{"id":68726,"date":"2023-10-01T10:33:07","date_gmt":"2023-10-01T10:33:07","guid":{"rendered":"https:\/\/www.zaptest.com\/inxhinieri-e-shpejte-ne-automatizimin-e-softuerit"},"modified":"2023-10-01T10:41:40","modified_gmt":"2023-10-01T10:41:40","slug":"inxhinieri-e-shpejte-ne-automatizimin-e-softuerit","status":"publish","type":"post","link":"https:\/\/www.zaptest.com\/sq\/inxhinieri-e-shpejte-ne-automatizimin-e-softuerit","title":{"rendered":"Inxhinieri e shpejt\u00eb n\u00eb automatizimin e softuerit"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">ChatGPT, Bard, dhe modele t\u00eb tjera t\u00eb shquara t\u00eb gjuh\u00ebs s\u00eb madhe (LLMs) kan\u00eb dominuar lajmet tona gjat\u00eb vitit t\u00eb fundit. Dhe me t\u00eb drejt\u00eb k\u00ebshtu. K\u00ebto teknologji emocionuese na ofrojn\u00eb nj\u00eb v\u00ebshtrim n\u00eb t\u00eb ardhmen, fuqin\u00eb dhe mund\u00ebsit\u00eb e IA.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Nd\u00ebrsa pjesa m\u00eb e madhe e ngaz\u00ebllimit publik \u00ebsht\u00eb p\u00ebrqendruar rreth krijimit t\u00eb tekstit, imazheve dhe videove, k\u00ebto mjete mund t\u00eb p\u00ebrdoren p\u00ebr shum\u00eb disiplina t\u00eb tjera, si automatizimi i softuerit.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Ky artikull do t\u00eb veproj\u00eb si nj\u00eb zhytje e thell\u00eb n\u00eb at\u00eb se si inxhinieria e shpejt\u00eb mund t\u00eb na ndihmoj\u00eb me automatizimin e softuerit. Megjithat\u00eb, porti yn\u00eb i par\u00eb i thirrjes duhet t\u00eb jet\u00eb nj\u00eb ekzaminim i vet\u00eb inxhinieris\u00eb s\u00eb shpejt\u00eb.<\/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\/sq\/inxhinieri-e-shpejte-ne-automatizimin-e-softuerit\/#Cfare_eshte_inxhinieria_e_shpejte\" >\u00c7far\u00eb \u00ebsht\u00eb inxhinieria e shpejt\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:\/\/www.zaptest.com\/sq\/inxhinieri-e-shpejte-ne-automatizimin-e-softuerit\/#Si_mund_te_nxitet_ndihma_inxhinierike\" >Si mund t\u00eb nxitet ndihma inxhinierike<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.zaptest.com\/sq\/inxhinieri-e-shpejte-ne-automatizimin-e-softuerit\/#Me_automatizimin_e_softuerit\" >Me automatizimin 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-4\" href=\"https:\/\/www.zaptest.com\/sq\/inxhinieri-e-shpejte-ne-automatizimin-e-softuerit\/#1_Gjenerimi_i_kodit\" >#1. Gjenerimi i kodit<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/www.zaptest.com\/sq\/inxhinieri-e-shpejte-ne-automatizimin-e-softuerit\/#2_Konvertimi_i_te_dhenave_te_pastrukturuara\" >#2. Konvertimi i t\u00eb dh\u00ebnave t\u00eb pastrukturuara<\/a><\/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\/sq\/inxhinieri-e-shpejte-ne-automatizimin-e-softuerit\/#3_Automatizimi_i_testeve\" >#3. Automatizimi i testeve<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/www.zaptest.com\/sq\/inxhinieri-e-shpejte-ne-automatizimin-e-softuerit\/#Mendimet_e_fundit\" >Mendimet e fundit<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"Cfare_eshte_inxhinieria_e_shpejte\"><\/span><strong>\u00c7far\u00eb \u00ebsht\u00eb inxhinieria e shpejt\u00eb?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Modelet e m\u00ebdha gjuh\u00ebsore si ChatGPT prodhojn\u00eb dalje n\u00eb baz\u00eb t\u00eb nxit\u00ebsve apo fjalive q\u00eb ne u japim atyre. Megjithat\u00eb, rezultatet ndryshojn\u00eb shum\u00eb n\u00eb var\u00ebsi t\u00eb fjal\u00ebve ose udh\u00ebzimeve q\u00eb p\u00ebrdorim. Kur futim udh\u00ebzime t\u00eb paqarta dhe t\u00eb pasakta, dalja mund t\u00eb mos godas\u00eb shenj\u00ebn.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Inxhinieria e shpejt\u00eb i referohet dizajnit t\u00eb konsideruar t\u00eb inputeve q\u00eb ndihmojn\u00eb n\u00eb nxjerrjen e p\u00ebrmbajtjeve m\u00eb t\u00eb sakta, m\u00eb t\u00eb sakta dhe n\u00eb fund t\u00eb p\u00ebrdorshme nga k\u00ebto sisteme emocionuese IA.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Sistemet e Modelit t\u00eb Madh t\u00eb Gjuh\u00ebs (LLM) p\u00ebrdorin p\u00ebrpunimin e gjuh\u00ebs natyrore (NLP) p\u00ebr t\u00eb interpretuar deklaratat q\u00eb u japim. Makinat i shnd\u00ebrrojn\u00eb k\u00ebto pyetje ose udh\u00ebzime (pra, nxit) n\u00eb kod dhe i drejtojn\u00eb ato n\u00ebp\u00ebr depon e tyre t\u00eb gjer\u00eb t\u00eb t\u00eb dh\u00ebnave p\u00ebr t\u00eb prodhuar p\u00ebrmbajtje n\u00eb \u00e7far\u00ebdo formati q\u00eb specifikojm\u00eb (p.sh., tekst, imazhe, kod).<\/span><\/p>\n<p><span style=\"font-weight: 400;\">ChatGPT u trajnua n\u00eb mbi<\/span><a href=\"https:\/\/www.sciencefocus.com\/future-technology\/gpt-3\"><br \/>\n  <span style=\"font-weight: 400;\"> 570 GB t\u00eb dh\u00ebna<\/span><br \/>\n<\/a><span style=\"font-weight: 400;\">. Materiali i trajnimit p\u00ebrb\u00ebhet nga libra, artikuj, tekste web, e k\u00ebshtu me radh\u00eb. Me fjal\u00eb t\u00eb tjera, k\u00ebto grupe t\u00eb dh\u00ebnash p\u00ebrmbajn\u00eb nj\u00eb sasi t\u00eb paimagjinueshme njohurish.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Edhe pse mund ta kuptojm\u00eb procesin, nj\u00eb pjes\u00eb e madhe e asaj q\u00eb ndodh n\u00ebn kapakun e k\u00ebtyre sistemeve ndodh jasht\u00eb shikimit ton\u00eb. Sigurisht, ne kontrollojm\u00eb hyrjet dhe daljet, dhe trajnojm\u00eb sistemin, por pik\u00ebrisht m\u00ebnyra se si funksionojn\u00eb dhe marrin vendimet k\u00ebto algoritme \u00ebsht\u00eb ende di\u00e7ka e mistershme. Sipas fjal\u00ebve t\u00eb Sam Bowman, nj\u00eb profesor i IA n\u00eb Universitetin e Nju Jorkut,<\/span><a href=\"https:\/\/www.vox.com\/unexplainable\/2023\/7\/15\/23793840\/chat-gpt-ai-science-mystery-unexplainable-podcast\"><span style=\"font-weight: 400;\">  &#8220;E nd\u00ebrtuam, e st\u00ebrvit\u00ebm, por nuk e dim\u00eb se \u00e7far\u00eb po b\u00ebn.&#8221;<\/span><\/a><\/p>\n<p><span style=\"font-weight: 400;\">Inxhinieria e shpejt\u00eb na ndihmon t\u00eb menaxhojm\u00eb k\u00ebt\u00eb kaos duke p\u00ebrdorur daljet q\u00eb prodhojn\u00eb rezultate t\u00eb parashikueshme dhe t\u00eb p\u00ebrdorshme. Ato na ofrojn\u00eb nj\u00eb shteg p\u00ebr t\u00eb zhbllokuar sasit\u00eb e m\u00ebdha t\u00eb njohurive brenda k\u00ebtyre aplikacioneve.  <\/span><a href=\"https:\/\/tech.eu\/2023\/06\/09\/the-hot-new-job-that-pays-six-figures-ai-prompt-engineering\/#:~:text=The%20World%20Economic%20Forum%20(WEF,those%20roles%20is%20prompt%20engineering.\"><span style=\"font-weight: 400;\">Disiplina po shfaqet si nj\u00eb karrier\u00eb e re<\/span><\/p>\n<p><\/a>, <span style=\"font-weight: 400;\">me kurset q\u00eb dalin kudo, nd\u00ebrsa bizneset punojn\u00eb se si mund ta shfryt\u00ebzojn\u00eb k\u00ebt\u00eb teknologji t\u00eb fuqishme. <\/span> <\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Si_mund_te_nxitet_ndihma_inxhinierike\"><\/span><strong>Si mund t\u00eb nxitet ndihma inxhinierike  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Me_automatizimin_e_softuerit\"><\/span><strong>Me automatizimin e softuerit?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img data-dominant-color=\"0e0d0d\" data-has-transparency=\"false\" style=\"--dominant-color: #0e0d0d;\" decoding=\"async\" class=\"aligncenter wp-image-68719 not-transparent\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/10\/utilizing-chatcpg-for-various-software-automation-and-rpa-tasks-1024x683.webp\" alt=\"P\u00ebrdorimi i ChatCPG p\u00ebr automatizimin e programeve t\u00eb ndryshme dhe detyrat RPA\" width=\"518\" height=\"345\" srcset=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/10\/utilizing-chatcpg-for-various-software-automation-and-rpa-tasks-1024x683.webp 1024w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/10\/utilizing-chatcpg-for-various-software-automation-and-rpa-tasks-300x200.webp 300w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/10\/utilizing-chatcpg-for-various-software-automation-and-rpa-tasks-768x512.webp 768w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/10\/utilizing-chatcpg-for-various-software-automation-and-rpa-tasks-1536x1024.webp 1536w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/10\/utilizing-chatcpg-for-various-software-automation-and-rpa-tasks-1080x720.webp 1080w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/10\/utilizing-chatcpg-for-various-software-automation-and-rpa-tasks-1280x853.webp 1280w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/10\/utilizing-chatcpg-for-various-software-automation-and-rpa-tasks-980x653.webp 980w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/10\/utilizing-chatcpg-for-various-software-automation-and-rpa-tasks-480x320.webp 480w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/10\/utilizing-chatcpg-for-various-software-automation-and-rpa-tasks-jpeg.webp 1920w\" sizes=\"(max-width: 518px) 100vw, 518px\" \/><\/p>\n<p><span style=\"font-weight: 400;\">Automatizimi i softuerit dhe LLM-t\u00eb kan\u00eb shum\u00eb gj\u00ebra t\u00eb p\u00ebrbashk\u00ebta. Ata t\u00eb dy ofrojn\u00eb nj\u00eb pamje t\u00eb nj\u00eb t\u00eb ardhmeje ku makinat do t\u00eb rrisin kreativitetin njer\u00ebzor p\u00ebr t\u00eb krijuar vende pune m\u00eb t\u00eb shpejta dhe m\u00eb produktive.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Ka disa fusha emocionuese ku t\u00eb dyja k\u00ebto teknologji mund t\u00eb konvergjojn\u00eb. Ja tre m\u00ebnyra se si mund t\u00eb p\u00ebrdorim inxhinierin\u00eb e shpejt\u00eb n\u00eb automatizimin e softuerit.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"1_Gjenerimi_i_kodit\"><\/span><strong>#1. Gjenerimi i kodit<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><img data-dominant-color=\"606060\" data-has-transparency=\"false\" style=\"--dominant-color: #606060;\" decoding=\"async\" class=\"aligncenter wp-image-67409 not-transparent\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/09\/tcoe-2-683x1024.webp\" alt=\"Gjenerimi i kodit me inxhinieri t\u00eb shpejt\u00eb n\u00eb automatizimin e testeve\" width=\"312\" height=\"468\"><\/p>\n<p><span style=\"font-weight: 400;\">Kodi i shkrimit \u00ebsht\u00eb nj\u00eb nga aplikacionet m\u00eb premtuese t\u00eb Modeleve t\u00eb Gjuh\u00ebve t\u00eb M\u00ebdha. AI LLMs jan\u00eb n\u00eb foshnj\u00ebrin\u00eb e tyre. Vitet e ardhshme duhet ta shohin k\u00ebt\u00eb teknologji t\u00eb p\u00ebrmir\u00ebsohet pasi m\u00eb shum\u00eb burime shtohen si n\u00eb informatik\u00eb, ashtu edhe n\u00eb trajnim.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">N\u00eb afat t\u00eb gjat\u00eb, k\u00ebto p\u00ebrparime mund t\u00eb shihnin IA t\u00eb shkruante programe t\u00eb t\u00ebra me nd\u00ebrhyrje t\u00eb kufizuara ose aspak njer\u00ebzore. Megjithat\u00eb, tani p\u00ebr tani, LLM-t\u00eb kan\u00eb disa kufizime. Cil\u00ebsia e daljes s\u00eb kodimit LLM varet kryesisht nga cil\u00ebsia e inputit. Plehrat brenda, plehrat jasht\u00eb, si\u00e7 thon\u00eb ata.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Sigurisht, nuk \u00ebsht\u00eb vet\u00ebm inxhinieria e shpejt\u00eb e efektshme q\u00eb vepron si nj\u00eb penges\u00eb rrugore.  <\/span><span style=\"font-weight: 400;\">Si\u00e7 sugjerohet n\u00eb  <\/span><a href=\"https:\/\/www.ncbi.nlm.nih.gov\/pmc\/articles\/PMC10339472\/\"><span style=\"font-weight: 400;\">ChatGPT dhe modelet e gjuh\u00ebve t\u00eb m\u00ebdha n\u00eb akademi: Mund\u00ebsi dhe sfida<\/span><\/a><span style=\"font-weight: 400;\">  (Meyer, 2023), &#8220;Aktualisht, ChatGPT ka m\u00eb shum\u00eb gjasa t\u00eb jet\u00eb i suksessh\u00ebm n\u00eb shkrimin e sakt\u00eb t\u00eb blloqeve m\u00eb t\u00eb vogla t\u00eb kodit, nd\u00ebrsa besueshm\u00ebria e tij n\u00eb shkrimin e programeve m\u00eb t\u00eb m\u00ebdha\/m\u00eb komplekse (p.sh., nj\u00eb paket\u00eb softuerike) \u00ebsht\u00eb e diskutueshme.&#8221;<\/span><\/p>\n<p><span style=\"font-weight: 400;\">P\u00ebr m\u00eb tep\u00ebr, n\u00eb nj\u00eb artikull t\u00eb koh\u00ebve t\u00eb fundit n\u00eb revist\u00ebn Nature, disa informaticien\u00eb paralajm\u00ebruan se duhet t&#8217;i afrohemi brezit t\u00eb kodeve me LLM-t\u00eb me nj\u00ebfar\u00eb kujdesi. Nj\u00eb tjet\u00ebr let\u00ebr bashk\u00ebkohore,  <\/span><a href=\"https:\/\/arxiv.org\/abs\/2303.11455\"><br \/>\n  <span style=\"font-weight: 400;\">Large Language Models and Simple, Stupid Bugs <\/span><br \/>\n<\/a><span style=\"font-weight: 400;\">(Jesse, 2023), demonstruan se si nj\u00eb LLM popullor, Codex, i cili p\u00ebrdoret nga shit\u00ebsi Copilot, prodhon &#8220;SStuBs t\u00eb njohur, tekstualisht deri n\u00eb 2x sa ka t\u00eb ngjar\u00eb se sa dihet, kod tekstualisht korrekt.&#8221; <\/span> <\/p>\n<p><span style=\"font-weight: 400;\">Nd\u00ebrkoh\u00eb q\u00eb k\u00ebto probleme nuk mund t\u00eb shp\u00ebrfillen, ka ende shum\u00eb ngaz\u00ebllim justifikues se si k\u00ebto programe mund t\u00eb ndihmojn\u00eb n\u00eb demokratizimin e zhvillimit t\u00eb softuerit duke mb\u00ebshtetur ekipet teknike dhe jo-teknike.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Ndoshta gj\u00ebja m\u00eb mbres\u00ebl\u00ebn\u00ebse p\u00ebr t&#8217;u marr\u00eb n\u00eb konsiderat\u00eb \u00ebsht\u00eb se mjete si ChatGPT mund t\u00eb prodhojn\u00eb kod funksional shum\u00eb shpejt. Me nxitjen e duhur, inxhinier\u00ebt mund t\u00eb zvog\u00eblojn\u00eb koh\u00ebn q\u00eb duhet p\u00ebr t\u00eb programuar disa lloje t\u00eb kodit, duke siguruar nj\u00eb cik\u00ebl m\u00eb t\u00eb shpejt\u00eb t\u00eb jet\u00ebs s\u00eb zhvillimit t\u00eb softuerit.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">N\u00eb fund t\u00eb vitit 2022, shp\u00ebrndar\u00ebsi popullor i programimit <\/span><a href=\"https:\/\/www.theverge.com\/2022\/12\/5\/23493932\/chatgpt-ai-generated-answers-temporarily-banned-stack-overflow-llms-dangers\"><br \/>\n  <span style=\"font-weight: 400;\">Stack Overflow ndaloi t\u00eb gjeneruara nga AI <\/span><br \/>\n<\/a> <span style=\"font-weight: 400;\">P\u00ebrgjigjet n\u00eb forumin e saj. Ata p\u00ebrmend\u00ebn norm\u00ebn e lart\u00eb t\u00eb gabimit dhe pasakt\u00ebsit\u00eb e lidhura me aplikimin. Megjithat\u00eb, teknologjia \u00ebsht\u00eb n\u00eb nj\u00eb faz\u00eb t\u00eb lindjes; P\u00ebr m\u00eb tep\u00ebr, pak\u00ebnaq\u00ebsia ndaj prodhimit t\u00eb prodhuar nga IA i detyrohet po aq inxhinieris\u00eb s\u00eb dob\u00ebt t\u00eb shpejt\u00eb sa edhe vet\u00eb teknologjis\u00eb.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Pavar\u00ebsisht nga dyshimet p\u00ebr teknologjin\u00eb, nj\u00eb <\/span><a href=\"https:\/\/www.mckinsey.com\/featured-insights\/mckinsey-explainers\/what-is-prompt-engineering\"><br \/>\n  <span style=\"font-weight: 400;\">pjes\u00eb e koh\u00ebve t\u00eb fundit nga McKinsey<\/span><br \/>\n<\/a><span style=\"font-weight: 400;\">  Thekson ndikimin q\u00eb inxhinieria e shpejt\u00eb ka tashm\u00eb n\u00eb bot\u00ebn e programimit. Firma konsulente e  <\/span><a href=\"https:\/\/www.mckinsey.com\/capabilities\/quantumblack\/our-insights\/the-state-of-ai-in-2023-generative-ais-breakout-year\"><span style=\"font-weight: 400;\">Gjendja e IA-s\u00eb n\u00eb vitin 2023: Viti i shk\u00ebputjes s\u00eb IA-s\u00eb gjeneruese<\/span><\/a><span style=\"font-weight: 400;\">  Ndan\u00eb dy prirje interesante. S\u00eb pari, 7% e organizatave q\u00eb kan\u00eb investuar n\u00eb IA po pun\u00ebsojn\u00eb inxhinier\u00eb t\u00eb shpejt\u00eb. S\u00eb dyti, kompanit\u00eb q\u00eb po p\u00ebrdorin IA kan\u00eb reduktuar rolet e inxhinieris\u00eb softuerike lidhur me IA nga 38% n\u00eb 28%.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Nj\u00eb m\u00ebnyr\u00eb p\u00ebr t\u00eb interpretuar k\u00ebto prirje \u00ebsht\u00eb se bizneset jan\u00eb t\u00eb rehatshme me k\u00ebt\u00eb kurth dhe gati p\u00ebr t\u00eb dor\u00ebzuar automatizimin e softuerit n\u00eb makinat e tyre. Edhe pse k\u00ebto shifra mund t&#8217;i trembin inxhinier\u00ebt ekzistues, sondazhi i McKinsey sugjeron se \u00abvet\u00ebm 8 p\u00ebr qind thon\u00eb se madh\u00ebsia e fuqis\u00eb pun\u00ebtore do t\u00eb ulet me m\u00eb shum\u00eb se nj\u00eb t\u00eb pest\u00ebn\u00bb. N\u00eb p\u00ebrgjith\u00ebsi, inxhinier\u00ebt ndoshta do t\u00eb duhet t\u00eb rishikohen p\u00ebr t\u00eb p\u00ebrfituar nga prirja drejt automatizimit t\u00eb softuerit t\u00eb gjeneruar nga IA.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Nj\u00eb aplikacion i duksh\u00ebm p\u00ebr automatizimin e softuerit t\u00eb gjeneruar nga IA p\u00ebrfshin krijimin e bots automatizimi. Megjithat\u00eb, nd\u00ebrsa inxhinieria e shpejt\u00eb \u00ebsht\u00eb nj\u00eb nd\u00ebrfaqe gjoja miq\u00ebsore p\u00ebr p\u00ebrdoruesit fal\u00eb fokusit t\u00eb saj n\u00eb bised\u00eb, mbetet p\u00ebr t&#8217;u par\u00eb n\u00ebse mund t\u00eb z\u00ebvend\u00ebsoj\u00eb zgjidhjet ekzistuese.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">N\u00eb shum\u00eb m\u00ebnyra, softuer\u00ebt si <a href=\"https:\/\/www.zaptest.com\/\">ZAPTEST<\/a> tashm\u00eb kan\u00eb demokratizuar tregun e automatizimit t\u00eb softuer\u00ebve. Mjetet pa kod jan\u00eb k\u00ebtu tani q\u00eb lejojn\u00eb ekipet joteknike t\u00eb nd\u00ebrtojn\u00eb bots<a href=\"https:\/\/www.zaptest.com\/rpa\"> RPA t\u00eb cil\u00ebsis\u00eb s\u00eb lart\u00eb<\/a> . Nd\u00ebrsa softuer\u00ebt si ChatGPT mund t\u00eb nd\u00ebrtojn\u00eb bots, zbatimi dhe mir\u00ebmbajtja mund t\u00eb provohen t\u00eb nd\u00ebrlikuara p\u00ebr k\u00ebdo q\u00eb nuk \u00ebsht\u00eb inxhinier softuerik dhe madje edhe p\u00ebr ata q\u00eb jan\u00eb.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Regjistrimi i nd\u00ebrveprimeve njeri-kompjuter nga GUI-ja juaj dhe shnd\u00ebrrimi i k\u00ebtyre l\u00ebvizjeve n\u00eb kod \u00ebsht\u00eb shum\u00eb m\u00eb i p\u00ebrshtatsh\u00ebm p\u00ebr p\u00ebrdoruesit sesa p\u00ebrdorimi i ftesave. Kur shoq\u00ebrohet me potencialin e LLM-s\u00eb p\u00ebr t\u00eb prodhuar kod t\u00eb paq\u00ebndruesh\u00ebm dhe t\u00eb mbushur me gabime, \u00ebsht\u00eb e drejt\u00eb t\u00eb thuhet se softueri RPA nuk shkon askund p\u00ebr t\u00eb ardhmen e parashikueshme.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"2_Konvertimi_i_te_dhenave_te_pastrukturuara\"><\/span><strong>#2. Konvertimi i t\u00eb dh\u00ebnave t\u00eb pastrukturuara<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img decoding=\"async\" class=\"aligncenter wp-image-56614\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/03\/checklist-uat-1024x683.jpeg\" alt=\"lista e kontrollit uat, mjetet e testimit t\u00eb aplikacioneve n\u00eb ueb, automatizimi dhe m\u00eb shum\u00eb\" width=\"572\" height=\"381\"><\/p>\n<p><span style=\"font-weight: 400;\">T\u00eb dh\u00ebnat e pastrukturuara nuk jan\u00eb kostumi i fort\u00eb <a href=\"https:\/\/www.zaptest.com\/a-complete-guide-to-robotic-process-automation-rpa\">i Automatizimit t\u00eb Proceseve Robotike<\/a>. Teknologjia nuk u nd\u00ebrtua p\u00ebr t\u00eb trajtuar gj\u00ebra t\u00eb tilla si emailet, fotografit\u00eb, audiot dhe m\u00eb shum\u00eb. Mjetet RPA kan\u00eb nevoj\u00eb p\u00ebr modele t\u00eb paracaktuara t\u00eb t\u00eb dh\u00ebnave me struktura t\u00eb organizuara.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Nj\u00eb pjes\u00eb e madhe e t\u00eb dh\u00ebnave t\u00eb pastrukturuara p\u00ebrfshijn\u00eb tekstin e gjuh\u00ebs natyrore. Modele t\u00eb m\u00ebdha gjuh\u00ebsore jan\u00eb nd\u00ebrtuar p\u00ebr t\u00eb &#8220;kuptuar&#8221; k\u00ebt\u00eb informacion dhe p\u00ebr t\u00eb nxjerr\u00eb kuptimin semantik prej tyre. Si e till\u00eb, kjo krijon nj\u00eb mund\u00ebsi t\u00eb konsiderueshme p\u00ebr ekipet q\u00eb duan t\u00eb interpretojn\u00eb k\u00ebto tekste dhe t&#8217;i shnd\u00ebrrojn\u00eb ato n\u00eb nj\u00eb format t\u00eb p\u00eblqyesh\u00ebm p\u00ebr mjetet RPA.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Shum\u00eb ekipe kan\u00eb p\u00ebrdorur p\u00ebrpunimin e gjuh\u00ebs natyrore (NLP) p\u00ebr vite me radh\u00eb p\u00ebr t&#8217;i ndihmuar ata me analiz\u00ebn e ndjenjave. Ky proces, i njohur edhe si minierat e opinionit, ndihmon organizatat t\u00eb q\u00ebndrojn\u00eb n\u00eb krye t\u00eb ndjenjave dhe q\u00ebndrimeve t\u00eb konsumatorit ndaj markave. N\u00eb shumic\u00ebn e rasteve, k\u00ebto mjete p\u00ebrdoren p\u00ebr t\u00eb zbuluar ndjenjat pozitive, negative dhe neutrale brenda tekstit. Megjithat\u00eb, teknologjia \u00ebsht\u00eb n\u00eb gjendje t\u00eb zbuloj\u00eb edhe m\u00eb shum\u00eb granulare emocionale.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Nd\u00ebrkoh\u00eb q\u00eb n\u00eb treg ka disa mjete q\u00eb ofrojn\u00eb k\u00ebt\u00eb funksionalitet, LLM&#8217;s ofron nj\u00eb shteg p\u00ebr p\u00ebrdorim m\u00eb t\u00eb larmish\u00ebm p\u00ebrtej kuptimit t\u00eb m\u00ebnyr\u00ebs se si ndihen njer\u00ebzit p\u00ebr nj\u00eb produkt apo sh\u00ebrbim. P\u00ebr shembull, analitika e t\u00eb dh\u00ebnave ka shp\u00ebrthyer n\u00eb popullaritet n\u00eb vitet e fundit. Big Data u jep kompanive nj\u00eb avantazh duke i lejuar ato t\u00eb nxjerrin njohuri dhe mir\u00ebkuptime q\u00eb ndihmojn\u00eb n\u00eb marrjen e vendimeve t\u00eb nxitura nga t\u00eb dh\u00ebnat.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Mjetet e automatizimit t\u00eb proceseve robotike mund t\u00eb ndihmojn\u00eb n\u00eb mbledhjen e t\u00eb dh\u00ebnave. Megjithat\u00eb, si\u00e7 e p\u00ebrmend\u00ebm m\u00eb sip\u00ebr, ata luftojn\u00eb me lloje t\u00eb ve\u00e7anta informacioni. Megjithat\u00eb, kur shoq\u00ebrohet me mjete IA q\u00eb p\u00ebrdorin Modelet e Gjuh\u00ebve t\u00eb M\u00ebdha, RPA mund t\u00eb mbledh\u00eb sasi t\u00eb m\u00ebdha t\u00eb dh\u00ebnash dhe t&#8217;i p\u00ebrdor\u00eb ato p\u00ebr t\u00eb gjeneruar informacionin q\u00eb k\u00ebrkohet p\u00ebr mjetet e Inteligjenc\u00ebs s\u00eb Biznesit (BI).<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Nj\u00eb nga aspektet m\u00eb emocionuese t\u00eb Generative IA \u00ebsht\u00eb aft\u00ebsia e saj p\u00ebr t\u00eb pasur kuptim t\u00eb inputeve t\u00eb t\u00eb dh\u00ebnave. Me inxhinierin\u00eb e duhur t\u00eb shpejt\u00eb, ekipet mund t&#8217;i shnd\u00ebrrojn\u00eb k\u00ebto t\u00eb dh\u00ebna n\u00eb nj\u00eb format q\u00eb punon p\u00ebr mjetet e tyre RPA.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">RPA mund t\u00eb ndihmoj\u00eb p\u00ebr t&#8217;i b\u00ebr\u00eb workflow-et e Big Data m\u00eb efikase. P\u00ebr fillim, ju mund ta p\u00ebrdorni at\u00eb p\u00ebr t\u00eb ndihmuar si n\u00eb hyrjen ashtu edhe n\u00eb nxjerrjen e t\u00eb dh\u00ebnave. Megjithat\u00eb, ndoshta rastet m\u00eb t\u00eb vlefshme dhe intriguese t\u00eb p\u00ebrdorimit p\u00ebrfshijn\u00eb p\u00ebrdorimin e mjeteve RPA p\u00ebr transformimin, pastrimin, dhe ngarkimin e t\u00eb dh\u00ebnave ose sigurimin e migrimit t\u00eb t\u00eb dh\u00ebnave shkon shpejt, n\u00eb m\u00ebnyr\u00eb efikase, dhe t\u00eb sakt\u00eb.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Nj\u00eb tjet\u00ebr pik\u00eb e r\u00ebnd\u00ebsishme \u00ebsht\u00eb qeverisja e t\u00eb dh\u00ebnave. Automatizimi i k\u00ebrkesave t\u00eb t\u00eb dh\u00ebnave ndihmon organizatat t\u00eb q\u00ebndrojn\u00eb n\u00eb p\u00ebrputhje dhe i mban t\u00eb dh\u00ebnat jasht\u00eb v\u00ebmendjes s\u00eb pun\u00ebtor\u00ebve manual\u00eb.  <\/span><\/p>\n<p>&nbsp;<\/p>\n<h2><span class=\"ez-toc-section\" id=\"3_Automatizimi_i_testeve\"><\/span><strong>#3. Automatizimi i testeve<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img alt=\"Top 30 Most Popular RPA (robotic process automation) Tools &amp; Software\" alt=\"Top 30 Most Popular RPA (robotic process automation) Tools &amp; Software\" decoding=\"async\" class=\"aligncenter size-large wp-image-51170\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/01\/zaptest-1-1024x512.gif\" alt=\"\" width=\"1024\" height=\"512\"><\/p>\n<p><span style=\"font-weight: 400;\"><a href=\"https:\/\/www.zaptest.com\/a-complete-guide-to-software-testing-automation\">Test Automation<\/a> ka marr\u00eb hov n\u00eb qarqet e zhvillimit t\u00eb softuerit sepse ofron nj\u00eb m\u00ebnyr\u00eb m\u00eb t\u00eb shpejt\u00eb p\u00ebr t\u00eb verifikuar softuerin. Testimi dhe sigurimi i cil\u00ebsis\u00eb kan\u00eb qen\u00eb tradicionalisht procese t\u00eb shtrenjta dhe q\u00eb k\u00ebrkojn\u00eb koh\u00eb; Automatizimi i testeve ofron nj\u00eb zgjidhje p\u00ebr t\u00eb dyja k\u00ebto sfida.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Nj\u00eb nga gj\u00ebrat e para q\u00eb mund t\u00eb b\u00ebj\u00eb inxhinieria e shpejt\u00eb \u00ebsht\u00eb p\u00ebrmir\u00ebsimi i cil\u00ebsis\u00eb s\u00eb rasteve t\u00eb testeve. Me nxitjet e duhura, k\u00ebto makineri mund t\u00eb analizojn\u00eb rastet e testimit dhe t\u00eb identifikojn\u00eb \u00e7\u00ebshtjet dhe ila\u00e7et. Ky proces mund t\u00eb zgjeroj\u00eb fush\u00ebveprimin e rasteve t\u00eb testeve dhe t\u00eb \u00e7oj\u00eb n\u00eb teste m\u00eb t\u00eb plota.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">P\u00ebr shembull, ju mund t\u00eb ushqeni nj\u00eb kod t\u00eb madh t\u00eb modelit t\u00eb gjuh\u00ebs n\u00eb t\u00eb nj\u00ebjt\u00ebn m\u00ebnyr\u00eb si ju mund t\u00eb nj\u00eb recensues njer\u00ebzor. K\u00ebto makineri mund t\u00eb kalojn\u00eb shpejt p\u00ebrmes kodit dhe t\u00eb pikasin gabimet, bugs, dhe madje t\u00eb identifikojn\u00eb \u00e7\u00ebshtjet e performanc\u00ebs. Ndoshta m\u00eb intriguese, LLM-t\u00eb ofrojn\u00eb gjithashtu mund\u00ebsin\u00eb e plot\u00ebsimit t\u00eb kodit t\u00eb rasteve t\u00eb prov\u00ebs nga thjesht snippets, duke p\u00ebrshpejtuar krijimin e rasteve t\u00eb testit.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Inxhinieria e shpejt\u00eb synon t\u00eb trajtoj\u00eb shum\u00eb nga \u00e7\u00ebshtjet q\u00eb kan\u00eb nxitur shfaqjen e qasjes <a href=\"https:\/\/www.zaptest.com\/what-is-agile-testing-process-life-cycle-methods-implementation\">Agile\/DevOps<\/a> n\u00eb zhvillimin e softuerit. Inxhinier\u00ebt duan teste t\u00eb efektshme dhe leht\u00ebsisht t\u00eb p\u00ebrs\u00ebritshme q\u00eb mund t\u00eb pikasin problemet para se t\u00eb vendosen aplikacionet. Ideja k\u00ebtu \u00ebsht\u00eb se duke liruar koh\u00ebn, zhvilluesit e softuerit mund t\u00eb p\u00ebrqendrohen n\u00eb detyra m\u00eb kreative dhe m\u00eb t\u00eb nxitura nga vlera.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Si\u00e7 p\u00ebrshkruhet n\u00eb nj\u00eb shkrim klasik, <\/span><a href=\"https:\/\/www.researchgate.net\/publication\/254034665_Technical_Debt_in_Test_Automation\"><br \/>\n  <span style=\"font-weight: 400;\">Borxhi Teknik n\u00eb Automatizimin e Testeve<\/span><br \/>\n<\/a><span style=\"font-weight: 400;\">  (K. Wiklund, 2012), ekipet e zhvillimit t\u00eb softuerit mund t\u00eb hasin probleme n\u00ebse kalojn\u00eb shum\u00eb koh\u00eb n\u00eb testimin manual dhe verifikimin e softuerit t\u00eb tyre. Kostot fillestare t\u00eb zgjidhjeve t\u00eb automatizimit t\u00eb testeve, mungesa e p\u00ebrvoj\u00ebs s\u00eb automatizimit, madje edhe nj\u00eb preferenc\u00eb p\u00ebr metodat e vjetra mund t\u00eb kontribuojn\u00eb n\u00eb k\u00ebto ngadal\u00ebsime.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Nj\u00eb nga aspektet m\u00eb interesante t\u00eb zhvillimit t\u00eb softuerit Agile p\u00ebrfshin <\/span><a href=\"https:\/\/scaledagileframework.com\/behavior-driven-development\/\"><br \/>\n  <span style=\"font-weight: 400;\">Behavior-Driven Development (BDD).<\/span><br \/>\n<\/a><span style=\"font-weight: 400;\">  Koncepti i referohet zhvillimit t\u00eb softuerit me sjelljet e pritura t\u00eb p\u00ebrdoruesve. Nd\u00ebrsa zbatimi i k\u00ebsaj qasjeje mund t\u00eb kursej\u00eb qart\u00eb koh\u00eb, shum\u00eb ekipe luftojn\u00eb p\u00ebr t\u00eb sjell\u00eb n\u00eb jet\u00eb k\u00ebt\u00eb automatizim. Megjithat\u00eb, LLM-t\u00eb mund t\u00eb japin nj\u00eb zgjidhje.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Disa nga simptomat m\u00eb t\u00eb zakonshme t\u00eb borxhit teknik p\u00ebrfshijn\u00eb dokumentacionin e dob\u00ebt dhe munges\u00ebn e testimit t\u00eb fuqish\u00ebm. K\u00ebto jan\u00eb probleme q\u00eb LLM-t\u00eb e sotme mund t\u00eb ndihmojn\u00eb n\u00eb zgjidhjen. Megjithat\u00eb, simptoma t\u00eb tjera t\u00eb dukshme, t\u00eb tilla si refactoring, jan\u00eb tep\u00ebr komplekse p\u00ebr IA gjeneruese aktuale, dhe mund t\u00eb mos rezultoj\u00eb n\u00eb kursim t\u00eb koh\u00ebs.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><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><img decoding=\"async\" class=\"aligncenter wp-image-59582\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/05\/img80.png\" alt=\"testimi alfa vs testimi beta\" width=\"107\" height=\"179\" srcset=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/05\/img80.png 479w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/05\/img80-180x300.png 180w\" sizes=\"(max-width: 107px) 100vw, 107px\" \/><\/p>\n<p><span style=\"font-weight: 400;\">Aplikacionet gjeneruese t\u00eb IA kan\u00eb nj\u00eb potencial t\u00eb pamas\u00eb. Megjithat\u00eb, nd\u00ebrfaqja miq\u00ebsore dhe biseduese mund t\u00eb jet\u00eb mashtruese. Shum\u00eb njer\u00ebz besojn\u00eb se \u00ebsht\u00eb e thjesht\u00eb t\u00eb gjenerosh dalje cil\u00ebsore nga k\u00ebto makineri. Megjithat\u00eb, inxhinieria e shpejt\u00eb e shk\u00eblqyer \u00ebsht\u00eb m\u00eb e nd\u00ebrlikuar se \u00e7&#8217;mund t\u00eb prisni.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Inxhinieria e shpejt\u00eb efektive k\u00ebrkon shum\u00eb prova dhe gabime. Gjithashtu, ka nevoj\u00eb p\u00ebr shum\u00eb paramendim n\u00eb em\u00ebr t\u00eb inxhinierit p\u00ebr t&#8217;u siguruar se p\u00ebrgjigjet jan\u00eb t\u00eb dobishme. S\u00eb fundi, kontrolli dhe rikontrolli i pun\u00ebs \u00ebsht\u00eb i r\u00ebnd\u00ebsish\u00ebm p\u00ebr shkak t\u00eb potencialit t\u00eb mir\u00ebpublikuar p\u00ebr gabime.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Nd\u00ebrsa pun\u00ebt e shpejta inxhinierike mund t\u00eb jen\u00eb n\u00eb rritje, jo t\u00eb gjith\u00eb jan\u00eb t\u00eb bindur. Duke shkruar n\u00eb Harvard Business Review, Oguz A. Acar jep nj\u00eb argument magjeps\u00ebs se  <\/span><a href=\"https:\/\/hbr.org\/2023\/06\/ai-prompt-engineering-isnt-the-future\"><span style=\"font-weight: 400;\">&#8220;gjeneratat e ardhshme t\u00eb sistemeve IA do t\u00eb b\u00ebhen m\u00eb intuitive dhe m\u00eb t\u00eb afta p\u00ebr t\u00eb kuptuar gjuh\u00ebn natyrore, duke reduktuar nevoj\u00ebn p\u00ebr nxit\u00ebs t\u00eb projektuar me p\u00ebrpikm\u00ebri.&#8221;<\/span><\/a><\/p>\n<p><span style=\"font-weight: 400;\">Sido q\u00eb t\u00eb jet\u00eb e ardhmja, Generative IA do t\u00eb jet\u00eb atje n\u00eb miks. Nd\u00ebrsa inxhinieria e shpejt\u00eb ka shum\u00eb premtime, \u00ebsht\u00eb e v\u00ebshtir\u00eb t\u00eb thuash me siguri se \u00e7far\u00eb roli t\u00eb sakt\u00eb do t\u00eb luaj\u00eb.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Interesante \u00ebsht\u00eb se softueri i automatizimit t\u00eb testeve softuerike \u00ebsht\u00eb tashm\u00eb i mbushur me raste p\u00ebrdorimi dhe histori suksesi q\u00eb demonstrojn\u00eb p\u00ebrshtatshm\u00ebrin\u00eb e tij p\u00ebr p\u00ebrshpejtimin e zhvillimit t\u00eb softuerit pa kompromentuar sakt\u00ebsin\u00eb apo verifikimin gjith\u00ebp\u00ebrfshir\u00ebs t\u00eb aplikacioneve.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Mjete si ZAPTEST tashm\u00eb lejojn\u00eb zhvilluesit t\u00eb trajtojn\u00eb \u00e7\u00ebshtje si koha dhe burimet e pap\u00ebrshtatshme, borxhi teknik, dokumentacioni, dhe testimi gjith\u00ebp\u00ebrfshir\u00ebs dhe RPA. P\u00ebr m\u00eb tep\u00ebr, k\u00ebto mjete jan\u00eb m\u00eb miq\u00ebsore p\u00ebr p\u00ebrdoruesit sesa inxhinieria e shpejt\u00eb, duke i b\u00ebr\u00eb ato opsione shum\u00eb m\u00eb t\u00eb p\u00ebrshtatshme p\u00ebr ekipet joteknike. Si kurr\u00eb m\u00eb par\u00eb, potenciali i v\u00ebrtet\u00eb q\u00ebndron n\u00eb kryq\u00ebzimin e k\u00ebtyre teknologjive emocionuese t\u00eb automatizimit.  <\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>ChatGPT, Bard, dhe modele t\u00eb tjera t\u00eb shquara t\u00eb gjuh\u00ebs s\u00eb madhe (LLMs) kan\u00eb dominuar lajmet tona gjat\u00eb vitit t\u00eb fundit. Dhe me t\u00eb drejt\u00eb k\u00ebshtu. K\u00ebto teknologji emocionuese na ofrojn\u00eb nj\u00eb v\u00ebshtrim n\u00eb t\u00eb ardhmen, fuqin\u00eb dhe mund\u00ebsit\u00eb e IA. Nd\u00ebrsa pjesa m\u00eb e madhe e ngaz\u00ebllimit publik \u00ebsht\u00eb p\u00ebrqendruar rreth krijimit t\u00eb tekstit, [&hellip;]<\/p>\n","protected":false},"author":14624,"featured_media":68742,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_seopress_robots_primary_cat":"none","_seopress_titles_title":"Prompt Engineering in Software Automation - Def. & Procesi","_seopress_titles_desc":"Nga Generative AI dhe Prompt Engineering, m\u00ebsoni rreth implementimeve dhe aplikacioneve specifike t\u00eb teknologjis\u00eb n\u00eb Testimin e Softuer\u00ebve dhe RPA.","_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":[468],"tags":[],"class_list":["post-68726","post","type-post","status-publish","format-standard","has-post-thumbnail","category-ai-sq"],"acf":{"short_name":"Inxhinieri e shpejt\u00eb n\u00eb automatizimin e softuerit"},"_links":{"self":[{"href":"https:\/\/www.zaptest.com\/sq\/wp-json\/wp\/v2\/posts\/68726","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.zaptest.com\/sq\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.zaptest.com\/sq\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.zaptest.com\/sq\/wp-json\/wp\/v2\/users\/14624"}],"replies":[{"embeddable":true,"href":"https:\/\/www.zaptest.com\/sq\/wp-json\/wp\/v2\/comments?post=68726"}],"version-history":[{"count":1,"href":"https:\/\/www.zaptest.com\/sq\/wp-json\/wp\/v2\/posts\/68726\/revisions"}],"predecessor-version":[{"id":68740,"href":"https:\/\/www.zaptest.com\/sq\/wp-json\/wp\/v2\/posts\/68726\/revisions\/68740"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.zaptest.com\/sq\/wp-json\/wp\/v2\/media\/68742"}],"wp:attachment":[{"href":"https:\/\/www.zaptest.com\/sq\/wp-json\/wp\/v2\/media?parent=68726"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.zaptest.com\/sq\/wp-json\/wp\/v2\/categories?post=68726"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.zaptest.com\/sq\/wp-json\/wp\/v2\/tags?post=68726"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}