[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"$ffFUljuElgdP-i1mZ4wzexYr4TTvUKDDrmCNWTaL4Fwo":3,"$f-gwIXJgDGgGv9bmRu29vUWmMAqDVQVCWspFuwnTv5fs":28,"$fs8386zdAUI-Rj5TzVbzTerjIHduHTXuIcIJmyYrxqs0":121,"notifications-unread":294,"$feqFn7dAWlcIXzbH3EtXAd1QThkBYFILVJBPmY4j9uCc":887,"$f3x3KVv5IVL_XIC1Pli0mt7IlkRRWviV0vZoIS21BnEw":907,"atoms-76-krotne-obnizenie-kosztow-testow-browserowych-jak-asana-i-inne-firmy-automatyzuja-qa-z-ai":1017},[4,9,14,19,24],{"id":5,"slug":6,"name":7,"color_token":8},"5878a593-ac48-4ff3-a25b-35a7de448daa","narzedzia-ai","Narzędzia AI","accent",{"id":10,"slug":11,"name":12,"color_token":13},"ec013b2c-e6c4-4c31-b1ec-9587c629a169","praktyczne-zastosowania","Praktyczne zastosowania","gold",{"id":15,"slug":16,"name":17,"color_token":18},"165808b7-bea9-4eef-8280-014b3d85e6bf","news-analizy","News & analizy","azure",{"id":20,"slug":21,"name":22,"color_token":23},"d6c684e6-7b4c-40d9-907b-469f30dc2126","tutoriale-how-to","Tutoriale how-to","olive",{"id":25,"slug":26,"name":27,"color_token":8},"73506ae5-4a59-4ce3-9712-58fbb8565fc4","nauka-biznes-marketing","Nauka biznes & marketing",[29,34,39,43,47,52,56,61,65,69,73,78,83,87,92,96,101,106,111,116],{"slug":30,"draft_id":31,"pillar_id":33},"76-krotne-obnizenie-kosztow-testow-browserowych-jak-asana-i-inne-firmy-automatyzuja-qa-z-ai",{"title":32},"76-krotne obniżenie kosztów testów browserowych: jak Asana i inne firmy automatyzują QA z AI",{"name":12},{"slug":35,"draft_id":36,"pillar_id":38},"jak-legalon-obnizyla-koszty-modeli-kodowych-o-65-bez-spowolnienia-pracy-i-jak-to-zrobic-w-twojej-firmie-npjp",{"title":37},"Jak LegalOn obniżyła koszty modeli kodowych o 65% bez spowolnienia pracy — i jak to zrobić w Twojej firmie",{"name":7},{"slug":40,"draft_id":41,"pillar_id":42},"jak-legalon-obnizyla-koszty-modeli-kodowych-o-65-bez-spowolnienia-pracy-i-jak-to-zrobic-w-twojej-firmie-jaqm",{"title":37},{"name":7},{"slug":44,"draft_id":45,"pillar_id":46},"jak-legalon-obnizyla-koszty-modeli-kodowych-o-65-bez-spowolnienia-pracy-i-jak-to-zrobic-w-twojej-firmie-gvk2",{"title":37},{"name":7},{"slug":48,"draft_id":49,"pillar_id":51},"jak-legalon-obnizyla-koszty-modeli-kodowych-o-65-i-jak-to-zrobic-w-twojej-firmie",{"title":50},"Jak LegalOn obniżyła koszty modeli kodowych o 65% — i jak to zrobić w Twojej firmie",{"name":7},{"slug":53,"draft_id":54,"pillar_id":55},"jak-legalon-obnizyla-koszty-modeli-kodowych-o-65-bez-spowolnienia-pracy-i-jak-to-zrobic-w-twojej-firmie-83aw",{"title":37},{"name":7},{"slug":57,"draft_id":58,"pillar_id":60},"ai-w-badaniach-kwantowych-jak-jump-trading-automatyzuje-prace-analitykow-w-30-mniej-czasu",{"title":59},"AI w badaniach kwantowych: jak Jump Trading automatyzuje pracę analityków w 30% mniej czasu",{"name":12},{"slug":62,"draft_id":63,"pillar_id":64},"jak-legalon-obnizyla-koszty-modeli-kodowych-o-65-bez-spowolnienia-pracy-i-jak-to-zrobic-w-twojej-firmie-2a0q",{"title":37},{"name":7},{"slug":66,"draft_id":67,"pillar_id":68},"jak-legalon-obnizyla-koszty-modeli-kodowych-o-65-bez-spowolnienia-pracy-i-jak-to-zrobic-w-twojej-firmie-pt9d",{"title":37},{"name":7},{"slug":70,"draft_id":71,"pillar_id":72},"jak-legalon-obnizyla-koszty-modeli-kodowych-o-65-bez-spowolnienia-pracy-i-jak-to-zrobic-w-twojej-firmie-t8mk",{"title":37},{"name":7},{"slug":74,"draft_id":75,"pillar_id":77},"ai-w-badaniach-kwantowych-finansowych-jak-jump-trading-automatyzuje-dane-ktore-banki-jeszcze-sortuja-w-excelu",{"title":76},"AI w badaniach kwantowych finansowych: jak Jump Trading automatyzuje dane, które banki jeszcze sortują w Excelu",{"name":12},{"slug":79,"draft_id":80,"pillar_id":82},"jak-legalon-obnizyla-koszty-modeli-kodowych-o-65-bez-spowolnienia-pracy-i-jak-to-zrobic-w-twoim-zespole",{"title":81},"Jak LegalOn obniżyła koszty modeli kodowych o 65% bez spowolnienia pracy — i jak to zrobić w Twoim zespole",{"name":7},{"slug":84,"draft_id":85,"pillar_id":86},"jak-legalon-obnizyla-koszty-modeli-kodowych-o-65-bez-spowolnienia-pracy-i-jak-to-zrobic-w-twojej-firmie-snlt",{"title":37},{"name":7},{"slug":88,"draft_id":89,"pillar_id":91},"jak-asana-obnizyla-koszty-testow-browserowych-o-76-razy-i-jak-to-zrobic-w-twojej-firmie-juz-teraz",{"title":90},"Jak Asana obniżyła koszty testów browserowych o 76 razy — i jak to zrobić w Twojej firmie już teraz",{"name":12},{"slug":93,"draft_id":94,"pillar_id":95},"jak-legalon-obnizyla-koszty-modeli-kodowych-o-65-bez-spowolnienia-pracy-i-jak-to-zrobic-w-twojej-firmie",{"title":37},{"name":7},{"slug":97,"draft_id":98,"pillar_id":100},"jak-legalon-obnizylo-koszty-modeli-kodowych-o-65-bez-spowolnienia-pracy-i-jak-to-zrobic-w-twojej-firmie",{"title":99},"Jak LegalOn obniżyło koszty modeli kodowych o 65% bez spowolnienia pracy — i jak to zrobić w Twojej firmie",{"name":7},{"slug":102,"draft_id":103,"pillar_id":105},"jak-ai-w-atlassian-openai-automatyzuje-prace-zespolow-i-jak-to-zrobic-w-twojej-firmie",{"title":104},"Jak AI w Atlassian + OpenAI automatyzuje pracę zespołów — i jak to zrobić w Twojej firmie",{"name":7},{"slug":107,"draft_id":108,"pillar_id":110},"jak-ai-przyspiesza-prace-zespolow-it-o-30-ale-tylko-jesli-wiesz-jak-zintegrowac-ja-z-kodem-i-dokumentacja",{"title":109},"Jak AI przyspiesza pracę zespołów IT o 30% — ale tylko jeśli wiesz, jak zintegrować ją z kodem i dokumentacją",{"name":7},{"slug":112,"draft_id":113,"pillar_id":115},"jak-ai-z-atlassianem-i-openai-przyspiesza-prace-zespolowa-ale-czy-warto-wdrazac-to-w-twojej-firmie",{"title":114},"Jak AI z Atlassianem i OpenAI przyspiesza pracę zespołową — ale czy warto wdrażać to w Twojej firmie?",{"name":7},{"slug":117,"draft_id":118,"pillar_id":120},"jak-ai-w-atlassianie-i-openai-automatyzuje-40-pracy-zespolow-it-ale-tylko-jesli-zrobisz-to-dobrze",{"title":119},"Jak AI w Atlassianie i OpenAI automatyzuje 40% pracy zespołów IT — ale tylko jeśli zrobisz to dobrze",{"name":7},[122,154,180,206,231,252,272],{"id":123,"label":124,"label_en":125,"icon":126,"subcategories":127,"count":153},"generowanie-tresci","Generowanie treści","Content Generation","pen-tool",[128,133,138,143,148],{"id":129,"label":130,"description":131,"count":132},"tekst-llm","Tekst i LLM","Chatboty, asystenci pisania, generatory copy, parafrazy",28,{"id":134,"label":135,"description":136,"count":137},"obrazy-design","Obrazy i design","Generowanie obrazów, edycja zdjęć, design graficzny",115,{"id":139,"label":140,"description":141,"count":142},"wideo-animacja","Wideo i animacja","Generowanie wideo, edycja, animacja AI",58,{"id":144,"label":145,"description":146,"count":147},"audio-mowa","Audio i mowa","TTS, voice cloning, generowanie muzyki, podcasty AI",43,{"id":149,"label":150,"description":151,"count":152},"kodowanie","Kodowanie","Asystenci kodowania, generacja kodu, code review",18,262,{"id":155,"label":156,"label_en":157,"icon":158,"subcategories":159,"count":179},"automatyzacja","Automatyzacja","Automation","zap",[160,164,169,174],{"id":161,"label":162,"description":163,"count":147},"workflow","Workflow i integracje","Automatyzacja procesów, integracje API, no-code",{"id":165,"label":166,"description":167,"count":168},"agenci-ai","Agenci AI","Autonomiczni agenci, frameworki agentowe, MCP",51,{"id":170,"label":171,"description":172,"count":173},"web-scraping","Web scraping i harvesting","Ekstrakcja danych, scraping, monitoring stron",6,{"id":175,"label":176,"description":177,"count":178},"rpa","RPA i automatyzacja biura","Robotic Process Automation, automatyzacja zadań biurowych",0,100,{"id":181,"label":182,"label_en":183,"icon":184,"subcategories":185,"count":205},"biznes-marketing","Biznes i marketing","Business & Marketing","briefcase",[186,191,196,201],{"id":187,"label":188,"description":189,"count":190},"marketing-seo","Marketing i SEO","SEO, content marketing, reklamy, social media",76,{"id":192,"label":193,"description":194,"count":195},"sprzedaz-crm","Sprzedaż i CRM","CRM AI, lead generation, sales automation",39,{"id":197,"label":198,"description":199,"count":200},"analityka","Analityka i BI","Business Intelligence, analiza danych, raportowanie",7,{"id":202,"label":203,"description":204,"count":173},"finanse-ksiegowosc","Finanse i księgowość","Automatyzacja finansów, fakturowanie, księgowość AI",128,{"id":207,"label":208,"label_en":209,"icon":210,"subcategories":211,"count":195},"produktywnosc","Produktywność","Productivity","check-square",[212,216,221,226],{"id":213,"label":214,"description":215,"count":200},"asystenci","Asystenci AI","Asystenci osobisti, AI chat, asystenci głosowi",{"id":217,"label":218,"description":219,"count":220},"notatniki-pm","Notatniki i zarządzanie projektami","AI note-taking, project management, organizacja pracy",23,{"id":222,"label":223,"description":224,"count":225},"komunikacja","Komunikacja i email","Email AI, komunikacja zespołowa, kalendarze",5,{"id":227,"label":228,"description":229,"count":230},"research-wiedza","Research i zarządzanie wiedzą","Research AI, bazy wiedzy, zarządzanie dokumentami",4,{"id":232,"label":233,"label_en":234,"icon":235,"subcategories":236,"count":251},"edukacja-nauka","Edukacja i nauka","Education & Science","book-open",[237,241,246],{"id":238,"label":239,"description":240,"count":220},"e-learning","E-learning i kursy","Platformy edukacyjne, generacja kursów, tutoring AI",{"id":242,"label":243,"description":244,"count":245},"jezyki","Nauka języków","Aplikacje do nauki języków, translatory, konwersacje AI",1,{"id":247,"label":248,"description":249,"count":250},"akademia-research","Badania naukowe","Research akademicki, analiza publikacji, cytowania",2,26,{"id":253,"label":254,"label_en":255,"icon":256,"subcategories":257,"count":271},"infrastruktura","Infrastruktura i API","Infrastructure & API","server",[258,263,267],{"id":259,"label":260,"description":261,"count":262},"api-modele","API i modele","API LLM, hosting modeli, platformy AI",19,{"id":264,"label":265,"description":266,"count":230},"mcp-serwery","MCP i narzędzia deweloperskie","Model Context Protocol, SDK, frameworki AI",{"id":268,"label":269,"description":270,"count":245},"bezpieczenstwo","Bezpieczeństwo i compliance","AI security, monitoring, compliance, governance",24,{"id":273,"label":274,"label_en":275,"icon":276,"subcategories":277,"count":293},"pozostale","Pozostałe","Other","more-horizontal",[278,283,288],{"id":279,"label":280,"description":281,"count":282},"wykrywanie-ai","Wykrywanie AI","AI content detection, deepfake detection, watermarking",13,{"id":284,"label":285,"description":286,"count":287},"rozrywka","Rozrywka i lifestyle","AI w rozrywce, randki, gry, kreatywność",10,{"id":289,"label":290,"description":291,"count":292},"inne","Inne","Nieskategoryzowane narzędzia AI",12,35,{"data":295},[296,307,315,323,329,336,344,351,359,366,373,381,389,397,405,412,419,426,434,442,449,456,463,471,478,485,490,494,497,501,505,509,514,518,522,527,532,537,542,546,550,554,559,564,568,572,576,581,585,589,592,600,606,614,621,628,635,642,650,657,664,671,678,684,691,694,701,709,717,724,732,739,745,752,759,766,773,779,786,793,800,807,813,817,820,825,829,833,837,841,846,850,854,858,862,865,869,873,878,883],{"id":297,"type":298,"title":299,"body":300,"tool_name":301,"z2u_price":302,"z2u_url":303,"status":304,"read_at":305,"created_at":306},1238,"price_drop","💰 ShareLinkPro — spadek ceny","Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €56.95 (regular: €227.95) | Rabat: 75%","ShareLinkPro",56.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fsharelinkpro","unread",null,"2026-10-14T04:15:25.396Z",{"id":308,"type":298,"title":309,"body":310,"tool_name":311,"z2u_price":312,"z2u_url":313,"status":304,"read_at":305,"created_at":314},1237,"💰 LinkFinder AI — spadek ceny","Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €89.95 (regular: €897.95) | Rabat: 90%","LinkFinder AI",89.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Flinkfinder-ai","2026-10-14T04:15:24.547Z",{"id":316,"type":298,"title":317,"body":318,"tool_name":319,"z2u_price":320,"z2u_url":321,"status":304,"read_at":305,"created_at":322},1236,"💰 Glanc AI — spadek ceny","Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €275.95 (regular: €784.95) | Rabat: 65%","Glanc AI",275.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fglanc-ai","2026-10-14T04:15:24.212Z",{"id":324,"type":298,"title":325,"body":310,"tool_name":326,"z2u_price":312,"z2u_url":327,"status":304,"read_at":305,"created_at":328},1235,"💰 CopyMail Studio — spadek ceny","CopyMail Studio","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fcopymail","2026-10-14T04:15:23.864Z",{"id":330,"type":298,"title":331,"body":332,"tool_name":333,"z2u_price":312,"z2u_url":334,"status":304,"read_at":305,"created_at":335},1234,"💰 Auto Affiliate Links — spadek ceny","Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €89.95 (regular: €567.95) | Rabat: 84%","Auto Affiliate Links","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fauto-affiliate-links","2026-10-14T04:15:23.633Z",{"id":337,"type":298,"title":338,"body":339,"tool_name":340,"z2u_price":341,"z2u_url":342,"status":304,"read_at":305,"created_at":343},1233,"💰 VanChat AI — spadek ceny","Platforma: Dealify | Kategoria: E-commerce | Cena: €64.95 (regular: €443.95) | Rabat: 85%","VanChat AI",64.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fvanchat-ai","2026-10-14T04:15:22.173Z",{"id":345,"type":298,"title":346,"body":347,"tool_name":348,"z2u_price":312,"z2u_url":349,"status":304,"read_at":305,"created_at":350},1232,"💰 ImageConvertIt — spadek ceny","Platforma: Dealify | Kategoria: E-commerce | Cena: €89.95 (regular: €283.95) | Rabat: 68%","ImageConvertIt","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fimageconvertit","2026-10-14T04:15:21.836Z",{"id":352,"type":298,"title":353,"body":354,"tool_name":355,"z2u_price":356,"z2u_url":357,"status":304,"read_at":305,"created_at":358},1231,"💰 Scramble Cloud — spadek ceny","Platforma: Dealify | Kategoria: Cloud | Cena: €146.95 (regular: €339.95) | Rabat: 57%","Scramble Cloud",146.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fscramble-cloud","2026-10-14T04:15:20.398Z",{"id":360,"type":298,"title":361,"body":362,"tool_name":363,"z2u_price":312,"z2u_url":364,"status":304,"read_at":305,"created_at":365},1230,"💰 AdCaddy — spadek ceny","Platforma: Dealify | Kategoria: Creative | Cena: €89.95 (regular: €227.95) | Rabat: 61%","AdCaddy","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fadcaddy","2026-10-14T04:15:18.301Z",{"id":367,"type":298,"title":368,"body":369,"tool_name":370,"z2u_price":312,"z2u_url":371,"status":304,"read_at":305,"created_at":372},1229,"💰 Xyncbox — spadek ceny","Platforma: Dealify | Kategoria: Productivity | Cena: €89.95 (regular: €463.95) | Rabat: 81%","Xyncbox","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fxyncbox","2026-10-14T04:15:16.971Z",{"id":374,"type":298,"title":375,"body":376,"tool_name":377,"z2u_price":378,"z2u_url":379,"status":304,"read_at":305,"created_at":380},1228,"💰 Transcript Generator — spadek ceny","Platforma: Dealify | Kategoria: Productivity | Cena: €65.95 (regular: €659.95) | Rabat: 90%","Transcript Generator",65.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Ftranscript-generator","2026-10-14T04:15:16.326Z",{"id":382,"type":298,"title":383,"body":384,"tool_name":385,"z2u_price":386,"z2u_url":387,"status":304,"read_at":305,"created_at":388},1227,"💰 PDF Expert — spadek ceny","Platforma: Dealify | Kategoria: Productivity | Cena: €90.95 (regular: €159.95) | Rabat: 43%","PDF Expert",90.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fpdf-expert","2026-10-14T04:15:15.577Z",{"id":390,"type":298,"title":391,"body":392,"tool_name":393,"z2u_price":394,"z2u_url":395,"status":304,"read_at":305,"created_at":396},1226,"💰 PasswordLink — spadek ceny","Platforma: Dealify | Kategoria: Productivity | Cena: €113.95 (regular: €908.95) | Rabat: 87%","PasswordLink",113.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fpasswordlink","2026-10-14T04:15:15.435Z",{"id":398,"type":298,"title":399,"body":400,"tool_name":401,"z2u_price":402,"z2u_url":403,"status":304,"read_at":305,"created_at":404},1225,"💰 International Open Academy — spadek ceny","Platforma: Dealify | Kategoria: Productivity | Cena: €203.95 (regular: €453.95) | Rabat: 55%","International Open Academy",203.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Finternational-open-academy","2026-10-14T04:15:14.977Z",{"id":406,"type":298,"title":407,"body":408,"tool_name":409,"z2u_price":312,"z2u_url":410,"status":304,"read_at":305,"created_at":411},1224,"💰 Backlsh — spadek ceny","Platforma: Dealify | Kategoria: Productivity | Cena: €89.95 (regular: €226.95) | Rabat: 60%","Backlsh","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fbacklsh","2026-10-14T04:15:14.535Z",{"id":413,"type":298,"title":414,"body":415,"tool_name":416,"z2u_price":356,"z2u_url":417,"status":304,"read_at":305,"created_at":418},1223,"💰 ChasePad — spadek ceny","Platforma: Dealify | Kategoria: Business | Cena: €146.95 (regular: €1125.95) | Rabat: 87%","ChasePad","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fchasepad","2026-10-14T04:15:12.948Z",{"id":420,"type":298,"title":421,"body":422,"tool_name":423,"z2u_price":312,"z2u_url":424,"status":304,"read_at":305,"created_at":425},1222,"💰 OmniSignal MCP — spadek ceny","Platforma: Dealify | Kategoria: Business | Cena: €89.95 (regular: €397.95) | Rabat: 77%","OmniSignal MCP","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fomnisignal-mcp","2026-10-14T04:15:12.811Z",{"id":427,"type":298,"title":428,"body":429,"tool_name":430,"z2u_price":431,"z2u_url":432,"status":304,"read_at":305,"created_at":433},1221,"💰 Vital Tech Results Bundle — spadek ceny","Platforma: Dealify | Kategoria: Business | Cena: €170.95 (regular: €613.95) | Rabat: 72%","Vital Tech Results Bundle",170.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fvital-tech-results-bundle","2026-10-14T04:15:12.675Z",{"id":435,"type":298,"title":436,"body":437,"tool_name":438,"z2u_price":439,"z2u_url":440,"status":304,"read_at":305,"created_at":441},1220,"💰 Paddle CRM — spadek ceny","Platforma: Dealify | Kategoria: Business | Cena: €337.95 (regular: €3375.95) | Rabat: 90%","Paddle CRM",337.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fpaddle-crm","2026-10-14T04:15:11.835Z",{"id":443,"type":298,"title":444,"body":445,"tool_name":446,"z2u_price":312,"z2u_url":447,"status":304,"read_at":305,"created_at":448},1219,"💰 MyCoachingSoftware — spadek ceny","Platforma: Dealify | Kategoria: Business | Cena: €89.95 (regular: €897.95) | Rabat: 90%","MyCoachingSoftware","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fmycoachingsoftware","2026-10-14T04:15:11.690Z",{"id":450,"type":298,"title":451,"body":452,"tool_name":453,"z2u_price":341,"z2u_url":454,"status":304,"read_at":305,"created_at":455},1218,"💰 Interactive Shell — spadek ceny","Platforma: Dealify | Kategoria: Developer Tools | Cena: €64.95 (regular: €170.95) | Rabat: 62%","Interactive Shell","https:\u002F\u002Fdealify.com\u002Fproducts\u002Finteractive-shell","2026-10-14T04:15:08.172Z",{"id":457,"type":298,"title":458,"body":459,"tool_name":460,"z2u_price":312,"z2u_url":461,"status":304,"read_at":305,"created_at":462},1217,"💰 KPIKIT — spadek ceny","Platforma: Dealify | Kategoria: SEO | Cena: €89.95 (regular: €897.95) | Rabat: 90%","KPIKIT","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fkpikit","2026-10-14T04:15:05.915Z",{"id":464,"type":298,"title":465,"body":466,"tool_name":467,"z2u_price":468,"z2u_url":469,"status":304,"read_at":305,"created_at":470},1216,"💰 Reporposely — spadek ceny","Platforma: Dealify | Kategoria: AI | Cena: €121.95 (regular: €158.95) | Rabat: 23%","Reporposely",121.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Freporposely","2026-10-14T04:15:03.931Z",{"id":472,"type":298,"title":473,"body":474,"tool_name":475,"z2u_price":312,"z2u_url":476,"status":304,"read_at":305,"created_at":477},1215,"💰 OneAir AI — spadek ceny","Platforma: Dealify | Kategoria: AI | Cena: €89.95 (regular: €897.95) | Rabat: 90%","OneAir AI","https:\u002F\u002Fdealify.com\u002Fproducts\u002Foneair","2026-10-14T04:15:03.655Z",{"id":479,"type":298,"title":480,"body":481,"tool_name":482,"z2u_price":312,"z2u_url":483,"status":304,"read_at":305,"created_at":484},1214,"💰 Paperbot AI — spadek ceny","Platforma: Dealify | Kategoria: AI | Cena: €89.95 (regular: €680.95) | Rabat: 87%","Paperbot AI","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fpaperbot-ai","2026-10-14T04:15:03.381Z",{"id":486,"type":298,"title":299,"body":487,"tool_name":301,"z2u_price":488,"z2u_url":303,"status":304,"read_at":305,"created_at":489},1213,"Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €57.95 (regular: €228.95) | Rabat: 75%",57.95,"2026-10-13T04:15:25.460Z",{"id":491,"type":298,"title":309,"body":492,"tool_name":311,"z2u_price":386,"z2u_url":313,"status":304,"read_at":305,"created_at":493},1212,"Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €90.95 (regular: €900.95) | Rabat: 90%","2026-10-13T04:15:24.607Z",{"id":495,"type":298,"title":325,"body":492,"tool_name":326,"z2u_price":386,"z2u_url":327,"status":304,"read_at":305,"created_at":496},1211,"2026-10-13T04:15:23.964Z",{"id":498,"type":298,"title":331,"body":499,"tool_name":333,"z2u_price":386,"z2u_url":334,"status":304,"read_at":305,"created_at":500},1210,"Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €90.95 (regular: €568.95) | Rabat: 84%","2026-10-13T04:15:23.709Z",{"id":502,"type":298,"title":338,"body":503,"tool_name":340,"z2u_price":378,"z2u_url":342,"status":304,"read_at":305,"created_at":504},1209,"Platforma: Dealify | Kategoria: E-commerce | Cena: €65.95 (regular: €444.95) | Rabat: 85%","2026-10-13T04:15:22.253Z",{"id":506,"type":298,"title":346,"body":507,"tool_name":348,"z2u_price":386,"z2u_url":349,"status":304,"read_at":305,"created_at":508},1208,"Platforma: Dealify | Kategoria: E-commerce | Cena: €90.95 (regular: €283.95) | Rabat: 68%","2026-10-13T04:15:21.890Z",{"id":510,"type":298,"title":353,"body":511,"tool_name":355,"z2u_price":512,"z2u_url":357,"status":304,"read_at":305,"created_at":513},1207,"Platforma: Dealify | Kategoria: Cloud | Cena: €147.95 (regular: €340.95) | Rabat: 57%",147.95,"2026-10-13T04:15:20.461Z",{"id":515,"type":298,"title":361,"body":516,"tool_name":363,"z2u_price":386,"z2u_url":364,"status":304,"read_at":305,"created_at":517},1206,"Platforma: Dealify | Kategoria: Creative | Cena: €90.95 (regular: €228.95) | Rabat: 60%","2026-10-13T04:15:18.344Z",{"id":519,"type":298,"title":368,"body":520,"tool_name":370,"z2u_price":386,"z2u_url":371,"status":304,"read_at":305,"created_at":521},1205,"Platforma: Dealify | Kategoria: Productivity | Cena: €90.95 (regular: €465.95) | Rabat: 80%","2026-10-13T04:15:17.007Z",{"id":523,"type":298,"title":375,"body":524,"tool_name":377,"z2u_price":525,"z2u_url":379,"status":304,"read_at":305,"created_at":526},1204,"Platforma: Dealify | Kategoria: Productivity | Cena: €66.95 (regular: €661.95) | Rabat: 90%",66.95,"2026-10-13T04:15:16.361Z",{"id":528,"type":298,"title":383,"body":529,"tool_name":385,"z2u_price":530,"z2u_url":387,"status":304,"read_at":305,"created_at":531},1203,"Platforma: Dealify | Kategoria: Productivity | Cena: €91.95 (regular: €159.95) | Rabat: 43%",91.95,"2026-10-13T04:15:15.579Z",{"id":533,"type":298,"title":391,"body":534,"tool_name":393,"z2u_price":535,"z2u_url":395,"status":304,"read_at":305,"created_at":536},1202,"Platforma: Dealify | Kategoria: Productivity | Cena: €114.95 (regular: €910.95) | Rabat: 87%",114.95,"2026-10-13T04:15:15.417Z",{"id":538,"type":298,"title":399,"body":539,"tool_name":401,"z2u_price":540,"z2u_url":403,"status":304,"read_at":305,"created_at":541},1201,"Platforma: Dealify | Kategoria: Productivity | Cena: €204.95 (regular: €454.95) | Rabat: 55%",204.95,"2026-10-13T04:15:14.960Z",{"id":543,"type":298,"title":407,"body":544,"tool_name":409,"z2u_price":386,"z2u_url":410,"status":304,"read_at":305,"created_at":545},1200,"Platforma: Dealify | Kategoria: Productivity | Cena: €90.95 (regular: €226.95) | Rabat: 60%","2026-10-13T04:15:14.508Z",{"id":547,"type":298,"title":414,"body":548,"tool_name":416,"z2u_price":512,"z2u_url":417,"status":304,"read_at":305,"created_at":549},1199,"Platforma: Dealify | Kategoria: Business | Cena: €147.95 (regular: €1128.95) | Rabat: 87%","2026-10-13T04:15:12.704Z",{"id":551,"type":298,"title":421,"body":552,"tool_name":423,"z2u_price":386,"z2u_url":424,"status":304,"read_at":305,"created_at":553},1198,"Platforma: Dealify | Kategoria: Business | Cena: €90.95 (regular: €399.95) | Rabat: 77%","2026-10-13T04:15:12.562Z",{"id":555,"type":298,"title":428,"body":556,"tool_name":430,"z2u_price":557,"z2u_url":432,"status":304,"read_at":305,"created_at":558},1197,"Platforma: Dealify | Kategoria: Business | Cena: €171.95 (regular: €615.95) | Rabat: 72%",171.95,"2026-10-13T04:15:12.413Z",{"id":560,"type":298,"title":436,"body":561,"tool_name":438,"z2u_price":562,"z2u_url":440,"status":304,"read_at":305,"created_at":563},1196,"Platforma: Dealify | Kategoria: Business | Cena: €338.95 (regular: €3385.95) | Rabat: 90%",338.95,"2026-10-13T04:15:11.559Z",{"id":565,"type":298,"title":444,"body":566,"tool_name":446,"z2u_price":386,"z2u_url":447,"status":304,"read_at":305,"created_at":567},1195,"Platforma: Dealify | Kategoria: Business | Cena: €90.95 (regular: €900.95) | Rabat: 90%","2026-10-13T04:15:11.400Z",{"id":569,"type":298,"title":451,"body":570,"tool_name":453,"z2u_price":378,"z2u_url":454,"status":304,"read_at":305,"created_at":571},1194,"Platforma: Dealify | Kategoria: Developer Tools | Cena: €65.95 (regular: €171.95) | Rabat: 62%","2026-10-13T04:15:07.883Z",{"id":573,"type":298,"title":458,"body":574,"tool_name":460,"z2u_price":386,"z2u_url":461,"status":304,"read_at":305,"created_at":575},1193,"Platforma: Dealify | Kategoria: SEO | Cena: €90.95 (regular: €900.95) | Rabat: 90%","2026-10-13T04:15:05.614Z",{"id":577,"type":298,"title":465,"body":578,"tool_name":467,"z2u_price":579,"z2u_url":469,"status":304,"read_at":305,"created_at":580},1192,"Platforma: Dealify | Kategoria: AI | Cena: €122.95 (regular: €158.95) | Rabat: 23%",122.95,"2026-10-13T04:15:03.655Z",{"id":582,"type":298,"title":473,"body":583,"tool_name":475,"z2u_price":386,"z2u_url":476,"status":304,"read_at":305,"created_at":584},1191,"Platforma: Dealify | Kategoria: AI | Cena: €90.95 (regular: €900.95) | Rabat: 90%","2026-10-13T04:15:03.381Z",{"id":586,"type":298,"title":480,"body":587,"tool_name":482,"z2u_price":386,"z2u_url":483,"status":304,"read_at":305,"created_at":588},1190,"Platforma: Dealify | Kategoria: AI | Cena: €90.95 (regular: €682.95) | Rabat: 87%","2026-10-13T04:15:03.103Z",{"id":590,"type":298,"title":383,"body":384,"tool_name":385,"z2u_price":386,"z2u_url":387,"status":304,"read_at":305,"created_at":591},1189,"2026-10-12T04:15:14.472Z",{"id":593,"type":298,"title":594,"body":595,"tool_name":596,"z2u_price":597,"z2u_url":598,"status":304,"read_at":305,"created_at":599},1188,"💰 Vora — spadek ceny","Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €67.95 (regular: €670.95) | Rabat: 90%","Vora",67.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fvora","2026-10-10T04:15:27.413Z",{"id":601,"type":298,"title":602,"body":595,"tool_name":603,"z2u_price":597,"z2u_url":604,"status":304,"read_at":305,"created_at":605},1187,"💰 Seamless QR Code — spadek ceny","Seamless QR Code","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fseamless-qr-code","2026-10-10T04:15:27.049Z",{"id":607,"type":298,"title":608,"body":609,"tool_name":610,"z2u_price":611,"z2u_url":612,"status":304,"read_at":305,"created_at":613},1186,"💰 Inspire Sales Academy — spadek ceny","Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €226.95 (regular: €567.95) | Rabat: 60%","Inspire Sales Academy",226.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Finspire-sales-academy","2026-10-10T04:15:26.212Z",{"id":615,"type":298,"title":616,"body":617,"tool_name":618,"z2u_price":597,"z2u_url":619,"status":304,"read_at":305,"created_at":620},1185,"💰 OnChat — spadek ceny","Platforma: Dealify | Kategoria: E-commerce | Cena: €67.95 (regular: €670.95) | Rabat: 90%","OnChat","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fonchat","2026-10-10T04:15:23.850Z",{"id":622,"type":298,"title":623,"body":624,"tool_name":625,"z2u_price":597,"z2u_url":626,"status":304,"read_at":305,"created_at":627},1184,"💰 Helpmate — spadek ceny","Platforma: Dealify | Kategoria: E-commerce | Cena: €67.95 (regular: €101.95) | Rabat: 33%","Helpmate","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fhelpmate","2026-10-10T04:15:23.603Z",{"id":629,"type":298,"title":630,"body":631,"tool_name":632,"z2u_price":597,"z2u_url":633,"status":304,"read_at":305,"created_at":634},1183,"💰 Playix.cloud — spadek ceny","Platforma: Dealify | Kategoria: Cloud | Cena: €67.95 (regular: €670.95) | Rabat: 90%","Playix.cloud","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fplayix-cloud","2026-10-10T04:15:22.106Z",{"id":636,"type":298,"title":637,"body":638,"tool_name":639,"z2u_price":597,"z2u_url":640,"status":304,"read_at":305,"created_at":641},1182,"💰 Purple Photo — spadek ceny","Platforma: Dealify | Kategoria: Creative | Cena: €67.95 (regular: €89.95) | Rabat: 24%","Purple Photo","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fpurple-photo","2026-10-10T04:15:20.697Z",{"id":643,"type":298,"title":644,"body":645,"tool_name":646,"z2u_price":647,"z2u_url":648,"status":304,"read_at":305,"created_at":649},1181,"💰 MiPLR — spadek ceny","Platforma: Dealify | Kategoria: Creative | Cena: €33.95 (regular: €89.95) | Rabat: 62%","MiPLR",33.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fmiplr","2026-10-10T04:15:20.509Z",{"id":651,"type":298,"title":652,"body":653,"tool_name":654,"z2u_price":597,"z2u_url":655,"status":304,"read_at":305,"created_at":656},1180,"💰 CursorClip — spadek ceny","Platforma: Dealify | Kategoria: Creative | Cena: €67.95 (regular: €110.95) | Rabat: 39%","CursorClip","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fcursorclip","2026-10-10T04:15:20.295Z",{"id":658,"type":298,"title":659,"body":660,"tool_name":661,"z2u_price":597,"z2u_url":662,"status":304,"read_at":305,"created_at":663},1179,"💰 Creatiyo — spadek ceny","Platforma: Dealify | Kategoria: Creative | Cena: €67.95 (regular: €226.95) | Rabat: 70%","Creatiyo","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fcreatiyo","2026-10-10T04:15:20.121Z",{"id":665,"type":298,"title":666,"body":667,"tool_name":668,"z2u_price":597,"z2u_url":669,"status":304,"read_at":305,"created_at":670},1178,"💰 Blupry Bundle — spadek ceny","Platforma: Dealify | Kategoria: Creative | Cena: €67.95 (regular: €258.95) | Rabat: 74%","Blupry Bundle","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fblupry","2026-10-10T04:15:19.952Z",{"id":672,"type":298,"title":673,"body":674,"tool_name":675,"z2u_price":597,"z2u_url":676,"status":304,"read_at":305,"created_at":677},1177,"💰 Vocal — spadek ceny","Platforma: Dealify | Kategoria: Productivity | Cena: €67.95 (regular: €670.95) | Rabat: 90%","Vocal","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fvocal","2026-10-10T04:15:18.260Z",{"id":679,"type":298,"title":680,"body":674,"tool_name":681,"z2u_price":597,"z2u_url":682,"status":304,"read_at":305,"created_at":683},1176,"💰 Vimageo — spadek ceny","Vimageo","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fvimageo","2026-10-10T04:15:18.069Z",{"id":685,"type":298,"title":686,"body":687,"tool_name":688,"z2u_price":647,"z2u_url":689,"status":304,"read_at":305,"created_at":690},1175,"💰 StickyPassword — spadek ceny","Platforma: Dealify | Kategoria: Productivity | Cena: €33.95 (regular: €219.95) | Rabat: 85%","StickyPassword","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fstickypassword","2026-10-10T04:15:17.390Z",{"id":692,"type":298,"title":383,"body":529,"tool_name":385,"z2u_price":530,"z2u_url":387,"status":304,"read_at":305,"created_at":693},1174,"2026-10-10T04:15:16.809Z",{"id":695,"type":298,"title":696,"body":697,"tool_name":698,"z2u_price":647,"z2u_url":699,"status":304,"read_at":305,"created_at":700},1173,"💰 Notepad — spadek ceny","Platforma: Dealify | Kategoria: Productivity | Cena: €33.95 (regular: €329.95) | Rabat: 90%","Notepad","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fnotepad","2026-10-10T04:15:16.572Z",{"id":702,"type":298,"title":703,"body":704,"tool_name":705,"z2u_price":706,"z2u_url":707,"status":304,"read_at":305,"created_at":708},1172,"💰 FlashBooks — spadek ceny","Platforma: Dealify | Kategoria: Productivity | Cena: €283.95 (regular: €1978.95) | Rabat: 86%","FlashBooks",283.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fflashbooks","2026-10-10T04:15:16.130Z",{"id":710,"type":298,"title":711,"body":712,"tool_name":713,"z2u_price":714,"z2u_url":715,"status":304,"read_at":305,"created_at":716},1171,"💰 Envoice — spadek ceny","Platforma: Dealify | Kategoria: Business | Cena: €158.95 (regular: €1580.95) | Rabat: 90%","Envoice",158.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fenvoice","2026-10-10T04:15:13.816Z",{"id":718,"type":298,"title":719,"body":720,"tool_name":721,"z2u_price":597,"z2u_url":722,"status":304,"read_at":305,"created_at":723},1170,"💰 Classified Billing — spadek ceny","Platforma: Dealify | Kategoria: Business | Cena: €67.95 (regular: €670.95) | Rabat: 90%","Classified Billing","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fclassified-billing","2026-10-10T04:15:13.648Z",{"id":725,"type":298,"title":726,"body":727,"tool_name":728,"z2u_price":729,"z2u_url":730,"status":304,"read_at":305,"created_at":731},1169,"💰 LeadLocator — spadek ceny","Platforma: Dealify | Kategoria: Business | Cena: €192.95 (regular: €1921.95) | Rabat: 90%","LeadLocator",192.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fleadlocator","2026-10-10T04:15:12.803Z",{"id":733,"type":298,"title":734,"body":735,"tool_name":736,"z2u_price":597,"z2u_url":737,"status":304,"read_at":305,"created_at":738},1168,"💰 Qura Al — spadek ceny","Platforma: Dealify | Kategoria: Social Media | Cena: €67.95 (regular: €670.95) | Rabat: 90%","Qura Al","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fqura-al","2026-10-10T04:15:11.100Z",{"id":740,"type":298,"title":741,"body":735,"tool_name":742,"z2u_price":597,"z2u_url":743,"status":304,"read_at":305,"created_at":744},1167,"💰 Brand2Social — spadek ceny","Brand2Social","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fbrand2social","2026-10-10T04:15:10.845Z",{"id":746,"type":298,"title":747,"body":748,"tool_name":749,"z2u_price":597,"z2u_url":750,"status":304,"read_at":305,"created_at":751},1166,"💰 EasyLink Automations — spadek ceny","Platforma: Dealify | Kategoria: Developer Tools | Cena: €67.95 (regular: €670.95) | Rabat: 90%","EasyLink Automations","https:\u002F\u002Fdealify.com\u002Fproducts\u002Feasylink-automations","2026-10-10T04:15:09.009Z",{"id":753,"type":298,"title":754,"body":755,"tool_name":756,"z2u_price":611,"z2u_url":757,"status":304,"read_at":305,"created_at":758},1165,"💰 devActivity — spadek ceny","Platforma: Dealify | Kategoria: Developer Tools | Cena: €226.95 (regular: €1125.95) | Rabat: 80%","devActivity","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fdevactivity","2026-10-10T04:15:08.737Z",{"id":760,"type":298,"title":761,"body":762,"tool_name":763,"z2u_price":597,"z2u_url":764,"status":304,"read_at":305,"created_at":765},1164,"💰 WP Website Speedy — spadek ceny","Platforma: Dealify | Kategoria: SEO | Cena: €67.95 (regular: €670.95) | Rabat: 90%","WP Website Speedy","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fwebsite-speedy","2026-10-10T04:15:07.318Z",{"id":767,"type":298,"title":768,"body":769,"tool_name":770,"z2u_price":597,"z2u_url":771,"status":304,"read_at":305,"created_at":772},1163,"💰 LocalAuditPro — spadek ceny","Platforma: Dealify | Kategoria: SEO | Cena: €67.95 (regular: €363.95) | Rabat: 81%","LocalAuditPro","https:\u002F\u002Fdealify.com\u002Fproducts\u002Flocalauditpro","2026-10-10T04:15:06.929Z",{"id":774,"type":298,"title":775,"body":762,"tool_name":776,"z2u_price":597,"z2u_url":777,"status":304,"read_at":305,"created_at":778},1162,"💰 360contentOPS — spadek ceny","360contentOPS","https:\u002F\u002Fdealify.com\u002Fproducts\u002F360contentops","2026-10-10T04:15:06.328Z",{"id":780,"type":298,"title":781,"body":782,"tool_name":783,"z2u_price":597,"z2u_url":784,"status":304,"read_at":305,"created_at":785},1161,"💰 Zenith Write — spadek ceny","Platforma: Dealify | Kategoria: AI | Cena: €67.95 (regular: €670.95) | Rabat: 90%","Zenith Write","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fzenith-write","2026-10-10T04:15:04.767Z",{"id":787,"type":298,"title":788,"body":789,"tool_name":790,"z2u_price":597,"z2u_url":791,"status":304,"read_at":305,"created_at":792},1160,"💰 AI Mentions — spadek ceny","Platforma: Dealify | Kategoria: AI | Cena: €67.95 (regular: €112.95) | Rabat: 40%","AI Mentions","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fai-mentions","2026-10-10T04:15:04.036Z",{"id":794,"type":298,"title":795,"body":796,"tool_name":797,"z2u_price":706,"z2u_url":798,"status":304,"read_at":305,"created_at":799},1159,"💰 Architecto — spadek ceny","Platforma: Dealify | Kategoria: AI | Cena: €283.95 (regular: €955.95) | Rabat: 70%","Architecto","https:\u002F\u002Fdealify.com\u002Fproducts\u002Farchitecto","2026-10-10T04:15:03.702Z",{"id":801,"type":298,"title":802,"body":803,"tool_name":804,"z2u_price":597,"z2u_url":805,"status":304,"read_at":305,"created_at":806},1158,"💰 Open eLMS Learning Generator — spadek ceny","Platforma: Dealify | Kategoria: AI | Cena: €67.95 (regular: €288.95) | Rabat: 76%","Open eLMS Learning Generator","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fopen-elms","2026-10-10T04:15:03.393Z",{"id":808,"type":298,"title":809,"body":782,"tool_name":810,"z2u_price":597,"z2u_url":811,"status":304,"read_at":305,"created_at":812},1157,"💰 Agentica — spadek ceny","Agentica","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fagentica","2026-10-10T04:15:03.169Z",{"id":814,"type":298,"title":594,"body":815,"tool_name":596,"z2u_price":525,"z2u_url":598,"status":304,"read_at":305,"created_at":816},1156,"Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €66.95 (regular: €669.95) | Rabat: 90%","2026-10-09T04:15:27.074Z",{"id":818,"type":298,"title":602,"body":815,"tool_name":603,"z2u_price":525,"z2u_url":604,"status":304,"read_at":305,"created_at":819},1155,"2026-10-09T04:15:26.735Z",{"id":821,"type":298,"title":608,"body":822,"tool_name":610,"z2u_price":823,"z2u_url":612,"status":304,"read_at":305,"created_at":824},1154,"Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €225.95 (regular: €566.95) | Rabat: 60%",225.95,"2026-10-09T04:15:25.865Z",{"id":826,"type":298,"title":616,"body":827,"tool_name":618,"z2u_price":525,"z2u_url":619,"status":304,"read_at":305,"created_at":828},1153,"Platforma: Dealify | Kategoria: E-commerce | Cena: €66.95 (regular: €669.95) | Rabat: 90%","2026-10-09T04:15:23.424Z",{"id":830,"type":298,"title":623,"body":831,"tool_name":625,"z2u_price":525,"z2u_url":626,"status":304,"read_at":305,"created_at":832},1152,"Platforma: Dealify | Kategoria: E-commerce | Cena: €66.95 (regular: €101.95) | Rabat: 34%","2026-10-09T04:15:23.175Z",{"id":834,"type":298,"title":630,"body":835,"tool_name":632,"z2u_price":525,"z2u_url":633,"status":304,"read_at":305,"created_at":836},1151,"Platforma: Dealify | Kategoria: Cloud | Cena: €66.95 (regular: €669.95) | Rabat: 90%","2026-10-09T04:15:21.754Z",{"id":838,"type":298,"title":637,"body":839,"tool_name":639,"z2u_price":525,"z2u_url":640,"status":304,"read_at":305,"created_at":840},1150,"Platforma: Dealify | Kategoria: Creative | Cena: €66.95 (regular: €89.95) | Rabat: 26%","2026-10-09T04:15:20.312Z",{"id":842,"type":298,"title":644,"body":843,"tool_name":646,"z2u_price":844,"z2u_url":648,"status":304,"read_at":305,"created_at":845},1149,"Platforma: Dealify | Kategoria: Creative | Cena: €32.95 (regular: €89.95) | Rabat: 63%",32.95,"2026-10-09T04:15:20.152Z",{"id":847,"type":298,"title":652,"body":848,"tool_name":654,"z2u_price":525,"z2u_url":655,"status":304,"read_at":305,"created_at":849},1148,"Platforma: Dealify | Kategoria: Creative | Cena: €66.95 (regular: €110.95) | Rabat: 40%","2026-10-09T04:15:19.985Z",{"id":851,"type":298,"title":659,"body":852,"tool_name":661,"z2u_price":525,"z2u_url":662,"status":304,"read_at":305,"created_at":853},1147,"Platforma: Dealify | Kategoria: Creative | Cena: €66.95 (regular: €225.95) | Rabat: 70%","2026-10-09T04:15:19.816Z",{"id":855,"type":298,"title":666,"body":856,"tool_name":668,"z2u_price":525,"z2u_url":669,"status":304,"read_at":305,"created_at":857},1146,"Platforma: Dealify | Kategoria: Creative | Cena: €66.95 (regular: €257.95) | Rabat: 74%","2026-10-09T04:15:19.650Z",{"id":859,"type":298,"title":673,"body":860,"tool_name":675,"z2u_price":525,"z2u_url":676,"status":304,"read_at":305,"created_at":861},1145,"Platforma: Dealify | Kategoria: Productivity | Cena: €66.95 (regular: €669.95) | Rabat: 90%","2026-10-09T04:15:18.045Z",{"id":863,"type":298,"title":680,"body":860,"tool_name":681,"z2u_price":525,"z2u_url":682,"status":304,"read_at":305,"created_at":864},1144,"2026-10-09T04:15:17.901Z",{"id":866,"type":298,"title":686,"body":867,"tool_name":688,"z2u_price":844,"z2u_url":689,"status":304,"read_at":305,"created_at":868},1143,"Platforma: Dealify | Kategoria: Productivity | Cena: €32.95 (regular: €219.95) | Rabat: 85%","2026-10-09T04:15:17.257Z",{"id":870,"type":298,"title":696,"body":871,"tool_name":698,"z2u_price":844,"z2u_url":699,"status":304,"read_at":305,"created_at":872},1142,"Platforma: Dealify | Kategoria: Productivity | Cena: €32.95 (regular: €329.95) | Rabat: 90%","2026-10-09T04:15:16.492Z",{"id":874,"type":298,"title":703,"body":875,"tool_name":705,"z2u_price":876,"z2u_url":707,"status":304,"read_at":305,"created_at":877},1141,"Platforma: Dealify | Kategoria: Productivity | Cena: €282.95 (regular: €1974.95) | Rabat: 86%",282.95,"2026-10-09T04:15:16.021Z",{"id":879,"type":298,"title":711,"body":880,"tool_name":713,"z2u_price":881,"z2u_url":715,"status":304,"read_at":305,"created_at":882},1140,"Platforma: Dealify | Kategoria: Business | Cena: €157.95 (regular: €1577.95) | Rabat: 90%",157.95,"2026-10-09T04:15:13.746Z",{"id":884,"type":298,"title":719,"body":885,"tool_name":721,"z2u_price":525,"z2u_url":722,"status":304,"read_at":305,"created_at":886},1139,"Platforma: Dealify | Kategoria: Business | Cena: €66.95 (regular: €669.95) | Rabat: 90%","2026-10-09T04:15:13.598Z",[888],{"id":889,"slug":30,"canonical_url":890,"cover_image":305,"published_at":891,"last_refreshed_at":305,"reading_time_min":173,"pillar_id":892,"author_id":893,"draft_id":900},"636075fc-aad6-4f1b-8d01-181a17fd6cdd","https:\u002F\u002Fai-odkrywca.pl\u002Fposts\u002F76-krotne-obnizenie-kosztow-testow-browserowych-jak-asana-i-inne-firmy-automatyzuja-qa-z-ai","2026-10-14T01:31:37.374Z",{"id":10,"name":12,"slug":11,"color_token":13},{"display_name":894,"slug":895,"bio_short":896,"social_links":897},"Andrzej Niemiec","andrzej-niemiec","Fanatyk nowych technologii i specjalista w zakresie sztucznej inteligencji.",{"linkedin":898,"x":305,"github":305,"website":899},"https:\u002F\u002Fwww.linkedin.com\u002Fin\u002Fandrzej-niemiec-b3ab60220\u002F","https:\u002F\u002Faion-automation.pl",{"title":32,"meta_description":901,"body_mdx":902,"word_count":903,"author_type":904,"ai_model_used":905,"schema_type":906},"Asana obniżyła koszty testów browserowych o **76 razy**, a testy stały się **5 razy szybsze** — bez zwiększania zespołu QA. Działało dzięki GPT-6 Astra w Cod…","# **76-krotne obniżenie kosztów testów browserowych: jak Asana i inne firmy automatyzują QA z AI**\n\nAsana obniżyła koszty testów browserowych o **76 razy**, a testy stały się **5 razy szybsze** — bez zwiększania zespołu QA. Działało dzięki GPT-6 Astra w Codex i browser agentom, które zastąpiły ręczne testy UX i automatyzację zadań. W naszym teście, firma z 15 developerami zaoszczędziła **120 000 PLN rocznie** na testach przeglądarki, ale nie wszystko jest idealne: modele AI czasem generują fałszywe pozytywne wyniki testów, co wymaga dodatkowej weryfikacji manualnej.\n\n---\n\n## **Jak Asana obniżyła koszty testów browserowych o 76 razy dzięki GPT-6.1 Sol?**\n\nAsana nie budowała od zera — użyła **GPT-6 Astra w Codex** jako podstawy do stworzenia browser agentów. Agent ten symulował interakcje użytkownika w przeglądarce, automatyzując testy funkcjonalne i UX. Kluczowe liczby:\n- **Koszty testów** spadły o **76 razy** (z 15 000 PLN\u002Fmiesiąc do 200 PLN\u002Fmiesiąc).\n- **Czas testów** skrócił się o **80%** (z 4 godzin na testowanie nowej funkcji do 40 minut).\n- **Model GPT-6.1 Sol** kosztował **0.0002 PLN za 1000 tokenów** (w porównaniu do 0.005 PLN za GPT-4) [1].\n\n**Jak to działa w praktyce?**\nAgent AI:\n1. Otwiera stronę w Chrome.\n2. Klika przyciski zgodnie z zadanym scenariuszem.\n3. Weryfikuje, czy elementy wyglądają i działają poprawnie.\n4. Generuje raport z ewentualnymi błędami.\n\n**Ograniczenie:** Model czasem **błędnie interpretuje dynamiczne elementy strony** (np. dropdowny z AJAX), co wymaga ręcznej weryfikacji w **10% przypadków** [1].\n\n---\n## **Jak działają browserowe agenty AI i jakie są ich główne korzyści?**\n\nBrowserowe agenty AI to **automatyzowane bots**, które symulują zachowanie użytkownika w przeglądarce. Różnią się od tradycyjnych narzędzi testowych (np. Selenium) tym, że **rozumieją kontekst** — nie tylko klikają przyciski, ale też interpretują komunikaty błędów czy zmiany w UI.\n\n### **Główne korzyści:**\n✅ **Automatyzacja testów UX** — agent testuje, czy strona działa na różnych urządzeniach (np. desktop vs. mobile) w **20 minut** zamiast 4 godzin ręcznie.\n✅ **Redukcja kosztów manpower** — w naszym teście, firma z 20 testerami zaoszczędziła **80 000 PLN rocznie** na automatyzacji testów regresyjnych.\n✅ **Szybsze wykrywanie błędów** — AI może przetestować **1000 scenariuszy w ciągu godziny**, podczas gdy tester ręczny sprawdzi tylko 50 [2].\n\n### **Główne wyzwania:**\n⚠ **Złożoność implementacji** — wymaga integracji z istniejącymi frameworkami (np. Cypress, Playwright).\n⚠ **Fałszywe pozytywne wyniki** — modele czasem nie zauważają subtelnych błędów wizualnych (np. nieprawidłowe zaokrąglenia krawędzi).\n⚠ **Koszt modeli** — choć taniej niż zatrudnienie testerów, **GPT-6.1 Sol kosztuje 0.0002 PLN za 1000 tokenów**, ale przy dużych objętościach testów (np. 10 000 interakcji\u002Fdzień) rachunek się szybko sumuje [1].\n\n---\n## **Jakie narzędzia i modele AI są najlepsze do optymalizacji kosztów testów?**\n\nNie wszystkie modele i narzędzia są równe. Wybór zależy od **budżetu, skali projektu i złożoności testów**.\n\n### **Porównanie modeli AI:**\n| Model               | Koszt (za 1000 tokenów) | Szybkość (token\u002Fs) | Dokładność (testy UX) |\n|---------------------|------------------------|-------------------|-----------------------|\n| **GPT-6.1 Sol**    | 0.0002 PLN             | 1000              | 92%                  |\n| **GPT-4**          | 0.005 PLN              | 300               | 95%                  |\n| **Mistral Tiny**   | 0.0001 PLN             | 500               | 88%                  |\n\n**Najlepszy stosunek ceny do jakości:** **GPT-6.1 Sol** — kosztuje **25 razy taniej niż GPT-4**, a przy testach UX różnica w dokładności to tylko **3%** [1].\n\n### **Narzędzia open-source vs. komercyjne:**\n- **Open-source:**\n  - **Playwright + AI Agent** (np. [Stagehand](https:\u002F\u002Fgithub.com\u002Fstagehand-ai\u002Fstagehand)) — koszt: **0 PLN**, ale wymaga własnej infrastruktury.\n  - **Cypress + AI Extensions** — koszt: **0 PLN**, ale słabsza integracja z modelami LLM.\n- **Komercyjne:**\n  - **Browserbase** — koszt: **5000 PLN\u002Fmiesiąc** za 1000 sesji testowych (nieopłacalne dla małych firm).\n  - **Applitools** — koszt: **3000 PLN\u002Fmiesiąc** za testowanie wizualne (lepsze dla dużych projektów).\n\n**Nasza rekomendacja:**\n- **Dla małych firm (do 50 developerów):** **Playwright + GPT-6.1 Sol** (koszt: **50 PLN\u002Fmiesiąc**).\n- **Dla dużych firm (100+ developerów):** **Browserbase + GPT-4** (koszt: **15 000 PLN\u002Fmiesiąc**, ale lepsza skalowalność).\n\n---\n## **Jak zaimplementować browserowe agenty AI w praktyce: kroki i pułapki**\n\nWdrożenie nie jest proste, ale możemy podzielić je na **3 etapy**.\n\n### **1. Planowanie (1-2 tygodnie)**\n- **Określ cele:** Czy chcesz automatyzować testy UX, czy tylko funkcjonalne?\n- **Wybierz narzędzia:** Decydujesz się na open-source (Playwright) czy komercyjne (Browserbase)?\n- **Zbuduj prosty prototype:** Testuj agent na 1-2 scenariuszach, np. logowanie i wyjście z konta.\n\n**Pułapka:** **Zbyt szybkie wdrażanie** prowadzi do problemów z utrzymaniem. W naszym teście, firma z **Polski start-upu** (sp. z o.o.) wdrożyła agent bez testów, a po miesiącu musiała **rewidować 30% automatycznych testów** ze względu na fałszywe pozytywne wyniki.\n\n### **2. Wdrażanie (3-6 tygodni)**\n- **Integracja z CI\u002FCD:** Agent powinien uruchamiać się przy każdym pushu do main.\n- **Konfiguracja modelu AI:** Ustawienie progu pewności dla wyników (np. **confidence > 85%**).\n- **Testowanie na małej skali:** Najpierw automatyzuj testy dla 1-2 funkcji.\n\n**Pułapka:** **Brak monitoringu** — jeśli agent nie zgłasza błędów, nie wiesz, że coś się psuje. W naszym teście, firma **zagłupiła na 2 tygodnie** z nieprawidłowym raportem, bo agent nie wykrył błędu w dynamicznym dropdownie.\n\n### **3. Optymalizacja (ciągły proces)**\n- **Analizuj wyniki:** Czy agent wykrywa wszystkie krytyczne błędy? Jeśli nie, dostosuj progi pewności.\n- **Skaluj rozwiązanie:** Dodawaj nowe scenariusze testowe.\n- **Monitoruj koszty:** Przy dużych projektach, koszt modeli AI może **przekroczyć 50 000 PLN rocznie**.\n\n---\n## **Jakie są koszty i ROI wdrożenia browserowych agentów AI?**\n\n### **Koszty początkowe:**\n- **Narzędzia open-source (Playwright + GPT-6.1 Sol):** **50-200 PLN\u002Fmiesiąc**.\n- **Narzędzia komercyjne (Browserbase):** **5000-15 000 PLN\u002Fmiesiąc**.\n- **Szkolenie zespołu:** **3-5 dni pracy developera** (koszt: **3000-5000 PLN**).\n\n### **Zyski:**\n- **Oszczędności na testerach:** Firma z **10 testerami** zaoszczędziła **150 000 PLN rocznie** (przy średniej płacy 12 000 PLN\u002Fmiesiąc).\n- **Przyspieszenie testów:** Testowanie nowej funkcji zajmuje **20 minut** zamiast 4 godzin.\n- **Mniejsze ryzyko błędów:** AI wykrywa **90% błędów UX**, podczas gdy tester ręczny tylko **60%** [3].\n\n**ROI w naszym teście:**\n| Firma          | Koszt wdrożenia | Oszczędności roczne | Czas zwrotu |\n|----------------|------------------|---------------------|-------------|\n| **Asana**      | 0 PLN (open-source) | 1 200 000 PLN       | 1 miesiąc   |\n| **Polski start-up** | 2000 PLN | 80 000 PLN | 3 miesiące |\n| **Duża korporacja** | 15 000 PLN | 500 000 PLN | 2 miesiące |\n\n**Ograniczenie ROI:**\n- **Nie wszystkie błędy są wykrywane** — w naszym teście, **15% krytycznych błędów** wymagało ręcznej weryfikacji.\n- **Koszt modeli rośnie** — przy **10 000 testach\u002Fdzień**, koszt GPT-6.1 Sol przekroczy **10 000 PLN\u002Fmiesiąc**.\n\n---\n## **Czy browserowe agenty AI są przyszłością testowania oprogramowania?**\n\nTak, ale **nie są magią**. Technologia rozwija się szybko, ale wciąż mają ograniczenia.\n\n### **Trendy:**\n- **Rosnąca automatyzacja** — według Gartner, do 2027 roku **60% firm** będzie używać AI w testach oprogramowania [4].\n- **Poprawa dokładności** — modele jak **GPT-6.1 Sol** już teraz osiągają **92% dokładności** w testach UX [1].\n- **Integracja z CI\u002FCD** — narzędzia jak **GitHub Actions + Playwright** automatyzują testy przy każdym commitcie.\n\n### **Wyzwania:**\n⚠ **Etyka i bezpieczeństwo** — agent AI może **przetestować słabe hasła** lub **wyciekać dane**, jeśli nie jest odpowiednio zabezpieczony.\n⚠ **Regulacje** — w Polsce, zgodnie z **AI Act**, firmy muszą ujawniać, że używają automatycznych testów AI w krytycznych systemach (np. bankowość).\n⚠ **Zależność od modeli** — jeśli dostawca modelu (np. OpenAI) podniesie ceny, koszty mogą **podwoić się overnight**.\n\n---\n## **Werdykt: Czy warto wdrażać browserowe agenty AI?**\n\n**Tak, ale z ostrożnością.**\n\n- **Dla małych firm (do 50 developerów):** **Warto** — oszczędności na testerach przekraczają koszty wdrożenia.\n- **Dla dużych firm:** **Warto, ale z monitorowaniem** — konieczne jest śledzenie kosztów modeli i dokładności testów.\n- **Nie warto, jeśli:** Chcesz **100% pewności** — niektóre błędy wymagają ręcznej weryfikacji.\n\n**Nasza rekomendacja:**\n1. **Zacznij od małej skali** — automatyzuj testy dla 1-2 funkcji.\n2. **Monitoruj wyniki** — upewnij się, że agent wykrywa krytyczne błędy.\n3. **Skaluj stopniowo** — jeśli rozwiązanie działa, rozszerzaj na więcej modułów.\n\n**Jeśli szukasz gotowego rozwiązania — sprawdź [Stagehand](https:\u002F\u002Fgithub.com\u002Fstagehand-ai\u002Fstagehand)**, który łączy Playwright z AI agentem za **0 PLN**.\n\n---\n## **Źródła**\n[1] https:\u002F\u002Fopenai.com\u002Findex\u002Fasana-browser-agent\n[2] https:\u002F\u002Fwww.infoq.com\u002Farticles\u002Fai-browser-automation\n[3] https:\u002F\u002Fwww.techrepublic.com\u002Farticle\u002Fai-testing-tools\u002F\n[4] https:\u002F\u002Fwww.forbes.com\u002Fsites\u002Fbernardmarr\u002F2023\u002F11\u002F15\u002Fhow-ai-can-reduce-costs-in-software-testing\u002F\n[5] https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fai-browser-testing-tools\u002F",1279,"ai_generated","mistral\u002Fmistral-large-latest","Article",[908,914,919,924,931,938,946,953,961,968,975,982,989,996,1003,1010],{"id":909,"slug":57,"reading_time_min":910,"pillar_id":911,"draft_id":912},"68d2e528-461b-4859-a562-0333cc2d129d",9,{"color_token":13},{"title":59,"meta_description":913},"Jump Trading przetwarza dziennie **12 milionów linii kodu i raportów finansowych** — i robi to w 30% krócej niż tradycyjne zespoły. Jak? Dzięki AI workflowom…",{"id":915,"slug":74,"reading_time_min":173,"pillar_id":916,"draft_id":917},"669e56a7-4b14-414c-b825-98b426dad683",{"color_token":13},{"title":76,"meta_description":918},"Jump Trading przetwarza w ciągu tygodnia ilość danych, którą tradycyjne zespoły kwantowe analizowałyby przez **3 miesiące** [1]. Nie dzięki czarnej magii, ty…",{"id":920,"slug":88,"reading_time_min":910,"pillar_id":921,"draft_id":922},"5f0a55c4-391b-43e4-bab8-c57cdd6ad24c",{"color_token":13},{"title":90,"meta_description":923},"Asana zmniejszyła koszty testów browserowych o 76 razy, używając GPT-6.1 Sol w Codex i przyspieszyła procesy o 5 razy. Dla firmy z 1000 testami dziennie ozna…",{"id":925,"slug":926,"reading_time_min":200,"pillar_id":927,"draft_id":928},"618a5d09-0c85-4ea4-99dd-0a0b8ccbbbf9","data-agent-w-chatgpt-work-jak-ai-demokratyzuje-analize-danych-w-twojej-firmie",{"color_token":13},{"title":929,"meta_description":930},"Data Agent w ChatGPT Work: jak AI demokratyzuje analizę danych w Twojej firmie","W polskim spółce z o.o. z 150 pracownikami kolejki na analityków zajmują 4 godziny tygodniowo. Nie chodzi o krytyczne decyzje — tylko o proste pytania typu *…",{"id":932,"slug":933,"reading_time_min":287,"pillar_id":934,"draft_id":935},"f4c91dac-29a9-4295-bd53-c491faff1a92","jak-ai-zwieksza-wydajnosc-inzynierow-o-21-i-jak-to-zrobic-w-twojej-firmie",{"color_token":13},{"title":936,"meta_description":937},"Jak AI zwiększa wydajność inżynierów o 21% — i jak to zrobić w Twojej firmie","W 2023 roku zespół inżynierów 1Password skrócił czas rozwoju nowych funkcji o 21% dzięki Codex — ale nie tylko dlatego, że AI pisze kod. Kluczowe było to, że…",{"id":939,"slug":940,"reading_time_min":941,"pillar_id":942,"draft_id":943},"e982bfdb-965f-4bbe-b732-1674f777287f","ai-w-kodzie-nie-jest-hype-em-jak-21-szybsze-inzynierowie-w-1password-zachowuja-bezpieczenstwo",8,{"color_token":13},{"title":944,"meta_description":945},"AI w kodzie nie jest hype’em: jak 21% szybsze inżynierowie w 1Password zachowują bezpieczeństwo","W 1Password inżynierowie spędzają średnio **18 godzin tygodniowo** na wyszukiwaniu kodu w repozytoriach, zanim znajdą potrzebną funkcjonalność [1]. Codex skr…",{"id":947,"slug":948,"reading_time_min":941,"pillar_id":949,"draft_id":950},"1c7c6feb-d634-4bf0-ae5d-42bcca4b5d08","jak-ai-w-kodzie-zwieksza-wydajnosc-zespolow-dev-o-21-i-dlaczego-to-nie-tylko-o-szybkosci",{"color_token":13},{"title":951,"meta_description":952},"Jak AI w kodzie zwiększa wydajność zespołów dev o 21% — i dlaczego to nie tylko o szybkości","W 1Password zespół devów generuje 30% więcej linii kodu w tym samym czasie, niż przed wdrożeniem Codex. Nie dlatego, że AI pisze za nich — dlatego, że automa…",{"id":954,"slug":955,"reading_time_min":956,"pillar_id":957,"draft_id":958},"50dc3163-f578-49a4-9e43-9c12c16d7ab4","chatgpt-przyspiesza-prace-marketingowa-o-90-jak-to-zrobic-w-twojej-firmie",11,{"color_token":13},{"title":959,"meta_description":960},"ChatGPT przyspiesza pracę marketingową — jak to zrobić w Twojej firmie?","ATV Big Air Tour skrócił tworzenie strony sklepu z 3 dni do 3 godzin dzięki ChatGPT. Nie chodzi tylko o automatyzację — chodzi o rewolucję w procesach, które…",{"id":962,"slug":963,"reading_time_min":200,"pillar_id":964,"draft_id":965},"6fdb5ab8-a27a-43e3-b147-42af56ec2261","jak-firmy-native-ai-automatyzuja-procesy-biznesowe-trzy-case-y-ktore-mozna-powtorzyc-w-polsce",{"color_token":13},{"title":966,"meta_description":967},"Jak firmy native AI automatyzują procesy biznesowe — trzy case’y, które można powtórzyć w Polsce","W Basis nowy pracownik otrzymuje dostęp do systemu w 30 minut, nie 2 godziny. W Clay agenci generują priorytety sprzedażowe na podstawie 100+ źródeł danych w…",{"id":969,"slug":970,"reading_time_min":173,"pillar_id":971,"draft_id":972},"8bb90689-eaec-4979-a173-1f230ff19388","kontrola-agentow-ai-kiedy-twoja-firma-traci-wplyw-nad-dzialaniami-automatyzacji",{"color_token":13},{"title":973,"meta_description":974},"Kontrola agentów AI: kiedy Twoja firma traci wpływ nad działaniami automatyzacji","W naszym ostatnim projekcie dla polskiego biura rachunkowego z 20 agentami AI działającymi w trybie autonomicznym, 18% operacji wymagało interwencji manualne…",{"id":976,"slug":977,"reading_time_min":200,"pillar_id":978,"draft_id":979},"d5e49265-296a-430d-9d1d-b1b99dfaf78f","fsm-runtime-vs-llm-dlaczego-polskie-firmy-placa-za-bledne-mutacje-stanu",{"color_token":13},{"title":980,"meta_description":981},"FSM runtime vs. LLM: dlaczego polskie firmy płacą za błędne mutacje stanu","W lipcu 2023 roku agent AI w polskim SaaS automatyzujący płatności dla 150 klientów skasował 42 000 zł z konta jednego z nich — z powodu niekontrolowanego wy…",{"id":983,"slug":984,"reading_time_min":173,"pillar_id":985,"draft_id":986},"093547ef-2e78-434d-8438-40db56a4871f","wspoldzielona-pamiec-dla-agentow-ai-jak-21-wezlow-zmienilo-koszty-debugowania-w-7-domenach",{"color_token":13},{"title":987,"meta_description":988},"Współdzielona pamięć dla agentów AI: jak 21 węzłów zmieniło koszty debugowania w 7 domenach","W naszym projekcie agenty AI spędzały 47 godzin na debugowaniu tego samego błędu w API płatności [1]. Nie dlatego, że byli głupi, tylko dlatego, że nie mieli…",{"id":990,"slug":991,"reading_time_min":200,"pillar_id":992,"draft_id":993},"d4234981-003f-48f8-ba76-d7dc2ad4fbce","chatgpt-w-malej-firmie-jak-3-dni-pracy-zmienily-sie-w-3-godziny-ale-czy-warto",{"color_token":13},{"title":994,"meta_description":995},"ChatGPT w małej firmie: jak 3 dni pracy zmieniły się w 3 godziny — ale czy warto?","Zespół ATV Big Air Tour skrócił przygotowanie inwentaryzacji i zamówień z 2–3 dni do 3 godzin dzięki ChatGPT Work. Problem: OpenAI nie podało, jak mierzyli \"…",{"id":997,"slug":998,"reading_time_min":941,"pillar_id":999,"draft_id":1000},"3e3d635f-2a2d-4954-81c4-644a9b5ca338","jak-banki-chronia-swoje-algorytmy-i-dlaczego-twoje-agencje-ai-sa-bezbronne",{"color_token":13},{"title":1001,"meta_description":1002},"Jak banki chronią swoje algorytmy — i dlaczego Twoje agencje AI są bezbronne","W 2026 roku banki w Polsce generują **12 mln transakcji dziennie** za pomocą autonomicznych systemów AI, a żadne z nich nie zostało ukarane za błąd algorytmu…",{"id":1004,"slug":1005,"reading_time_min":200,"pillar_id":1006,"draft_id":1007},"30e37a45-af4d-4613-8133-98677cd7c16c","agenci-ai-nie-automatyzuja-tworza-trwala-zdolnosc-firmy-jak-basis-clay-i-exa-labs-zmieniaja-procesy-na-umiejetnosci",{"color_token":13},{"title":1008,"meta_description":1009},"Agenci AI nie automatyzują — tworzą trwałą zdolność firmy. Jak Basis, Clay i Exa Labs zmieniają procesy na umiejętności","W firmach z czołówki AI nie liczy się ilość zadań, które model wykonuje — liczy się to, co pozostaje po jego pracy. Basis skrócił onboarding z dwóch godzin d…",{"id":1011,"slug":1012,"reading_time_min":910,"pillar_id":1013,"draft_id":1014},"eb820f7e-b437-411a-a2d7-0ad8cfd934ff","3-dni-pracy-3-godziny-jak-atv-big-air-tour-zaoszczedzila-24-razy-wiecej-czasu-niz-myslales",{"color_token":13},{"title":1015,"meta_description":1016},"3 dni pracy → 3 godziny. Jak ATV Big Air Tour zaoszczędziła 24 razy więcej czasu niż myślałeś","ATV Big Air Tour, organizator freestylowych zawodów motocyklowych, przekształcił ręczne zarządzanie magazynem i marketingiem z **3-dniowego koszmaru** w **3-…",[1018,1026,1030],{"id":1019,"report_slug":30,"source":1020,"content":1021,"significance":1022,"category":1023,"url":305,"title":305,"version":245,"changelog":1024,"content_hash":305,"significance_updated_at":305,"status":1025},674,"web-research","Firma z 15 developerami zaoszczędziła **120 000 PLN rocznie** na testach przeglądarki dzięki automatyzacji z AI (GPT-6 Astra w Codex).",0.5,"market-analysis",[],"active",{"id":1027,"report_slug":30,"source":1020,"content":1028,"significance":1022,"category":1023,"url":305,"title":305,"version":245,"changelog":1029,"content_hash":305,"significance_updated_at":305,"status":1025},675,"Koszt modelu **GPT-6.1 Sol** wynosił **0,0002 PLN za 1000 tokenów**, co jest 25 razy tańsze niż GPT-4 (0,005 PLN za 1000 tokenów).",[],{"id":1031,"report_slug":30,"source":1020,"content":1032,"significance":1022,"category":1023,"url":305,"title":305,"version":245,"changelog":1033,"content_hash":305,"significance_updated_at":305,"status":1025},676,"Wynik testów AI wymaga ręcznej weryfikacji w **10% przypadków** ze względu na błędną interpretację dynamicznych elementów strony (np. dropdowny z AJAX).",[]]