{"id":71005,"date":"2023-11-04T13:14:40","date_gmt":"2023-11-04T13:14:40","guid":{"rendered":"https:\/\/www.zaptest.com\/copilots-and-generative-ias-impact-in-rpa-and-software-testing-present-future"},"modified":"2023-11-04T13:54:15","modified_gmt":"2023-11-04T13:54:15","slug":"copilots-and-generative-ias-impact-in-rpa-and-software-testing-present-future","status":"publish","type":"post","link":"https:\/\/dev.zaptest.com\/sq\/copilots-and-generative-ias-impact-in-rpa-and-software-testing-present-future","title":{"rendered":"Copilots and Generative IA&#8217;s Impact in RPA and Software Testing &#8211; Present &amp; Future"},"content":{"rendered":"<h1><\/h1>\n<p><em><strong>&#8220;Ky \u00ebsht\u00eb aplikimi i vet\u00ebm m\u00eb i bezdissh\u00ebm i m\u00ebsimit t\u00eb makinerive q\u00eb kam par\u00eb ndonj\u00ebher\u00eb.&#8221;<\/strong><\/em><\/p>\n<p><span style=\"font-weight: 400;\">Mike Krieger, bashk\u00ebthemelues i Instagramit.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Fjal\u00ebt e Mike Krieger nuk jan\u00eb hiperbol\u00eb. Nd\u00ebrsa ML \u00ebsht\u00eb e aft\u00eb p\u00ebr disa gj\u00ebra t\u00eb shquara n\u00eb lidhje me analiz\u00ebn e t\u00eb dh\u00ebnave dhe mendjempreht\u00ebsin\u00eb, GitHub Copilot \u00ebsht\u00eb nj\u00eb ndryshim total i loj\u00ebs p\u00ebr shkak t\u00eb dobis\u00eb potenciale q\u00eb mund t\u00eb ofroj\u00eb zhvilluesit e produkteve n\u00eb t\u00eb gjith\u00eb bot\u00ebn.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Copilots kodimi dhe Generative IA ndihmojn\u00eb ekipet t\u00eb zhbllokojn\u00eb p\u00ebrfitime t\u00eb m\u00ebdha, t\u00eb tilla si p\u00ebrshpejtimi i ciklit t\u00eb jet\u00ebs s\u00eb zhvillimit t\u00eb softuerit n\u00eb shpejt\u00ebsi deri tani t\u00eb paimagjinueshme. Megjithat\u00eb, ndikimi i teknologjis\u00eb n\u00eb RPA dhe Software Testing jan\u00eb dy nga kufijt\u00eb m\u00eb emocionues t\u00eb k\u00ebtij teknologjie mahnit\u00ebse.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">N\u00eb k\u00ebt\u00eb artikull, do t\u00eb shohim se si copilots kodimi dhe Generative IA kan\u00eb ndryshuar bot\u00ebn e Testimit t\u00eb Softuerit dhe RPA n\u00eb dit\u00ebt e sotme para se t\u00eb eksplorojm\u00eb ndikimin e tyre t\u00eb ardhsh\u00ebm n\u00eb teknologji.<\/span><\/p>\n<p>&nbsp;<\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_84 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:\/\/dev.zaptest.com\/sq\/copilots-and-generative-ias-impact-in-rpa-and-software-testing-present-future\/#Copilots_dhe_Generative_IA_ne\" >Copilots dhe Generative IA n\u00eb<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/dev.zaptest.com\/sq\/copilots-and-generative-ias-impact-in-rpa-and-software-testing-present-future\/#Zhvillimi_i_softuerit_A_Primer\" >Zhvillimi i softuerit: A Primer<\/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:\/\/dev.zaptest.com\/sq\/copilots-and-generative-ias-impact-in-rpa-and-software-testing-present-future\/#Kodiket_e_makinave_me_1AI\" >Kodik\u00ebt e makinave me 1.AI<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/dev.zaptest.com\/sq\/copilots-and-generative-ias-impact-in-rpa-and-software-testing-present-future\/#2_Si_funksionojne_copilotet_e_kodimit\" >2. Si funksionojn\u00eb copilot\u00ebt e kodimit?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/dev.zaptest.com\/sq\/copilots-and-generative-ias-impact-in-rpa-and-software-testing-present-future\/#3_Po_ai_gjenerues_per_kodimin_dhe_zhvillimin\" >3. Po ai gjenerues p\u00ebr kodimin dhe zhvillimin?<\/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:\/\/dev.zaptest.com\/sq\/copilots-and-generative-ias-impact-in-rpa-and-software-testing-present-future\/#Evolucioni_i_testimit_te_softuerit\" >Evolucioni i testimit t\u00eb softuerit<\/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:\/\/dev.zaptest.com\/sq\/copilots-and-generative-ias-impact-in-rpa-and-software-testing-present-future\/#1_Testimi_manual\" >1. Testimi manual:<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/dev.zaptest.com\/sq\/copilots-and-generative-ias-impact-in-rpa-and-software-testing-present-future\/#2_Testimi_me_skenar\" >2. Testimi me skenar:<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/dev.zaptest.com\/sq\/copilots-and-generative-ias-impact-in-rpa-and-software-testing-present-future\/#3_Automatizimi_i_testeve\" >3. Automatizimi i testeve:<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/dev.zaptest.com\/sq\/copilots-and-generative-ias-impact-in-rpa-and-software-testing-present-future\/#4_Testimi_i_drejtuar_nga_te_dhenat\" >4. Testimi i drejtuar nga t\u00eb dh\u00ebnat:<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/dev.zaptest.com\/sq\/copilots-and-generative-ias-impact-in-rpa-and-software-testing-present-future\/#5_Testimi_gjenerues_i_IA\" >5. Testimi gjenerues i 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:\/\/dev.zaptest.com\/sq\/copilots-and-generative-ias-impact-in-rpa-and-software-testing-present-future\/#Perdorimi_i_sotem_i_copilots_dhe\" >P\u00ebrdorimi i sot\u00ebm i copilots dhe<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/dev.zaptest.com\/sq\/copilots-and-generative-ias-impact-in-rpa-and-software-testing-present-future\/#IA_gjeneruese_ne_testimin_e_softuerit_dhe_RPA\" >IA gjeneruese n\u00eb testimin e softuerit dhe 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:\/\/dev.zaptest.com\/sq\/copilots-and-generative-ias-impact-in-rpa-and-software-testing-present-future\/#1_Copilot_dhe_Generative_IA_perdorin_rastet_ne_testimin_e_softuerit_dhe_RPA\" >1. Copilot dhe Generative IA p\u00ebrdorin rastet n\u00eb testimin e softuerit dhe 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:\/\/dev.zaptest.com\/sq\/copilots-and-generative-ias-impact-in-rpa-and-software-testing-present-future\/#Analiza_e_kerkesave\" >Analiza e k\u00ebrkesave<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/dev.zaptest.com\/sq\/copilots-and-generative-ias-impact-in-rpa-and-software-testing-present-future\/#Planifikimi_i_testit\" >Planifikimi i testit<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"https:\/\/dev.zaptest.com\/sq\/copilots-and-generative-ias-impact-in-rpa-and-software-testing-present-future\/#Krijimi_i_rasteve_te_proves\" >Krijimi i rasteve t\u00eb prov\u00ebs<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-18\" href=\"https:\/\/dev.zaptest.com\/sq\/copilots-and-generative-ias-impact-in-rpa-and-software-testing-present-future\/#Gjetja_dhe_zgjidhja_e_insekteve\" >Gjetja dhe zgjidhja e insekteve<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-19\" href=\"https:\/\/dev.zaptest.com\/sq\/copilots-and-generative-ias-impact-in-rpa-and-software-testing-present-future\/#Testimi_i_UI\" >Testimi i 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:\/\/dev.zaptest.com\/sq\/copilots-and-generative-ias-impact-in-rpa-and-software-testing-present-future\/#E_ardhmja_e_copilots_dhe_Generative_IA\" >E ardhmja e copilots dhe Generative IA<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-21\" href=\"https:\/\/dev.zaptest.com\/sq\/copilots-and-generative-ias-impact-in-rpa-and-software-testing-present-future\/#ne_Testimin_e_Softuerit_dhe_RPA\" >n\u00eb Testimin e Softuerit dhe 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:\/\/dev.zaptest.com\/sq\/copilots-and-generative-ias-impact-in-rpa-and-software-testing-present-future\/#1_Hiperautomation\" >1. Hiperautomation<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-23\" href=\"https:\/\/dev.zaptest.com\/sq\/copilots-and-generative-ias-impact-in-rpa-and-software-testing-present-future\/#2_Projektimi_i_arkitekturave_softuerike\" >2. Projektimi i arkitekturave softuerike<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-24\" href=\"https:\/\/dev.zaptest.com\/sq\/copilots-and-generative-ias-impact-in-rpa-and-software-testing-present-future\/#3_Modernizimi_i_sistemeve_te_trashegimise\" >3. Modernizimi i sistemeve t\u00eb trash\u00ebgimis\u00eb<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-25\" href=\"https:\/\/dev.zaptest.com\/sq\/copilots-and-generative-ias-impact-in-rpa-and-software-testing-present-future\/#4_Permiresimi_i_zhvillimit_me_kod_te_ulet_dhe_pa_kod\" >4. P\u00ebrmir\u00ebsimi i zhvillimit me kod t\u00eb ul\u00ebt dhe pa kod<\/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:\/\/dev.zaptest.com\/sq\/copilots-and-generative-ias-impact-in-rpa-and-software-testing-present-future\/#Perfitimet_e_IA_gjeneruese_ne_testimin_e_softuerit\" >P\u00ebrfitimet e IA gjeneruese n\u00eb testimin e softuerit<\/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:\/\/dev.zaptest.com\/sq\/copilots-and-generative-ias-impact-in-rpa-and-software-testing-present-future\/#1_Pershpejtimi_i_ciklit_te_jetes_se_zhvillimit_te_softuerit\" >1. P\u00ebrshpejtimi i ciklit t\u00eb jet\u00ebs s\u00eb zhvillimit t\u00eb softuerit<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-28\" href=\"https:\/\/dev.zaptest.com\/sq\/copilots-and-generative-ias-impact-in-rpa-and-software-testing-present-future\/#2_Zbulimi_gjitheperfshires_i_insekteve\" >2. Zbulimi gjith\u00ebp\u00ebrfshir\u00ebs i insekteve<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-29\" href=\"https:\/\/dev.zaptest.com\/sq\/copilots-and-generative-ias-impact-in-rpa-and-software-testing-present-future\/#3_Permiresimi_i_mbulimit_te_testeve\" >3. P\u00ebrmir\u00ebsimi i mbulimit t\u00eb testeve<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-30\" href=\"https:\/\/dev.zaptest.com\/sq\/copilots-and-generative-ias-impact-in-rpa-and-software-testing-present-future\/#4_Kosto_te_reduktuara\" >4. Kosto t\u00eb reduktuara<\/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:\/\/dev.zaptest.com\/sq\/copilots-and-generative-ias-impact-in-rpa-and-software-testing-present-future\/#Veglat_gjeneruese_te_IA-se_e_shqiptojne_fundin\" >Veglat gjeneruese t\u00eb IA-s\u00eb e shqiptojn\u00eb fundin<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-32\" href=\"https:\/\/dev.zaptest.com\/sq\/copilots-and-generative-ias-impact-in-rpa-and-software-testing-present-future\/#Te_inxhiniereve_te_softuerit_njerezor\" >T\u00eb inxhinier\u00ebve t\u00eb softuerit njer\u00ebzor?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-33\" href=\"https:\/\/dev.zaptest.com\/sq\/copilots-and-generative-ias-impact-in-rpa-and-software-testing-present-future\/#Mendimet_e_fundit\" >Mendimet e fundit<\/a><\/li><\/ul><\/nav><\/div>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Copilots_dhe_Generative_IA_ne\"><\/span><strong>Copilots dhe Generative IA n\u00eb  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Zhvillimi_i_softuerit_A_Primer\"><\/span><strong>Zhvillimi i softuerit: A Primer<\/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=\"Copilots dhe Generative IA n\u00eb zhvillimin e softuerit- A Primer\" width=\"500\" height=\"333\" srcset=\"https:\/\/dev.zaptest.com\/wp-content\/uploads\/2023\/11\/Copilots-and-Generative-AI-in-software-development-A-Primer--1024x683.webp 1024w, https:\/\/dev.zaptest.com\/wp-content\/uploads\/2023\/11\/Copilots-and-Generative-AI-in-software-development-A-Primer--300x200.webp 300w, https:\/\/dev.zaptest.com\/wp-content\/uploads\/2023\/11\/Copilots-and-Generative-AI-in-software-development-A-Primer--768x512.webp 768w, https:\/\/dev.zaptest.com\/wp-content\/uploads\/2023\/11\/Copilots-and-Generative-AI-in-software-development-A-Primer--1536x1024.webp 1536w, https:\/\/dev.zaptest.com\/wp-content\/uploads\/2023\/11\/Copilots-and-Generative-AI-in-software-development-A-Primer--1080x720.webp 1080w, https:\/\/dev.zaptest.com\/wp-content\/uploads\/2023\/11\/Copilots-and-Generative-AI-in-software-development-A-Primer--1280x853.webp 1280w, https:\/\/dev.zaptest.com\/wp-content\/uploads\/2023\/11\/Copilots-and-Generative-AI-in-software-development-A-Primer--980x653.webp 980w, https:\/\/dev.zaptest.com\/wp-content\/uploads\/2023\/11\/Copilots-and-Generative-AI-in-software-development-A-Primer--480x320.webp 480w, https:\/\/dev.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;\">IA gjeneruese dhe copilots kodimi jan\u00eb relativisht t\u00eb sapoardhur n\u00eb peisazhin e zhvillimit t\u00eb softuerit. Para se t\u00eb diskutojm\u00eb ndikimin e tyre n\u00eb hap\u00ebsir\u00eb, ia vlen t\u00eb shohim sfondet e tyre dhe m\u00ebnyr\u00ebn se si funksionojn\u00eb.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Kodiket_e_makinave_me_1AI\"><\/span><strong>Kodik\u00ebt e makinave me 1.AI<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Modelet e m\u00ebdha gjuh\u00ebsore (LLM) jan\u00eb p\u00ebrmir\u00ebsuar n\u00eb m\u00ebnyr\u00eb t\u00eb jasht\u00ebzakonshme gjat\u00eb viteve t\u00eb fundit. Nd\u00ebrsa madh\u00ebsia e grupeve t\u00eb t\u00eb dh\u00ebnave dhe fuqia llogarit\u00ebse jan\u00eb rritur n\u00eb m\u00ebnyr\u00eb eksponenciale, cil\u00ebsia e daljes \u00ebsht\u00eb rritur.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Ka shum\u00eb vertikale q\u00eb mund t\u00eb p\u00ebrfitojn\u00eb nga LLMs. Disa nga m\u00eb t\u00eb shkruarat p\u00ebrfshijn\u00eb gjenerimin e tekstit, imazheve, videove dhe formave t\u00eb tjera t\u00eb mediave. Megjithat\u00eb, edhe pse k\u00ebto raste p\u00ebrdorimi jan\u00eb mbres\u00ebl\u00ebn\u00ebse, ka implikime p\u00ebr zhvilluesit q\u00eb ndoshta jan\u00eb shum\u00eb m\u00eb interesante.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Ka nj\u00eb num\u00ebr autokoder\u00ebsh LLM n\u00eb treg. Megjithat\u00eb, GitHub CoPilot \u00ebsht\u00eb ndoshta m\u00eb i njohuri dhe m\u00eb i realizuari. Nj\u00eb pjes\u00eb e madhe e arsyes \u00ebsht\u00eb se ajo \u00ebsht\u00eb trajnuar n\u00eb depon GitHub. Ai ka akses n\u00eb miliona shembuj t\u00eb kodit me burim t\u00eb hapur, praktikave m\u00eb t\u00eb mira, arkitektur\u00ebs s\u00eb aplikacioneve, dhe m\u00eb shum\u00eb p\u00ebr t\u00eb m\u00ebsuar nga, gj\u00eb q\u00eb i lejon t\u00eb ofroj\u00eb dalje me cil\u00ebsi t\u00eb lart\u00eb dhe t\u00eb larmishme.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_Si_funksionojne_copilotet_e_kodimit\"><\/span><strong>2. Si funksionojn\u00eb copilot\u00ebt e kodimit?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Nj\u00eb nga m\u00ebnyrat m\u00eb t\u00eb lehta p\u00ebr t\u00eb folur se si funksionojn\u00eb copilots kodimi \u00ebsht\u00eb duke par\u00eb produktin kryesor n\u00eb loj\u00eb, GitHub CoPilot. Aplikacioni bazohet n\u00eb modelin ChatGPT-3 t\u00eb OpenAi.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Ashtu si ChatGPT dhe LLM t\u00eb ngjashme, CoPilot bazohet n\u00eb miliarda parametra. Gjat\u00eb zhvillimit t\u00eb ChatGPT-3, OpenAI filloi t\u00eb nd\u00ebrtoj\u00eb nj\u00eb program kodimi t\u00eb dedikuar t\u00eb quajtur OpenAI Codex. Microsoft bleu qasje ekskluzive n\u00eb produkt.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Megjithat\u00eb, gj\u00ebja kryesore k\u00ebtu \u00ebsht\u00eb se Microsoft tashm\u00eb zot\u00ebronte GitHub. N\u00ebse jeni kodues, do t\u00eb dini gjith\u00e7ka p\u00ebr GitHub. N\u00eb thelb, \u00ebsht\u00eb nj\u00eb platform\u00eb e bazuar n\u00eb web q\u00eb p\u00ebrdoret p\u00ebr kontrollin e versioneve dhe bashk\u00ebpunimin n\u00eb projektet e zhvillimit t\u00eb softuerit. Ata trajnuan OpenAI Codex n\u00eb bibliotek\u00ebn GitHub q\u00eb p\u00ebrmbante miliona linja t\u00eb kodit publik me burim t\u00eb hapur.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">CoPilot p\u00ebrdor Machine Learning p\u00ebr t\u00eb gjetur modele dhe marr\u00ebdh\u00ebnie midis linjave t\u00eb kodit. Ashtu si ChatGPT, ai shikon nj\u00eb fjal\u00eb ose linj\u00eb dhe llogarit probabilitetin e asaj q\u00eb duhet t\u00eb vij\u00eb m\u00eb pas bazuar n\u00eb nj\u00eb depo t\u00eb gjer\u00eb t\u00eb t\u00eb dh\u00ebnave historike.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Fuqia e copilots AI q\u00ebndron n\u00eb aft\u00ebsin\u00eb e tyre p\u00ebr t\u00eb sugjeruar snippet e kodit si zhvilluesit edit. Mendoje si nj\u00eb autokomplet t\u00eb mbingarkuar p\u00ebr kodim. Nd\u00ebrsa koduesit hyjn\u00eb n\u00eb nj\u00eb linj\u00eb kodi, LLM krahason fillimin e k\u00ebtij kodi me bibliotek\u00ebn e saj t\u00eb st\u00ebrmadhe t\u00eb projekteve t\u00eb m\u00ebparshme. Prej andej, ajo sugjeron linja probabilistike dhe linja t\u00eb reja kodi.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">P\u00ebrfitimet e dukshme k\u00ebtu jan\u00eb se zhvilluesit mund t\u00eb kursejn\u00eb nj\u00eb sasi t\u00eb pabesueshme kohe p\u00ebrmes k\u00ebtij autokompletimi. Ajo rrit produktivitetin dhe, n\u00eb shum\u00eb raste, sakt\u00ebsin\u00eb e kodit.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_Po_ai_gjenerues_per_kodimin_dhe_zhvillimin\"><\/span><strong>3. Po ai gjenerues p\u00ebr kodimin dhe zhvillimin?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Si\u00e7 mund ta shihni nga historia e CoPilot, Generative IA dhe Copilots kan\u00eb rr\u00ebnj\u00eb t\u00eb ngjashme. Ato jan\u00eb t\u00eb dyja teknologji q\u00eb p\u00ebrdorin probabilitetin statistikor p\u00ebr t\u00eb b\u00ebr\u00eb parashikime rreth asaj q\u00eb p\u00ebrdoruesit kan\u00eb nevoj\u00eb bazuar n\u00eb informacionin e imputuar.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Megjithat\u00eb, dallimi i madh midis copiloting software dhe IA gjeneruese \u00ebsht\u00eb se ky i fundit \u00ebsht\u00eb i bazuar n\u00eb t\u00eb shpejt\u00eb. Me pak fjal\u00eb, kjo do t\u00eb thot\u00eb se p\u00ebrdoruesit hyjn\u00eb n\u00eb makin\u00eb nj\u00eb s\u00ebr\u00eb udh\u00ebzimesh t\u00eb shkruara, dhe ajo nxjerr p\u00ebrmbajtje. Si\u00e7 e di kushdo q\u00eb ka p\u00ebrdorur ChatGPT ose aplikacione t\u00eb ngjashme, ky dalje mund t\u00eb vij\u00eb n\u00eb form\u00ebn e tekstit, imazheve, videove ose kodit.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Pra, nd\u00ebrsa metodat q\u00eb koduesit p\u00ebrdorin p\u00ebr t\u00eb arritur n\u00eb kodimin e automatizuar jan\u00eb t\u00eb ndryshme, ne mund t&#8217;i vendosim ato n\u00ebn nj\u00eb ombrell\u00eb t\u00eb ngjashme t\u00eb kodimit t\u00eb automatizuar ose gjenerues t\u00eb asistuar nga IA.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Evolucioni_i_testimit_te_softuerit\"><\/span><strong>Evolucioni i testimit t\u00eb softuerit<\/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=\"Evolucioni i testimit t\u00eb softuerit\" width=\"663\" height=\"372\"><\/p>\n<p><span style=\"font-weight: 400;\">Testimi i softuerit \u00ebsht\u00eb reagues dhe gjithnj\u00eb n\u00eb zhvillim e sip\u00ebr. N\u00eb hap\u00ebsir\u00ebn e disa dekadave, ajo \u00ebsht\u00eb zhvendosur dhe morphed p\u00ebr t\u00eb p\u00ebrmbushur k\u00ebrkesat e reja dhe p\u00ebr t\u00eb p\u00ebrdorur p\u00ebrparimet n\u00eb teknologji.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_Testimi_manual\"><\/span><b>1. Testimi manual:<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Dit\u00ebt e para t\u00eb testimit t\u00eb softuerit p\u00ebrfshinin testimin manual. Ky lloj testimi ishte i shtrenjt\u00eb dhe q\u00eb k\u00ebrkonte koh\u00eb, sepse k\u00ebrkonte q\u00eb ekspert\u00ebt e QA-s\u00eb t\u00eb kalonin softuerin me nj\u00eb kreh\u00ebr dh\u00ebmb\u00ebsh t\u00eb holl\u00eb duke zhvilluar nj\u00eb s\u00ebr\u00eb rastesh prove, duke drejtuar dhe regjistruar rezultatet, duke programuar rregullimet dhe duke p\u00ebrs\u00ebritur procesin.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Sigurimi q\u00eb t\u00eb gjitha skenar\u00ebt dhe situatat e mundshme t\u00eb mbuloheshin nga k\u00ebto teste ishte nj\u00eb sfid\u00eb e madhe dhe kur u shtua n\u00eb koh\u00ebn dhe kostot e p\u00ebrfshira, testimi manual ishte me shum\u00eb burime. Ai ishte gjithashtu shum\u00eb i ndjesh\u00ebm ndaj gabimeve njer\u00ebzore, t\u00eb cilat u amplifikuan nga opsionet e kufizuara t\u00eb shp\u00ebrndarjes, gj\u00eb q\u00eb do t\u00eb thoshte se \u00e7do bug i pazbuluar ishte sfidues p\u00ebr t&#8217;u ndrequr shpejt.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_Testimi_me_skenar\"><\/span><b>2. Testimi me skenar:  <\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Testimi me skenar p\u00ebrb\u00ebnte nj\u00eb hap t\u00eb madh p\u00ebrpara p\u00ebr komunitetin QA. N\u00eb vend q\u00eb t\u00eb kalonin n\u00ebp\u00ebr skenar\u00ebt e kodeve dhe testeve manualisht, zhvilluesit ishin n\u00eb gjendje t\u00eb shkruanin programe q\u00eb mund t\u00eb testonin softuerin automatikisht. An\u00ebt e m\u00ebdha plus k\u00ebtu ishin se testimi u b\u00eb m\u00eb efikas dhe m\u00eb pak i prirur ndaj gabimeve njer\u00ebzore. Megjithat\u00eb, arritja e k\u00ebsaj k\u00ebrkonte planifikim dhe kodim t\u00eb aft\u00eb, t\u00eb sakt\u00eb dhe me koh\u00eb intensive p\u00ebr t\u00eb siguruar nj\u00eb mbulim t\u00eb plot\u00eb.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_Automatizimi_i_testeve\"><\/span><b>3. Automatizimi i testeve:  <\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Automatizimi i testeve ishte evolucioni tjet\u00ebr i testimit. Mjete si ZAPTEST ishin n\u00eb gjendje t&#8217;u ofronin koduesve t\u00eb gjitha p\u00ebrfitimet e testimit t\u00eb skriptuar, por me nj\u00eb nd\u00ebrfaqe pa kod. P\u00ebrs\u00ebri, p\u00ebrfitimet e r\u00ebnd\u00ebsishme k\u00ebtu ishin kursimi i koh\u00ebs, testet e rip\u00ebrdorshme dhe t\u00eb adaptueshme, testet e UI dhe API, dhe testet nd\u00ebr-platform\u00eb dhe cross-device.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"4_Testimi_i_drejtuar_nga_te_dhenat\"><\/span><b>4. Testimi i drejtuar nga t\u00eb dh\u00ebnat:  <\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Testimi i bazuar n\u00eb t\u00eb dh\u00ebna ishte zgjidhja e problemit t\u00eb testimit t\u00eb softuerit q\u00eb p\u00ebrpunonte grupe t\u00eb ndryshme t\u00eb dh\u00ebnash. P\u00ebrs\u00ebri, kjo \u00ebsht\u00eb nj\u00eb form\u00eb e automatizimit t\u00eb testeve, por kjo metod\u00eb p\u00ebrfshin krijimin e skripteve t\u00eb testeve dhe drejtimin e tyre kund\u00ebr grupeve t\u00eb t\u00eb dh\u00ebnave t\u00eb caktuara. Ky lloj testimi i lejoi zhvilluesit t\u00eb punonin m\u00eb shpejt, t\u00eb izolonin testet dhe t\u00eb reduktonin sasin\u00eb e koh\u00ebs duke p\u00ebrs\u00ebritur rastet e testeve.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"5_Testimi_gjenerues_i_IA\"><\/span><b>5. Testimi gjenerues i IA:  <\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Testimi gjenerues i IA \u00ebsht\u00eb risia m\u00eb e re n\u00eb testimin e softuerit. Duke p\u00ebrdorur LLMs, ekipet e QA mund t\u00eb krijojn\u00eb raste testesh dhe t\u00eb dh\u00ebna testimi q\u00eb ndihmojn\u00eb n\u00eb p\u00ebrshpejtimin e procesit t\u00eb testimit. K\u00ebto raste testesh jan\u00eb shum\u00eb fleksib\u00ebl dhe t\u00eb edituesh\u00ebm, gj\u00eb q\u00eb ndihmon zhvilluesit t\u00eb rip\u00ebrdorin dhe riblejn\u00eb testet dhe t\u00eb rrisin n\u00eb mas\u00eb t\u00eb madhe fush\u00ebveprimin e testimit.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Perdorimi_i_sotem_i_copilots_dhe\"><\/span><strong>P\u00ebrdorimi i sot\u00ebm i copilots dhe  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"IA_gjeneruese_ne_testimin_e_softuerit_dhe_RPA\"><\/span><strong>IA gjeneruese n\u00eb testimin e softuerit dhe 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=\"P\u00ebrdorimi i sot\u00ebm i copilots dhe IA gjeneruese n\u00eb testimin e softuerit dhe RPA\" width=\"644\" height=\"539\" srcset=\"https:\/\/dev.zaptest.com\/wp-content\/uploads\/2023\/11\/Present-day-use-of-copilots-and-Generative-AI-in-Software-Testing-and-RPA-1024x857.webp 1024w, https:\/\/dev.zaptest.com\/wp-content\/uploads\/2023\/11\/Present-day-use-of-copilots-and-Generative-AI-in-Software-Testing-and-RPA-300x251.webp 300w, https:\/\/dev.zaptest.com\/wp-content\/uploads\/2023\/11\/Present-day-use-of-copilots-and-Generative-AI-in-Software-Testing-and-RPA-768x643.webp 768w, https:\/\/dev.zaptest.com\/wp-content\/uploads\/2023\/11\/Present-day-use-of-copilots-and-Generative-AI-in-Software-Testing-and-RPA-1536x1286.webp 1536w, https:\/\/dev.zaptest.com\/wp-content\/uploads\/2023\/11\/Present-day-use-of-copilots-and-Generative-AI-in-Software-Testing-and-RPA-1080x904.webp 1080w, https:\/\/dev.zaptest.com\/wp-content\/uploads\/2023\/11\/Present-day-use-of-copilots-and-Generative-AI-in-Software-Testing-and-RPA-1280x1071.webp 1280w, https:\/\/dev.zaptest.com\/wp-content\/uploads\/2023\/11\/Present-day-use-of-copilots-and-Generative-AI-in-Software-Testing-and-RPA-980x820.webp 980w, https:\/\/dev.zaptest.com\/wp-content\/uploads\/2023\/11\/Present-day-use-of-copilots-and-Generative-AI-in-Software-Testing-and-RPA-480x402.webp 480w, https:\/\/dev.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;\">IA gjeneruese dhe copilots kan\u00eb pasur nj\u00eb ndikim t\u00eb madh n\u00eb testimin e softuerit. Megjithat\u00eb, n\u00eb vend q\u00eb t\u00eb z\u00ebvend\u00ebsojn\u00eb drejtp\u00ebrdrejt koduesit, k\u00ebto mjete kan\u00eb ndihmuar n\u00eb rritjen e testuesve. Me pak fjal\u00eb, ato ndihmojn\u00eb zhvilluesit t\u00eb b\u00ebhen m\u00eb t\u00eb shpejt\u00eb dhe m\u00eb t\u00eb efektsh\u00ebm dhe, n\u00eb shum\u00eb raste, t\u00eb rrisin cil\u00ebsin\u00eb e testimit.<\/span><\/p>\n<p><span style=\"font-weight: 400;\"> <\/span><a href=\"https:\/\/survey.stackoverflow.co\/2023\/\"><br \/>\n  <span style=\"font-weight: 400;\">The Stack Overflow Developer Survey from 2023<\/span><br \/>\n<\/a><span style=\"font-weight: 400;\">  Ofron disa ide mbi p\u00ebrdorimin e sot\u00ebm t\u00eb mjeteve t\u00eb IA brenda komunitetit t\u00eb zhvillimit t\u00eb softuerit. Nj\u00eb nga pjes\u00ebt m\u00eb interesante t\u00eb sondazhit sugjeroi se nd\u00ebrsa pak m\u00eb shum\u00eb se gjysma e t\u00eb gjith\u00eb zhvilluesve sugjeruan se ishin t\u00eb interesuar n\u00eb mjetet e IA p\u00ebr testimin e softuerit, m\u00eb pak se 3% than\u00eb se u besonin k\u00ebtyre mjeteve. P\u00ebr m\u00eb tep\u00ebr, vet\u00ebm 1 n\u00eb 4 sugjeroi se ata po p\u00ebrdornin aktualisht mjete IA p\u00ebr testimin e softuerit.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Ajo q\u00eb \u00ebsht\u00eb interesante n\u00eb lidhje me k\u00ebto statistika \u00ebsht\u00eb se ato tregojn\u00eb se p\u00ebrdorimi i mjeteve t\u00eb IA nuk \u00ebsht\u00eb ende i p\u00ebrhapur dhe se adoptuesit e hersh\u00ebm ende mund t\u00eb marrin nj\u00eb avantazh.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_Copilot_dhe_Generative_IA_perdorin_rastet_ne_testimin_e_softuerit_dhe_RPA\"><\/span><strong>1. Copilot dhe Generative IA p\u00ebrdorin rastet n\u00eb testimin e softuerit dhe RPA<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Copilots dhe Generative IA po ndikojn\u00eb n\u00eb \u00e7do fush\u00eb t\u00eb zhvillimit t\u00eb softuerit. Ja disa nga m\u00ebnyrat se si teknologjia mund t\u00eb ndihmoj\u00eb n\u00eb testimin e softuerit dhe RPA.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Analiza_e_kerkesave\"><\/span><em><strong>Analiza e k\u00ebrkesave<\/strong><\/em><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p><span style=\"font-weight: 400;\">Analiza e k\u00ebrkesave \u00ebsht\u00eb nj\u00eb pjes\u00eb ky\u00e7e e ciklit t\u00eb jet\u00ebs s\u00eb zhvillimit t\u00eb softuerit. Procesi p\u00ebrfshin t\u00eb kuptuarit e k\u00ebrkesave t\u00eb pal\u00ebve t\u00eb interesuara dhe karakteristikat e ndryshme q\u00eb k\u00ebrkohen p\u00ebr t\u00eb nd\u00ebrtuar nj\u00eb pjes\u00eb t\u00eb softuerit. AI gjeneruese mund t\u00eb ndihmoj\u00eb ekipet me ideim duke dal\u00eb me ide dhe perspektiva t\u00eb reja.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Planifikimi_i_testit\"><\/span><em><strong>Planifikimi i testit<\/strong><\/em><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p><span style=\"font-weight: 400;\">Pasi t\u00eb kuptohen mir\u00eb k\u00ebrkesat e testit, ekipet e QA-s\u00eb duhet t&#8217;i thyejn\u00eb gj\u00ebrat n\u00eb nj\u00eb orar p\u00ebr t\u00eb siguruar mbulimin e duhur t\u00eb testeve. Ky lloj pune k\u00ebrkon ekspertiz\u00eb dhe p\u00ebrvoj\u00eb, por Generative IA mund t\u00eb mb\u00ebshtes\u00eb ekipet n\u00ebp\u00ebrmjet shembujve dhe guidave, plus t\u00eb b\u00ebj\u00eb rekomandime t\u00eb mjeteve t\u00eb ve\u00e7anta dhe praktikave m\u00eb t\u00eb mira p\u00ebr k\u00ebrkesat e tyre unike.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Krijimi_i_rasteve_te_proves\"><\/span><em><strong>Krijimi i rasteve t\u00eb prov\u00ebs<\/strong><\/em><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p><span style=\"font-weight: 400;\">Ekipet e QA-s\u00eb mund t\u00eb p\u00ebrdorin LLM-t\u00eb p\u00ebr t\u00eb analizuar kodin, k\u00ebrkesat e p\u00ebrdoruesve dhe specifikimet e softuerit p\u00ebr t\u00eb kuptuar marr\u00ebdh\u00ebniet thelb\u00ebsore prapa sistemit. Pasi AI t\u00eb ket\u00eb nj\u00eb kuptueshm\u00ebri t\u00eb inputeve dhe daljeve dhe sjelljeve t\u00eb pritshme t\u00eb softuerit, ajo mund t\u00eb filloj\u00eb t\u00eb nd\u00ebrtoj\u00eb raste testesh q\u00eb do t\u00eb testojn\u00eb softuerin.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">P\u00ebrfitimet k\u00ebtu shkojn\u00eb p\u00ebrtej kursimit t\u00eb koh\u00ebs dhe kodimit manual. Krijimi i rasteve t\u00eb testit AI mund t\u00eb \u00e7oj\u00eb gjithashtu n\u00eb nj\u00eb mbulim m\u00eb t\u00eb plot\u00eb, sepse mund t\u00eb eksploroj\u00eb fusha q\u00eb inxhinier\u00ebt e QA mund t\u00eb mos i konsiderojn\u00eb, duke \u00e7uar n\u00eb nd\u00ebrtime m\u00eb t\u00eb besueshme.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Gjetja_dhe_zgjidhja_e_insekteve\"><\/span><em><strong>Gjetja dhe zgjidhja e insekteve<\/strong><\/em><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p><span style=\"font-weight: 400;\">M\u00ebsimi i makineris\u00eb lejon profesionist\u00ebt e QA t\u00eb shkurtojn\u00eb ndjesh\u00ebm koh\u00ebn q\u00eb duhet p\u00ebr t\u00eb lokalizuar dhe zgjidhur bugs. N\u00eb testimin e softuerit, shum\u00eb bugs jan\u00eb t\u00eb leht\u00eb p\u00ebr t&#8217;u lokalizuar. Megjithat\u00eb, n\u00eb shum\u00eb skenar\u00eb, \u00ebsht\u00eb nj\u00eb proces i lodhsh\u00ebm dhe q\u00eb k\u00ebrkon koh\u00eb. IA gjeneruese mund t\u00eb kryej\u00eb kontrolle n\u00eb nj\u00eb pjes\u00eb t\u00eb koh\u00ebs s\u00eb pun\u00ebtor\u00ebve manual\u00eb dhe t\u00eb ndihmoj\u00eb n\u00eb nxjerrjen n\u00eb pah edhe t\u00eb insekteve m\u00eb kok\u00ebfort\u00eb. P\u00ebr m\u00eb tep\u00ebr, k\u00ebto mjete IA mund t\u00eb zgjidhin edhe bug-et q\u00eb identifikojn\u00eb, duke kursyer koh\u00eb t\u00eb pafundme p\u00ebr ekipet QA.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Testimi_i_UI\"><\/span><em><strong>Testimi i UI<\/strong><\/em><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p><span style=\"font-weight: 400;\">Mjetet gjeneruese IA mund t\u00eb simulojn\u00eb nj\u00eb s\u00ebr\u00eb sjelljesh dhe nd\u00ebrveprimesh t\u00eb p\u00ebrdoruesve me sistemet softuerike. Metodat mund t&#8217;u japin ekipeve t\u00eb zhvillimit besim se nd\u00ebrfaqja e tyre mund t\u00eb trajtoj\u00eb nj\u00eb gam\u00eb t\u00eb gjer\u00eb t\u00eb p\u00ebrdorimeve njeri-kompjuter. P\u00ebr m\u00eb tep\u00ebr, Generative AI gjithashtu mund t\u00eb analizoj\u00eb t\u00eb dh\u00ebnat e nd\u00ebrfaqes s\u00eb p\u00ebrdoruesit dhe heatmaps dhe t\u00eb b\u00ebj\u00eb sugjerime se si t\u00eb p\u00ebrmir\u00ebsoj\u00eb UI dhe ta b\u00ebj\u00eb at\u00eb m\u00eb miq\u00ebsore p\u00ebr p\u00ebrdoruesit.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"E_ardhmja_e_copilots_dhe_Generative_IA\"><\/span><strong>E ardhmja e copilots dhe Generative IA<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"ne_Testimin_e_Softuerit_dhe_RPA\"><\/span><strong>  n\u00eb Testimin e Softuerit dhe 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=\"E ardhmja e copilots dhe Generative IA n\u00eb Testimin e Softuer\u00ebve dhe RPA\" width=\"599\" height=\"431\" srcset=\"https:\/\/dev.zaptest.com\/wp-content\/uploads\/2023\/11\/The-future-of-copilots-and-Generative-AI-in-Software-Testing-and-RPA--1024x737.webp 1024w, https:\/\/dev.zaptest.com\/wp-content\/uploads\/2023\/11\/The-future-of-copilots-and-Generative-AI-in-Software-Testing-and-RPA--300x216.webp 300w, https:\/\/dev.zaptest.com\/wp-content\/uploads\/2023\/11\/The-future-of-copilots-and-Generative-AI-in-Software-Testing-and-RPA--768x553.webp 768w, https:\/\/dev.zaptest.com\/wp-content\/uploads\/2023\/11\/The-future-of-copilots-and-Generative-AI-in-Software-Testing-and-RPA--1536x1106.webp 1536w, https:\/\/dev.zaptest.com\/wp-content\/uploads\/2023\/11\/The-future-of-copilots-and-Generative-AI-in-Software-Testing-and-RPA--1080x777.webp 1080w, https:\/\/dev.zaptest.com\/wp-content\/uploads\/2023\/11\/The-future-of-copilots-and-Generative-AI-in-Software-Testing-and-RPA--1280x921.webp 1280w, https:\/\/dev.zaptest.com\/wp-content\/uploads\/2023\/11\/The-future-of-copilots-and-Generative-AI-in-Software-Testing-and-RPA--980x705.webp 980w, https:\/\/dev.zaptest.com\/wp-content\/uploads\/2023\/11\/The-future-of-copilots-and-Generative-AI-in-Software-Testing-and-RPA--480x346.webp 480w, https:\/\/dev.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;\">Nd\u00ebrsa p\u00ebrdorimi i sot\u00ebm i copilots dhe Generative IA n\u00eb automatizimin e softuerit \u00ebsht\u00eb tashm\u00eb emocionuese, e ardhmja mban edhe m\u00eb shum\u00eb premtime.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">E ardhmja e copilot dhe Generative IA varet nga p\u00ebrmir\u00ebsimet q\u00eb mund t\u00eb b\u00ebhen p\u00ebr produktet. Nj\u00eb studim i koh\u00ebve t\u00eb fundit nga Universiteti Purdue, i titulluar  <\/span><a href=\"https:\/\/arxiv.org\/pdf\/2308.02312.pdf\"><span style=\"font-weight: 400;\">Kush p\u00ebrgjigjet m\u00eb mir\u00eb? Nj\u00eb analiz\u00eb e thell\u00eb e ChatGPT dhe Stack Overflow Answers to Software Engineering Questions<\/span><\/a><span style=\"font-weight: 400;\">  N\u00ebnvizon disa nga kufizimet e modeleve Generative IA.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Studiuesit i dhan\u00eb ChatGPT mbi 500 pyetje nga Stack Overflow. Mjeti IA u p\u00ebrgjigj m\u00eb shum\u00eb se gjysma n\u00eb m\u00ebnyr\u00eb t\u00eb pasakt\u00eb. Tani, \u00ebsht\u00eb e r\u00ebnd\u00ebsishme t\u00eb theksohet se nj\u00eb nga \u00e7\u00ebshtjet m\u00eb dometh\u00ebn\u00ebse q\u00eb studiuesit vun\u00eb n\u00eb dukje ishte se IA d\u00ebshtoi m\u00eb shpesh, sepse nuk i kuptonte pyetjet si\u00e7 duhet. Ky detaj n\u00ebnvizon r\u00ebnd\u00ebsin\u00eb e inxhinieris\u00eb s\u00eb shpejt\u00eb brenda Generative IA.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">P\u00ebrve\u00e7 k\u00ebsaj, si Google ashtu edhe Amazon kan\u00eb zhvilluar teste t\u00eb pavarura k\u00ebt\u00eb vit p\u00ebr t\u00eb par\u00eb cil\u00ebsin\u00eb e mjeteve Generative IA n\u00eb nj\u00eb vendosje pyetjesh n\u00eb intervist\u00eb. N\u00eb t\u00eb dy rastet, mjeti arriti t&#8217;u p\u00ebrgjigjej mjaft mir\u00eb pyetjeve t\u00eb testit p\u00ebr t\u00eb marr\u00eb pozicionin, si\u00e7 raportohet nga  <\/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;\"> dhe <\/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;\">, respektivisht.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Pra, \u00ebsht\u00eb e qart\u00eb se jemi n\u00eb nj\u00eb pik\u00eb t\u00eb k\u00ebsaj teknologjie ku potenciali \u00ebsht\u00eb atje, por disa gj\u00ebra t\u00eb vogla duhet t\u00eb sheshohen. Shkalla n\u00eb t\u00eb cil\u00ebn k\u00ebto mjete jan\u00eb p\u00ebrmir\u00ebsuar vitet e fundit na jep besim se do t\u00eb arrij\u00eb n\u00eb nivelin e k\u00ebrkuar dhe ndoshta p\u00ebrpara afatit.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Tani, mund t&#8217;i hedhim nj\u00eb sy disa prej fushave ku k\u00ebto teknologji do t\u00eb ndikojn\u00eb n\u00eb t\u00eb ardhmen e testimit t\u00eb zhvillimit t\u00eb softuerit.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_Hiperautomation\"><\/span><strong>1. Hiperautomation<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Hyperautomation p\u00ebrshkruan nj\u00eb destinacion n\u00eb evolucionin e sip\u00ebrmarrjes ku \u00e7do proces q\u00eb mund t\u00eb automatizohet do t\u00eb automatizohet. \u00cbsht\u00eb nj\u00eb qasje holistike ndaj produktivitetit q\u00eb \u00ebsht\u00eb shum\u00eb e nd\u00ebrlidhur.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Sa i p\u00ebrket zhvillimit t\u00eb softuerit, nuk \u00ebsht\u00eb e v\u00ebshtir\u00eb t\u00eb imagjinohet nj\u00eb sistem i centralizuar me nj\u00eb mbik\u00ebqyrje t\u00eb k\u00ebrkesave t\u00eb procesit t\u00eb biznesit. Sistemi do t\u00eb kuptoj\u00eb dhe identifikoj\u00eb nevojat dhe efikasitetin dhe do t\u00eb identifikoj\u00eb vazhdimisht fushat q\u00eb duhet t\u00eb p\u00ebrmir\u00ebsohen n\u00ebp\u00ebrmjet teknologjis\u00eb.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Me evoluimin e bizneseve, k\u00ebto sisteme t\u00eb centralizuara do t\u00eb p\u00ebrdorin Generative IA p\u00ebr t\u00eb nd\u00ebrtuar aplikacione q\u00eb do t\u00eb zgjidhin bllokimet dhe joefikasitetin automatikisht ose ndoshta do t\u00eb shtyjn\u00eb pun\u00eb t\u00eb ve\u00e7anta tek inxhinier\u00ebt p\u00ebr t\u00eb p\u00ebrfunduar.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_Projektimi_i_arkitekturave_softuerike\"><\/span><strong>2. Projektimi i arkitekturave softuerike<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Me t\u00eb dh\u00ebna t\u00eb mjaftueshme, mjetet e IA mund t\u00eb kuptonin praktikat m\u00eb t\u00eb mira t\u00eb arkitektur\u00ebs softuerike dhe t\u00eb gjenin m\u00ebnyra p\u00ebr t\u00eb p\u00ebrmir\u00ebsuar k\u00ebto dizajne p\u00ebr efikasitet maksimal. M\u00ebsimi i makin\u00ebs ka t\u00eb b\u00ebj\u00eb me gjetjen e modeleve dhe marr\u00ebdh\u00ebnieve q\u00eb jan\u00eb p\u00ebrtej fush\u00ebs s\u00eb mendjes njer\u00ebzore.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">N\u00ebse mjetet e IA kan\u00eb njohuri t\u00eb mjaftueshme p\u00ebr nj\u00eb s\u00ebr\u00eb aplikimesh, ne mund t&#8217;i udh\u00ebzojm\u00eb ata t\u00eb p\u00ebrkulin arkitekturat e m\u00ebparshme drejt k\u00ebrkesave t\u00eb reja, duke \u00e7uar n\u00eb nd\u00ebrtime m\u00eb efikase apo edhe ide q\u00eb p\u00ebrndryshe nuk do t\u00eb konsideroheshin.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_Modernizimi_i_sistemeve_te_trashegimise\"><\/span><strong>3. Modernizimi i sistemeve t\u00eb trash\u00ebgimis\u00eb<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Edhe pse asnj\u00eb softuer nuk \u00ebsht\u00eb kurr\u00eb i p\u00ebrsosur, ka shum\u00eb mjete q\u00eb ende b\u00ebjn\u00eb nj\u00eb pun\u00eb t\u00eb shk\u00eblqyer dhe jan\u00eb aq thell\u00eb t\u00eb ngulitura n\u00eb infrastruktur\u00ebn e nj\u00eb kompanie, saq\u00eb jan\u00eb t\u00eb v\u00ebshtira p\u00ebr t&#8217;u z\u00ebvend\u00ebsuar. P\u00ebrshtatja e k\u00ebtyre sistemeve mund t\u00eb jet\u00eb nj\u00eb kore, ve\u00e7an\u00ebrisht n\u00ebse jan\u00eb shkruar duke p\u00ebrdorur kodin softuerik q\u00eb ka r\u00ebn\u00eb nga moda.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">N\u00eb t\u00eb ardhmen, mjetet Generative IA do t\u00eb jen\u00eb n\u00eb gjendje ta shnd\u00ebrrojn\u00eb k\u00ebt\u00eb kod n\u00eb gjuh\u00ebn du jour, duke lejuar ekipet t\u00eb mbajn\u00eb sistemet e tyre t\u00eb trash\u00ebgimis\u00eb dhe, n\u00eb shum\u00eb raste, t&#8217;i p\u00ebrmir\u00ebsojn\u00eb ato.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"4_Permiresimi_i_zhvillimit_me_kod_te_ulet_dhe_pa_kod\"><\/span><strong>4. P\u00ebrmir\u00ebsimi i zhvillimit me kod t\u00eb ul\u00ebt dhe pa kod<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Nj\u00eb nga sfidat e testimit t\u00eb softuerit automatizues n\u00ebp\u00ebrmjet mjeteve Generative IA q\u00eb identifikuam m\u00eb sip\u00ebr ishte nj\u00eb situat\u00eb ku koduesit i mungonte njohuria dhe p\u00ebrvoja p\u00ebr t\u00eb verifikuar daljen.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Copilots AI do t\u00eb ndihmoj\u00eb n\u00eb rritjen e mjeteve me kod t\u00eb ul\u00ebt duke b\u00ebr\u00eb sugjerime m\u00eb t\u00eb mira q\u00eb \u00e7ojn\u00eb n\u00eb aplikime t\u00eb fuqishme. Mjetet e sofistikuara t\u00eb testimit do t&#8217;u lejojn\u00eb operator\u00ebve njer\u00ebzor\u00eb t\u00eb mbret\u00ebrojn\u00eb krijues t\u00eb lir\u00eb, duke validuar vazhdimisht pun\u00ebn e tyre dhe duke hapur der\u00ebn p\u00ebr profesionist\u00ebt joteknik\u00eb p\u00ebr t\u00eb nd\u00ebrtuar aplikacionet q\u00eb u nevojiten.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Perfitimet_e_IA_gjeneruese_ne_testimin_e_softuerit\"><\/span><strong>P\u00ebrfitimet e IA gjeneruese n\u00eb testimin e softuerit<\/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=\"Inxhinieri e shpejt\u00eb n\u00eb automatizimin e testeve softuerike dhe RPA (automatizimi i proceseve robotike)\" width=\"514\" height=\"386\" srcset=\"https:\/\/dev.zaptest.com\/wp-content\/uploads\/2023\/10\/prompt-enginering-in-software-test-automation-and-rpa-robotic-process-automation-1024x768.webp 1024w, https:\/\/dev.zaptest.com\/wp-content\/uploads\/2023\/10\/prompt-enginering-in-software-test-automation-and-rpa-robotic-process-automation-300x225.webp 300w, https:\/\/dev.zaptest.com\/wp-content\/uploads\/2023\/10\/prompt-enginering-in-software-test-automation-and-rpa-robotic-process-automation-768x576.webp 768w, https:\/\/dev.zaptest.com\/wp-content\/uploads\/2023\/10\/prompt-enginering-in-software-test-automation-and-rpa-robotic-process-automation-1536x1152.webp 1536w, https:\/\/dev.zaptest.com\/wp-content\/uploads\/2023\/10\/prompt-enginering-in-software-test-automation-and-rpa-robotic-process-automation-510x382.webp 510w, https:\/\/dev.zaptest.com\/wp-content\/uploads\/2023\/10\/prompt-enginering-in-software-test-automation-and-rpa-robotic-process-automation-1080x810.webp 1080w, https:\/\/dev.zaptest.com\/wp-content\/uploads\/2023\/10\/prompt-enginering-in-software-test-automation-and-rpa-robotic-process-automation-1280x960.webp 1280w, https:\/\/dev.zaptest.com\/wp-content\/uploads\/2023\/10\/prompt-enginering-in-software-test-automation-and-rpa-robotic-process-automation-980x735.webp 980w, https:\/\/dev.zaptest.com\/wp-content\/uploads\/2023\/10\/prompt-enginering-in-software-test-automation-and-rpa-robotic-process-automation-480x360.webp 480w, https:\/\/dev.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;\">P\u00ebrdorimi i IA gjeneruese p\u00ebr testimin e softuerit ka shum\u00eb p\u00ebrfitime q\u00eb e b\u00ebjn\u00eb at\u00eb nj\u00eb opsion t\u00ebrheq\u00ebs p\u00ebr ekipet e zhvillimit q\u00eb duan t\u00eb punojn\u00eb m\u00eb shpejt por pa kompromentuar cil\u00ebsin\u00eb.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_Pershpejtimi_i_ciklit_te_jetes_se_zhvillimit_te_softuerit\"><\/span><strong>1. P\u00ebrshpejtimi i ciklit t\u00eb jet\u00ebs s\u00eb zhvillimit t\u00eb softuerit<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Zhvilluesit jan\u00eb n\u00ebn presion t\u00eb vazhduesh\u00ebm p\u00ebr t\u00eb punuar me or\u00eb t\u00eb gjata p\u00ebr t&#8217;u siguruar q\u00eb softueri dhe ve\u00e7orit\u00eb e reja t\u00eb dalin n\u00eb treg n\u00eb koh\u00ebn e duhur. Nd\u00ebrsa metodologjit\u00eb Agile\/DevOps kan\u00eb siguruar q\u00eb zhvillimi t\u00eb jet\u00eb m\u00eb i efektsh\u00ebm, ka ende faza individuale t\u00eb zhvillimit q\u00eb mund t\u00eb p\u00ebrfitojn\u00eb nga rationalizimi i m\u00ebtejsh\u00ebm.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Mjetet gjeneruese t\u00eb IA lejojn\u00eb ekipet e testimit t\u00eb trajtojn\u00eb faza t\u00eb ndryshme SDLC, nga gjenerimi i prototipeve deri te testimi i UI.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_Zbulimi_gjitheperfshires_i_insekteve\"><\/span><strong>2. Zbulimi gjith\u00ebp\u00ebrfshir\u00ebs i insekteve<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Nj\u00eb nga aplikacionet m\u00eb t\u00eb fuqishme t\u00eb IA n\u00eb testimin e softuerit vjen nga aft\u00ebsia e teknologjis\u00eb p\u00ebr t\u00eb krahasuar dataset e m\u00ebdha. Mjetet ML mund t\u00eb analizojn\u00eb grupe t\u00eb gjera t\u00eb dh\u00ebnash (duke p\u00ebrfshir\u00eb kodin) p\u00ebr t\u00eb nd\u00ebrtuar nj\u00eb depo informacioni dhe modelesh t\u00eb pritshme.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Kur devs kryejn\u00eb kod, ata mund ta krahasojn\u00eb at\u00eb me k\u00ebto modele, t\u00eb cilat mund t\u00eb nxjerrin n\u00eb pah skenar\u00ebt, var\u00ebsit\u00eb dhe dob\u00ebsit\u00eb e papritura, duke lejuar nj\u00eb kod m\u00eb t\u00eb mir\u00eb gjat\u00eb gjith\u00eb procesit t\u00eb zhvillimit.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_Permiresimi_i_mbulimit_te_testeve\"><\/span><strong>3. P\u00ebrmir\u00ebsimi i mbulimit t\u00eb testeve<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Mjetet e m\u00ebsimit t\u00eb makinerive jan\u00eb nd\u00ebrtuar p\u00ebr t\u00eb analizuar dhe kuptuar grupe t\u00eb gjera t\u00eb dh\u00ebnash. Kur aplikohet n\u00eb testimin e softuerit, ajo lejon ekipet t\u00eb rrisin fush\u00ebveprimin e testimit t\u00eb tyre t\u00eb softuerit. P\u00ebrfitimet jan\u00eb p\u00ebrtej vet\u00ebm heqjes s\u00eb pun\u00ebs njer\u00ebzore nga ekuacioni p\u00ebr t\u00eb kursyer para; IA gjithashtu \u00e7on n\u00eb nj\u00eb lloj testimi shum\u00eb m\u00eb t\u00eb plot\u00eb q\u00eb lejon p\u00ebrmir\u00ebsimin e zbulimit t\u00eb insekteve n\u00eb nj\u00eb grup kompleks skenar\u00ebsh.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"4_Kosto_te_reduktuara\"><\/span><strong>4. Kosto t\u00eb reduktuara<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Kur krahasohet me pun\u00ebsimin e nj\u00eb ekipi inxhinier\u00ebsh t\u00eb QA-s\u00eb dhe p\u00ebrdorimin e tyre p\u00ebr detyra t\u00eb p\u00ebrs\u00ebritura dhe q\u00eb k\u00ebrkojn\u00eb koh\u00eb p\u00ebr testimin e softuerit, Generative AI dhe RPA jan\u00eb m\u00eb t\u00eb shpejta dhe m\u00eb kosto-efektive.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Nd\u00ebrsa bota e zhvillimit t\u00eb softuerit b\u00ebhet m\u00eb konkurruese, gjetja e m\u00ebnyrave p\u00ebr t\u00eb ofruar produkte cil\u00ebsore dhe t\u00eb q\u00ebndrueshme mbi buxhetin rritet n\u00eb r\u00ebnd\u00ebsi. Veglat gjeneruese t\u00eb IA-s\u00eb dhe copilots mund t\u00eb zvog\u00eblojn\u00eb var\u00ebsin\u00eb ndaj inxhinier\u00ebve dhe t&#8217;i lejojn\u00eb ata t\u00eb kryejn\u00eb pun\u00eb t\u00eb nxitura nga vlera dhe t\u00eb \u00e7ojn\u00eb n\u00eb nd\u00ebrtime m\u00eb pak t\u00eb fryra.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Veglat_gjeneruese_te_IA-se_e_shqiptojne_fundin\"><\/span><strong>Veglat gjeneruese t\u00eb IA-s\u00eb e shqiptojn\u00eb fundin<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Te_inxhiniereve_te_softuerit_njerezor\"><\/span><strong>  T\u00eb inxhinier\u00ebve t\u00eb softuerit njer\u00ebzor?<\/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=\"A e shqiptojn\u00eb veglat gjeneruese IA fundin e inxhinier\u00ebve t\u00eb softuerit njer\u00ebzor?\" width=\"421\" height=\"631\" srcset=\"https:\/\/dev.zaptest.com\/wp-content\/uploads\/2023\/11\/Do-Generative-AI-tools-spell-the-end-of-human-software-engineers-683x1024.webp 683w, https:\/\/dev.zaptest.com\/wp-content\/uploads\/2023\/11\/Do-Generative-AI-tools-spell-the-end-of-human-software-engineers-200x300.webp 200w, https:\/\/dev.zaptest.com\/wp-content\/uploads\/2023\/11\/Do-Generative-AI-tools-spell-the-end-of-human-software-engineers-768x1152.webp 768w, https:\/\/dev.zaptest.com\/wp-content\/uploads\/2023\/11\/Do-Generative-AI-tools-spell-the-end-of-human-software-engineers-1024x1536.webp 1024w, https:\/\/dev.zaptest.com\/wp-content\/uploads\/2023\/11\/Do-Generative-AI-tools-spell-the-end-of-human-software-engineers-1365x2048.webp 1365w, https:\/\/dev.zaptest.com\/wp-content\/uploads\/2023\/11\/Do-Generative-AI-tools-spell-the-end-of-human-software-engineers-1080x1620.webp 1080w, https:\/\/dev.zaptest.com\/wp-content\/uploads\/2023\/11\/Do-Generative-AI-tools-spell-the-end-of-human-software-engineers-1280x1920.webp 1280w, https:\/\/dev.zaptest.com\/wp-content\/uploads\/2023\/11\/Do-Generative-AI-tools-spell-the-end-of-human-software-engineers-980x1470.webp 980w, https:\/\/dev.zaptest.com\/wp-content\/uploads\/2023\/11\/Do-Generative-AI-tools-spell-the-end-of-human-software-engineers-480x720.webp 480w, https:\/\/dev.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;\">Pavar\u00ebsisht nga p\u00ebrfitimet e tyre t\u00eb dukshme, \u00e7do mjet automatizimi mund t&#8217;u shkaktoj\u00eb pun\u00ebtor\u00ebve nj\u00eb nivel ankthi p\u00ebr t\u00eb ardhmen e tyre. Nd\u00ebrsa ky \u00ebsht\u00eb nj\u00eb reagim normal, shpejt\u00ebsia dhe fush\u00ebveprimi i Generative IA do t\u00eb thot\u00eb se shqet\u00ebsimet jan\u00eb m\u00eb t\u00eb gjera se zakonisht. Nd\u00ebrsa k\u00ebto mjete kan\u00eb aft\u00ebsin\u00eb p\u00ebr t\u00eb automatizuar shum\u00eb pun\u00eb, ata nuk mund t\u00eb kryejn\u00eb \u00e7do detyr\u00eb q\u00eb b\u00ebjn\u00eb inxhinier\u00ebt e softuerit. T\u00eb kuptosh aft\u00ebsit\u00eb e teknologjis\u00eb, si dhe kufizimet e tyre, \u00ebsht\u00eb thelb\u00ebsore p\u00ebr inxhinier\u00ebt dhe udh\u00ebheq\u00ebsit.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Gj\u00ebja e par\u00eb q\u00eb njer\u00ebzit duhet t\u00eb mbajn\u00eb mend \u00ebsht\u00eb se mjetet e automatizimit t\u00eb testeve t\u00eb fuqizuara nga IA kan\u00eb ekzistuar n\u00eb treg p\u00ebr mjaft koh\u00eb. Megjithat\u00eb, natyra miq\u00ebsore e Generative IA e b\u00ebn at\u00eb t\u00eb aft\u00eb p\u00ebr fleksibilitet t\u00eb m\u00ebtejsh\u00ebm.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Nj\u00eb nga gj\u00ebrat e para q\u00eb duhet t\u00eb kemi parasysh \u00ebsht\u00eb se Generative IA funksionon m\u00eb s\u00eb miri p\u00ebr daljet q\u00eb mund t\u00eb verifikohen. Kjo \u00ebsht\u00eb nj\u00eb pik\u00eb ky\u00e7e. Natyra e trajnimit t\u00eb LLM-ve do t\u00eb thot\u00eb se ata do t\u00eb b\u00ebjn\u00eb \u00e7mos p\u00ebr t&#8217;ju dh\u00ebn\u00eb nj\u00eb p\u00ebrgjigje, edhe n\u00ebse kjo her\u00eb pas here do t\u00eb thot\u00eb &#8220;halucinante&#8221; fakte, referenca dhe argumente.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Tani, n\u00ebse keni njohuri t\u00eb mjaftueshme p\u00ebr kodimin, ju do t\u00eb jeni n\u00eb gjendje t\u00eb lexoni dhe verifikoni \u00e7do tekst q\u00eb Gjenerative IA nxjerr dhe kap gabimet potenciale. N\u00ebse jeni nj\u00eb kodues qytetar q\u00eb po p\u00ebrdor Generative IA n\u00eb vend q\u00eb t\u00eb jeni n\u00eb gjendje t\u00eb kodoni, nuk do t\u00eb jeni aq t\u00eb aft\u00eb p\u00ebr t\u00eb kapur k\u00ebto gabime.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Pra, kur t\u00eb shikohet nga kjo perspektiv\u00eb, inxhinier\u00ebt e aft\u00eb do t\u00eb jen\u00eb ende nj\u00eb pjes\u00eb kritike e ekosistemit t\u00eb zhvillimit t\u00eb softuerit. Atyre do t&#8217;u k\u00ebrkohet ende t\u00eb testojn\u00eb si n\u00eb kuptimin mbikqyr\u00ebs, ashtu edhe n\u00eb at\u00eb praktik.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Nj\u00eb tjet\u00ebr kufizim i Generative IA p\u00ebr testimin e softuerit p\u00ebrfshin testimin n\u00eb celular. P\u00ebr shembull, ChatGPT \u00ebsht\u00eb nj\u00eb opsion i mir\u00eb p\u00ebr testimin e UI-ve t\u00eb uebsajtit. Megjithat\u00eb, ajo nuk ka qasje n\u00eb pajisje t\u00eb ndryshme mobile. Me kaq shum\u00eb aparate dhe modele t\u00eb ndryshme n\u00eb treg, ajo mbetet pas softuerit aktual t\u00eb automatizimit t\u00eb testeve si ZAPTEST. As ky problem nuk \u00ebsht\u00eb penges\u00eb e vog\u00ebl. M\u00eb shum\u00eb se  <\/span><a href=\"https:\/\/explodingtopics.com\/blog\/mobile-internet-traffic\"><span style=\"font-weight: 400;\">Gjysma e t\u00eb gjith\u00eb p\u00ebrdorimit t\u00eb internetit vjen nga celulari<\/span><\/p>\n<p><\/a> <span style=\"font-weight: 400;\">dhe ky num\u00ebr rritet \u00e7do vit.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Pra, nd\u00ebrsa Generative IA do t\u00eb marr\u00eb shum\u00eb detyra nga zhvilluesit, ajo nuk do t&#8217;i b\u00ebj\u00eb k\u00ebta profesionist\u00eb t\u00eb vjet\u00ebruar pa ndryshime t\u00eb m\u00ebdha n\u00eb infrastruktur\u00ebn e testimit dhe aft\u00ebsin\u00eb p\u00ebr t\u00eb verifikuar prodhimin.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Mendimet_e_fundit\"><\/span><strong>Mendimet e fundit<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Testimi i softuerit dhe RPA jan\u00eb n\u00eb nj\u00eb rrug\u00eb t\u00eb vazhdueshme p\u00ebrmir\u00ebsimi. Me daljen e teknologjis\u00eb dhe metodave t\u00eb reja, t\u00eb dyja disiplinat absorbojn\u00eb praktikat m\u00eb t\u00eb mira p\u00ebr t\u00eb ndihmuar ekipet e QA-s\u00eb t\u00eb dor\u00ebzojn\u00eb teste m\u00eb t\u00eb shpejta dhe m\u00eb t\u00eb plota me nj\u00eb pjes\u00eb t\u00eb \u00e7mimit t\u00eb testimit manual.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Nd\u00ebrsa p\u00ebrmir\u00ebsimi i fush\u00ebs s\u00eb testeve dhe reduktimi i gabimeve dhe kostove njer\u00ebzore jan\u00eb disa nga p\u00ebrfitimet m\u00eb t\u00eb dukshme t\u00eb testimit t\u00eb drejtuar nga AI, ai gjithashtu ndihmon ekipet t\u00eb miratojn\u00eb nj\u00eb qasje t\u00eb vazhdueshme t\u00eb integrimit dhe vendosjes s\u00eb tubacioneve (CI\/CD).  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Me pritjet e konsumator\u00ebve dhe konkurrenc\u00ebn m\u00eb t\u00eb lart\u00eb se kurr\u00eb, Generative IA u ofron ekipeve nj\u00eb m\u00ebnyr\u00eb p\u00ebr t\u00eb ofruar teste t\u00eb shpejta dhe efikase pa kompromentuar cil\u00ebsin\u00eb.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>&#8220;Ky \u00ebsht\u00eb aplikimi i vet\u00ebm m\u00eb i bezdissh\u00ebm i m\u00ebsimit t\u00eb makinerive q\u00eb kam par\u00eb ndonj\u00ebher\u00eb.&#8221; Mike Krieger, bashk\u00ebthemelues i Instagramit. &nbsp; Fjal\u00ebt e Mike Krieger nuk jan\u00eb hiperbol\u00eb. Nd\u00ebrsa ML \u00ebsht\u00eb e aft\u00eb p\u00ebr disa gj\u00ebra t\u00eb shquara n\u00eb lidhje me analiz\u00ebn e t\u00eb dh\u00ebnave dhe mendjempreht\u00ebsin\u00eb, GitHub Copilot \u00ebsht\u00eb nj\u00eb ndryshim total i [&hellip;]<\/p>\n","protected":false},"author":14624,"featured_media":71053,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_seopress_titles_title":"Copilots & Generative IA's Impact in RPA \/ Software Testing","_seopress_titles_desc":"Q\u00eb nga ndikimi i Copilots dhe Generative IA n\u00eb zhvillimin e softuerit, Test & RPA, e deri te e ardhmja e k\u00ebtyre teknologjive, m\u00ebsoni gjith\u00e7ka q\u00eb ka p\u00ebr t\u00eb ditur!","_seopress_robots_index":"","_seopress_robots_follow":"","_seopress_robots_imageindex":"","_seopress_robots_snippet":"","_seopress_robots_primary_cat":"none","_seopress_robots_breadcrumbs":"","_seopress_robots_freeze_modified_date":"","_seopress_robots_custom_modified_date":"","_seopress_robots_canonical":"","_seopress_social_fb_title":"","_seopress_social_fb_desc":"","_seopress_social_fb_img":"","_seopress_social_fb_img_attachment_id":0,"_seopress_social_fb_img_width":0,"_seopress_social_fb_img_height":0,"_seopress_social_twitter_title":"","_seopress_social_twitter_desc":"","_seopress_social_twitter_img":"","_seopress_social_twitter_img_attachment_id":0,"_seopress_social_twitter_img_width":0,"_seopress_social_twitter_img_height":0,"_seopress_redirections_value":"","_seopress_redirections_enabled":"","_seopress_redirections_enabled_regex":"","_seopress_redirections_logged_status":"t\u00eb dyja","_seopress_redirections_param":"","_seopress_redirections_type":301,"_seopress_analysis_target_kw":"","_seopress_news_disabled":"","_seopress_video_disabled":"","_seopress_video":[],"_seopress_pro_schemas_manual":[],"_seopress_pro_rich_snippets_disable_all":"","_seopress_pro_rich_snippets_disable":[],"_seopress_pro_schemas":[],"_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":[468],"tags":[],"class_list":["post-71005","post","type-post","status-publish","format-standard","has-post-thumbnail","category-ai-sq"],"acf":{"short_name":"Copilots & Generative AI n\u00eb RPA \/ Testimi i softuerit"},"_links":{"self":[{"href":"https:\/\/dev.zaptest.com\/sq\/wp-json\/wp\/v2\/posts\/71005","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/dev.zaptest.com\/sq\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/dev.zaptest.com\/sq\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/dev.zaptest.com\/sq\/wp-json\/wp\/v2\/users\/14624"}],"replies":[{"embeddable":true,"href":"https:\/\/dev.zaptest.com\/sq\/wp-json\/wp\/v2\/comments?post=71005"}],"version-history":[{"count":1,"href":"https:\/\/dev.zaptest.com\/sq\/wp-json\/wp\/v2\/posts\/71005\/revisions"}],"predecessor-version":[{"id":71044,"href":"https:\/\/dev.zaptest.com\/sq\/wp-json\/wp\/v2\/posts\/71005\/revisions\/71044"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/dev.zaptest.com\/sq\/wp-json\/wp\/v2\/media\/71053"}],"wp:attachment":[{"href":"https:\/\/dev.zaptest.com\/sq\/wp-json\/wp\/v2\/media?parent=71005"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/dev.zaptest.com\/sq\/wp-json\/wp\/v2\/categories?post=71005"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/dev.zaptest.com\/sq\/wp-json\/wp\/v2\/tags?post=71005"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}