta_artificiala_generativa_in_testarea_software_si_RPA\" >Inteligen\u021ba artificial\u0103 generativ\u0103 \u00een testarea software \u0219i 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\/ro\/impactul-copilotului-si-al-inteligentei-artificiale-generative-in-rpa-si-testarea-software-prezent-si-viitor\/#1_Cazuri_de_utilizare_a_IA_copilot_si_generativa_in_testarea_software_si_RPA\" >1. Cazuri de utilizare a IA copilot \u0219i generativ\u0103 \u00een testarea software \u0219i 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\/ro\/impactul-copilotului-si-al-inteligentei-artificiale-generative-in-rpa-si-testarea-software-prezent-si-viitor\/#Analiza_cerintelor\" >Analiza cerin\u021belor<\/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\/ro\/impactul-copilotului-si-al-inteligentei-artificiale-generative-in-rpa-si-testarea-software-prezent-si-viitor\/#Planificarea_testelor\" >Planificarea testelor<\/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\/ro\/impactul-copilotului-si-al-inteligentei-artificiale-generative-in-rpa-si-testarea-software-prezent-si-viitor\/#Crearea_cazurilor_de_testare\" >Crearea cazurilor de testare<\/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\/ro\/impactul-copilotului-si-al-inteligentei-artificiale-generative-in-rpa-si-testarea-software-prezent-si-viitor\/#Gasirea_si_rezolvarea_erorilor\" >G\u0103sirea \u0219i rezolvarea erorilor<\/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\/ro\/impactul-copilotului-si-al-inteligentei-artificiale-generative-in-rpa-si-testarea-software-prezent-si-viitor\/#Testarea_UI\" >Testarea UI<\/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\/ro\/impactul-copilotului-si-al-inteligentei-artificiale-generative-in-rpa-si-testarea-software-prezent-si-viitor\/#Viitorul_copilotului_si_inteligenta_artificiala_generativa\" >Viitorul copilotului \u0219i inteligen\u021ba artificial\u0103 generativ\u0103<\/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\/ro\/impactul-copilotului-si-al-inteligentei-artificiale-generative-in-rpa-si-testarea-software-prezent-si-viitor\/#in_Testare_software_si_RPA\" >\u00een Testare software \u0219i 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\/ro\/impactul-copilotului-si-al-inteligentei-artificiale-generative-in-rpa-si-testarea-software-prezent-si-viitor\/#1_Hiperautomatizare\" >1. Hiperautomatizare<\/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\/ro\/impactul-copilotului-si-al-inteligentei-artificiale-generative-in-rpa-si-testarea-software-prezent-si-viitor\/#2_Proiectarea_arhitecturilor_software\" >2. Proiectarea arhitecturilor software<\/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\/ro\/impactul-copilotului-si-al-inteligentei-artificiale-generative-in-rpa-si-testarea-software-prezent-si-viitor\/#3_Modernizarea_sistemelor_existente\" >3. Modernizarea sistemelor existente<\/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\/ro\/impactul-copilotului-si-al-inteligentei-artificiale-generative-in-rpa-si-testarea-software-prezent-si-viitor\/#4_Imbunatatirea_dezvoltarii_low-code_si_no-code\" >4. \u00cembun\u0103t\u0103\u021birea dezvolt\u0103rii low-code \u0219i no-code<\/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\/ro\/impactul-copilotului-si-al-inteligentei-artificiale-generative-in-rpa-si-testarea-software-prezent-si-viitor\/#Beneficiile_inteligentei_artificiale_generative_in_testarea_software\" >Beneficiile inteligen\u021bei artificiale generative \u00een testarea software<\/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\/ro\/impactul-copilotului-si-al-inteligentei-artificiale-generative-in-rpa-si-testarea-software-prezent-si-viitor\/#1_Accelerarea_ciclului_de_viata_al_dezvoltarii_de_software\" >1. Accelerarea ciclului de via\u021b\u0103 al dezvolt\u0103rii de software<\/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\/ro\/impactul-copilotului-si-al-inteligentei-artificiale-generative-in-rpa-si-testarea-software-prezent-si-viitor\/#2_Detectarea_completa_a_erorilor\" >2. Detectarea complet\u0103 a erorilor<\/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\/ro\/impactul-copilotului-si-al-inteligentei-artificiale-generative-in-rpa-si-testarea-software-prezent-si-viitor\/#3_Imbunatatirea_acoperirii_testelor\" >3. \u00cembun\u0103t\u0103\u021birea acoperirii testelor<\/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\/ro\/impactul-copilotului-si-al-inteligentei-artificiale-generative-in-rpa-si-testarea-software-prezent-si-viitor\/#4_Reducerea_costurilor\" >4. Reducerea costurilor<\/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\/ro\/impactul-copilotului-si-al-inteligentei-artificiale-generative-in-rpa-si-testarea-software-prezent-si-viitor\/#Instrumentele_de_inteligenta_artificiala_generativa_inseamna_sfarsitul\" >Instrumentele de inteligen\u021b\u0103 artificial\u0103 generativ\u0103 \u00eenseamn\u0103 sf\u00e2r\u0219itul<\/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\/ro\/impactul-copilotului-si-al-inteligentei-artificiale-generative-in-rpa-si-testarea-software-prezent-si-viitor\/#de_ingineri_software_umani\" >de ingineri software umani?<\/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\/ro\/impactul-copilotului-si-al-inteligentei-artificiale-generative-in-rpa-si-testarea-software-prezent-si-viitor\/#Ganduri_finale\" >G\u00e2nduri finale<\/a><\/li><\/ul><\/nav><\/div>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Copiloti_si_AI_generativa_in\"><\/span><strong>Copilo\u021bi \u0219i AI generativ\u0103 \u00een  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"dezvoltarea_de_software_Un_abecedar\"><\/span><strong>dezvoltarea de software: Un abecedar<\/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=\"Copilo\u021bi \u0219i inteligen\u021ba artificial\u0103 generativ\u0103 \u00een dezvoltarea de software - un abecedar\" 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;\">Inteligen\u021ba artificial\u0103 generativ\u0103 \u0219i copilo\u021bii de codare sunt relativ noi \u00een peisajul dezvolt\u0103rii de software. \u00cenainte de a discuta despre impactul lor asupra spa\u021biului, merit\u0103 s\u0103 ne uit\u0103m la trecutul lor \u0219i la modul \u00een care lucreaz\u0103.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_Codificatori_auto_cu_inteligenta_artificiala\"><\/span><strong>1. Codificatori auto cu inteligen\u021b\u0103 artificial\u0103<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Modelele lingvistice mari (LLM) s-au \u00eembun\u0103t\u0103\u021bit remarcabil \u00een ultimii ani. Pe m\u0103sur\u0103 ce dimensiunea seturilor de date \u0219i puterea de calcul au crescut exponen\u021bial, calitatea rezultatelor a crescut.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Exist\u0103 multe verticale care pot beneficia de LLM-uri. Unele dintre cele mai multe informa\u021bii despre care s-a scris includ generarea de text, imagini, videoclipuri \u0219i alte forme de media. Cu toate acestea, de\u0219i aceste cazuri de utilizare sunt impresionante, exist\u0103 implica\u021bii pentru dezvoltatori care sunt poate mult mai interesante.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Exist\u0103 o serie de autocodificatoare LLM pe pia\u021b\u0103. Cu toate acestea, GitHub CoPilot este probabil cel mai cunoscut \u0219i cel mai performant. O mare parte a motivului este faptul c\u0103 este instruit pe depozitul GitHub. Are acces la milioane de exemple de coduri open-source, bune practici, arhitectur\u0103 de aplica\u021bii \u0219i multe altele din care s\u0103 \u00eenve\u021be, ceea ce \u00eei permite s\u0103 ofere rezultate de \u00eenalt\u0103 calitate \u0219i versatile.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_Cum_functioneaza_copilotii_de_codificare\"><\/span><strong>2. Cum func\u021bioneaz\u0103 copilo\u021bii de codificare?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Una dintre cele mai simple modalit\u0103\u021bi de a vorbi despre modul \u00een care func\u021bioneaz\u0103 copilotul de codare este s\u0103 ne uit\u0103m la produsul principal din acest domeniu, GitHub CoPilot. Aplica\u021bia se bazeaz\u0103 pe modelul ChatGPT-3 de la OpenAi.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">La fel ca ChatGPT \u0219i alte LLM-uri similare, CoPilot se bazeaz\u0103 pe miliarde de parametri. \u00cen timpul dezvolt\u0103rii ChatGPT-3, OpenAI a \u00eenceput s\u0103 construiasc\u0103 un program de codare dedicat numit OpenAI Codex. Microsoft a cump\u0103rat acces exclusiv la acest produs.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Cu toate acestea, elementul cheie aici este c\u0103 Microsoft de\u021binea deja GitHub. Dac\u0103 sunte\u021bi programator, \u0219ti\u021bi totul despre GitHub. Practic, este o platform\u0103 bazat\u0103 pe web utilizat\u0103 pentru controlul versiunilor \u0219i colaborarea \u00een cadrul proiectelor de dezvoltare de software. Ace\u0219tia au antrenat OpenAI Codex pe biblioteca GitHub, care con\u021binea milioane de linii de cod public, cu surs\u0103 deschis\u0103.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">CoPilot utilizeaz\u0103 \u00eenv\u0103\u021barea automat\u0103 pentru a g\u0103si modele \u0219i rela\u021bii \u00eentre liniile de cod. La fel ca ChatGPT, se uit\u0103 la un cuv\u00e2nt sau la o linie \u0219i calculeaz\u0103 probabilitatea a ceea ce ar trebui s\u0103 urmeze pe baza unui vast depozit de date istorice.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Puterea copilotului AI const\u0103 \u00een capacitatea acestuia de a sugera fragmente de cod pe m\u0103sur\u0103 ce dezvoltatorii editeaz\u0103. G\u00e2ndi\u021bi-v\u0103 la el ca la o completare automat\u0103 supra\u00eenc\u0103rcat\u0103 pentru codare. Pe m\u0103sur\u0103 ce programatorii introduc o linie de cod, LLM compar\u0103 \u00eenceputul acelui cod cu imensa sa bibliotec\u0103 de proiecte anterioare. De aici, sugereaz\u0103 linii probabilistice \u0219i linii de cod noi.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Beneficiile evidente sunt c\u0103 dezvoltatorii pot economisi o cantitate incredibil\u0103 de timp prin aceast\u0103 autocompletare. Aceasta spore\u0219te productivitatea \u0219i, \u00een multe cazuri, acurate\u021bea codului.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_Cum_ramane_cu_AI_generativa_pentru_codare_si_dezvoltare\"><\/span><strong>3. Cum r\u0103m\u00e2ne cu AI generativ\u0103 pentru codare \u0219i dezvoltare?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Dup\u0103 cum pute\u021bi vedea din istoria CoPilot, AI-ul generativ \u0219i copilotul au r\u0103d\u0103cini similare. Ambele sunt tehnologii care utilizeaz\u0103 probabilitatea statistic\u0103 pentru a face predic\u021bii despre ceea ce au nevoie utilizatorii, pe baza informa\u021biilor imputate.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Cu toate acestea, marea diferen\u021b\u0103 dintre software-ul de copilotare \u0219i inteligen\u021ba artificial\u0103 generativ\u0103 este c\u0103 aceasta din urm\u0103 se bazeaz\u0103 pe instruc\u021biuni. Pe scurt, acest lucru \u00eenseamn\u0103 c\u0103 utilizatorii introduc un set de instruc\u021biuni scrise \u00een ma\u0219in\u0103, iar aceasta produce con\u021binut. Dup\u0103 cum \u0219tie oricine a folosit ChatGPT sau aplica\u021bii similare, aceast\u0103 ie\u0219ire poate fi sub form\u0103 de text, imagini, video sau cod.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">A\u0219adar, de\u0219i metodele pe care le folosesc codificatorii pentru a ajunge la codificarea automat\u0103 sunt diferite, le putem plasa sub o umbrel\u0103 similar\u0103 de codificare automat\u0103 asistat\u0103 de inteligen\u021b\u0103 artificial\u0103 sau de codificare generativ\u0103.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Evolutia_testarii_software\"><\/span><strong>Evolu\u021bia test\u0103rii software<\/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=\"evolu\u021bia test\u0103rii software\" width=\"663\" height=\"372\"><\/p>\n<p><span style=\"font-weight: 400;\">Testarea software-ului este o activitate receptiv\u0103 \u0219i \u00een continu\u0103 evolu\u021bie. \u00cen decurs de c\u00e2teva decenii, acesta s-a schimbat \u0219i s-a transformat pentru a r\u0103spunde noilor cerin\u021be \u0219i pentru a utiliza progresele tehnologice.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_Testarea_manuala\"><\/span><b>1. Testarea manual\u0103:<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">La \u00eenceputurile test\u0103rii software-ului, testarea se f\u0103cea manual. Acest tip de testare era costisitor \u0219i consumator de timp, deoarece necesita ca exper\u021bii \u00een asigurarea calit\u0103\u021bii s\u0103 analizeze software-ul cu un pieptene fin, dezvolt\u00e2nd o serie de cazuri de testare, rul\u00e2nd \u0219i \u00eenregistr\u00e2nd rezultatele, program\u00e2nd remedieri \u0219i repet\u00e2nd procesul.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Asigurarea faptului c\u0103 toate scenariile \u0219i situa\u021biile posibile au fost acoperite de aceste teste a reprezentat o provocare major\u0103, iar dac\u0103 se adaug\u0103 timpul \u0219i costurile implicate, testarea manual\u0103 a fost o activitate intensiv\u0103 din punct de vedere al resurselor. De asemenea, era foarte sensibil la erori umane, amplificate de op\u021biunile de distribu\u021bie limitate, ceea ce \u00eensemna c\u0103 orice eroare nedescoperit\u0103 era dificil de corectat rapid.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_Testarea_cu_scripturi\"><\/span><b>2. Testarea cu scripturi:  <\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Testarea cu scripturi a reprezentat un pas uria\u0219 pentru comunitatea QA. \u00cen loc s\u0103 parcurg\u0103 manual codul \u0219i scenariile de testare, dezvoltatorii au putut scrie programe care s\u0103 testeze software-ul \u00een mod automat. Principalele p\u0103r\u021bi pozitive au fost c\u0103 testarea a devenit mai eficient\u0103 \u0219i mai pu\u021bin predispus\u0103 la erori umane. Cu toate acestea, realizarea acestui obiectiv a necesitat o planificare \u0219i o codificare calificat\u0103, precis\u0103 \u0219i de durat\u0103 pentru a asigura o acoperire complet\u0103.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_Automatizarea_testelor\"><\/span><b>3. Automatizarea testelor:  <\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Automatizarea testelor a fost urm\u0103toarea evolu\u021bie a test\u0103rii. Instrumente precum ZAPTEST au reu\u0219it s\u0103 ofere programatorilor toate avantajele testelor cu scripturi, dar cu o interfa\u021b\u0103 f\u0103r\u0103 cod. Din nou, beneficiile semnificative \u00een acest caz au fost economisirea timpului, testele reutilizabile \u0219i adaptabile, testele UI \u0219i API, precum \u0219i testele \u00eentre platforme \u0219i dispozitive.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"4_Testarea_bazata_pe_date\"><\/span><b>4. Testarea bazat\u0103 pe date:  <\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Testarea bazat\u0103 pe date a fost solu\u021bia la problema test\u0103rii software-ului care procesa diferite seturi de date. Din nou, aceasta este o form\u0103 de automatizare a testelor, dar aceast\u0103 metod\u0103 implic\u0103 crearea de scripturi de testare \u0219i rularea acestora pe seturi de date alocate. Acest tip de testare a permis dezvoltatorilor s\u0103 lucreze mai repede, s\u0103 izoleze testele \u0219i s\u0103 reduc\u0103 timpul de repetare a cazurilor de testare.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"5_Testarea_generativa_a_IA\"><\/span><b>5. Testarea generativ\u0103 a IA:  <\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Testarea AI generativ\u0103 este cea mai nou\u0103 inova\u021bie \u00een domeniul test\u0103rii software. Prin utilizarea LLM-urilor, echipele de asigurare a calit\u0103\u021bii pot crea cazuri de testare \u0219i date de testare care ajut\u0103 la accelerarea procesului de testare. Aceste cazuri de testare sunt extrem de flexibile \u0219i editabile, ceea ce ajut\u0103 dezvoltatorii s\u0103 reutilizeze \u0219i s\u0103 refoloseasc\u0103 testele \u0219i s\u0103 m\u0103reasc\u0103 considerabil domeniul de aplicare al test\u0103rii.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Utilizarea_in_prezent_a_copilotului_si\"><\/span><strong>Utilizarea \u00een prezent a copilotului \u0219i  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Inteligenta_artificiala_generativa_in_testarea_software_si_RPA\"><\/span><strong>Inteligen\u021ba artificial\u0103 generativ\u0103 \u00een testarea software \u0219i 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=\"Utilizarea \u00een prezent a copilotului \u0219i a inteligen\u021bei artificiale generative \u00een testarea software \u0219i 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;\">Inteligen\u021ba artificial\u0103 generativ\u0103 \u0219i copilotul au avut un impact important asupra test\u0103rii software-ului. Cu toate acestea, mai degrab\u0103 dec\u00e2t s\u0103 \u00eenlocuiasc\u0103 \u00een mod direct programatorii, aceste instrumente au contribuit la cre\u0219terea num\u0103rului de testeri. Pe scurt, acestea ajut\u0103 dezvoltatorii s\u0103 devin\u0103 mai rapizi \u0219i mai eficien\u021bi \u0219i, \u00een multe cazuri, \u00eembun\u0103t\u0103\u021besc calitatea testelor.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">The <\/span><a href=\"https:\/\/survey.stackoverflow.co\/2023\/\"><br \/>\n  <span style=\"font-weight: 400;\">Sondaj Stack Overflow Developer Survey din 2023<\/span><br \/>\n<\/a><span style=\"font-weight: 400;\">  ofer\u0103 c\u00e2teva informa\u021bii despre utilizarea actual\u0103 a instrumentelor de inteligen\u021b\u0103 artificial\u0103 \u00een cadrul comunit\u0103\u021bii de dezvoltare de software. Una dintre cele mai interesante p\u0103r\u021bi ale sondajului a sugerat c\u0103, \u00een timp ce pu\u021bin peste jum\u0103tate din to\u021bi dezvoltatorii au sugerat c\u0103 sunt interesa\u021bi de instrumentele de inteligen\u021b\u0103 artificial\u0103 pentru testarea software-ului, mai pu\u021bin de 3% au declarat c\u0103 au \u00eencredere \u00een aceste instrumente. \u00cen plus, doar 1 din 4 a sugerat c\u0103 utilizeaz\u0103 \u00een prezent instrumente de inteligen\u021b\u0103 artificial\u0103 pentru testarea software-ului.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Ceea ce este interesant \u00een leg\u0103tur\u0103 cu aceste statistici este c\u0103 ele arat\u0103 c\u0103 utilizarea instrumentelor de inteligen\u021b\u0103 artificial\u0103 nu este \u00eenc\u0103 larg r\u0103sp\u00e2ndit\u0103 \u0219i c\u0103 cei care le adopt\u0103 de timpuriu pot ob\u021bine \u00eenc\u0103 un avantaj.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_Cazuri_de_utilizare_a_IA_copilot_si_generativa_in_testarea_software_si_RPA\"><\/span><strong>1. Cazuri de utilizare a IA copilot \u0219i generativ\u0103 \u00een testarea software \u0219i RPA<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Copilo\u021bii \u0219i inteligen\u021ba artificial\u0103 generativ\u0103 au un impact asupra fiec\u0103rui domeniu de dezvoltare software. Iat\u0103 c\u00e2teva dintre modalit\u0103\u021bile prin care tehnologia poate ajuta la testarea software \u0219i RPA.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Analiza_cerintelor\"><\/span><em><strong>Analiza cerin\u021belor<\/strong><\/em><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p><span style=\"font-weight: 400;\">Analiza cerin\u021belor este o parte esen\u021bial\u0103 a ciclului de via\u021b\u0103 al dezvolt\u0103rii de software. Procesul implic\u0103 \u00een\u021belegerea cerin\u021belor p\u0103r\u021bilor interesate \u0219i a diferitelor caracteristici necesare pentru a construi un software. Inteligen\u021ba artificial\u0103 generativ\u0103 poate ajuta echipele \u00een procesul de ideare, venind cu idei \u0219i perspective noi.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Planificarea_testelor\"><\/span><em><strong>Planificarea testelor<\/strong><\/em><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p><span style=\"font-weight: 400;\">Odat\u0103 ce cerin\u021bele de testare sunt bine \u00een\u021belese, echipele de asigurare a calit\u0103\u021bii trebuie s\u0103 le defalce \u00eentr-un program pentru a asigura o acoperire adecvat\u0103 a testelor. Acest tip de activitate necesit\u0103 expertiz\u0103 \u0219i experien\u021b\u0103, dar Generative AI poate sprijini echipele prin exemple \u0219i ghiduri, precum \u0219i prin recomand\u0103ri de instrumente specifice \u0219i de cele mai bune practici pentru cerin\u021bele lor unice.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Crearea_cazurilor_de_testare\"><\/span><em><strong>Crearea cazurilor de testare<\/strong><\/em><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p><span style=\"font-weight: 400;\">Echipele de asigurare a calit\u0103\u021bii pot utiliza LLM pentru a analiza codul, cerin\u021bele utilizatorilor \u0219i specifica\u021biile software pentru a \u00een\u021belege rela\u021biile care stau la baza sistemului. Odat\u0103 ce IA a \u00een\u021beles intr\u0103rile \u0219i ie\u0219irile \u0219i comportamentele a\u0219teptate ale software-ului, poate \u00eencepe s\u0103 construiasc\u0103 cazuri de testare care vor testa software-ul.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Beneficiile acestui lucru dep\u0103\u0219esc economia de timp \u0219i codarea manual\u0103. Crearea de cazuri de testare inteligent\u0103 poate duce, de asemenea, la o acoperire mai cuprinz\u0103toare, deoarece poate explora zone pe care inginerii de asigurare a calit\u0103\u021bii nu le-ar putea lua \u00een considerare, ceea ce duce la realizarea unor proiecte mai fiabile.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Gasirea_si_rezolvarea_erorilor\"><\/span><em><strong>G\u0103sirea \u0219i rezolvarea erorilor<\/strong><\/em><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p><span style=\"font-weight: 400;\">\u00cenv\u0103\u021barea automat\u0103 le permite profesioni\u0219tilor din domeniul QA s\u0103 reduc\u0103 semnificativ timpul necesar pentru a localiza \u0219i a rezolva erorile. \u00cen testarea software, multe erori sunt u\u0219or de localizat. Cu toate acestea, \u00een multe scenarii, este un proces laborios \u0219i consumator de timp. Inteligen\u021ba artificial\u0103 generativ\u0103 poate efectua verific\u0103ri \u00eentr-o frac\u021biune de timp fa\u021b\u0103 de lucr\u0103torii manuali \u0219i poate ajuta la eviden\u021bierea chiar \u0219i a celor mai \u00eenc\u0103p\u0103\u021b\u00e2nate erori. \u00cen plus, aceste instrumente de inteligen\u021b\u0103 artificial\u0103 pot rezolva \u0219i erorile pe care le identific\u0103, economisind timp nesf\u00e2r\u0219it pentru echipele de control al calit\u0103\u021bii.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Testarea_UI\"><\/span><em><strong>Testarea UI<\/strong><\/em><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p><span style=\"font-weight: 400;\">Instrumentele de inteligen\u021b\u0103 artificial\u0103 generativ\u0103 pot simula o serie de comportamente ale utilizatorilor \u0219i interac\u021biuni cu sistemele software. Metodele pot oferi echipelor de dezvoltare \u00eencrederea c\u0103 interfa\u021ba lor poate gestiona o gam\u0103 larg\u0103 de utiliz\u0103ri om-calculator. Mai mult, Inteligen\u021ba Artificial\u0103 Generativ\u0103 poate, de asemenea, s\u0103 analizeze datele privind interfa\u021ba cu utilizatorul \u0219i h\u0103r\u021bile termice \u0219i s\u0103 fac\u0103 sugestii despre cum s\u0103 \u00eembun\u0103t\u0103\u021beasc\u0103 interfa\u021ba cu utilizatorul \u0219i s\u0103 o fac\u0103 mai u\u0219or de utilizat.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Viitorul_copilotului_si_inteligenta_artificiala_generativa\"><\/span><strong>Viitorul copilotului \u0219i inteligen\u021ba artificial\u0103 generativ\u0103<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"in_Testare_software_si_RPA\"><\/span><strong>  \u00een Testare software \u0219i 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=\"Viitorul copilotului \u0219i al inteligen\u021bei artificiale generative \u00een testarea software \u0219i 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;\">\u00cen timp ce utilizarea \u00een prezent a copilotului \u0219i a inteligen\u021bei artificiale generative \u00een automatizarea software-ului este deja interesant\u0103, viitorul este \u0219i mai promi\u021b\u0103tor.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Viitorul copilotului \u0219i al inteligen\u021bei artificiale generative depinde de \u00eembun\u0103t\u0103\u021birile care pot fi aduse produselor. Un studiu recent de la Universitatea Purdue, intitulat  <\/span><a href=\"https:\/\/arxiv.org\/pdf\/2308.02312.pdf\"><span style=\"font-weight: 400;\">Cine r\u0103spunde mai bine? O analiz\u0103 \u00een profunzime a r\u0103spunsurilor ChatGPT \u0219i Stack Overflow la \u00eentreb\u0103rile de inginerie software<\/span><\/a><span style=\"font-weight: 400;\">  subliniaz\u0103 unele dintre limit\u0103rile modelelor de inteligen\u021b\u0103 artificial\u0103 generativ\u0103.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Cercet\u0103torii au dat ChatGPT peste 500 de \u00eentreb\u0103ri din Stack Overflow. Instrumentul de inteligen\u021b\u0103 artificial\u0103 a r\u0103spuns inexact la mai mult de jum\u0103tate dintre ele. Este important de men\u021bionat c\u0103 una dintre cele mai importante probleme observate de cercet\u0103tori a fost c\u0103 AI-ul a e\u0219uat cel mai frecvent pentru c\u0103 nu a \u00een\u021beles corect \u00eentreb\u0103rile. Acest detaliu subliniaz\u0103 importan\u021ba ingineriei prompte \u00een cadrul inteligen\u021bei artificiale generative.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u00cen plus, at\u00e2t Google, c\u00e2t \u0219i Amazon au efectuat anul acesta teste independente pentru a analiza calitatea instrumentelor de inteligen\u021b\u0103 artificial\u0103 generativ\u0103 \u00een cadrul unui interviu. \u00cen ambele cazuri, instrumentul a reu\u0219it s\u0103 r\u0103spund\u0103 suficient de bine la \u00eentreb\u0103rile din test pentru a ob\u021bine postul, dup\u0103 cum relateaz\u0103  <\/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;\"> \u0219i <\/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;\">, respectiv.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">A\u0219adar, este clar c\u0103 ne afl\u0103m \u00eentr-un punct al acestei tehnologii \u00een care poten\u021bialul exist\u0103, dar mai trebuie s\u0103 se rezolve unele aspecte minore. Scara la care aceste instrumente s-au \u00eembun\u0103t\u0103\u021bit \u00een ultimii ani ne d\u0103 \u00eencredere c\u0103 se va ajunge la nivelul necesar \u0219i, probabil, \u00eenainte de termen.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Acum, putem examina c\u00e2teva dintre domeniile \u00een care aceste tehnologii vor avea un impact asupra viitorului test\u0103rii dezvolt\u0103rii de software.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_Hiperautomatizare\"><\/span><strong>1. Hiperautomatizare<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Hiperautomatizarea descrie o destina\u021bie \u00een evolu\u021bia \u00eentreprinderii \u00een care fiecare proces care poate fi automatizat va fi automatizat. Este o abordare holistic\u0103 a productivit\u0103\u021bii, care este puternic interconectat\u0103.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u00cen ceea ce prive\u0219te dezvoltarea de software, nu este greu de imaginat un sistem centralizat cu o supraveghere a cerin\u021belor proceselor de afaceri. Sistemul va \u00een\u021belege \u0219i va identifica nevoile \u0219i eficien\u021bele \u0219i va identifica \u00een mod constant domeniile care trebuie \u00eembun\u0103t\u0103\u021bite prin intermediul tehnologiei.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Pe m\u0103sur\u0103 ce afacerile evolueaz\u0103, aceste sisteme centralizate vor folosi inteligen\u021ba artificial\u0103 generativ\u0103 pentru a crea aplica\u021bii care vor rezolva automat blocajele \u0219i ineficien\u021bele sau, poate, vor trimite anumite sarcini inginerilor pentru a le finaliza.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_Proiectarea_arhitecturilor_software\"><\/span><strong>2. Proiectarea arhitecturilor software<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Cu suficiente date, instrumentele de inteligen\u021b\u0103 artificial\u0103 ar putea \u00een\u021belege cele mai bune practici de arhitectur\u0103 software \u0219i ar putea g\u0103si modalit\u0103\u021bi de \u00eembun\u0103t\u0103\u021bire a acestor proiecte pentru o eficien\u021b\u0103 maxim\u0103. \u00cenv\u0103\u021barea automat\u0103 const\u0103 \u00een g\u0103sirea de modele \u0219i rela\u021bii care dep\u0103\u0219esc sfera de ac\u021biune a min\u021bii umane.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Dac\u0103 instrumentele de inteligen\u021b\u0103 artificial\u0103 au suficiente cuno\u0219tin\u021be despre o varietate de aplica\u021bii, le putem da instruc\u021biuni pentru a adapta arhitecturile anterioare la noile cerin\u021be, ceea ce duce la construc\u021bii mai eficiente sau chiar la idei care altfel nu ar fi fost luate \u00een considerare.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_Modernizarea_sistemelor_existente\"><\/span><strong>3. Modernizarea sistemelor existente<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">De\u0219i niciun software nu este niciodat\u0103 perfect, exist\u0103 multe instrumente care \u00eenc\u0103 fac o treab\u0103 excelent\u0103 \u0219i care sunt at\u00e2t de bine integrate \u00een infrastructura unei companii \u00eenc\u00e2t sunt greu de \u00eenlocuit. Adaptarea acestor sisteme poate fi o corvoad\u0103, mai ales dac\u0103 au fost scrise folosind coduri software care nu mai sunt la mod\u0103.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u00cen viitor, instrumentele de inteligen\u021b\u0103 artificial\u0103 generativ\u0103 vor fi capabile s\u0103 converteasc\u0103 acest cod \u00een limbajul zilei, permi\u021b\u00e2nd echipelor s\u0103 \u00ee\u0219i p\u0103streze sistemele mo\u0219tenite \u0219i, \u00een multe cazuri, s\u0103 le \u00eembun\u0103t\u0103\u021beasc\u0103.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"4_Imbunatatirea_dezvoltarii_low-code_si_no-code\"><\/span><strong>4. \u00cembun\u0103t\u0103\u021birea dezvolt\u0103rii low-code \u0219i no-code<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Una dintre provoc\u0103rile test\u0103rii automate a software-ului prin intermediul instrumentelor de inteligen\u021b\u0103 artificial\u0103 generativ\u0103 pe care le-am identificat mai sus a fost o situa\u021bie \u00een care programatorul nu avea cuno\u0219tin\u021bele \u0219i experien\u021ba necesare pentru a verifica rezultatul.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Copilo\u021bii de inteligen\u021b\u0103 artificial\u0103 vor contribui la cre\u0219terea instrumentelor low-code prin sugestii mai bune care s\u0103 conduc\u0103 la aplica\u021bii robuste. Instrumentele de testare sofisticate vor permite operatorilor umani s\u0103 dea fr\u00e2u liber creativit\u0103\u021bii, valid\u00e2ndu-\u0219i \u00een mod constant munca \u0219i deschiz\u00e2nd u\u0219a profesioni\u0219tilor non-tehnici pentru a construi aplica\u021biile de care au nevoie.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Beneficiile_inteligentei_artificiale_generative_in_testarea_software\"><\/span><strong>Beneficiile inteligen\u021bei artificiale generative \u00een testarea software<\/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=\"inginerie prompt\u0103 \u00een automatizarea testelor software \u0219i rpa (robotic process automation)\" 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;\">Utilizarea inteligen\u021bei artificiale generative pentru testarea software are multe beneficii care o fac o op\u021biune atractiv\u0103 pentru echipele de dezvoltare care doresc s\u0103 lucreze mai repede, dar f\u0103r\u0103 a face compromisuri \u00een ceea ce prive\u0219te calitatea.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_Accelerarea_ciclului_de_viata_al_dezvoltarii_de_software\"><\/span><strong>1. Accelerarea ciclului de via\u021b\u0103 al dezvolt\u0103rii de software<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Dezvoltatorii sunt supu\u0219i unei presiuni constante de a lucra ore \u00eendelungate pentru a se asigura c\u0103 software-ul \u0219i noile caracteristici ajung pe pia\u021b\u0103 \u00een timp util. \u00cen timp ce metodologiile Agile\/DevOps au asigurat o dezvoltare mai eficient\u0103, exist\u0103 \u00eenc\u0103 etape individuale de dezvoltare care pot beneficia de o mai mare eficientizare.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Instrumentele de inteligen\u021b\u0103 artificial\u0103 generativ\u0103 permit echipelor de testare s\u0103 abordeze diferite etape ale SDLC, de la generarea de prototipuri la testarea interfe\u021belor.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_Detectarea_completa_a_erorilor\"><\/span><strong>2. Detectarea complet\u0103 a erorilor<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Una dintre cele mai puternice aplica\u021bii ale inteligen\u021bei artificiale \u00een testarea de software este dat\u0103 de capacitatea tehnologiei de a compara seturi mari de date. Instrumentele ML pot analiza seturi vaste de date (inclusiv coduri) pentru a construi un depozit de informa\u021bii \u0219i modele a\u0219teptate.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Atunci c\u00e2nd dezvoltatorii confirm\u0103 codul, \u00eel pot compara cu aceste modele, ceea ce poate eviden\u021bia scenarii nea\u0219teptate, dependen\u021be \u0219i vulnerabilit\u0103\u021bi, permi\u021b\u00e2nd un cod mai bun pe parcursul \u00eentregului proces de dezvoltare.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_Imbunatatirea_acoperirii_testelor\"><\/span><strong>3. \u00cembun\u0103t\u0103\u021birea acoperirii testelor<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Instrumentele de \u00eenv\u0103\u021bare automat\u0103 sunt create pentru a analiza \u0219i \u00een\u021belege seturi vaste de date. Atunci c\u00e2nd este aplicat la testarea software, permite echipelor s\u0103 m\u0103reasc\u0103 domeniul de aplicare al test\u0103rii software. Beneficiile nu se rezum\u0103 doar la eliminarea for\u021bei de munc\u0103 umane din ecua\u021bie pentru a economisi bani; AI duce, de asemenea, la un tip de testare mult mai cuprinz\u0103tor care permite o mai bun\u0103 detectare a erorilor \u00eentr-un set complex de scenarii.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"4_Reducerea_costurilor\"><\/span><strong>4. Reducerea costurilor<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">\u00cen compara\u021bie cu angajarea unei echipe de ingineri de asigurare a calit\u0103\u021bii \u0219i utilizarea acestora pentru sarcini repetitive \u0219i consumatoare de timp pentru testarea software, AI generativ\u0103 \u0219i RPA sunt mai rapide \u0219i mai eficiente din punct de vedere al costurilor.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Pe m\u0103sur\u0103 ce lumea dezvolt\u0103rii de software devine din ce \u00een ce mai competitiv\u0103, g\u0103sirea unor modalit\u0103\u021bi de a livra produse de calitate, durabile \u0219i care s\u0103 respecte bugetul cre\u0219te \u00een importan\u021b\u0103. Instrumentele de inteligen\u021b\u0103 artificial\u0103 generativ\u0103 \u0219i copilo\u021bii pot reduce dependen\u021ba de ingineri, permi\u021b\u00e2ndu-le acestora s\u0103 desf\u0103\u0219oare o activitate orientat\u0103 spre valoare \u0219i s\u0103 conduc\u0103 la o mai pu\u021bin\u0103 \u00eenc\u0103rcare a cl\u0103dirilor.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Instrumentele_de_inteligenta_artificiala_generativa_inseamna_sfarsitul\"><\/span><strong>Instrumentele de inteligen\u021b\u0103 artificial\u0103 generativ\u0103 \u00eenseamn\u0103 sf\u00e2r\u0219itul<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"de_ingineri_software_umani\"><\/span><strong>  de ingineri software umani?<\/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=\"Instrumentele de inteligen\u021b\u0103 artificial\u0103 generativ\u0103 \u00eenseamn\u0103 sf\u00e2r\u0219itul inginerilor de software umani?\" 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;\">\u00cen ciuda beneficiilor evidente, orice instrument de automatizare le poate provoca lucr\u0103torilor un nivel de anxietate cu privire la viitorul lor. De\u0219i aceasta este o reac\u021bie normal\u0103, viteza \u0219i domeniul de aplicare al inteligen\u021bei artificiale generative \u00eenseamn\u0103 c\u0103 preocup\u0103rile sunt mai ample dec\u00e2t de obicei. De\u0219i aceste instrumente au capacitatea de a automatiza multe sarcini, ele nu pot \u00eendeplini toate sarcinile pe care le fac inginerii de software. \u00cen\u021belegerea capacit\u0103\u021bilor tehnologiei, precum \u0219i a limitelor acesteia, este esen\u021bial\u0103 pentru ingineri \u0219i lideri.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Primul lucru pe care oamenii trebuie s\u0103 \u0219i-l aminteasc\u0103 este c\u0103 instrumentele de automatizare a testelor bazate pe inteligen\u021b\u0103 artificial\u0103 exist\u0103 pe pia\u021b\u0103 de ceva timp. Cu toate acestea, natura prietenoas\u0103 a inteligen\u021bei artificiale generative o face capabil\u0103 de o mai mare flexibilitate.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Unul dintre primele lucruri pe care trebuie s\u0103 le lu\u0103m \u00een considerare este c\u0103 AI generativ\u0103 func\u021bioneaz\u0103 cel mai bine pentru rezultate care pot fi verificate. Acesta este un punct cheie. Natura modului \u00een care LLMs sunt instrui\u021bi \u00eenseamn\u0103 c\u0103 vor face tot posibilul pentru a v\u0103 oferi un r\u0103spuns, chiar dac\u0103 acest lucru \u00eenseamn\u0103 ocazional &#8222;halucinant&#8221; fapte, referin\u021be, \u0219i argumente.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Acum, dac\u0103 ave\u021bi suficiente cuno\u0219tin\u021be de codificare, ve\u021bi putea citi \u0219i verifica orice text generat de Generative AI \u0219i ve\u021bi putea detecta eventualele erori. Dac\u0103 sunte\u021bi un cet\u0103\u021bean programator care folose\u0219te inteligen\u021ba artificial\u0103 generativ\u0103 \u00een loc s\u0103 \u0219tie s\u0103 programeze, nu ve\u021bi fi la fel de capabil s\u0103 descoperi\u021bi aceste gre\u0219eli.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">A\u0219adar, din aceast\u0103 perspectiv\u0103, inginerii califica\u021bi vor fi \u00een continuare o parte esen\u021bial\u0103 a ecosistemului de dezvoltare software. Ace\u0219tia vor trebui \u00een continuare s\u0103 fac\u0103 teste at\u00e2t \u00een sensul de supraveghere, c\u00e2t \u0219i \u00een sens practic.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">O alt\u0103 limitare a inteligen\u021bei artificiale generative pentru testarea software-ului implic\u0103 testarea mobil\u0103. De exemplu, ChatGPT este o op\u021biune bun\u0103 pentru testarea interfe\u021belor de utilizare a site-urilor web. Cu toate acestea, nu are acces la diferite dispozitive mobile. Cu at\u00e2t de multe telefoane \u0219i modele diferite pe pia\u021b\u0103, acesta r\u0103m\u00e2ne \u00een urma programelor actuale de automatizare a testelor, cum ar fi ZAPTEST. Nici aceast\u0103 problem\u0103 nu este un obstacol minor. Mai mult de  <\/span><a href=\"https:\/\/explodingtopics.com\/blog\/mobile-internet-traffic\"><br \/>\n  <span style=\"font-weight: 400;\">jum\u0103tate din totalul utiliz\u0103rii internetului se face de pe telefonul mobil<\/span><br \/>\n<\/a><span style=\"font-weight: 400;\">, iar acest num\u0103r cre\u0219te \u00een fiecare an.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">A\u0219adar, \u00een timp ce inteligen\u021ba artificial\u0103 generativ\u0103 va lua multe sarcini de la dezvoltatori, nu va face ca ace\u0219ti profesioni\u0219ti s\u0103 devin\u0103 \u00eenvechi\u021bi f\u0103r\u0103 schimb\u0103ri majore \u00een infrastructura de testare \u0219i \u00een capacitatea de a verifica rezultatele.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Ganduri_finale\"><\/span><strong>G\u00e2nduri finale<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Testarea software \u0219i RPA se afl\u0103 pe o cale constant\u0103 de \u00eembun\u0103t\u0103\u021bire. Pe m\u0103sur\u0103 ce apar noi tehnologii \u0219i metode, ambele discipline absorb cele mai bune practici pentru a ajuta echipele de asigurare a calit\u0103\u021bii s\u0103 ofere teste mai rapide \u0219i mai cuprinz\u0103toare la o frac\u021biune din pre\u021bul testelor manuale.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u00cen timp ce \u00eembun\u0103t\u0103\u021birea domeniului de aplicare a testelor \u0219i reducerea erorilor umane \u0219i a costurilor sunt unele dintre cele mai evidente beneficii ale testelor bazate pe inteligen\u021b\u0103 artificial\u0103, acestea ajut\u0103, de asemenea, echipele s\u0103 adopte o abordare de integrare continu\u0103 \u0219i de implementare a conductelor (CI\/CD).  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u00cen contextul \u00een care a\u0219tept\u0103rile consumatorilor \u0219i concuren\u021ba sunt mai mari ca niciodat\u0103, AI generativ\u0103 ofer\u0103 echipelor o modalitate de a furniza teste rapide \u0219i eficiente f\u0103r\u0103 a compromite calitatea.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>&#8222;Aceasta este cea mai uluitoare aplica\u021bie de \u00eenv\u0103\u021bare automat\u0103 pe care am v\u0103zut-o vreodat\u0103.&#8221; Mike Krieger, co-fondator al Instagram. &nbsp; Cuvintele lui Mike Krieger nu sunt o hiperbol\u0103. \u00cen timp ce ML este capabil de unele lucruri remarcabile \u00een ceea ce prive\u0219te analiza \u0219i \u00een\u021belegerea datelor, GitHub Copilot este o schimbare total\u0103 a jocului datorit\u0103 [&hellip;]<\/p>\n","protected":false},"author":14624,"featured_media":71617,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_seopress_robots_primary_cat":"none","_seopress_titles_title":"Copilotul \u0219i impactul AI-ului generativ \u00een RPA \/ Testare software","_seopress_titles_desc":"De la impactul copilotului \u0219i al inteligen\u021bei artificiale generative \u00een dezvoltarea de software, testare \u0219i RPA, p\u00e2n\u0103 la viitorul acestor tehnologii, afla\u021bi tot ce este de \u0219tiut!","_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":[485],"tags":[],"class_list":{"0":"post-71603","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-ai-ro"},"acf":{"short_name":"Copilo\u021bi \u0219i inteligen\u021b\u0103 artificial\u0103 generativ\u0103 \u00een RPA \/ Testare software"},"_links":{"self":[{"href":"https:\/\/www.zaptest.com\/ro\/wp-json\/wp\/v2\/posts\/71603","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.zaptest.com\/ro\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.zaptest.com\/ro\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.zaptest.com\/ro\/wp-json\/wp\/v2\/users\/14624"}],"replies":[{"embeddable":true,"href":"https:\/\/www.zaptest.com\/ro\/wp-json\/wp\/v2\/comments?post=71603"}],"version-history":[{"count":0,"href":"https:\/\/www.zaptest.com\/ro\/wp-json\/wp\/v2\/posts\/71603\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.zaptest.com\/ro\/wp-json\/wp\/v2\/media\/71617"}],"wp:attachment":[{"href":"https:\/\/www.zaptest.com\/ro\/wp-json\/wp\/v2\/media?parent=71603"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.zaptest.com\/ro\/wp-json\/wp\/v2\/categories?post=71603"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.zaptest.com\/ro\/wp-json\/wp\/v2\/tags?post=71603"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}