{"id":69244,"date":"2023-10-01T10:33:07","date_gmt":"2023-10-01T10:33:07","guid":{"rendered":"https:\/\/www.zaptest.com\/promptni-inzenyrstvi-v-automatizaci-softwaru"},"modified":"2023-10-09T19:29:09","modified_gmt":"2023-10-09T19:29:09","slug":"promptni-inzenyrstvi-v-automatizaci-softwaru","status":"publish","type":"post","link":"https:\/\/www.zaptest.com\/cs\/promptni-inzenyrstvi-v-automatizaci-softwaru","title":{"rendered":"Promptn\u00ed in\u017een\u00fdrstv\u00ed v automatizaci softwaru"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">ChatGPT, Bard a dal\u0161\u00ed v\u00fdznamn\u00e9 velk\u00e9 jazykov\u00e9 modely (LLM) v uplynul\u00e9m roce dominovaly na\u0161im zpravodajsk\u00fdm kan\u00e1l\u016fm. A je to tak spr\u00e1vn\u011b. Tyto vzru\u0161uj\u00edc\u00ed technologie n\u00e1m nab\u00edzej\u00ed pohled do budoucnosti, s\u00edly a mo\u017enost\u00ed um\u011bl\u00e9 inteligence.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">A\u010dkoli se v\u011bt\u0161ina ve\u0159ejn\u00e9ho nad\u0161en\u00ed soust\u0159ed\u00ed na vytv\u00e1\u0159en\u00ed textu, obr\u00e1zk\u016f a videa, tyto n\u00e1stroje lze pou\u017e\u00edt v mnoha dal\u0161\u00edch oborech, nap\u0159\u00edklad p\u0159i automatizaci softwaru.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Tento \u010dl\u00e1nek bude slou\u017eit jako hlubok\u00fd ponor do toho, jak n\u00e1m m\u016f\u017ee promptn\u00ed in\u017een\u00fdrstv\u00ed pomoci s automatizac\u00ed softwaru. Nejd\u0159\u00edve bychom v\u0161ak m\u011bli prozkoumat samotn\u00e9 pohotov\u00e9 in\u017een\u00fdrstv\u00ed.<\/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\/cs\/promptni-inzenyrstvi-v-automatizaci-softwaru\/#Co_je_to_pohotove_inzenyrstvi\" >Co je to pohotov\u00e9 in\u017een\u00fdrstv\u00ed?<\/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\/cs\/promptni-inzenyrstvi-v-automatizaci-softwaru\/#Jak_muze_pomoci_pohotove_inzenyrstvi\" >Jak m\u016f\u017ee pomoci pohotov\u00e9 in\u017een\u00fdrstv\u00ed<\/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\/cs\/promptni-inzenyrstvi-v-automatizaci-softwaru\/#s_automatizaci_softwaru\" >s automatizac\u00ed softwaru?<\/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\/cs\/promptni-inzenyrstvi-v-automatizaci-softwaru\/#1_Generovani_kodu\" >#1. Generov\u00e1n\u00ed k\u00f3du<\/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\/cs\/promptni-inzenyrstvi-v-automatizaci-softwaru\/#2_Prevod_nestrukturovanych_dat\" >#2. P\u0159evod nestrukturovan\u00fdch dat<\/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\/cs\/promptni-inzenyrstvi-v-automatizaci-softwaru\/#3_Automatizace_testovani\" >#3. Automatizace testov\u00e1n\u00ed<\/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\/cs\/promptni-inzenyrstvi-v-automatizaci-softwaru\/#Zaverecne_myslenky\" >Z\u00e1v\u011bre\u010dn\u00e9 my\u0161lenky<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"Co_je_to_pohotove_inzenyrstvi\"><\/span><strong>Co je to pohotov\u00e9 in\u017een\u00fdrstv\u00ed?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Velk\u00e9 jazykov\u00e9 modely, jako je ChatGPT, vytv\u00e1\u0159ej\u00ed v\u00fdstupy na z\u00e1klad\u011b n\u00e1mi zadan\u00fdch podn\u011bt\u016f nebo v\u011bt. V\u00fdsledky se v\u0161ak zna\u010dn\u011b li\u0161\u00ed v z\u00e1vislosti na slovech nebo pokynech, kter\u00e9 pou\u017e\u00edv\u00e1me. Pokud zad\u00e1v\u00e1me v\u00e1gn\u00ed a nep\u0159esn\u00e9 pokyny, v\u00fdstup nemus\u00ed b\u00fdt p\u0159esn\u00fd.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Promptn\u00ed in\u017een\u00fdrstv\u00ed se t\u00fdk\u00e1 promy\u0161len\u00e9ho n\u00e1vrhu vstup\u016f, kter\u00e9 pom\u00e1haj\u00ed z\u00edskat p\u0159esn\u011bj\u0161\u00ed, p\u0159esn\u011bj\u0161\u00ed a nakonec pou\u017eiteln\u011bj\u0161\u00ed obsah z t\u011bchto zaj\u00edmav\u00fdch syst\u00e9m\u016f um\u011bl\u00e9 inteligence.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Syst\u00e9my LLM (Large Language Model) vyu\u017e\u00edvaj\u00ed zpracov\u00e1n\u00ed p\u0159irozen\u00e9ho jazyka (NLP) k interpretaci v\u00fdrok\u016f, kter\u00e9 jim zad\u00e1v\u00e1me. Stroje tyto ot\u00e1zky nebo pokyny (tj. v\u00fdzvy) p\u0159evedou na k\u00f3d a projdou je sv\u00fdmi rozs\u00e1hl\u00fdmi \u00falo\u017ei\u0161ti dat, aby vytvo\u0159ily obsah v n\u00e1mi ur\u010den\u00e9m form\u00e1tu (tj. text, obr\u00e1zky, k\u00f3d).<\/span><\/p>\n<p><span style=\"font-weight: 400;\">ChatGPT byl vy\u0161kolen na v\u00edce ne\u017e<\/span><a href=\"https:\/\/www.sciencefocus.com\/future-technology\/gpt-3\"><br \/>\n  <span style=\"font-weight: 400;\"> 570 GB dat<\/span><br \/>\n<\/a><span style=\"font-weight: 400;\">. \u0160kol\u00edc\u00ed materi\u00e1ly se skl\u00e1daj\u00ed z knih, \u010dl\u00e1nk\u016f, internetov\u00fdch text\u016f atd. Jin\u00fdmi slovy, tyto soubory dat obsahuj\u00ed nep\u0159edstaviteln\u00e9 mno\u017estv\u00ed znalost\u00ed.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">A\u010dkoli tomuto procesu rozum\u00edme, v\u011bt\u0161ina toho, co se d\u011bje pod kapotou t\u011bchto syst\u00e9m\u016f, se odehr\u00e1v\u00e1 mimo n\u00e1\u0161 dohled. Jist\u011b, kontrolujeme vstupy a v\u00fdstupy a tr\u00e9nujeme syst\u00e9m, ale jak p\u0159esn\u011b tyto algoritmy pracuj\u00ed a rozhoduj\u00ed, je st\u00e1le z\u00e1hadou. Slovy Sama Bowmana, profesora um\u011bl\u00e9 inteligence na New York University,<\/span><a href=\"https:\/\/www.vox.com\/unexplainable\/2023\/7\/15\/23793840\/chat-gpt-ai-science-mystery-unexplainable-podcast\"><span style=\"font-weight: 400;\">  &#8222;Postavili jsme ho, vycvi\u010dili jsme ho, ale nev\u00edme, co d\u011bl\u00e1.&#8220;<\/span><\/a><\/p>\n<p><span style=\"font-weight: 400;\">Promptn\u00ed in\u017een\u00fdrstv\u00ed n\u00e1m pom\u00e1h\u00e1 zvl\u00e1dat tento chaos pomoc\u00ed v\u00fdstup\u016f, kter\u00e9 p\u0159in\u00e1\u0161ej\u00ed p\u0159edv\u00eddateln\u00e9 a pou\u017eiteln\u00e9 v\u00fdsledky. Nab\u00edzej\u00ed n\u00e1m cestu, jak odemknout obrovsk\u00e9 mno\u017estv\u00ed znalost\u00ed, kter\u00e9 se v t\u011bchto aplikac\u00edch skr\u00fdvaj\u00ed.  <\/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.\"><br \/>\n  <span style=\"font-weight: 400;\">Tento obor se st\u00e1v\u00e1 novou profesn\u00ed oblast\u00ed<\/span><br \/>\n<\/a><span style=\"font-weight: 400;\">, v\u0161ude vznikaj\u00ed kurzy, proto\u017ee podniky \u0159e\u0161\u00ed, jak tuto v\u00fdkonnou technologii vyu\u017e\u00edt. <\/span> <\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Jak_muze_pomoci_pohotove_inzenyrstvi\"><\/span><strong>Jak m\u016f\u017ee pomoci pohotov\u00e9 in\u017een\u00fdrstv\u00ed  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"s_automatizaci_softwaru\"><\/span><strong>s automatizac\u00ed softwaru?<\/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=\"vyu\u017eit\u00ed chatcpg pro r\u016fzn\u00e9 \u00falohy automatizace softwaru a 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;\">Automatizace softwaru a programy LLM maj\u00ed mnoho spole\u010dn\u00e9ho. Ob\u011b nab\u00edzej\u00ed pohled do budoucnosti, kdy stroje dopln\u00ed lidskou kreativitu a vytvo\u0159\u00ed rychlej\u0161\u00ed a produktivn\u011bj\u0161\u00ed pracovi\u0161t\u011b.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Existuje n\u011bkolik zaj\u00edmav\u00fdch oblast\u00ed, kde se ob\u011b tyto technologie mohou sbli\u017eovat. Zde jsou t\u0159i zp\u016fsoby, jak m\u016f\u017eeme v automatizaci softwaru vyu\u017e\u00edt in\u017een\u00fdrstv\u00ed podn\u011bt\u016f.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"1_Generovani_kodu\"><\/span><strong>#1. Generov\u00e1n\u00ed k\u00f3du<\/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=\"generov\u00e1n\u00ed k\u00f3du s promptn\u00edm in\u017een\u00fdrstv\u00edm v automatizaci testov\u00e1n\u00ed.\" width=\"312\" height=\"468\"><\/p>\n<p><span style=\"font-weight: 400;\">Psan\u00ed k\u00f3du je jednou z nejslibn\u011bj\u0161\u00edch aplikac\u00ed velk\u00fdch jazykov\u00fdch model\u016f. Studium AI LLM je teprve v plenk\u00e1ch. V p\u0159\u00ed\u0161t\u00edch n\u011bkolika letech by se tato technologie m\u011bla zdokonalit, proto\u017ee bude p\u0159id\u00e1no v\u00edce prost\u0159edk\u016f na v\u00fdpo\u010detn\u00ed techniku i na \u0161kolen\u00ed.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">V dlouhodob\u00e9m horizontu by tyto pokroky mohly v\u00e9st k tomu, \u017ee um\u011bl\u00e1 inteligence bude ps\u00e1t cel\u00e9 programy s omezen\u00fdm nebo \u017e\u00e1dn\u00fdm z\u00e1sahem \u010dlov\u011bka. Prozat\u00edm v\u0161ak maj\u00ed LLM ur\u010dit\u00e1 omezen\u00ed. Kvalita v\u00fdstupu k\u00f3dov\u00e1n\u00ed LLM z\u00e1vis\u00ed p\u0159edev\u0161\u00edm na kvalit\u011b vstupu. Jak se \u0159\u00edk\u00e1, odpadky dovnit\u0159, odpadky ven.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Samoz\u0159ejm\u011b, \u017ee p\u0159ek\u00e1\u017ekou nen\u00ed jen \u00fa\u010dinn\u00e1 pohotov\u00e1 technika.  <\/span><span style=\"font-weight: 400;\">Jak je navr\u017eeno v  <\/span><a href=\"https:\/\/www.ncbi.nlm.nih.gov\/pmc\/articles\/PMC10339472\/\"><span style=\"font-weight: 400;\">ChatGPT a velk\u00e9 jazykov\u00e9 modely v akademick\u00e9m prost\u0159ed\u00ed: P\u0159\u00edle\u017eitosti a v\u00fdzvy<\/span><\/a><span style=\"font-weight: 400;\">  (Meyer, 2023): &#8222;V sou\u010dasn\u00e9 dob\u011b je ChatGPT \u00fasp\u011b\u0161n\u00fd sp\u00ed\u0161e p\u0159i p\u0159esn\u00e9m z\u00e1pisu men\u0161\u00edch blok\u016f k\u00f3du, zat\u00edmco jeho spolehlivost p\u0159i z\u00e1pisu v\u011bt\u0161\u00edch\/slo\u017eit\u011bj\u0161\u00edch program\u016f (nap\u0159. softwarov\u00e9ho bal\u00edku) je sporn\u00e1.&#8220;<\/span><\/p>\n<p><span style=\"font-weight: 400;\">V ned\u00e1vn\u00e9m \u010dl\u00e1nku v \u010dasopise Nature nav\u00edc n\u011bkte\u0159\u00ed po\u010d\u00edta\u010dov\u00ed v\u011bdci varovali, \u017ee bychom m\u011bli ke generov\u00e1n\u00ed k\u00f3du pomoc\u00ed LLM p\u0159istupovat s ur\u010ditou opatrnost\u00ed. Dal\u0161\u00ed sou\u010dasn\u00fd dokument,  <\/span><a href=\"https:\/\/arxiv.org\/abs\/2303.11455\"><br \/>\n  <span style=\"font-weight: 400;\">Velk\u00e9 jazykov\u00e9 modely a jednoduch\u00e9, hloup\u00e9 chyby <\/span><br \/>\n<\/a><span style=\"font-weight: 400;\">(Jesse, 2023), uk\u00e1zal, jak popul\u00e1rn\u00ed LLM Codex, kter\u00fd pou\u017e\u00edv\u00e1 dodavatel Copilot, produkuje &#8222;zn\u00e1m\u00e9, doslovn\u00e9 SStuB a\u017e 2x pravd\u011bpodobn\u011bj\u0161\u00ed ne\u017e zn\u00e1m\u00fd, doslovn\u011b spr\u00e1vn\u00fd k\u00f3d&#8220;. <\/span> <\/p>\n<p><span style=\"font-weight: 400;\">P\u0159esto\u017ee tyto probl\u00e9my nelze ignorovat, st\u00e1le panuje opr\u00e1vn\u011bn\u00e9 nad\u0161en\u00ed z toho, jak tyto programy mohou pomoci demokratizovat v\u00fdvoj softwaru t\u00edm, \u017ee podpo\u0159\u00ed jak technick\u00e9, tak netechnick\u00e9 t\u00fdmy.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Nejp\u016fsobiv\u011bj\u0161\u00ed je asi to, \u017ee n\u00e1stroje jako ChatGPT dok\u00e1\u017e\u00ed velmi rychle vytvo\u0159it funk\u010dn\u00ed k\u00f3d. D\u00edky spr\u00e1vn\u00e9 v\u00fdzv\u011b mohou in\u017een\u00fd\u0159i zkr\u00e1tit dobu pot\u0159ebnou k naprogramov\u00e1n\u00ed ur\u010dit\u00fdch typ\u016f k\u00f3du a zajistit tak rychlej\u0161\u00ed \u017eivotn\u00ed cyklus v\u00fdvoje softwaru.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Na konci roku 2022 bude obl\u00edben\u00fd programov\u00fd uzel <\/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 zak\u00e1zal um\u011blou inteligenc\u00ed generovan\u00e9 <\/span><br \/>\n<\/a> <span style=\"font-weight: 400;\">odpov\u011bdi na sv\u00e9m f\u00f3ru. Jako d\u016fvod uvedli vysokou chybovost a nep\u0159esnosti spojen\u00e9 s aplikac\u00ed. Tato technologie je v\u0161ak teprve v po\u010d\u00e1te\u010dn\u00ed f\u00e1zi a nav\u00edc nespokojenost s v\u00fdsledky generovan\u00fdmi um\u011blou inteligenc\u00ed je zp\u016fsobena jak \u0161patn\u00fdm pohotov\u00fdm in\u017een\u00fdrstv\u00edm, tak samotnou technologi\u00ed.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Navzdory obav\u00e1m z t\u00e9to technologie, a <\/span><a href=\"https:\/\/www.mckinsey.com\/featured-insights\/mckinsey-explainers\/what-is-prompt-engineering\"><br \/>\n  <span style=\"font-weight: 400;\">McKinsey<\/span><br \/>\n<\/a><span style=\"font-weight: 400;\">  zd\u016fraz\u0148uje dopad, kter\u00fd m\u00e1 promptn\u00ed in\u017een\u00fdrstv\u00ed na sv\u011bt programov\u00e1n\u00ed. Poradensk\u00e1 firma  <\/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;\">Stav um\u011bl\u00e9 inteligence v roce 2023: Generativn\u00ed um\u011bl\u00e1 inteligence v roce 2023: p\u0159elomov\u00fd rok<\/span><\/a><span style=\"font-weight: 400;\">  sd\u00edlel dva zaj\u00edmav\u00e9 trendy. Zaprv\u00e9, 7 % organizac\u00ed, kter\u00e9 investovaly do AI, naj\u00edm\u00e1 pohotov\u00e9 in\u017een\u00fdry. Za druh\u00e9, spole\u010dnosti, kter\u00e9 vyu\u017e\u00edvaj\u00ed um\u011blou inteligenci, sn\u00ed\u017eily po\u010det pracovn\u00edch pozic softwarov\u00fdch in\u017een\u00fdr\u016f souvisej\u00edc\u00edch s um\u011blou inteligenc\u00ed z 38 % na 28 %.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Jedn\u00edm ze zp\u016fsob\u016f, jak tyto trendy interpretovat, je, \u017ee podniky jsou s t\u00edmto nastaven\u00edm spokojeny a jsou p\u0159ipraveny p\u0159edat automatizaci softwaru sv\u00fdm stroj\u016fm. A\u010dkoli by tato \u010d\u00edsla mohla st\u00e1vaj\u00edc\u00ed in\u017een\u00fdry zasko\u010dit, pr\u016fzkum spole\u010dnosti McKinsey nazna\u010duje, \u017ee &#8222;pouze 8 % z nich tvrd\u00ed, \u017ee se po\u010det jejich zam\u011bstnanc\u016f sn\u00ed\u017e\u00ed o v\u00edce ne\u017e p\u011btinu&#8220;. Celkov\u011b budou in\u017een\u00fd\u0159i pravd\u011bpodobn\u011b muset zm\u011bnit kvalifikaci, aby vyu\u017eili trend automatizace softwaru generovan\u00e9ho um\u011blou inteligenc\u00ed.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Jednou ze z\u0159ejm\u00fdch aplikac\u00ed pro automatizaci softwaru generovanou um\u011blou inteligenc\u00ed je vytv\u00e1\u0159en\u00ed automatiza\u010dn\u00edch bot\u016f. A\u010dkoli je prompt engineering d\u00edky sv\u00e9mu zam\u011b\u0159en\u00ed na konverzaci zd\u00e1nliv\u011b u\u017eivatelsky p\u0159\u00edv\u011btiv\u00fdm rozhran\u00edm, teprve se uk\u00e1\u017ee, zda dok\u00e1\u017ee nahradit st\u00e1vaj\u00edc\u00ed \u0159e\u0161en\u00ed.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Software jako <a href=\"https:\/\/www.zaptest.com\/cs\">ZAPTEST<\/a> ji\u017e v mnoha ohledech demokratizoval trh s automatizac\u00ed softwaru. Nyn\u00ed jsou zde n\u00e1stroje bez k\u00f3dov\u00e1n\u00ed, kter\u00e9 umo\u017e\u0148uj\u00ed netechnick\u00fdm t\u00fdm\u016fm vytv\u00e1\u0159et<a href=\"https:\/\/www.zaptest.com\/rpa\"> vysoce kvalitn\u00ed<\/a> roboty<a href=\"https:\/\/www.zaptest.com\/rpa\"> RPA<\/a>. Software, jako je ChatGPT, sice um\u00ed vytv\u00e1\u0159et roboty, ale jejich implementace a \u00fadr\u017eba by mohla b\u00fdt slo\u017eit\u00e1 pro ka\u017ed\u00e9ho, kdo nen\u00ed softwarov\u00fd in\u017een\u00fdr, a dokonce i pro ty, kte\u0159\u00ed j\u00edm jsou.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Zaznamen\u00e1v\u00e1n\u00ed interakc\u00ed mezi \u010dlov\u011bkem a po\u010d\u00edta\u010dem z grafick\u00e9ho u\u017eivatelsk\u00e9ho rozhran\u00ed a p\u0159evod t\u011bchto pohyb\u016f do k\u00f3du je pro u\u017eivatele mnohem p\u0159\u00edv\u011btiv\u011bj\u0161\u00ed ne\u017e pou\u017e\u00edv\u00e1n\u00ed v\u00fdzev. V kombinaci s potenci\u00e1lem LLM vytv\u00e1\u0159et nestabiln\u00ed a chybov\u00fd k\u00f3d lze \u0159\u00edci, \u017ee software RPA se v dohledn\u00e9 dob\u011b nikam neposune.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"2_Prevod_nestrukturovanych_dat\"><\/span><strong>#2. P\u0159evod nestrukturovan\u00fdch dat<\/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=\"kontroln\u00ed seznam uat, n\u00e1stroje pro testov\u00e1n\u00ed webov\u00fdch aplikac\u00ed, automatizace a dal\u0161\u00ed\" width=\"572\" height=\"381\"><\/p>\n<p><span style=\"font-weight: 400;\">Nestrukturovan\u00e1 data nejsou silnou str\u00e1nkou <a href=\"https:\/\/www.zaptest.com\/cs\/kompletni-pruvodce-robotickou-automatizaci-procesu-rpa\">robotick\u00e9 automatizace proces\u016f<\/a>. Tato technologie nebyla vytvo\u0159ena tak, aby zvl\u00e1dala v\u011bci, jako jsou e-maily, obr\u00e1zky, zvuk a dal\u0161\u00ed. N\u00e1stroje RPA pot\u0159ebuj\u00ed p\u0159eddefinovan\u00e9 datov\u00e9 modely s uspo\u0159\u00e1dan\u00fdmi strukturami.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Velkou \u010d\u00e1st nestrukturovan\u00fdch dat tvo\u0159\u00ed text v p\u0159irozen\u00e9m jazyce. Pro &#8222;porozum\u011bn\u00ed&#8220; t\u011bmto informac\u00edm a extrakci s\u00e9mantick\u00e9ho v\u00fdznamu z nich se vytv\u00e1\u0159ej\u00ed rozs\u00e1hl\u00e9 jazykov\u00e9 modely. To vytv\u00e1\u0159\u00ed zna\u010dnou p\u0159\u00edle\u017eitost pro t\u00fdmy, kter\u00e9 cht\u011bj\u00ed tyto texty interpretovat a p\u0159ev\u00e9st je do form\u00e1tu p\u0159ijateln\u00e9ho pro n\u00e1stroje RPA.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Mnoho t\u00fdm\u016f ji\u017e l\u00e9ta vyu\u017e\u00edv\u00e1 zpracov\u00e1n\u00ed p\u0159irozen\u00e9ho jazyka (NLP), kter\u00e9 jim pom\u00e1h\u00e1 s anal\u00fdzou sentimentu. Tento proces, zn\u00e1m\u00fd tak\u00e9 jako opinion mining, pom\u00e1h\u00e1 organizac\u00edm udr\u017eet si p\u0159ehled o pocitech a postoj\u00edch spot\u0159ebitel\u016f ke zna\u010dk\u00e1m. Ve v\u011bt\u0161in\u011b p\u0159\u00edpad\u016f se tyto n\u00e1stroje pou\u017e\u00edvaj\u00ed k detekci pozitivn\u00edch, negativn\u00edch a neutr\u00e1ln\u00edch n\u00e1lad v textu. Tato technologie je v\u0161ak schopna detekovat i mnohem podrobn\u011bj\u0161\u00ed emoce.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Na trhu existuje n\u011bkolik n\u00e1stroj\u016f, kter\u00e9 tuto funkci nab\u00edzej\u00ed, LLM v\u0161ak nab\u00edz\u00ed cestu k v\u0161estrann\u011bj\u0161\u00edmu vyu\u017eit\u00ed, kter\u00e9 p\u0159esahuje porozum\u011bn\u00ed tomu, jak lid\u00e9 vn\u00edmaj\u00ed produkt nebo slu\u017ebu. V posledn\u00edch letech nap\u0159\u00edklad vzrostla popularita datov\u00e9 analytiky. Big Data poskytuj\u00ed spole\u010dnostem v\u00fdhodu, proto\u017ee jim umo\u017e\u0148uj\u00ed z\u00edskat poznatky a porozum\u011bn\u00ed, kter\u00e9 pom\u00e1haj\u00ed p\u0159i rozhodov\u00e1n\u00ed zalo\u017een\u00e9m na datech.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Se sb\u011brem dat mohou pomoci n\u00e1stroje robotick\u00e9 automatizace proces\u016f. Jak jsme se v\u0161ak zm\u00ednili v\u00fd\u0161e, maj\u00ed probl\u00e9my s ur\u010dit\u00fdmi typy informac\u00ed. Ve spojen\u00ed s n\u00e1stroji um\u011bl\u00e9 inteligence, kter\u00e9 vyu\u017e\u00edvaj\u00ed velk\u00e9 jazykov\u00e9 modely, v\u0161ak m\u016f\u017ee RPA shroma\u017e\u010fovat velk\u00e9 mno\u017estv\u00ed dat a vyu\u017e\u00edvat je k vytv\u00e1\u0159en\u00ed informac\u00ed, kter\u00e9 jsou pot\u0159ebn\u00e9 pro n\u00e1stroje Business Intelligence (BI).<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Jedn\u00edm z nejzaj\u00edmav\u011bj\u0161\u00edch aspekt\u016f generativn\u00ed um\u011bl\u00e9 inteligence je jej\u00ed schopnost d\u00e1vat smysl vstupn\u00edm dat\u016fm. D\u00edky spr\u00e1vn\u00e9mu in\u017een\u00fdrstv\u00ed podn\u011bt\u016f mohou t\u00fdmy tato data p\u0159ev\u00e9st do form\u00e1tu, kter\u00fd bude fungovat pro jejich n\u00e1stroje RPA.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">RPA m\u016f\u017ee pomoci zefektivnit pracovn\u00ed postupy s velk\u00fdmi objemy dat. Pro za\u010d\u00e1tek v\u00e1m m\u016f\u017ee pomoci se zad\u00e1v\u00e1n\u00edm i extrakc\u00ed dat. Asi nejcenn\u011bj\u0161\u00ed a nejzaj\u00edmav\u011bj\u0161\u00ed p\u0159\u00edpady pou\u017eit\u00ed v\u0161ak zahrnuj\u00ed vyu\u017eit\u00ed n\u00e1stroj\u016f RPA pro transformaci, \u010di\u0161t\u011bn\u00ed a na\u010d\u00edt\u00e1n\u00ed dat nebo zaji\u0161t\u011bn\u00ed rychl\u00e9, efektivn\u00ed a p\u0159esn\u00e9 migrace dat.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Dal\u0161\u00edm d\u016fle\u017eit\u00fdm bodem je spr\u00e1va dat. Automatizace po\u017eadavk\u016f na data pom\u00e1h\u00e1 organizac\u00edm dodr\u017eovat p\u0159edpisy a udr\u017euje data mimo dohled manu\u00e1ln\u00edch pracovn\u00edk\u016f.  <\/span><\/p>\n<p>&nbsp;<\/p>\n<h2><span class=\"ez-toc-section\" id=\"3_Automatizace_testovani\"><\/span><strong>#3. Automatizace testov\u00e1n\u00ed<\/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\" srcset=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/01\/zaptest-1-980x490.gif 980w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/01\/zaptest-1-480x240.gif 480w\" sizes=\"(min-width: 0px) and (max-width: 480px) 480px, (min-width: 481px) and (max-width: 980px) 980px, (min-width: 981px) 1024px, 100vw\" \/><\/p>\n<p><span style=\"font-weight: 400;\"><a href=\"https:\/\/www.zaptest.com\/cs\/kompletni-pruvodce-automatizaci-testovani-softwaru\">Automatizace testov\u00e1n\u00ed<\/a> se v kruz\u00edch v\u00fdvoj\u00e1\u0159\u016f softwaru prosadila, proto\u017ee poskytuje rychlej\u0161\u00ed zp\u016fsob ov\u011b\u0159ov\u00e1n\u00ed softwaru. Testov\u00e1n\u00ed a zaji\u0161\u0165ov\u00e1n\u00ed kvality jsou tradi\u010dn\u011b n\u00e1kladn\u00e9 a \u010dasov\u011b n\u00e1ro\u010dn\u00e9 procesy; automatizace testov\u00e1n\u00ed p\u0159edstavuje \u0159e\u0161en\u00ed obou t\u011bchto probl\u00e9m\u016f.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Jednou z prvn\u00edch v\u011bc\u00ed, kterou m\u016f\u017ee promptn\u00ed in\u017een\u00fdrstv\u00ed ud\u011blat, je zlep\u0161it kvalitu testovac\u00edch p\u0159\u00edpad\u016f. Tyto stroje mohou na z\u00e1klad\u011b spr\u00e1vn\u00fdch pokyn\u016f analyzovat testovac\u00ed p\u0159\u00edpady a identifikovat probl\u00e9my a zp\u016fsoby n\u00e1pravy. Tento proces m\u016f\u017ee roz\u0161\u00ed\u0159it rozsah testovac\u00edch p\u0159\u00edpad\u016f a v\u00e9st ke komplexn\u011bj\u0161\u00edm test\u016fm.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Nap\u0159\u00edklad velk\u00fd jazykov\u00fd model m\u016f\u017eete krmit k\u00f3dem podobn\u011b jako lidsk\u00e9ho recenzenta. Tyto stroje dok\u00e1\u017e\u00ed rychle proj\u00edt k\u00f3d a odhalit chyby, nedod\u011blky, a dokonce identifikovat probl\u00e9my s v\u00fdkonem. Mo\u017en\u00e1 je\u0161t\u011b zaj\u00edmav\u011bj\u0161\u00ed je, \u017ee LLM nab\u00edz\u00ed tak\u00e9 mo\u017enost doplnit k\u00f3d testovac\u00edho p\u0159\u00edpadu z pouh\u00fdch fragment\u016f, co\u017e urychluje tvorbu testovac\u00edch p\u0159\u00edpad\u016f.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Promptn\u00ed in\u017een\u00fdrstv\u00ed se sna\u017e\u00ed \u0159e\u0161it mnoho probl\u00e9m\u016f, kter\u00e9 vedly ke vzniku <a href=\"https:\/\/www.zaptest.com\/cs\/co-je-agilni-testovani-proces-zivotni-cyklus-metody-a-implementace\">agiln\u00edho<\/a> p\u0159\u00edstupu k v\u00fdvoji softwaru <a href=\"https:\/\/www.zaptest.com\/cs\/co-je-agilni-testovani-proces-zivotni-cyklus-metody-a-implementace\">(Agile\/DevOps)<\/a>. In\u017een\u00fd\u0159i cht\u011bj\u00ed efektivn\u00ed, snadno opakovateln\u00e9 testy, kter\u00e9 odhal\u00ed probl\u00e9my je\u0161t\u011b p\u0159ed nasazen\u00edm aplikac\u00ed. My\u0161lenka spo\u010d\u00edv\u00e1 v tom, \u017ee d\u00edky uvoln\u011bn\u00ed \u010dasu se v\u00fdvoj\u00e1\u0159i softwaru mohou soust\u0159edit na kreativn\u011bj\u0161\u00ed \u00fakoly, kter\u00e9 maj\u00ed v\u011bt\u0161\u00ed hodnotu.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Jak je uvedeno v klasick\u00e9m dokumentu, <\/span><a href=\"https:\/\/www.researchgate.net\/publication\/254034665_Technical_Debt_in_Test_Automation\"><br \/>\n  <span style=\"font-weight: 400;\">Technick\u00fd dluh v automatizaci testov\u00e1n\u00ed<\/span><br \/>\n<\/a><span style=\"font-weight: 400;\">  (K. Wiklund, 2012), mohou t\u00fdmy vyv\u00edjej\u00edc\u00ed software narazit na probl\u00e9my, pokud v\u011bnuj\u00ed p\u0159\u00edli\u0161 mnoho \u010dasu manu\u00e1ln\u00edmu testov\u00e1n\u00ed a ov\u011b\u0159ov\u00e1n\u00ed sv\u00e9ho softwaru. K t\u011bmto zpomalen\u00edm mohou p\u0159isp\u011bt po\u010d\u00e1te\u010dn\u00ed n\u00e1klady na \u0159e\u0161en\u00ed pro automatizaci test\u016f, nedostatek zku\u0161enost\u00ed s automatizac\u00ed a dokonce i preference star\u0161\u00edch metod.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Jeden z nejzaj\u00edmav\u011bj\u0161\u00edch aspekt\u016f agiln\u00edho v\u00fdvoje softwaru zahrnuje <\/span><a href=\"https:\/\/scaledagileframework.com\/behavior-driven-development\/\"><br \/>\n  <span style=\"font-weight: 400;\">v\u00fdvoj \u0159\u00edzen\u00fd chov\u00e1n\u00edm (BDD).<\/span><br \/>\n<\/a><span style=\"font-weight: 400;\">  Tento koncept se t\u00fdk\u00e1 v\u00fdvoje softwaru s o\u010dek\u00e1van\u00fdm chov\u00e1n\u00edm u\u017eivatel\u016f. P\u0159esto\u017ee zaveden\u00ed tohoto p\u0159\u00edstupu m\u016f\u017ee jednozna\u010dn\u011b u\u0161et\u0159it \u010das, mnoho t\u00fdm\u016f m\u00e1 probl\u00e9my s uveden\u00edm t\u00e9to automatizace do \u017eivota. \u0158e\u0161en\u00ed v\u0161ak mohou poskytnout programy LLM.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Mezi nej\u010dast\u011bj\u0161\u00ed p\u0159\u00edznaky technick\u00e9ho dluhu pat\u0159\u00ed \u0161patn\u00e1 dokumentace a nedostate\u010dn\u00e9 testov\u00e1n\u00ed. To jsou probl\u00e9my, kter\u00e9 dne\u0161n\u00ed LLM mohou pomoci vy\u0159e\u0161it. Dal\u0161\u00ed pozoruhodn\u00e9 p\u0159\u00edznaky, jako je refaktoring, jsou v\u0161ak pro sou\u010dasnou generativn\u00ed um\u011blou inteligenci p\u0159\u00edli\u0161 slo\u017eit\u00e9 a nemus\u00ed v\u00e9st k \u010dasov\u00fdm \u00faspor\u00e1m.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Zaverecne_myslenky\"><\/span><strong>Z\u00e1v\u011bre\u010dn\u00e9 my\u0161lenky<\/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=\"alfa testov\u00e1n\u00ed vs. beta testov\u00e1n\u00ed\" 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;\">Generativn\u00ed aplikace um\u011bl\u00e9 inteligence maj\u00ed obrovsk\u00fd potenci\u00e1l. U\u017eivatelsky p\u0159\u00edv\u011btiv\u00e9 konverza\u010dn\u00ed rozhran\u00ed v\u0161ak m\u016f\u017ee b\u00fdt zav\u00e1d\u011bj\u00edc\u00ed. Mnoho lid\u00ed se domn\u00edv\u00e1, \u017ee je jednoduch\u00e9 z t\u011bchto stroj\u016f generovat kvalitn\u00ed v\u00fdstupy. Vynikaj\u00edc\u00ed pohotov\u00e1 technika je v\u0161ak slo\u017eit\u011bj\u0161\u00ed, ne\u017e byste mo\u017en\u00e1 \u010dekali.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Efektivn\u00ed pohotov\u00e9 in\u017een\u00fdrstv\u00ed vy\u017eaduje mnoho pokus\u016f a omyl\u016f. In\u017een\u00fdr mus\u00ed tak\u00e9 hodn\u011b p\u0159em\u00fd\u0161let, aby odpov\u011bdi byly u\u017eite\u010dn\u00e9. V neposledn\u00ed \u0159ad\u011b je d\u016fle\u017eit\u00e1 kontrola a p\u0159ekontrolov\u00e1n\u00ed pr\u00e1ce vzhledem k dob\u0159e zn\u00e1m\u00e9 mo\u017enosti vzniku chyb.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">A\u010dkoli po\u010det pracovn\u00edch m\u00edst v oblasti pohotov\u00e9ho in\u017een\u00fdrstv\u00ed roste, ne v\u0161ichni jsou o tom p\u0159esv\u011bd\u010deni. Oguz A. Acar v \u010dasopise Harvard Business Review uv\u00e1d\u00ed fascinuj\u00edc\u00ed argument, \u017ee  <\/span><a href=\"https:\/\/hbr.org\/2023\/06\/ai-prompt-engineering-isnt-the-future\"><span style=\"font-weight: 400;\">&#8222;budouc\u00ed generace syst\u00e9m\u016f um\u011bl\u00e9 inteligence budou st\u00e1le intuitivn\u011bj\u0161\u00ed a budou l\u00e9pe rozum\u011bt p\u0159irozen\u00e9mu jazyku, co\u017e sn\u00ed\u017e\u00ed pot\u0159ebu pe\u010dliv\u011b navr\u017een\u00fdch pokyn\u016f.&#8220;<\/span><\/a><\/p>\n<p><span style=\"font-weight: 400;\">A\u0165 u\u017e budoucnost p\u0159inese cokoli, generativn\u00ed um\u011bl\u00e1 inteligence bude sou\u010d\u00e1st\u00ed tohoto mixu. I kdy\u017e je pohotov\u00e9 in\u017een\u00fdrstv\u00ed slibn\u00e9, je t\u011b\u017ek\u00e9 s jistotou \u0159\u00edci, jakou roli bude p\u0159esn\u011b hr\u00e1t.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Je zaj\u00edmav\u00e9, \u017ee software pro automatizaci testov\u00e1n\u00ed softwaru je ji\u017e nyn\u00ed pln\u00fd p\u0159\u00edpad\u016f pou\u017eit\u00ed a \u00fasp\u011b\u0161n\u00fdch p\u0159\u00edklad\u016f, kter\u00e9 dokazuj\u00ed jeho vhodnost pro urychlen\u00ed v\u00fdvoje softwaru, ani\u017e by to bylo na \u00fakor p\u0159esnosti nebo komplexn\u00edho ov\u011b\u0159en\u00ed aplikac\u00ed.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">N\u00e1stroje jako ZAPTEST ji\u017e umo\u017e\u0148uj\u00ed v\u00fdvoj\u00e1\u0159\u016fm \u0159e\u0161it probl\u00e9my, jako je nedostatek \u010dasu a zdroj\u016f, technick\u00fd dluh, dokumentace a komplexn\u00ed testov\u00e1n\u00ed a RPA. Tyto n\u00e1stroje jsou nav\u00edc u\u017eivatelsky p\u0159\u00edv\u011btiv\u011bj\u0161\u00ed ne\u017e n\u00e1stroje pro promptn\u00ed in\u017een\u00fdrstv\u00ed, tak\u017ee jsou mnohem vhodn\u011bj\u0161\u00ed pro netechnick\u00e9 t\u00fdmy. Jako v\u017edy se skute\u010dn\u00fd potenci\u00e1l skr\u00fdv\u00e1 v pr\u016fse\u010d\u00edku t\u011bchto zaj\u00edmav\u00fdch automatiza\u010dn\u00edch technologi\u00ed.  <\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>ChatGPT, Bard a dal\u0161\u00ed v\u00fdznamn\u00e9 velk\u00e9 jazykov\u00e9 modely (LLM) v uplynul\u00e9m roce dominovaly na\u0161im zpravodajsk\u00fdm kan\u00e1l\u016fm. A je to tak spr\u00e1vn\u011b. Tyto vzru\u0161uj\u00edc\u00ed technologie n\u00e1m nab\u00edzej\u00ed pohled do budoucnosti, s\u00edly a mo\u017enost\u00ed um\u011bl\u00e9 inteligence. A\u010dkoli se v\u011bt\u0161ina ve\u0159ejn\u00e9ho nad\u0161en\u00ed soust\u0159ed\u00ed na vytv\u00e1\u0159en\u00ed textu, obr\u00e1zk\u016f a videa, tyto n\u00e1stroje lze pou\u017e\u00edt v mnoha dal\u0161\u00edch oborech, nap\u0159\u00edklad [&hellip;]<\/p>\n","protected":false},"author":14624,"featured_media":69251,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_seopress_robots_primary_cat":"none","_seopress_titles_title":"Promptn\u00ed in\u017een\u00fdrstv\u00ed v automatizaci softwaru - Def. & Proces","_seopress_titles_desc":"Od generativn\u00ed AI a Prompt Engineering se dozv\u00edte o konkr\u00e9tn\u00edch implementac\u00edch a aplikac\u00edch t\u00e9to technologie v oblasti testov\u00e1n\u00ed softwaru a 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":[462],"tags":[],"class_list":{"0":"post-69244","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-ai-cs"},"acf":{"short_name":"Promptn\u00ed in\u017een\u00fdrstv\u00ed v automatizaci softwaru"},"_links":{"self":[{"href":"https:\/\/www.zaptest.com\/cs\/wp-json\/wp\/v2\/posts\/69244","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.zaptest.com\/cs\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.zaptest.com\/cs\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.zaptest.com\/cs\/wp-json\/wp\/v2\/users\/14624"}],"replies":[{"embeddable":true,"href":"https:\/\/www.zaptest.com\/cs\/wp-json\/wp\/v2\/comments?post=69244"}],"version-history":[{"count":1,"href":"https:\/\/www.zaptest.com\/cs\/wp-json\/wp\/v2\/posts\/69244\/revisions"}],"predecessor-version":[{"id":69249,"href":"https:\/\/www.zaptest.com\/cs\/wp-json\/wp\/v2\/posts\/69244\/revisions\/69249"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.zaptest.com\/cs\/wp-json\/wp\/v2\/media\/69251"}],"wp:attachment":[{"href":"https:\/\/www.zaptest.com\/cs\/wp-json\/wp\/v2\/media?parent=69244"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.zaptest.com\/cs\/wp-json\/wp\/v2\/categories?post=69244"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.zaptest.com\/cs\/wp-json\/wp\/v2\/tags?post=69244"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}