{"id":71393,"date":"2023-11-04T13:14:40","date_gmt":"2023-11-04T13:14:40","guid":{"rendered":"https:\/\/www.zaptest.com\/kopilotu-un-generativa-maksliga-intelekta-ietekme-rpa-un-programmaturas-testesana-tagadne-un-nakotne"},"modified":"2023-11-04T13:14:40","modified_gmt":"2023-11-04T13:14:40","slug":"kopilotu-un-generativa-maksliga-intelekta-ietekme-rpa-un-programmaturas-testesana-tagadne-un-nakotne","status":"publish","type":"post","link":"https:\/\/www.zaptest.com\/lv\/kopilotu-un-generativa-maksliga-intelekta-ietekme-rpa-un-programmaturas-testesana-tagadne-un-nakotne","title":{"rendered":"Kopilotu un \u0123enerat\u012bv\u0101 m\u0101ksl\u012bg\u0101 intelekta ietekme RPA un programmat\u016bras test\u0113\u0161an\u0101 &#8211; tagadne un n\u0101kotne"},"content":{"rendered":"<h1><\/h1>\n<p><em><strong>&#8220;\u0160is ir pats p\u0101rsteidzo\u0161\u0101kais ma\u0161\u012bnm\u0101c\u012b\u0161an\u0101s pielietojums, k\u0101du jebkad esmu redz\u0113jis.&#8221;&#8221;<\/strong><\/em><\/p>\n<p><span style=\"font-weight: 400;\">Maiks Kr\u012bgers, Instagram l\u012bdzdibin\u0101t\u0101js.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Maika Kr\u012bgera v\u0101rdi nav p\u0101rsp\u012bl\u0113jumi. Lai gan ML sp\u0113j veikt da\u017eas iev\u0113rojamas lietas datu anal\u012bzes un ieskatu zi\u0146\u0101, GitHub Copilot ir piln\u012bgs sp\u0113\u013cu pav\u0113rsiens, jo tas var sniegt potenci\u0101lu produktu izstr\u0101d\u0101t\u0101jiem vis\u0101 pasaul\u0113.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Kod\u0113\u0161anas kopiloti un \u0123enerat\u012bvais m\u0101ksl\u012bgais intelekts pal\u012bdz komand\u0101m g\u016bt milz\u012bgas priek\u0161roc\u012bbas, piem\u0113ram, pa\u0101trin\u0101t programmat\u016bras izstr\u0101des dz\u012bves ciklu l\u012bdz l\u012bdz l\u012bdz \u0161im neiedom\u0101jamam \u0101trumam. Tom\u0113r \u0161\u012bs tehnolo\u0123ijas ietekme uz RPA un programmat\u016bras test\u0113\u0161anu ir divas no aizraujo\u0161\u0101kaj\u0101m \u0161\u012bs p\u0101rsteidzo\u0161\u0101s tehnolo\u0123ijas robe\u017e\u0101m.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0160aj\u0101 rakst\u0101 m\u0113s apl\u016bkosim, k\u0101 kod\u0113\u0161anas kopiloti un \u0123enerat\u012bvais m\u0101ksl\u012bgais intelekts ir main\u012bju\u0161i programmat\u016bras test\u0113\u0161anas un RPA pasauli m\u016bsdien\u0101s, pirms m\u0113s izp\u0113t\u012bsim to ietekmi uz tehnolo\u0123ij\u0101m n\u0101kotn\u0113.<\/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\/lv\/kopilotu-un-generativa-maksliga-intelekta-ietekme-rpa-un-programmaturas-testesana-tagadne-un-nakotne\/#Kopiloti_un_generativais_maksligais_intelekts\" >Kopiloti un \u0123enerat\u012bvais m\u0101ksl\u012bgais intelekts<\/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\/lv\/kopilotu-un-generativa-maksliga-intelekta-ietekme-rpa-un-programmaturas-testesana-tagadne-un-nakotne\/#programmaturas_izstrade_Pamaciba\" >programmat\u016bras izstr\u0101de: Pam\u0101c\u012bba<\/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\/lv\/kopilotu-un-generativa-maksliga-intelekta-ietekme-rpa-un-programmaturas-testesana-tagadne-un-nakotne\/#1_Ar_maksligo_intelektu_darbinami_automatiskie_kodetaji\" >1. Ar m\u0101ksl\u012bgo intelektu darbin\u0101mi autom\u0101tiskie kod\u0113t\u0101ji<\/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\/lv\/kopilotu-un-generativa-maksliga-intelekta-ietekme-rpa-un-programmaturas-testesana-tagadne-un-nakotne\/#2_Ka_darbojas_kodesanas_kopiloti\" >2. K\u0101 darbojas kod\u0113\u0161anas kopiloti?<\/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\/lv\/kopilotu-un-generativa-maksliga-intelekta-ietekme-rpa-un-programmaturas-testesana-tagadne-un-nakotne\/#3_Ka_ar_generativo_maksligo_intelektu_kodesanai_un_izstradei\" >3. K\u0101 ar \u0123enerat\u012bvo m\u0101ksl\u012bgo intelektu kod\u0113\u0161anai un izstr\u0101dei?<\/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\/lv\/kopilotu-un-generativa-maksliga-intelekta-ietekme-rpa-un-programmaturas-testesana-tagadne-un-nakotne\/#Programmaturas_testesanas_attistiba\" >Programmat\u016bras test\u0113\u0161anas att\u012bst\u012bba<\/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\/lv\/kopilotu-un-generativa-maksliga-intelekta-ietekme-rpa-un-programmaturas-testesana-tagadne-un-nakotne\/#1_Manuala_testesana\" >1. Manu\u0101l\u0101 test\u0113\u0161ana:<\/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\/lv\/kopilotu-un-generativa-maksliga-intelekta-ietekme-rpa-un-programmaturas-testesana-tagadne-un-nakotne\/#2_Testesana_ar_skriptiem\" >2. Test\u0113\u0161ana ar skriptiem:<\/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\/lv\/kopilotu-un-generativa-maksliga-intelekta-ietekme-rpa-un-programmaturas-testesana-tagadne-un-nakotne\/#3_Testu_automatizacija\" >3. Testu automatiz\u0101cija:<\/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\/lv\/kopilotu-un-generativa-maksliga-intelekta-ietekme-rpa-un-programmaturas-testesana-tagadne-un-nakotne\/#4_Uz_datiem_balstita_testesana\" >4. Uz datiem balst\u012bta test\u0113\u0161ana:<\/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\/lv\/kopilotu-un-generativa-maksliga-intelekta-ietekme-rpa-un-programmaturas-testesana-tagadne-un-nakotne\/#5_Generativa_maksliga_intelekta_testesana\" >5. \u0122enerat\u012bv\u0101 m\u0101ksl\u012bg\u0101 intelekta test\u0113\u0161ana:<\/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\/lv\/kopilotu-un-generativa-maksliga-intelekta-ietekme-rpa-un-programmaturas-testesana-tagadne-un-nakotne\/#Koppilotu_un_kopilotu_izmantosana_musdienas\" >Koppilotu un kopilotu izmanto\u0161ana m\u016bsdien\u0101s<\/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\/lv\/kopilotu-un-generativa-maksliga-intelekta-ietekme-rpa-un-programmaturas-testesana-tagadne-un-nakotne\/#Generativais_maksligais_intelekts_programmaturas_testesana_un_RPA\" >\u0122enerat\u012bvais m\u0101ksl\u012bgais intelekts programmat\u016bras test\u0113\u0161an\u0101 un 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\/lv\/kopilotu-un-generativa-maksliga-intelekta-ietekme-rpa-un-programmaturas-testesana-tagadne-un-nakotne\/#1_Kopilota_un_generativa_maksliga_intelekta_izmantosanas_gadijumi_programmaturas_testesana_un_RPA\" >1. Kopilota un \u0123enerat\u012bv\u0101 m\u0101ksl\u012bg\u0101 intelekta izmanto\u0161anas gad\u012bjumi programmat\u016bras test\u0113\u0161an\u0101 un 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\/lv\/kopilotu-un-generativa-maksliga-intelekta-ietekme-rpa-un-programmaturas-testesana-tagadne-un-nakotne\/#Prasibu_analize\" >Pras\u012bbu anal\u012bze<\/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\/lv\/kopilotu-un-generativa-maksliga-intelekta-ietekme-rpa-un-programmaturas-testesana-tagadne-un-nakotne\/#Testu_planosana\" >Testu pl\u0101no\u0161ana<\/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\/lv\/kopilotu-un-generativa-maksliga-intelekta-ietekme-rpa-un-programmaturas-testesana-tagadne-un-nakotne\/#Testesanas_gadijumu_izveide\" >Test\u0113\u0161anas gad\u012bjumu izveide<\/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\/lv\/kopilotu-un-generativa-maksliga-intelekta-ietekme-rpa-un-programmaturas-testesana-tagadne-un-nakotne\/#Kludu_meklesana_un_noversana\" >K\u013c\u016bdu mekl\u0113\u0161ana un nov\u0113r\u0161ana<\/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\/lv\/kopilotu-un-generativa-maksliga-intelekta-ietekme-rpa-un-programmaturas-testesana-tagadne-un-nakotne\/#Lietotaja_saskarnes_testesana\" >Lietot\u0101ja saskarnes test\u0113\u0161ana<\/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\/lv\/kopilotu-un-generativa-maksliga-intelekta-ietekme-rpa-un-programmaturas-testesana-tagadne-un-nakotne\/#Koppilotu_un_generativa_maksliga_intelekta_nakotne\" >Koppilotu un \u0123enerat\u012bv\u0101 m\u0101ksl\u012bg\u0101 intelekta n\u0101kotne<\/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\/lv\/kopilotu-un-generativa-maksliga-intelekta-ietekme-rpa-un-programmaturas-testesana-tagadne-un-nakotne\/#in_Programmaturas_testesana_un_RPA\" >in Programmat\u016bras test\u0113\u0161ana un 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\/lv\/kopilotu-un-generativa-maksliga-intelekta-ietekme-rpa-un-programmaturas-testesana-tagadne-un-nakotne\/#1_Hiperautomatizacija\" >1. Hiperautomatiz\u0101cija<\/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\/lv\/kopilotu-un-generativa-maksliga-intelekta-ietekme-rpa-un-programmaturas-testesana-tagadne-un-nakotne\/#2_Programmaturas_arhitekturu_projektesana\" >2. Programmat\u016bras arhitekt\u016bru projekt\u0113\u0161ana<\/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\/lv\/kopilotu-un-generativa-maksliga-intelekta-ietekme-rpa-un-programmaturas-testesana-tagadne-un-nakotne\/#3_Lidzsinejo_sistemu_modernizacija\" >3. L\u012bdz\u0161in\u0113jo sist\u0113mu moderniz\u0101cija<\/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\/lv\/kopilotu-un-generativa-maksliga-intelekta-ietekme-rpa-un-programmaturas-testesana-tagadne-un-nakotne\/#4_Low-code_un_no-code_izstrades_uzlabosana\" >4. Low-code un no-code izstr\u0101des uzlabo\u0161ana<\/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\/lv\/kopilotu-un-generativa-maksliga-intelekta-ietekme-rpa-un-programmaturas-testesana-tagadne-un-nakotne\/#Generativa_maksliga_intelekta_prieksrocibas_programmaturas_testesana\" >\u0122enerat\u012bv\u0101 m\u0101ksl\u012bg\u0101 intelekta priek\u0161roc\u012bbas programmat\u016bras test\u0113\u0161an\u0101<\/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\/lv\/kopilotu-un-generativa-maksliga-intelekta-ietekme-rpa-un-programmaturas-testesana-tagadne-un-nakotne\/#1_Programmaturas_izstrades_cikla_paatrinasana\" >1. Programmat\u016bras izstr\u0101des cikla pa\u0101trin\u0101\u0161ana<\/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\/lv\/kopilotu-un-generativa-maksliga-intelekta-ietekme-rpa-un-programmaturas-testesana-tagadne-un-nakotne\/#2_Visaptverosa_kludu_atklasana\" >2. Visaptvero\u0161a k\u013c\u016bdu atkl\u0101\u0161ana<\/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\/lv\/kopilotu-un-generativa-maksliga-intelekta-ietekme-rpa-un-programmaturas-testesana-tagadne-un-nakotne\/#3_Uzlabots_testu_parklajums\" >3. Uzlabots testu p\u0101rkl\u0101jums<\/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\/lv\/kopilotu-un-generativa-maksliga-intelekta-ietekme-rpa-un-programmaturas-testesana-tagadne-un-nakotne\/#4_Samazinatas_izmaksas\" >4. Samazin\u0101tas izmaksas<\/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\/lv\/kopilotu-un-generativa-maksliga-intelekta-ietekme-rpa-un-programmaturas-testesana-tagadne-un-nakotne\/#Vai_generativie_maksliga_intelekta_riki_nozime_beigas\" >Vai \u0123enerat\u012bvie m\u0101ksl\u012bg\u0101 intelekta r\u012bki noz\u012bm\u0113 beigas<\/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\/lv\/kopilotu-un-generativa-maksliga-intelekta-ietekme-rpa-un-programmaturas-testesana-tagadne-un-nakotne\/#programmaturas_inzenieru\" >programmat\u016bras in\u017eenieru?<\/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\/lv\/kopilotu-un-generativa-maksliga-intelekta-ietekme-rpa-un-programmaturas-testesana-tagadne-un-nakotne\/#Nobeiguma_domas\" >Nobeiguma domas<\/a><\/li><\/ul><\/nav><\/div>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Kopiloti_un_generativais_maksligais_intelekts\"><\/span><strong>Kopiloti un \u0123enerat\u012bvais m\u0101ksl\u012bgais intelekts  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"programmaturas_izstrade_Pamaciba\"><\/span><strong>programmat\u016bras izstr\u0101de: Pam\u0101c\u012bba<\/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 un \u0123enerat\u012bvais m\u0101ksl\u012bgais intelekts programmat\u016bras izstr\u0101d\u0113 - ievads\" 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;\">\u0122enerat\u012bvais m\u0101ksl\u012bgais intelekts un kod\u0113\u0161anas kopiloti ir relat\u012bvi jauni programmat\u016bras izstr\u0101des jom\u0101. Pirms m\u0113s run\u0101jam par vi\u0146u ietekmi uz telpu, ir v\u0113rts apl\u016bkot vi\u0146u izcelsmi un to, k\u0101 vi\u0146i str\u0101d\u0101.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_Ar_maksligo_intelektu_darbinami_automatiskie_kodetaji\"><\/span><strong>1. Ar m\u0101ksl\u012bgo intelektu darbin\u0101mi autom\u0101tiskie kod\u0113t\u0101ji<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Lielie valodas mode\u013ci (LLM) p\u0113d\u0113jo gadu laik\u0101 ir iev\u0113rojami uzlaboju\u0161ies. T\u0101 k\u0101 datu kopu apjoms un skait\u013co\u0161anas jauda ir eksponenci\u0101li palielin\u0101jusies, ir paaugstin\u0101jusies ar\u012b rezult\u0101tu kvalit\u0101te.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">LLM var b\u016bt noder\u012bgs daudz\u0101s vertik\u0101l\u0101s jom\u0101s. Da\u017eas no visvair\u0101k aprakst\u012btaj\u0101m metod\u0113m ir teksta, att\u0113lu, videoklipu un citu mediju veidu \u0123ener\u0113\u0161ana. Tom\u0113r, lai gan \u0161ie izmanto\u0161anas gad\u012bjumi ir iespaid\u012bgi, izstr\u0101d\u0101t\u0101jiem, iesp\u0113jams, ir daudz interesant\u0101kas sekas.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Tirg\u016b ir vair\u0101ki LLM autokoderi. Tom\u0113r GitHub CoPilot, iesp\u0113jams, ir vispaz\u012bstam\u0101kais un visveiksm\u012bg\u0101kais. Liel\u0101 m\u0113r\u0101 tas ir t\u0101p\u0113c, ka tas ir apm\u0101c\u012bts GitHub repozitorij\u0101. Tam ir piek\u013cuve miljoniem atv\u0113rt\u0101 koda piem\u0113ru, lab\u0101s prakses piem\u0113riem, lietojumprogrammu arhitekt\u016brai un daudz kam citam, no k\u0101 m\u0101c\u012bties, un tas \u013cauj nodro\u0161in\u0101t augstas kvalit\u0101tes un daudzpus\u012bgus rezult\u0101tus.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_Ka_darbojas_kodesanas_kopiloti\"><\/span><strong>2. K\u0101 darbojas kod\u0113\u0161anas kopiloti?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Viens no vienk\u0101r\u0161\u0101kajiem veidiem, k\u0101 past\u0101st\u012bt par to, k\u0101 darbojas kod\u0113\u0161anas kopiloti, ir apl\u016bkot vado\u0161o produktu \u0161aj\u0101 sp\u0113l\u0113 &#8211; GitHub CoPilot. Lietojumprogrammas pamat\u0101 ir OpenAi izstr\u0101d\u0101tais ChatGPT-3 modelis.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">T\u0101pat k\u0101 ChatGPT un l\u012bdz\u012bgi LLM, ar\u012b CoPilot balst\u0101s uz miljardiem parametru. ChatGPT-3 izstr\u0101des laik\u0101 OpenAI s\u0101ka veidot \u012bpa\u0161u kod\u0113\u0161anas programmu ar nosaukumu OpenAI Codex. Microsoft ieg\u0101d\u0101j\u0101s ekskluz\u012bvu piek\u013cuvi \u0161im produktam.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Tom\u0113r galvenais ir tas, ka Microsoft jau pieder\u0113ja GitHub. Ja esat programm\u0113t\u0101js, j\u016bs zin\u0101t visu par GitHub. B\u016bt\u012bb\u0101 t\u0101 ir t\u012bmek\u013ca platforma, ko izmanto versiju kontrolei un sadarb\u012bbai programmat\u016bras izstr\u0101des projektos. Vi\u0146i apm\u0101c\u012bja OpenAI Codex, izmantojot GitHub bibliot\u0113ku, kur\u0101 ir miljoniem atkl\u0101t\u0101 pirmkoda publisk\u0101 koda rindu.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">CoPilot izmanto ma\u0161\u012bnm\u0101c\u012b\u0161anos, lai atrastu mode\u013cus un sakar\u012bbas starp koda rindi\u0146\u0101m. T\u0101pat k\u0101 ChatGPT, tas apl\u016bko v\u0101rdu vai rindi\u0146u un, pamatojoties uz pla\u0161u v\u0113sturisko datu kr\u0101tuvi, apr\u0113\u0137ina varb\u016bt\u012bbu, kam vajadz\u0113tu sekot.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">M\u0101ksl\u012bg\u0101 intelekta kopilotu sp\u0113ks sl\u0113pjas to sp\u0113j\u0101 ieteikt koda fragmentus, kad izstr\u0101d\u0101t\u0101ji veic redi\u0123\u0113\u0161anu. Iedom\u0101jieties par to k\u0101 par uzlabotu autom\u0101tisk\u0101s papildin\u0101\u0161anas funkciju kod\u0113\u0161anai. Kad programm\u0113t\u0101ji ievada koda rindu, LLM sal\u012bdzina koda s\u0101kumu ar savu milz\u012bgo iepriek\u0161\u0113jo projektu bibliot\u0113ku. T\u0101l\u0101k tiek pied\u0101v\u0101tas varb\u016bt\u012bbas rindas un jaunas koda rindas.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Ac\u012bmredzams ieguvums ir tas, ka izstr\u0101d\u0101t\u0101ji var ietaup\u012bt neticami daudz laika, izmantojot \u0161o autom\u0101tisko papildin\u0101\u0161anu. Tas palielina produktivit\u0101ti un daudzos gad\u012bjumos ar\u012b koda precizit\u0101ti.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_Ka_ar_generativo_maksligo_intelektu_kodesanai_un_izstradei\"><\/span><strong>3. K\u0101 ar \u0123enerat\u012bvo m\u0101ksl\u012bgo intelektu kod\u0113\u0161anai un izstr\u0101dei?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">K\u0101 redzams no CoPilot v\u0113stures, \u0123enerat\u012bvajam m\u0101ksl\u012bgajam intelektam un kopilotiem ir l\u012bdz\u012bgas saknes. T\u0101s abas ir tehnolo\u0123ijas, kas izmanto statistisko varb\u016bt\u012bbu, lai prognoz\u0113tu, kas lietot\u0101jiem ir nepiecie\u0161ams, pamatojoties uz nosac\u012btu inform\u0101ciju.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Tom\u0113r liel\u0101 at\u0161\u0137ir\u012bba starp kopilotir\u0113\u0161anas programmat\u016bru un \u0123enerat\u012bvo m\u0101ksl\u012bgo intelektu ir t\u0101, ka p\u0113d\u0113jais ir balst\u012bts uz pamudin\u0101jumiem. \u012as\u0101k sakot, tas noz\u012bm\u0113, ka lietot\u0101ji ma\u0161\u012bnai ievada rakstisku nor\u0101d\u012bjumu kopumu, un t\u0101 izvada saturu. Visi, kas ir lietoju\u0161i ChatGPT vai l\u012bdz\u012bgas lietojumprogrammas, zina, ka \u0161is izvads var b\u016bt teksta, att\u0113lu, video vai koda veid\u0101.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">T\u0101d\u0113j\u0101di, lai gan metodes, ko kod\u0113t\u0101ji izmanto, lai pan\u0101ktu automatiz\u0113tu kod\u0113\u0161anu, ir at\u0161\u0137ir\u012bgas, m\u0113s t\u0101s varam iek\u013caut l\u012bdz\u012bg\u0101 m\u0101ksl\u012bg\u0101 intelekta atbalst\u012btas automatiz\u0113tas jeb \u0123enerat\u012bvas kod\u0113\u0161anas kategorij\u0101.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Programmaturas_testesanas_attistiba\"><\/span><strong>Programmat\u016bras test\u0113\u0161anas att\u012bst\u012bba<\/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=\"programmat\u016bras test\u0113\u0161anas att\u012bst\u012bba\" width=\"663\" height=\"372\"><\/p>\n<p><span style=\"font-weight: 400;\">Programmat\u016bras test\u0113\u0161ana ir \u0101tri rea\u0123\u0113jo\u0161a un past\u0101v\u012bgi main\u0101s. Da\u017eu desmitga\u017eu laik\u0101 t\u0101 ir main\u012bjusies un p\u0101rveidojusies, lai atbilstu jaun\u0101m pras\u012bb\u0101m un izmantotu tehnolo\u0123iju sasniegumus.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_Manuala_testesana\"><\/span><b>1. Manu\u0101l\u0101 test\u0113\u0161ana:<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Programmat\u016bras test\u0113\u0161anas pirms\u0101kumos test\u0113\u0161ana tika veikta manu\u0101li. \u0160\u0101da veida test\u0113\u0161ana bija d\u0101rga un laikietilp\u012bga, jo QA ekspertiem bija r\u016bp\u012bgi j\u0101p\u0101rbauda programmat\u016bra, izstr\u0101d\u0101jot virkni testu gad\u012bjumu, veicot un re\u0123istr\u0113jot rezult\u0101tus, pl\u0101nojot labojumus un atk\u0101rtojot procesu.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Nodro\u0161in\u0101t, lai \u0161ajos testos tiktu aptverti visi iesp\u0113jamie scen\u0101riji un situ\u0101cijas, bija liels izaicin\u0101jums, un, \u0146emot v\u0113r\u0101 ar to saist\u012bto laiku un izmaksas, manu\u0101l\u0101 test\u0113\u0161ana bija resursu ietilp\u012bga. T\u0101 bija ar\u012b \u013coti uz\u0146\u0113m\u012bga pret cilv\u0113ka k\u013c\u016bd\u0101m, ko pastiprin\u0101ja ierobe\u017eot\u0101s izplat\u012b\u0161anas iesp\u0113jas, kas noz\u012bm\u0113ja, ka neatkl\u0101tas k\u013c\u016bdas bija gr\u016bti \u0101tri labot.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_Testesana_ar_skriptiem\"><\/span><b>2. Test\u0113\u0161ana ar skriptiem:  <\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Skriptu test\u0113\u0161ana bija milz\u012bgs solis uz priek\u0161u QA kopien\u0101. T\u0101 viet\u0101, lai manu\u0101li p\u0101rbaud\u012btu kodu un test\u0113\u0161anas scen\u0101rijus, izstr\u0101d\u0101t\u0101ji var\u0113ja rakst\u012bt programmas, kas programmat\u016bru test\u0113ja autom\u0101tiski. Liels ieguvums bija tas, ka test\u0113\u0161ana k\u013cuva efekt\u012bv\u0101ka un maz\u0101k pak\u013cauta cilv\u0113ka k\u013c\u016bd\u0101m. Tom\u0113r, lai to pan\u0101ktu, bija nepiecie\u0161ama prasm\u012bga, prec\u012bza un laikietilp\u012bga pl\u0101no\u0161ana un kod\u0113\u0161ana, lai nodro\u0161in\u0101tu visaptvero\u0161u p\u0101rkl\u0101jumu.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_Testu_automatizacija\"><\/span><b>3. Testu automatiz\u0101cija:  <\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Test\u0113\u0161anas automatiz\u0101cija bija n\u0101kam\u0101 test\u0113\u0161anas evol\u016bcija. T\u0101di r\u012bki k\u0101 ZAPTEST var\u0113ja pied\u0101v\u0101t programm\u0113t\u0101jiem visas priek\u0161roc\u012bbas, ko sniedz skriptu test\u0113\u0161ana, ta\u010du bez kod\u0113\u0161anas saskarnes. Ar\u012b \u0161aj\u0101 gad\u012bjum\u0101 b\u016btisk\u0101kie ieguvumi bija laika ietaup\u012bjums, atk\u0101rtoti izmantojami un piel\u0101gojami testi, UI un API test\u0113\u0161ana, k\u0101 ar\u012b test\u0113\u0161ana da\u017e\u0101d\u0101s platform\u0101s un ier\u012bc\u0113s.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"4_Uz_datiem_balstita_testesana\"><\/span><b>4. Uz datiem balst\u012bta test\u0113\u0161ana:  <\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Uz datiem balst\u012bta test\u0113\u0161ana bija risin\u0101jums probl\u0113mai, kas rad\u0101s, test\u0113jot programmat\u016bru, kura apstr\u0101d\u0101 da\u017e\u0101das datu kopas. Ar\u012b \u0161is ir viens no test\u0113\u0161anas automatiz\u0101cijas veidiem, ta\u010du \u0161\u012b metode ietver test\u0113\u0161anas skriptu izveidi un to palai\u0161anu pret pie\u0161\u0137irtaj\u0101m datu kop\u0101m. \u0160\u0101da veida test\u0113\u0161ana \u013c\u0101va izstr\u0101d\u0101t\u0101jiem str\u0101d\u0101t \u0101tr\u0101k, izol\u0113t testus un samazin\u0101t laiku, kas nepiecie\u0161ams testu gad\u012bjumu atk\u0101rto\u0161anai.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"5_Generativa_maksliga_intelekta_testesana\"><\/span><b>5. \u0122enerat\u012bv\u0101 m\u0101ksl\u012bg\u0101 intelekta test\u0113\u0161ana:  <\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">\u0122enerat\u012bv\u0101 m\u0101ksl\u012bg\u0101 intelekta test\u0113\u0161ana ir jaun\u0101k\u0101 inov\u0101cija programmat\u016bras test\u0113\u0161an\u0101. Izmantojot LLM, QA komandas var izveidot test\u0113\u0161anas gad\u012bjumus un test\u0113\u0161anas datus, kas pal\u012bdz pa\u0101trin\u0101t test\u0113\u0161anas procesu. \u0160ie testu gad\u012bjumi ir \u013coti elast\u012bgi un redi\u0123\u0113jami, kas pal\u012bdz izstr\u0101d\u0101t\u0101jiem atk\u0101rtoti izmantot un izmantot testus un iev\u0113rojami palielina test\u0113\u0161anas apjomu.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Koppilotu_un_kopilotu_izmantosana_musdienas\"><\/span><strong>Koppilotu un kopilotu izmanto\u0161ana m\u016bsdien\u0101s  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Generativais_maksligais_intelekts_programmaturas_testesana_un_RPA\"><\/span><strong>\u0122enerat\u012bvais m\u0101ksl\u012bgais intelekts programmat\u016bras test\u0113\u0161an\u0101 un 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=\"Kopilotu un \u0123enerat\u012bv\u0101 m\u0101ksl\u012bg\u0101 intelekta izmanto\u0161ana programmat\u016bras test\u0113\u0161an\u0101 un RPA m\u016bsdien\u0101s\" 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;\">\u0122enerat\u012bvajam m\u0101ksl\u012bgajam intelektam un kopilotiem ir bijusi liela ietekme uz programmat\u016bras test\u0113\u0161anu. Tom\u0113r, t\u0101 viet\u0101, lai piln\u012bb\u0101 aizst\u0101tu programm\u0113t\u0101jus, \u0161ie r\u012bki ir pal\u012bdz\u0113ju\u0161i papildin\u0101t test\u0113t\u0101jus. \u012as\u0101k sakot, t\u0101s pal\u012bdz izstr\u0101d\u0101t\u0101jiem k\u013c\u016bt \u0101tr\u0101kajiem un efekt\u012bv\u0101kajiem un daudzos gad\u012bjumos uzlabo test\u0113\u0161anas kvalit\u0101ti.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Port\u0101ls <\/span><a href=\"https:\/\/survey.stackoverflow.co\/2023\/\"><br \/>\n  <span style=\"font-weight: 400;\">Stack Overflow izstr\u0101d\u0101t\u0101ju aptauja no 2023. gada<\/span><br \/>\n<\/a><span style=\"font-weight: 400;\">  pied\u0101v\u0101 ieskatu par m\u0101ksl\u012bg\u0101 intelekta r\u012bku izmanto\u0161anu programmat\u016bras izstr\u0101d\u0101t\u0101ju kopien\u0101 m\u016bsdien\u0101s. Viena no interesant\u0101kaj\u0101m aptaujas da\u013c\u0101m liecina, ka, lai gan nedaudz vair\u0101k nek\u0101 puse izstr\u0101d\u0101t\u0101ju nor\u0101d\u012bja, ka vi\u0146us interes\u0113 m\u0101ksl\u012bg\u0101 intelekta r\u012bki programmat\u016bras test\u0113\u0161anai, maz\u0101k nek\u0101 3 % apgalvoja, ka uzticas \u0161iem r\u012bkiem. Turkl\u0101t tikai 1 no 4 aptauj\u0101tajiem nor\u0101d\u012bja, ka pa\u0161laik izmanto m\u0101ksl\u012bg\u0101 intelekta r\u012bkus programmat\u016bras test\u0113\u0161anai.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0160\u012b statistika ir interesanta ar to, ka t\u0101 liecina, ka m\u0101ksl\u012bg\u0101 intelekta r\u012bku izmanto\u0161ana v\u0113l nav pla\u0161i izplat\u012bta un ka agr\u012bnie lietot\u0101ji joproj\u0101m var ieg\u016bt priek\u0161roc\u012bbas.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_Kopilota_un_generativa_maksliga_intelekta_izmantosanas_gadijumi_programmaturas_testesana_un_RPA\"><\/span><strong>1. Kopilota un \u0123enerat\u012bv\u0101 m\u0101ksl\u012bg\u0101 intelekta izmanto\u0161anas gad\u012bjumi programmat\u016bras test\u0113\u0161an\u0101 un RPA<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Kopiloti un \u0123enerat\u012bvais m\u0101ksl\u012bgais intelekts ietekm\u0113 visas programmat\u016bras izstr\u0101des jomas. \u0160eit ir da\u017ei no veidiem, k\u0101 \u0161\u012b tehnolo\u0123ija var pal\u012bdz\u0113t programmat\u016bras test\u0113\u0161an\u0101 un RPA.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Prasibu_analize\"><\/span><em><strong>Pras\u012bbu anal\u012bze<\/strong><\/em><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p><span style=\"font-weight: 400;\">Piepras\u012bjumu anal\u012bze ir programmat\u016bras izstr\u0101des cikla b\u016btiska da\u013ca. \u0160is process ietver ieinteres\u0113to personu pras\u012bbu un da\u017e\u0101do programmat\u016bras izveid\u0113 nepiecie\u0161amo funkciju izpratni. \u0122enerat\u012bvais m\u0101ksl\u012bgais intelekts var pal\u012bdz\u0113t komand\u0101m ideju izstr\u0101d\u0113, pied\u0101v\u0101jot jaunas idejas un perspekt\u012bvas.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Testu_planosana\"><\/span><em><strong>Testu pl\u0101no\u0161ana<\/strong><\/em><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p><span style=\"font-weight: 400;\">Kad test\u0113\u0161anas pras\u012bbas ir labi izprastas, QA komand\u0101m ir j\u0101izstr\u0101d\u0101 grafiks, lai nodro\u0161in\u0101tu atbilsto\u0161u testu p\u0101rkl\u0101jumu. \u0160\u0101da veida darbam ir nepiecie\u0161amas speci\u0101l\u0101s zin\u0101\u0161anas un pieredze, ta\u010du \u0122enerat\u012bvais m\u0101ksl\u012bgais intelekts var atbalst\u012bt komandas, izmantojot piem\u0113rus un rokasgr\u0101matas, k\u0101 ar\u012b sniegt ieteikumus par konkr\u0113tiem r\u012bkiem un lab\u0101ko praksi, kas atbilst to unik\u0101laj\u0101m pras\u012bb\u0101m.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Testesanas_gadijumu_izveide\"><\/span><em><strong>Test\u0113\u0161anas gad\u012bjumu izveide<\/strong><\/em><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p><span style=\"font-weight: 400;\">Kvalit\u0101tes nodro\u0161in\u0101\u0161anas komandas var izmantot LLM, lai analiz\u0113tu kodu, lietot\u0101ja pras\u012bbas un programmat\u016bras specifik\u0101cijas un izprastu sist\u0113mas pamat\u0101 eso\u0161\u0101s sakar\u012bbas. Kad m\u0101ksl\u012bgais intelekts ir apzin\u0101jis programmat\u016bras ieejas un izejas datus un paredzamo uzved\u012bbu, tas var s\u0101kt veidot test\u0113\u0161anas gad\u012bjumus, kas test\u0113s programmat\u016bru.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Ieguvumi \u0161aj\u0101 gad\u012bjum\u0101 ir pla\u0161\u0101ki nek\u0101 tikai laika ietaup\u012bjums un manu\u0101la kod\u0113\u0161ana. M\u0101ksl\u012bg\u0101 intelekta test\u0113\u0161anas gad\u012bjumu izveide var ar\u012b nodro\u0161in\u0101t visaptvero\u0161\u0101ku p\u0101rkl\u0101jumu, jo t\u0101 var izp\u0113t\u012bt jomas, kuras QA in\u017eenieri var\u0113tu ne\u0146emt v\u0113r\u0101, t\u0101d\u0113j\u0101di nodro\u0161inot uzticam\u0101kus testus.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Kludu_meklesana_un_noversana\"><\/span><em><strong>K\u013c\u016bdu mekl\u0113\u0161ana un nov\u0113r\u0161ana<\/strong><\/em><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p><span style=\"font-weight: 400;\">Ma\u0161\u012bnm\u0101c\u012b\u0161an\u0101s \u013cauj QA speci\u0101listiem iev\u0113rojami samazin\u0101t laiku, kas nepiecie\u0161ams k\u013c\u016bdu atkl\u0101\u0161anai un nov\u0113r\u0161anai. Programmat\u016bras test\u0113\u0161an\u0101 daudzas k\u013c\u016bdas ir viegli atrast. Tom\u0113r daudzos gad\u012bjumos tas ir darbietilp\u012bgs un laikietilp\u012bgs process. \u0122enerat\u012bvais m\u0101ksl\u012bgais intelekts var veikt p\u0101rbaudes, izmantojot tikai da\u013cu no manu\u0101li str\u0101d\u0101jo\u0161o laika, un pal\u012bdz\u0113t izcelt pat visgr\u016bt\u0101k nov\u0113r\u0161am\u0101s k\u013c\u016bdas. Turkl\u0101t \u0161ie m\u0101ksl\u012bg\u0101 intelekta r\u012bki var ar\u012b nov\u0113rst identific\u0113t\u0101s k\u013c\u016bdas, ietaupot bezgal\u012bgi daudz laika kvalit\u0101tes nodro\u0161in\u0101\u0161anas komand\u0101m.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Lietotaja_saskarnes_testesana\"><\/span><em><strong>Lietot\u0101ja saskarnes test\u0113\u0161ana<\/strong><\/em><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p><span style=\"font-weight: 400;\">\u0122enerat\u012bvie m\u0101ksl\u012bg\u0101 intelekta r\u012bki var simul\u0113t da\u017e\u0101das lietot\u0101ju uzved\u012bbas un mijiedarb\u012bbas ar programmat\u016bras sist\u0113m\u0101m. \u0160\u012bs metodes var dot izstr\u0101d\u0101t\u0101ju komand\u0101m p\u0101rliec\u012bbu, ka vi\u0146u saskarne var tikt izmantota visda\u017e\u0101d\u0101kajos cilv\u0113ka un datora lietojumos. Turkl\u0101t \u0123enerat\u012bvais m\u0101ksl\u012bgais intelekts var ar\u012b analiz\u0113t lietot\u0101ja saskarnes datus un siltuma kartes un sniegt ieteikumus, k\u0101 uzlabot lietot\u0101ja saskarni un padar\u012bt to lietot\u0101jam draudz\u012bg\u0101ku.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Koppilotu_un_generativa_maksliga_intelekta_nakotne\"><\/span><strong>Koppilotu un \u0123enerat\u012bv\u0101 m\u0101ksl\u012bg\u0101 intelekta n\u0101kotne<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"in_Programmaturas_testesana_un_RPA\"><\/span><strong>  in Programmat\u016bras test\u0113\u0161ana un 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=\"Koppilotu un \u0123enerat\u012bv\u0101 m\u0101ksl\u012bg\u0101 intelekta n\u0101kotne programmat\u016bras test\u0113\u0161an\u0101 un 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;\">Lai gan pa\u0161reiz\u0113j\u0101 kopilotu un \u0123enerat\u012bv\u0101 m\u0101ksl\u012bg\u0101 intelekta izmanto\u0161ana programmat\u016bras automatiz\u0101cij\u0101 jau ir aizraujo\u0161a, n\u0101kotne ir v\u0113l daudzsolo\u0161\u0101ka.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Koppilota un \u0123enerat\u012bv\u0101 m\u0101ksl\u012bg\u0101 intelekta n\u0101kotne ir atkar\u012bga no uzlabojumiem, ko var veikt produktos. Nesen Purdue Universit\u0101t\u0113 veiktaj\u0101 p\u0113t\u012bjum\u0101 ar nosaukumu  <\/span><a href=\"https:\/\/arxiv.org\/pdf\/2308.02312.pdf\"><span style=\"font-weight: 400;\">Kur\u0161 uz to atbild lab\u0101k? Padzi\u013cin\u0101ta ChatGPT un Stack Overflow atbil\u017eu uz programmat\u016bras in\u017eenierijas jaut\u0101jumiem anal\u012bze<\/span><\/a><span style=\"font-weight: 400;\">  uzsver da\u017eus no \u0123enerat\u012bv\u0101 m\u0101ksl\u012bg\u0101 intelekta mode\u013cu ierobe\u017eojumiem.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">P\u0113tnieki sniedza ChatGPT vair\u0101k nek\u0101 500 jaut\u0101jumus no Stack Overflow. M\u0101ksl\u012bg\u0101 intelekta r\u012bks vair\u0101k nek\u0101 uz pusi jaut\u0101jumu atbild\u0113ja neprec\u012bzi. Tagad ir svar\u012bgi atz\u012bm\u0113t, ka viena no b\u016btisk\u0101kaj\u0101m probl\u0113m\u0101m, ko p\u0113tnieki atz\u012bm\u0113ja, bija t\u0101, ka m\u0101ksl\u012bgais intelekts visbie\u017e\u0101k cieta neveiksmi, jo tas pien\u0101c\u012bgi nesaprata jaut\u0101jumus. \u0160\u012b deta\u013ca pasv\u012btro \u0101tr\u0101s in\u017eenierijas noz\u012bmi \u0123enerat\u012bvaj\u0101 m\u0101ksl\u012bgaj\u0101 intelekt\u0101.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Turkl\u0101t gan Google, gan Amazon \u0161ogad ir veiku\u0161i neatkar\u012bgus testus, lai p\u0101rbaud\u012btu \u0123enerat\u012bv\u0101 m\u0101ksl\u012bg\u0101 intelekta r\u012bku kvalit\u0101ti intervijas jaut\u0101jumu vid\u0113. Abos gad\u012bjumos r\u012bks sp\u0113ja pietiekami labi atbild\u0113t uz testa jaut\u0101jumiem, lai ieg\u016btu poz\u012bciju, k\u0101 zi\u0146o  <\/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;\"> un <\/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;\">, attiec\u012bgi.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">T\u0101tad ir skaidrs, ka \u0161\u012b tehnolo\u0123ija ir t\u0101d\u0101 stadij\u0101, kad potenci\u0101ls ir, ta\u010du ir j\u0101nov\u0113r\u0161 da\u017eas nelielas nepiln\u012bbas. P\u0113d\u0113jo gadu laik\u0101 \u0161o r\u012bku uzlabo\u0161an\u0101s m\u0113rogs dod mums p\u0101rliec\u012bbu, ka tas sasniegs vajadz\u012bgo l\u012bmeni un, iesp\u0113jams, tiks sasniegts \u0101tr\u0101k, nek\u0101 pl\u0101nots.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Tagad varam apl\u016bkot da\u017eas jomas, kur\u0101s \u0161\u012bs tehnolo\u0123ijas ietekm\u0113s programmat\u016bras izstr\u0101des test\u0113\u0161anas n\u0101kotni.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_Hiperautomatizacija\"><\/span><strong>1. Hiperautomatiz\u0101cija<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Hiperautomatiz\u0101cija raksturo galam\u0113r\u0137i uz\u0146\u0113muma evol\u016bcij\u0101, kur\u0101 katrs process, ko iesp\u0113jams automatiz\u0113t, tiks automatiz\u0113ts. T\u0101 ir holistiska pieeja produktivit\u0101tei, kas ir savstarp\u0113ji cie\u0161i saist\u012bta.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Run\u0101jot par programmat\u016bras izstr\u0101di, nav gr\u016bti iedom\u0101ties centraliz\u0113tu sist\u0113mu, kas p\u0101rrauga biznesa procesu pras\u012bbas. Sist\u0113ma saprat\u012bs un noteiks vajadz\u012bbas un efektivit\u0101ti, k\u0101 ar\u012b past\u0101v\u012bgi identific\u0113s jomas, kuras ir j\u0101uzlabo, izmantojot tehnolo\u0123ijas.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Uz\u0146\u0113mumiem att\u012bstoties, \u0161\u012bs centraliz\u0113t\u0101s sist\u0113mas izmantos \u0123enerat\u012bvo m\u0101ksl\u012bgo intelektu, lai rad\u012btu lietojumprogrammas, kas autom\u0101tiski atrisin\u0101s sastr\u0113gumus un neefektivit\u0101ti vai, iesp\u0113jams, nodos konkr\u0113tus uzdevumus in\u017eenieriem.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_Programmaturas_arhitekturu_projektesana\"><\/span><strong>2. Programmat\u016bras arhitekt\u016bru projekt\u0113\u0161ana<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Izmantojot pietiekamu datu apjomu, m\u0101ksl\u012bg\u0101 intelekta r\u012bki var\u0113tu izprast programmat\u016bras arhitekt\u016bras paraugpraksi un atrast veidus, k\u0101 uzlabot \u0161os projektus, lai nodro\u0161in\u0101tu maksim\u0101lu efektivit\u0101ti. Ma\u0161\u012bnm\u0101c\u012b\u0161an\u0101s ir saist\u012bta ar t\u0101du likumsakar\u012bbu un sakar\u012bbu mekl\u0113\u0161anu, kas ir \u0101rpus cilv\u0113ka pr\u0101ta redzesloka.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Ja m\u0101ksl\u012bg\u0101 intelekta r\u012bkiem ir pietiekamas zin\u0101\u0161anas par da\u017e\u0101d\u0101m lietojumprogramm\u0101m, m\u0113s varam tiem dot nor\u0101d\u012bjumus piel\u0101got iepriek\u0161\u0113j\u0101s arhitekt\u016bras jaun\u0101m pras\u012bb\u0101m, t\u0101d\u0113j\u0101di radot efekt\u012bv\u0101kas konstrukcijas vai pat idejas, kas cit\u0101di netiktu \u0146emtas v\u0113r\u0101.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_Lidzsinejo_sistemu_modernizacija\"><\/span><strong>3. L\u012bdz\u0161in\u0113jo sist\u0113mu moderniz\u0101cija<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Lai gan neviena programmat\u016bra nekad nav perfekta, ir daudzi r\u012bki, kas joproj\u0101m lieliski veic savu darbu un ir tik dzi\u013ci iesak\u0146oju\u0161ies uz\u0146\u0113muma infrastrukt\u016br\u0101, ka tos ir gr\u016bti aizst\u0101t. \u0160o sist\u0113mu piel\u0101go\u0161ana var sag\u0101d\u0101t gr\u016bt\u012bbas, jo \u012bpa\u0161i, ja t\u0101s ir rakst\u012btas, izmantojot programmat\u016bras kodu, kas ir izg\u0101jis no modes.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">N\u0101kotn\u0113 \u0123enerat\u012bv\u0101 m\u0101ksl\u012bg\u0101 intelekta r\u012bki sp\u0113s p\u0101rv\u0113rst \u0161o kodu pa\u0161reiz\u0113j\u0101 valod\u0101, \u013caujot komand\u0101m saglab\u0101t un daudzos gad\u012bjumos ar\u012b uzlabot savas mantot\u0101s sist\u0113mas.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"4_Low-code_un_no-code_izstrades_uzlabosana\"><\/span><strong>4. Low-code un no-code izstr\u0101des uzlabo\u0161ana<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Viens no iepriek\u0161 identific\u0113tajiem izaicin\u0101jumiem automatiz\u0113t programmat\u016bras test\u0113\u0161anu, izmantojot \u0123enerat\u012bv\u0101 m\u0101ksl\u012bg\u0101 intelekta r\u012bkus, bija situ\u0101cija, kad kod\u0113t\u0101jam tr\u016bka zin\u0101\u0161anu un pieredzes, lai p\u0101rbaud\u012btu rezult\u0101tus.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">M\u0101ksl\u012bg\u0101 intelekta kopiloti pal\u012bdz\u0113s papildin\u0101t zemas kod\u0113\u0161anas r\u012bkus, sniedzot lab\u0101kus ieteikumus, kas \u013caus izstr\u0101d\u0101t stabilas lietojumprogrammas. Sare\u017e\u0123\u012bti test\u0113\u0161anas r\u012bki \u013caus cilv\u0113kiem operatoriem br\u012bvi rado\u0161i darboties, vienlaikus past\u0101v\u012bgi p\u0101rbaudot vi\u0146u darbu un paverot iesp\u0113ju profesion\u0101\u013ciem, kas nav tehniskie speci\u0101listi, veidot nepiecie\u0161am\u0101s lietojumprogrammas.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Generativa_maksliga_intelekta_prieksrocibas_programmaturas_testesana\"><\/span><strong>\u0122enerat\u012bv\u0101 m\u0101ksl\u012bg\u0101 intelekta priek\u0161roc\u012bbas programmat\u016bras test\u0113\u0161an\u0101<\/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=\"programmat\u016bras test\u0113\u0161anas automatiz\u0101cijas un rpa (robotiz\u0113tas procesu automatiz\u0101cijas) \u0101tr\u0101s vad\u012bbas in\u017eenierija.\" 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;\">\u0122enerat\u012bv\u0101 m\u0101ksl\u012bg\u0101 intelekta izmanto\u0161anai programmat\u016bras test\u0113\u0161an\u0101 ir daudz priek\u0161roc\u012bbu, kas padara to par pievilc\u012bgu risin\u0101jumu izstr\u0101des komand\u0101m, kuras v\u0113las str\u0101d\u0101t \u0101tr\u0101k, ta\u010du neapdraudot kvalit\u0101ti.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_Programmaturas_izstrades_cikla_paatrinasana\"><\/span><strong>1. Programmat\u016bras izstr\u0101des cikla pa\u0101trin\u0101\u0161ana<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Izstr\u0101d\u0101t\u0101ji ir pak\u013cauti past\u0101v\u012bgam spiedienam str\u0101d\u0101t garas darba stundas, lai nodro\u0161in\u0101tu, ka programmat\u016bra un jaunas funkcijas tiek laic\u012bgi laistas tirg\u016b. Lai gan Agile\/DevOps metodolo\u0123ijas ir nodro\u0161in\u0101ju\u0161as efekt\u012bv\u0101ku izstr\u0101di, joproj\u0101m ir atsevi\u0161\u0137i izstr\u0101des posmi, kurus var\u0113tu v\u0113l vair\u0101k racionaliz\u0113t.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0122enerat\u012bvie m\u0101ksl\u012bg\u0101 intelekta r\u012bki \u013cauj test\u0113\u0161anas komand\u0101m risin\u0101t da\u017e\u0101dus SDLC posmus, s\u0101kot no prototipu \u0123ener\u0113\u0161anas l\u012bdz lietot\u0101ja saskarnes test\u0113\u0161anai.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_Visaptverosa_kludu_atklasana\"><\/span><strong>2. Visaptvero\u0161a k\u013c\u016bdu atkl\u0101\u0161ana<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Viens no sp\u0113c\u012bg\u0101kajiem m\u0101ksl\u012bg\u0101 intelekta lietojumiem programmat\u016bras test\u0113\u0161an\u0101 ir tehnolo\u0123ijas sp\u0113ja sal\u012bdzin\u0101t lielas datu kopas. ML r\u012bki var analiz\u0113t pla\u0161as datu kopas (tostarp kodu), lai izveidotu inform\u0101cijas kr\u0101tuvi un paredzamos mode\u013cus.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Kad izstr\u0101d\u0101t\u0101ji nodod kodu, vi\u0146i to var sal\u012bdzin\u0101t ar \u0161iem mode\u013ciem, kas var izcelt neparedz\u0113tus scen\u0101rijus, atkar\u012bbas un ievainojam\u012bbas, t\u0101d\u0113j\u0101di \u013caujot uzlabot kodu vis\u0101 izstr\u0101des proces\u0101.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_Uzlabots_testu_parklajums\"><\/span><strong>3. Uzlabots testu p\u0101rkl\u0101jums<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Ma\u0161\u012bnm\u0101c\u012b\u0161an\u0101s r\u012bki ir rad\u012bti, lai analiz\u0113tu un izprastu pla\u0161as datu kopas. Piem\u0113rojot to programmat\u016bras test\u0113\u0161anai, tas \u013cauj komand\u0101m palielin\u0101t programmat\u016bras test\u0113\u0161anas apjomu. Priek\u0161roc\u012bbas ir ne tikai cilv\u0113ku darbasp\u0113ka izsl\u0113g\u0161ana no vien\u0101dojuma, lai ietaup\u012btu naudu; m\u0101ksl\u012bgais intelekts ar\u012b \u013cauj veikt daudz visaptvero\u0161\u0101ku test\u0113\u0161anu, kas \u013cauj uzlabot k\u013c\u016bdu atkl\u0101\u0161anu sare\u017e\u0123\u012btos scen\u0101rijos.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"4_Samazinatas_izmaksas\"><\/span><strong>4. Samazin\u0101tas izmaksas<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Sal\u012bdzinot ar QA in\u017eenieru komandas nodarbin\u0101\u0161anu un vi\u0146u izmanto\u0161anu atk\u0101rtotu un laikietilp\u012bgu programmat\u016bras test\u0113\u0161anas uzdevumu veik\u0161anai, \u0123enerat\u012bvais m\u0101ksl\u012bgais intelekts un RPA ir \u0101tr\u0101ki un rentabl\u0101ki.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">T\u0101 k\u0101 programmat\u016bras izstr\u0101des jom\u0101 pieaug konkurence, arvien svar\u012bg\u0101k ir atrast veidus, k\u0101 nodro\u0161in\u0101t kvalitat\u012bvus un iztur\u012bgus produktus, iev\u0113rojot bud\u017eetu. \u0122enerat\u012bvie m\u0101ksl\u012bg\u0101 intelekta r\u012bki un kopiloti var mazin\u0101t in\u017eenieru atkar\u012bbu un \u013caut vi\u0146iem veikt uz v\u0113rt\u012bbu orient\u0113tu darbu, k\u0101 ar\u012b samazin\u0101t uzp\u016bsto konstrukciju skaitu.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Vai_generativie_maksliga_intelekta_riki_nozime_beigas\"><\/span><strong>Vai \u0123enerat\u012bvie m\u0101ksl\u012bg\u0101 intelekta r\u012bki noz\u012bm\u0113 beigas<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"programmaturas_inzenieru\"><\/span><strong>  programmat\u016bras in\u017eenieru?<\/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=\"Vai \u0123enerat\u012bv\u0101 m\u0101ksl\u012bg\u0101 intelekta r\u012bki noz\u012bm\u0113 cilv\u0113ku programmat\u016bras in\u017eenieru galu?\" 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;\">Neraugoties uz ac\u012bmredzamaj\u0101m priek\u0161roc\u012bb\u0101m, jebkur\u0161 automatiz\u0101cijas r\u012bks var rad\u012bt darbiniekiem zin\u0101mu satraukumu par savu n\u0101kotni. Lai gan t\u0101 ir norm\u0101la reakcija, \u0123enerat\u012bv\u0101 m\u0101ksl\u012bg\u0101 intelekta \u0101trums un apjoms noz\u012bm\u0113, ka ba\u017eas ir liel\u0101kas nek\u0101 parasti. Lai gan ar \u0161iem r\u012bkiem var automatiz\u0113t daudzus darbus, tie nevar veikt visus programmat\u016bras in\u017eenieru uzdevumus. In\u017eenieriem un vad\u012bt\u0101jiem ir b\u016btiski izprast tehnolo\u0123iju iesp\u0113jas un to ierobe\u017eojumus.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Pirmais, kas cilv\u0113kiem ir j\u0101atceras, ir tas, ka test\u0113\u0161anas automatiz\u0101cijas r\u012bki, kurus darbina m\u0101ksl\u012bgais intelekts, tirg\u016b past\u0101v jau ilgu laiku. Tom\u0113r \u0123enerat\u012bv\u0101 m\u0101ksl\u012bg\u0101 intelekta lietot\u0101jam draudz\u012bg\u0101 daba \u013cauj to padar\u012bt v\u0113l elast\u012bg\u0101ku.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Viena no pirmaj\u0101m liet\u0101m, kas mums j\u0101\u0146em v\u0113r\u0101, ir t\u0101, ka \u0123enerat\u012bvais m\u0101ksl\u012bgais intelekts vislab\u0101k darbojas ar rezult\u0101tiem, kurus var p\u0101rbaud\u012bt. Tas ir b\u016btisks aspekts. Ties\u012bbu zin\u0101t\u0146u ma\u0123istri ir apm\u0101c\u012bti t\u0101, ka vi\u0146i dar\u012bs visu iesp\u0113jamo, lai sniegtu jums atbildi, pat ja tas reiz\u0113m noz\u012bm\u0113 faktu, atsau\u010du un argumentu &#8220;halucin\u0113\u0161anu&#8221;.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Tagad, ja jums ir pietiekamas zin\u0101\u0161anas par kod\u0113\u0161anu, j\u016bs var\u0113siet izlas\u012bt un p\u0101rbaud\u012bt jebkuru tekstu, ko \u0123enerat\u012bvais m\u0101ksl\u012bgais intelekts izdara, un konstat\u0113t iesp\u0113jam\u0101s k\u013c\u016bdas. Ja esat pilsonis programm\u0113t\u0101js, kas izmanto \u0123enerat\u012bvo m\u0101ksl\u012bgo intelektu, nevis sp\u0113j programm\u0113t, j\u016bs nesp\u0113siet tik labi paman\u012bt \u0161\u012bs k\u013c\u016bdas.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">T\u0101p\u0113c, raugoties no \u0161\u0101da viedok\u013ca, kvalific\u0113ti in\u017eenieri joproj\u0101m b\u016bs b\u016btiska programmat\u016bras izstr\u0101des ekosist\u0113mas da\u013ca. Vi\u0146iem joproj\u0101m b\u016bs j\u0101test\u0113 gan uzraudz\u012bbas, gan praktisk\u0101 zi\u0146\u0101.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">V\u0113l viens programmat\u016bras test\u0113\u0161an\u0101 izmantot\u0101 \u0123enerat\u012bv\u0101 m\u0101ksl\u012bg\u0101 intelekta ierobe\u017eojums ir saist\u012bts ar test\u0113\u0161anu mobilaj\u0101s ier\u012bc\u0113s. Piem\u0113ram, ChatGPT ir labs risin\u0101jums vietnes lietot\u0101ja saskarnes test\u0113\u0161anai. Tom\u0113r tam nav piek\u013cuves da\u017e\u0101d\u0101m mobilaj\u0101m ier\u012bc\u0113m. T\u0101 k\u0101 tirg\u016b ir tik daudz da\u017e\u0101du t\u0101lru\u0146u un mode\u013cu, t\u0101 atpaliek no pa\u0161reiz\u0113j\u0101s test\u0113\u0161anas automatiz\u0101cijas programmat\u016bras, piem\u0113ram, ZAPTEST. Ar\u012b \u0161\u012b probl\u0113ma nav mazs \u0161\u0137\u0113rslis. Vair\u0101k nek\u0101  <\/span><a href=\"https:\/\/explodingtopics.com\/blog\/mobile-internet-traffic\"><br \/>\n  <span style=\"font-weight: 400;\">puse no visiem interneta lietot\u0101jiem izmanto mobilos t\u0101lru\u0146us.<\/span><br \/>\n<\/a><span style=\"font-weight: 400;\">, un ar katru gadu \u0161is skaits pieaug.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Lai gan \u0123enerat\u012bvais m\u0101ksl\u012bgais intelekts p\u0101r\u0146ems daudzus izstr\u0101d\u0101t\u0101ju pien\u0101kumus, tas nepadar\u012bs \u0161os profesion\u0101\u013cus novecoju\u0161us bez liel\u0101m izmai\u0146\u0101m test\u0113\u0161anas infrastrukt\u016br\u0101 un iesp\u0113j\u0101m p\u0101rbaud\u012bt rezult\u0101tus.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Nobeiguma_domas\"><\/span><strong>Nobeiguma domas<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Programmat\u016bras test\u0113\u0161ana un RPA nep\u0101rtraukti pilnveidojas. T\u0101 k\u0101 rodas jaunas tehnolo\u0123ijas un metodes, abas discipl\u012bnas apg\u016bst lab\u0101ko praksi, lai pal\u012bdz\u0113tu QA komand\u0101m nodro\u0161in\u0101t \u0101tr\u0101ku un visaptvero\u0161\u0101ku test\u0113\u0161anu par da\u013cu no manu\u0101l\u0101s test\u0113\u0161anas cenas.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Lai gan test\u0113\u0161anas apjoma uzlabo\u0161ana un cilv\u0113cisko k\u013c\u016bdu un izmaksu samazin\u0101\u0161ana ir da\u017eas no ac\u012bmredzam\u0101kaj\u0101m m\u0101ksl\u012bg\u0101 intelekta test\u0113\u0161anas priek\u0161roc\u012bb\u0101m, tas ar\u012b pal\u012bdz komand\u0101m pie\u0146emt nep\u0101rtrauktas integr\u0101cijas un izvieto\u0161anas (CI\/CD) pieeju.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Pat\u0113r\u0113t\u0101ju v\u0113lmes un konkurence ir liel\u0101ka nek\u0101 jebkad agr\u0101k, t\u0101p\u0113c \u0123enerat\u012bvais m\u0101ksl\u012bgais intelekts pied\u0101v\u0101 komand\u0101m veidu, k\u0101 nodro\u0161in\u0101t \u0101trus un efekt\u012bvus testus, neapdraudot kvalit\u0101ti.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>&#8220;\u0160is ir pats p\u0101rsteidzo\u0161\u0101kais ma\u0161\u012bnm\u0101c\u012b\u0161an\u0101s pielietojums, k\u0101du jebkad esmu redz\u0113jis.&#8221;&#8221; Maiks Kr\u012bgers, Instagram l\u012bdzdibin\u0101t\u0101js. &nbsp; Maika Kr\u012bgera v\u0101rdi nav p\u0101rsp\u012bl\u0113jumi. Lai gan ML sp\u0113j veikt da\u017eas iev\u0113rojamas lietas datu anal\u012bzes un ieskatu zi\u0146\u0101, GitHub Copilot ir piln\u012bgs sp\u0113\u013cu pav\u0113rsiens, jo tas var sniegt potenci\u0101lu produktu izstr\u0101d\u0101t\u0101jiem vis\u0101 pasaul\u0113. Kod\u0113\u0161anas kopiloti un \u0123enerat\u012bvais m\u0101ksl\u012bgais intelekts pal\u012bdz [&hellip;]<\/p>\n","protected":false},"author":14624,"featured_media":71423,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_seopress_robots_primary_cat":"none","_seopress_titles_title":"Kopilotu un \u0123enerat\u012bv\u0101 m\u0101ksl\u012bg\u0101 intelekta ietekme uz RPA \/ programmat\u016bras test\u0113\u0161anu","_seopress_titles_desc":"No kopilotu un \u0123enerat\u012bv\u0101 m\u0101ksl\u012bg\u0101 intelekta ietekmes uz programmat\u016bras izstr\u0101di, test\u0113\u0161anu un RPA l\u012bdz pat \u0161o tehnolo\u0123iju n\u0101kotnei - uzziniet visu, kas j\u0101zina!","_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":[477],"tags":[],"class_list":{"0":"post-71393","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-ai-lv"},"acf":{"short_name":"Kopiloti un \u0123enerat\u012bvais m\u0101ksl\u012bgais intelekts RPA \/ programmat\u016bras test\u0113\u0161ana"},"_links":{"self":[{"href":"https:\/\/www.zaptest.com\/lv\/wp-json\/wp\/v2\/posts\/71393","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.zaptest.com\/lv\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.zaptest.com\/lv\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.zaptest.com\/lv\/wp-json\/wp\/v2\/users\/14624"}],"replies":[{"embeddable":true,"href":"https:\/\/www.zaptest.com\/lv\/wp-json\/wp\/v2\/comments?post=71393"}],"version-history":[{"count":0,"href":"https:\/\/www.zaptest.com\/lv\/wp-json\/wp\/v2\/posts\/71393\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.zaptest.com\/lv\/wp-json\/wp\/v2\/media\/71423"}],"wp:attachment":[{"href":"https:\/\/www.zaptest.com\/lv\/wp-json\/wp\/v2\/media?parent=71393"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.zaptest.com\/lv\/wp-json\/wp\/v2\/categories?post=71393"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.zaptest.com\/lv\/wp-json\/wp\/v2\/tags?post=71393"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}