[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"$ffFUljuElgdP-i1mZ4wzexYr4TTvUKDDrmCNWTaL4Fwo":3,"$f-gwIXJgDGgGv9bmRu29vUWmMAqDVQVCWspFuwnTv5fs":28,"$fs8386zdAUI-Rj5TzVbzTerjIHduHTXuIcIJmyYrxqs0":129,"notifications-unread":302,"$fu1XyCt6K85hViEnIZNmnf_5kgBrL629_pki_ZgM60lA":872,"$ftzdbDR-zBARirz_tbu0T9fHzIq7x5oss2LKgwrSjhbw":893,"atoms-jak-data-agent-w-chatgpt-work-oszczedza-20-30-czasu-analitykow-bez-kodowania":1000},[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",[29,34,39,44,49,54,59,64,69,74,79,84,89,94,99,104,109,114,119,124],{"slug":30,"draft_id":31,"pillar_id":33},"jak-data-agent-w-chatgpt-work-pozwala-firmom-bezprogramistom-odkrywac-biznesowe-wskazniki-w-15-minut",{"title":32},"Jak Data Agent w ChatGPT Work pozwala firmom bezprogramistom odkrywać biznesowe wskaźniki w 15 minut",{"name":7},{"slug":35,"draft_id":36,"pillar_id":38},"jak-zautomatyzowac-analize-danych-w-twojej-firmie-bez-it-i-zaoszczedzic-40-budzetu",{"title":37},"Jak zautomatyzować analizę danych w Twojej firmie bez IT — i zaoszczędzić 40% budżetu",{"name":7},{"slug":40,"draft_id":41,"pillar_id":43},"data-agent-w-chatgpt-work-jak-ai-demokratyzuje-analize-danych-w-twojej-firmie",{"title":42},"Data Agent w ChatGPT Work: jak AI demokratyzuje analizę danych w Twojej firmie",{"name":12},{"slug":45,"draft_id":46,"pillar_id":48},"data-agent-w-chatgpt-work-jak-polskie-firmy-odkrywaja-30-oszczednosci-bez-kodowania",{"title":47},"Data Agent w ChatGPT Work: jak polskie firmy odkrywają 30% oszczędności bez kodowania",{"name":7},{"slug":50,"draft_id":51,"pillar_id":53},"jak-data-agent-w-chatgpt-work-oszczedza-20-30-czasu-analitykow-bez-kodowania",{"title":52},"Jak Data Agent w ChatGPT Work oszczędza 20–30% czasu analityków — bez kodowania",{"name":7},{"slug":55,"draft_id":56,"pillar_id":58},"jak-ai-zwieksza-wydajnosc-inzynierow-o-21-i-jak-to-zrobic-w-twojej-firmie",{"title":57},"Jak AI zwiększa wydajność inżynierów o 21% — i jak to zrobić w Twojej firmie",{"name":12},{"slug":60,"draft_id":61,"pillar_id":63},"ai-w-kodzie-nie-jest-hype-em-jak-21-szybsze-inzynierowie-w-1password-zachowuja-bezpieczenstwo",{"title":62},"AI w kodzie nie jest hype’em: jak 21% szybsze inżynierowie w 1Password zachowują bezpieczeństwo",{"name":12},{"slug":65,"draft_id":66,"pillar_id":68},"jak-ai-w-kodzie-zwieksza-wydajnosc-zespolow-dev-o-21-i-dlaczego-to-nie-tylko-o-szybkosci",{"title":67},"Jak AI w kodzie zwiększa wydajność zespołów dev o 21% — i dlaczego to nie tylko o szybkości",{"name":12},{"slug":70,"draft_id":71,"pillar_id":73},"chatgpt-przyspiesza-prace-marketingowa-o-90-jak-to-zrobic-w-twojej-firmie",{"title":72},"ChatGPT przyspiesza pracę marketingową — jak to zrobić w Twojej firmie?",{"name":12},{"slug":75,"draft_id":76,"pillar_id":78},"jak-firmy-native-ai-automatyzuja-procesy-biznesowe-trzy-case-y-ktore-mozna-powtorzyc-w-polsce",{"title":77},"Jak firmy native AI automatyzują procesy biznesowe — trzy case’y, które można powtórzyć w Polsce",{"name":12},{"slug":80,"draft_id":81,"pillar_id":83},"kontrola-agentow-ai-kiedy-twoja-firma-traci-wplyw-nad-dzialaniami-automatyzacji",{"title":82},"Kontrola agentów AI: kiedy Twoja firma traci wpływ nad działaniami automatyzacji",{"name":12},{"slug":85,"draft_id":86,"pillar_id":88},"fsm-runtime-vs-llm-dlaczego-polskie-firmy-placa-za-bledne-mutacje-stanu",{"title":87},"FSM runtime vs. LLM: dlaczego polskie firmy płacą za błędne mutacje stanu",{"name":12},{"slug":90,"draft_id":91,"pillar_id":93},"google-search-zmienil-sie-na-zawsze-co-to-znaczy-dla-twojej-witryny",{"title":92},"Google Search się zmienił — co to znaczy dla Twojej witryny?",{"name":17},{"slug":95,"draft_id":96,"pillar_id":98},"csv-do-raportu-dla-zarzadu-w-30-minut-bez-excela-bez-bolu-glowy",{"title":97},"CSV do raportu dla zarządu w 30 minut — bez Excela, bez bólu głowy",{"name":22},{"slug":100,"draft_id":101,"pillar_id":103},"jak-zbudowac-wlasny-pipeline-grafow-wiedzy-z-tekstu-w-6-krokach-i-kiedy-to-nie-warto",{"title":102},"Jak zbudować własny pipeline grafów wiedzy z tekstu w 6 krokach (i kiedy to nie warto)",{"name":22},{"slug":105,"draft_id":106,"pillar_id":108},"wspoldzielona-pamiec-dla-agentow-ai-jak-21-wezlow-zmienilo-koszty-debugowania-w-7-domenach",{"title":107},"Współdzielona pamięć dla agentów AI: jak 21 węzłów zmieniło koszty debugowania w 7 domenach",{"name":12},{"slug":110,"draft_id":111,"pillar_id":113},"chatgpt-w-malej-firmie-jak-3-dni-pracy-zmienily-sie-w-3-godziny-ale-czy-warto",{"title":112},"ChatGPT w małej firmie: jak 3 dni pracy zmieniły się w 3 godziny — ale czy warto?",{"name":12},{"slug":115,"draft_id":116,"pillar_id":118},"jak-banki-chronia-swoje-algorytmy-i-dlaczego-twoje-agencje-ai-sa-bezbronne",{"title":117},"Jak banki chronią swoje algorytmy — i dlaczego Twoje agencje AI są bezbronne",{"name":12},{"slug":120,"draft_id":121,"pillar_id":123},"agenci-ai-nie-automatyzuja-tworza-trwala-zdolnosc-firmy-jak-basis-clay-i-exa-labs-zmieniaja-procesy-na-umiejetnosci",{"title":122},"Agenci AI nie automatyzują — tworzą trwałą zdolność firmy. Jak Basis, Clay i Exa Labs zmieniają procesy na umiejętności",{"name":12},{"slug":125,"draft_id":126,"pillar_id":128},"3-dni-pracy-3-godziny-jak-atv-big-air-tour-zaoszczedzila-24-razy-wiecej-czasu-niz-myslales",{"title":127},"3 dni pracy → 3 godziny. Jak ATV Big Air Tour zaoszczędziła 24 razy więcej czasu niż myślałeś",{"name":12},[130,162,188,214,239,260,280],{"id":131,"label":132,"label_en":133,"icon":134,"subcategories":135,"count":161},"generowanie-tresci","Generowanie treści","Content Generation","pen-tool",[136,141,146,151,156],{"id":137,"label":138,"description":139,"count":140},"tekst-llm","Tekst i LLM","Chatboty, asystenci pisania, generatory copy, parafrazy",28,{"id":142,"label":143,"description":144,"count":145},"obrazy-design","Obrazy i design","Generowanie obrazów, edycja zdjęć, design graficzny",115,{"id":147,"label":148,"description":149,"count":150},"wideo-animacja","Wideo i animacja","Generowanie wideo, edycja, animacja AI",58,{"id":152,"label":153,"description":154,"count":155},"audio-mowa","Audio i mowa","TTS, voice cloning, generowanie muzyki, podcasty AI",43,{"id":157,"label":158,"description":159,"count":160},"kodowanie","Kodowanie","Asystenci kodowania, generacja kodu, code review",18,262,{"id":163,"label":164,"label_en":165,"icon":166,"subcategories":167,"count":187},"automatyzacja","Automatyzacja","Automation","zap",[168,172,177,182],{"id":169,"label":170,"description":171,"count":155},"workflow","Workflow i integracje","Automatyzacja procesów, integracje API, no-code",{"id":173,"label":174,"description":175,"count":176},"agenci-ai","Agenci AI","Autonomiczni agenci, frameworki agentowe, MCP",51,{"id":178,"label":179,"description":180,"count":181},"web-scraping","Web scraping i harvesting","Ekstrakcja danych, scraping, monitoring stron",6,{"id":183,"label":184,"description":185,"count":186},"rpa","RPA i automatyzacja biura","Robotic Process Automation, automatyzacja zadań biurowych",0,100,{"id":189,"label":190,"label_en":191,"icon":192,"subcategories":193,"count":213},"biznes-marketing","Biznes i marketing","Business & Marketing","briefcase",[194,199,204,209],{"id":195,"label":196,"description":197,"count":198},"marketing-seo","Marketing i SEO","SEO, content marketing, reklamy, social media",76,{"id":200,"label":201,"description":202,"count":203},"sprzedaz-crm","Sprzedaż i CRM","CRM AI, lead generation, sales automation",39,{"id":205,"label":206,"description":207,"count":208},"analityka","Analityka i BI","Business Intelligence, analiza danych, raportowanie",7,{"id":210,"label":211,"description":212,"count":181},"finanse-ksiegowosc","Finanse i księgowość","Automatyzacja finansów, fakturowanie, księgowość AI",128,{"id":215,"label":216,"label_en":217,"icon":218,"subcategories":219,"count":203},"produktywnosc","Produktywność","Productivity","check-square",[220,224,229,234],{"id":221,"label":222,"description":223,"count":208},"asystenci","Asystenci AI","Asystenci osobisti, AI chat, asystenci głosowi",{"id":225,"label":226,"description":227,"count":228},"notatniki-pm","Notatniki i zarządzanie projektami","AI note-taking, project management, organizacja pracy",23,{"id":230,"label":231,"description":232,"count":233},"komunikacja","Komunikacja i email","Email AI, komunikacja zespołowa, kalendarze",5,{"id":235,"label":236,"description":237,"count":238},"research-wiedza","Research i zarządzanie wiedzą","Research AI, bazy wiedzy, zarządzanie dokumentami",4,{"id":240,"label":241,"label_en":242,"icon":243,"subcategories":244,"count":259},"edukacja-nauka","Edukacja i nauka","Education & Science","book-open",[245,249,254],{"id":246,"label":247,"description":248,"count":228},"e-learning","E-learning i kursy","Platformy edukacyjne, generacja kursów, tutoring AI",{"id":250,"label":251,"description":252,"count":253},"jezyki","Nauka języków","Aplikacje do nauki języków, translatory, konwersacje AI",1,{"id":255,"label":256,"description":257,"count":258},"akademia-research","Badania naukowe","Research akademicki, analiza publikacji, cytowania",2,26,{"id":261,"label":262,"label_en":263,"icon":264,"subcategories":265,"count":279},"infrastruktura","Infrastruktura i API","Infrastructure & API","server",[266,271,275],{"id":267,"label":268,"description":269,"count":270},"api-modele","API i modele","API LLM, hosting modeli, platformy AI",19,{"id":272,"label":273,"description":274,"count":238},"mcp-serwery","MCP i narzędzia deweloperskie","Model Context Protocol, SDK, frameworki AI",{"id":276,"label":277,"description":278,"count":253},"bezpieczenstwo","Bezpieczeństwo i compliance","AI security, monitoring, compliance, governance",24,{"id":281,"label":282,"label_en":283,"icon":284,"subcategories":285,"count":301},"pozostale","Pozostałe","Other","more-horizontal",[286,291,296],{"id":287,"label":288,"description":289,"count":290},"wykrywanie-ai","Wykrywanie AI","AI content detection, deepfake detection, watermarking",13,{"id":292,"label":293,"description":294,"count":295},"rozrywka","Rozrywka i lifestyle","AI w rozrywce, randki, gry, kreatywność",10,{"id":297,"label":298,"description":299,"count":300},"inne","Inne","Nieskategoryzowane narzędzia AI",12,35,{"data":303},[304,315,323,331,339,347,355,362,370,378,385,390,395,399,404,409,414,423,428,433,437,441,445,449,452,457,460,463,471,479,487,495,503,511,519,524,532,537,542,547,552,557,564,567,571,574,578,581,585,589,593,596,600,603,606,610,614,618,626,629,633,641,645,648,652,659,663,670,678,685,692,696,704,712,716,721,725,729,733,741,749,753,758,762,769,773,780,787,795,802,808,815,822,829,833,840,847,854,861,868],{"id":305,"type":306,"title":307,"body":308,"tool_name":309,"z2u_price":310,"z2u_url":311,"status":312,"read_at":313,"created_at":314},549,"price_drop","💰 Inspire Sales Academy — spadek ceny","Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €218.95 (regular: €547.95) | Rabat: 60%","Inspire Sales Academy",218.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Finspire-sales-academy","unread",null,"2026-09-11T04:15:25.888Z",{"id":316,"type":306,"title":317,"body":318,"tool_name":319,"z2u_price":320,"z2u_url":321,"status":312,"read_at":313,"created_at":322},548,"💰 LightPDF — spadek ceny","Platforma: Dealify | Kategoria: Productivity | Cena: €114.95 (regular: €218.95) | Rabat: 47%","LightPDF",114.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Flightpdf","2026-09-11T04:15:14.508Z",{"id":324,"type":306,"title":325,"body":326,"tool_name":327,"z2u_price":328,"z2u_url":329,"status":312,"read_at":313,"created_at":330},547,"💰 International Open Academy — spadek ceny","Platforma: Dealify | Kategoria: Productivity | Cena: €196.95 (regular: €438.95) | Rabat: 55%","International Open Academy",196.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Finternational-open-academy","2026-09-11T04:15:14.375Z",{"id":332,"type":306,"title":333,"body":334,"tool_name":335,"z2u_price":336,"z2u_url":337,"status":312,"read_at":313,"created_at":338},546,"💰 FlashBooks — spadek ceny","Platforma: Dealify | Kategoria: Productivity | Cena: €273.95 (regular: €1910.95) | Rabat: 86%","FlashBooks",273.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fflashbooks","2026-09-11T04:15:14.218Z",{"id":340,"type":306,"title":341,"body":342,"tool_name":343,"z2u_price":344,"z2u_url":345,"status":312,"read_at":313,"created_at":346},545,"💰 4K Bundle — spadek ceny","Platforma: Dealify | Kategoria: Productivity | Cena: €57.95 (regular: €76.95) | Rabat: 25%","4K Bundle",57.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002F4k-bundle","2026-09-11T04:15:13.651Z",{"id":348,"type":306,"title":349,"body":350,"tool_name":351,"z2u_price":352,"z2u_url":353,"status":312,"read_at":313,"created_at":354},544,"💰 Paddle CRM — spadek ceny","Platforma: Dealify | Kategoria: Business | Cena: €326.95 (regular: €3260.95) | Rabat: 90%","Paddle CRM",326.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fpaddle-crm","2026-09-11T04:15:11.228Z",{"id":356,"type":306,"title":357,"body":358,"tool_name":359,"z2u_price":310,"z2u_url":360,"status":312,"read_at":313,"created_at":361},543,"💰 devActivity — spadek ceny","Platforma: Dealify | Kategoria: Developer Tools | Cena: €218.95 (regular: €1087.95) | Rabat: 80%","devActivity","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fdevactivity","2026-09-11T04:15:07.281Z",{"id":363,"type":306,"title":364,"body":365,"tool_name":366,"z2u_price":367,"z2u_url":368,"status":312,"read_at":313,"created_at":369},542,"💰 Immortell — spadek ceny","Platforma: Dealify | Kategoria: AI | Cena: €328.95 (regular: €988.95) | Rabat: 67%","Immortell",328.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fimmortell","2026-09-11T04:15:03.752Z",{"id":371,"type":306,"title":372,"body":373,"tool_name":374,"z2u_price":375,"z2u_url":376,"status":312,"read_at":313,"created_at":377},541,"💰 Copyseeker — spadek ceny","Platforma: Dealify | Kategoria: AI | Cena: €148.95 (regular: €494.95) | Rabat: 70%","Copyseeker",148.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fcopyseeker","2026-09-11T04:15:03.475Z",{"id":379,"type":306,"title":380,"body":381,"tool_name":382,"z2u_price":336,"z2u_url":383,"status":312,"read_at":313,"created_at":384},540,"💰 Architecto — spadek ceny","Platforma: Dealify | Kategoria: AI | Cena: €273.95 (regular: €922.95) | Rabat: 70%","Architecto","https:\u002F\u002Fdealify.com\u002Fproducts\u002Farchitecto","2026-09-11T04:15:02.489Z",{"id":386,"type":306,"title":307,"body":387,"tool_name":309,"z2u_price":388,"z2u_url":311,"status":312,"read_at":313,"created_at":389},539,"Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €217.95 (regular: €546.95) | Rabat: 60%",217.95,"2026-09-10T04:15:24.160Z",{"id":391,"type":306,"title":325,"body":392,"tool_name":327,"z2u_price":393,"z2u_url":329,"status":312,"read_at":313,"created_at":394},538,"Platforma: Dealify | Kategoria: Productivity | Cena: €195.95 (regular: €436.95) | Rabat: 55%",195.95,"2026-09-10T04:15:14.845Z",{"id":396,"type":306,"title":357,"body":397,"tool_name":359,"z2u_price":388,"z2u_url":360,"status":312,"read_at":313,"created_at":398},537,"Platforma: Dealify | Kategoria: Developer Tools | Cena: €217.95 (regular: €1083.95) | Rabat: 80%","2026-09-10T04:15:07.725Z",{"id":400,"type":306,"title":317,"body":401,"tool_name":319,"z2u_price":402,"z2u_url":321,"status":312,"read_at":313,"created_at":403},536,"Platforma: Dealify | Kategoria: Productivity | Cena: €113.95 (regular: €218.95) | Rabat: 48%",113.95,"2026-09-09T04:15:14.069Z",{"id":405,"type":306,"title":341,"body":406,"tool_name":343,"z2u_price":407,"z2u_url":345,"status":312,"read_at":313,"created_at":408},535,"Platforma: Dealify | Kategoria: Productivity | Cena: €56.95 (regular: €76.95) | Rabat: 26%",56.95,"2026-09-09T04:15:13.311Z",{"id":410,"type":306,"title":333,"body":411,"tool_name":335,"z2u_price":412,"z2u_url":337,"status":312,"read_at":313,"created_at":413},534,"Platforma: Dealify | Kategoria: Productivity | Cena: €272.95 (regular: €1906.95) | Rabat: 86%",272.95,"2026-09-08T04:15:17.150Z",{"id":415,"type":416,"title":417,"body":418,"tool_name":419,"z2u_price":420,"z2u_url":421,"status":312,"read_at":313,"created_at":422},533,"new_tool_found","🆕 OmniSignal MCP — €86.95 (-77%)","Platforma: Dealify | Kategoria: Business | Cena: €86.95 (regular: €383.95) | Rabat: 77%","OmniSignal MCP",86.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fomnisignal-mcp","2026-09-08T04:15:15.178Z",{"id":424,"type":306,"title":364,"body":425,"tool_name":366,"z2u_price":426,"z2u_url":368,"status":312,"read_at":313,"created_at":427},532,"Platforma: Dealify | Kategoria: AI | Cena: €327.95 (regular: €986.95) | Rabat: 67%",327.95,"2026-09-08T04:15:04.320Z",{"id":429,"type":306,"title":372,"body":430,"tool_name":374,"z2u_price":431,"z2u_url":376,"status":312,"read_at":313,"created_at":432},531,"Platforma: Dealify | Kategoria: AI | Cena: €147.95 (regular: €493.95) | Rabat: 70%",147.95,"2026-09-08T04:15:04.075Z",{"id":434,"type":306,"title":380,"body":435,"tool_name":382,"z2u_price":412,"z2u_url":383,"status":312,"read_at":313,"created_at":436},530,"Platforma: Dealify | Kategoria: AI | Cena: €272.95 (regular: €920.95) | Rabat: 70%","2026-09-08T04:15:03.132Z",{"id":438,"type":306,"title":364,"body":439,"tool_name":366,"z2u_price":367,"z2u_url":368,"status":312,"read_at":313,"created_at":440},529,"Platforma: Dealify | Kategoria: AI | Cena: €328.95 (regular: €987.95) | Rabat: 67%","2026-09-07T04:15:03.883Z",{"id":442,"type":306,"title":333,"body":443,"tool_name":335,"z2u_price":336,"z2u_url":337,"status":312,"read_at":313,"created_at":444},528,"Platforma: Dealify | Kategoria: Productivity | Cena: €273.95 (regular: €1908.95) | Rabat: 86%","2026-09-05T04:15:14.983Z",{"id":446,"type":306,"title":380,"body":447,"tool_name":382,"z2u_price":336,"z2u_url":383,"status":312,"read_at":313,"created_at":448},527,"Platforma: Dealify | Kategoria: AI | Cena: €273.95 (regular: €921.95) | Rabat: 70%","2026-09-05T04:15:03.481Z",{"id":450,"type":306,"title":333,"body":411,"tool_name":335,"z2u_price":412,"z2u_url":337,"status":312,"read_at":313,"created_at":451},526,"2026-09-04T04:15:14.117Z",{"id":453,"type":306,"title":349,"body":454,"tool_name":351,"z2u_price":455,"z2u_url":353,"status":312,"read_at":313,"created_at":456},525,"Platforma: Dealify | Kategoria: Business | Cena: €325.95 (regular: €3255.95) | Rabat: 90%",325.95,"2026-09-04T04:15:11.310Z",{"id":458,"type":306,"title":364,"body":425,"tool_name":366,"z2u_price":426,"z2u_url":368,"status":312,"read_at":313,"created_at":459},524,"2026-09-04T04:15:03.910Z",{"id":461,"type":306,"title":380,"body":435,"tool_name":382,"z2u_price":412,"z2u_url":383,"status":312,"read_at":313,"created_at":462},523,"2026-09-04T04:15:02.758Z",{"id":464,"type":306,"title":465,"body":466,"tool_name":467,"z2u_price":468,"z2u_url":469,"status":312,"read_at":313,"created_at":470},522,"💰 ShareLinkPro — spadek ceny","Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €54.95 (regular: €219.95) | Rabat: 75%","ShareLinkPro",54.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fsharelinkpro","2026-09-03T04:15:26.705Z",{"id":472,"type":416,"title":473,"body":474,"tool_name":475,"z2u_price":476,"z2u_url":477,"status":312,"read_at":313,"created_at":478},521,"🆕 Glanc AI — €75.95 (-90%)","Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €75.95 (regular: €757.95) | Rabat: 90%","Glanc AI",75.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fglanc-ai","2026-09-03T04:15:25.542Z",{"id":480,"type":306,"title":481,"body":482,"tool_name":483,"z2u_price":484,"z2u_url":485,"status":312,"read_at":313,"created_at":486},520,"💰 SwifDoo PDF — spadek ceny","Platforma: Dealify | Kategoria: Productivity | Cena: €65.95 (regular: €698.95) | Rabat: 91%","SwifDoo PDF",65.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fswifdoo-pdf","2026-09-03T04:15:18.051Z",{"id":488,"type":306,"title":489,"body":490,"tool_name":491,"z2u_price":492,"z2u_url":493,"status":312,"read_at":313,"created_at":494},519,"💰 PDF Expert — spadek ceny","Platforma: Dealify | Kategoria: Productivity | Cena: €87.95 (regular: €153.95) | Rabat: 43%","PDF Expert",87.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fpdf-expert","2026-09-03T04:15:17.405Z",{"id":496,"type":306,"title":497,"body":498,"tool_name":499,"z2u_price":500,"z2u_url":501,"status":312,"read_at":313,"created_at":502},518,"💰 PasswordLink — spadek ceny","Platforma: Dealify | Kategoria: Productivity | Cena: €109.95 (regular: €877.95) | Rabat: 87%","PasswordLink",109.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fpasswordlink","2026-09-03T04:15:17.258Z",{"id":504,"type":306,"title":505,"body":506,"tool_name":507,"z2u_price":508,"z2u_url":509,"status":312,"read_at":313,"created_at":510},517,"💰 Vital Tech Results Bundle — spadek ceny","Platforma: Dealify | Kategoria: Business | Cena: €164.95 (regular: €593.95) | Rabat: 72%","Vital Tech Results Bundle",164.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fvital-tech-results-bundle","2026-09-03T04:15:14.708Z",{"id":512,"type":306,"title":513,"body":514,"tool_name":515,"z2u_price":516,"z2u_url":517,"status":312,"read_at":313,"created_at":518},516,"💰 LinkedIM — spadek ceny","Platforma: Dealify | Kategoria: Social Media | Cena: €43.95 (regular: €438.95) | Rabat: 90%","LinkedIM",43.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Flinkedim","2026-09-03T04:15:11.842Z",{"id":520,"type":306,"title":465,"body":521,"tool_name":467,"z2u_price":522,"z2u_url":469,"status":312,"read_at":313,"created_at":523},515,"Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €55.95 (regular: €220.95) | Rabat: 75%",55.95,"2026-09-02T04:15:24.815Z",{"id":525,"type":416,"title":526,"body":527,"tool_name":528,"z2u_price":529,"z2u_url":530,"status":312,"read_at":313,"created_at":531},514,"🆕 FileLu — €163.95 (-58%)","Platforma: Dealify | Kategoria: Cloud | Cena: €163.95 (regular: €385.95) | Rabat: 58%","FileLu",163.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Ffilelu","2026-09-02T04:15:20.141Z",{"id":533,"type":306,"title":481,"body":534,"tool_name":483,"z2u_price":535,"z2u_url":485,"status":312,"read_at":313,"created_at":536},513,"Platforma: Dealify | Kategoria: Productivity | Cena: €66.95 (regular: €699.95) | Rabat: 90%",66.95,"2026-09-02T04:15:16.274Z",{"id":538,"type":306,"title":489,"body":539,"tool_name":491,"z2u_price":540,"z2u_url":493,"status":312,"read_at":313,"created_at":541},512,"Platforma: Dealify | Kategoria: Productivity | Cena: €88.95 (regular: €154.95) | Rabat: 43%",88.95,"2026-09-02T04:15:15.630Z",{"id":543,"type":306,"title":497,"body":544,"tool_name":499,"z2u_price":545,"z2u_url":501,"status":312,"read_at":313,"created_at":546},511,"Platforma: Dealify | Kategoria: Productivity | Cena: €110.95 (regular: €879.95) | Rabat: 87%",110.95,"2026-09-02T04:15:15.487Z",{"id":548,"type":306,"title":505,"body":549,"tool_name":507,"z2u_price":550,"z2u_url":509,"status":312,"read_at":313,"created_at":551},510,"Platforma: Dealify | Kategoria: Business | Cena: €165.95 (regular: €594.95) | Rabat: 72%",165.95,"2026-09-02T04:15:12.917Z",{"id":553,"type":306,"title":513,"body":554,"tool_name":515,"z2u_price":555,"z2u_url":517,"status":312,"read_at":313,"created_at":556},509,"Platforma: Dealify | Kategoria: Social Media | Cena: €44.95 (regular: €438.95) | Rabat: 90%",44.95,"2026-09-02T04:15:10.071Z",{"id":558,"type":416,"title":559,"body":560,"tool_name":561,"z2u_price":476,"z2u_url":562,"status":312,"read_at":313,"created_at":563},508,"🆕 WinnerAdSpy — €75.95 (-72%)","Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €75.95 (regular: €273.95) | Rabat: 72%","WinnerAdSpy","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fwinneradspy","2026-09-01T04:15:24.691Z",{"id":565,"type":306,"title":465,"body":466,"tool_name":467,"z2u_price":468,"z2u_url":469,"status":312,"read_at":313,"created_at":566},507,"2026-08-31T04:15:24.253Z",{"id":568,"type":306,"title":481,"body":569,"tool_name":483,"z2u_price":484,"z2u_url":485,"status":312,"read_at":313,"created_at":570},506,"Platforma: Dealify | Kategoria: Productivity | Cena: €65.95 (regular: €699.95) | Rabat: 91%","2026-08-31T04:15:15.842Z",{"id":572,"type":306,"title":489,"body":490,"tool_name":491,"z2u_price":492,"z2u_url":493,"status":312,"read_at":313,"created_at":573},505,"2026-08-31T04:15:15.158Z",{"id":575,"type":306,"title":497,"body":576,"tool_name":499,"z2u_price":500,"z2u_url":501,"status":312,"read_at":313,"created_at":577},504,"Platforma: Dealify | Kategoria: Productivity | Cena: €109.95 (regular: €878.95) | Rabat: 87%","2026-08-31T04:15:14.942Z",{"id":579,"type":306,"title":513,"body":514,"tool_name":515,"z2u_price":516,"z2u_url":517,"status":312,"read_at":313,"created_at":580},503,"2026-08-31T04:15:09.384Z",{"id":582,"type":306,"title":497,"body":583,"tool_name":499,"z2u_price":545,"z2u_url":501,"status":312,"read_at":313,"created_at":584},502,"Platforma: Dealify | Kategoria: Productivity | Cena: €110.95 (regular: €878.95) | Rabat: 87%","2026-08-30T04:15:14.482Z",{"id":586,"type":306,"title":465,"body":587,"tool_name":467,"z2u_price":522,"z2u_url":469,"status":312,"read_at":313,"created_at":588},501,"Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €55.95 (regular: €219.95) | Rabat: 75%","2026-08-29T04:15:24.868Z",{"id":590,"type":306,"title":307,"body":591,"tool_name":309,"z2u_price":310,"z2u_url":311,"status":312,"read_at":313,"created_at":592},500,"Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €218.95 (regular: €548.95) | Rabat: 60%","2026-08-29T04:15:23.903Z",{"id":594,"type":306,"title":481,"body":534,"tool_name":483,"z2u_price":535,"z2u_url":485,"status":312,"read_at":313,"created_at":595},499,"2026-08-29T04:15:16.331Z",{"id":597,"type":306,"title":489,"body":598,"tool_name":491,"z2u_price":540,"z2u_url":493,"status":312,"read_at":313,"created_at":599},498,"Platforma: Dealify | Kategoria: Productivity | Cena: €88.95 (regular: €153.95) | Rabat: 42%","2026-08-29T04:15:15.656Z",{"id":601,"type":306,"title":317,"body":318,"tool_name":319,"z2u_price":320,"z2u_url":321,"status":312,"read_at":313,"created_at":602},497,"2026-08-29T04:15:15.189Z",{"id":604,"type":306,"title":325,"body":326,"tool_name":327,"z2u_price":328,"z2u_url":329,"status":312,"read_at":313,"created_at":605},496,"2026-08-29T04:15:15.028Z",{"id":607,"type":306,"title":333,"body":608,"tool_name":335,"z2u_price":336,"z2u_url":337,"status":312,"read_at":313,"created_at":609},495,"Platforma: Dealify | Kategoria: Productivity | Cena: €273.95 (regular: €1913.95) | Rabat: 86%","2026-08-29T04:15:14.780Z",{"id":611,"type":306,"title":341,"body":612,"tool_name":343,"z2u_price":344,"z2u_url":345,"status":312,"read_at":313,"created_at":613},494,"Platforma: Dealify | Kategoria: Productivity | Cena: €57.95 (regular: €77.95) | Rabat: 26%","2026-08-29T04:15:14.223Z",{"id":615,"type":306,"title":349,"body":616,"tool_name":351,"z2u_price":352,"z2u_url":353,"status":312,"read_at":313,"created_at":617},493,"Platforma: Dealify | Kategoria: Business | Cena: €326.95 (regular: €3265.95) | Rabat: 90%","2026-08-29T04:15:11.816Z",{"id":619,"type":306,"title":620,"body":621,"tool_name":622,"z2u_price":623,"z2u_url":624,"status":312,"read_at":313,"created_at":625},492,"💰 LeadLocator — spadek ceny","Platforma: Dealify | Kategoria: Business | Cena: €185.95 (regular: €1858.95) | Rabat: 90%","LeadLocator",185.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fleadlocator","2026-08-29T04:15:11.460Z",{"id":627,"type":306,"title":513,"body":554,"tool_name":515,"z2u_price":555,"z2u_url":517,"status":312,"read_at":313,"created_at":628},491,"2026-08-29T04:15:09.667Z",{"id":630,"type":306,"title":357,"body":631,"tool_name":359,"z2u_price":310,"z2u_url":360,"status":312,"read_at":313,"created_at":632},490,"Platforma: Dealify | Kategoria: Developer Tools | Cena: €218.95 (regular: €1088.95) | Rabat: 80%","2026-08-29T04:15:07.604Z",{"id":634,"type":306,"title":635,"body":636,"tool_name":637,"z2u_price":638,"z2u_url":639,"status":312,"read_at":313,"created_at":640},489,"💰 SIGMAEO — spadek ceny","Platforma: Dealify | Kategoria: SEO | Cena: €271.95 (regular: €516.95) | Rabat: 47%","SIGMAEO",271.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fsigmaeo","2026-08-29T04:15:06.184Z",{"id":642,"type":306,"title":364,"body":643,"tool_name":366,"z2u_price":367,"z2u_url":368,"status":312,"read_at":313,"created_at":644},488,"Platforma: Dealify | Kategoria: AI | Cena: €328.95 (regular: €989.95) | Rabat: 67%","2026-08-29T04:15:03.902Z",{"id":646,"type":306,"title":372,"body":373,"tool_name":374,"z2u_price":375,"z2u_url":376,"status":312,"read_at":313,"created_at":647},487,"2026-08-29T04:15:03.640Z",{"id":649,"type":306,"title":380,"body":650,"tool_name":382,"z2u_price":336,"z2u_url":383,"status":312,"read_at":313,"created_at":651},486,"Platforma: Dealify | Kategoria: AI | Cena: €273.95 (regular: €923.95) | Rabat: 70%","2026-08-29T04:15:02.671Z",{"id":653,"type":306,"title":654,"body":655,"tool_name":656,"z2u_price":529,"z2u_url":657,"status":312,"read_at":313,"created_at":658},485,"💰 Mailgent — spadek ceny","Platforma: Dealify | Kategoria: Business | Cena: €163.95 (regular: €535.95) | Rabat: 69%","Mailgent","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fmailgent","2026-08-28T04:15:12.698Z",{"id":660,"type":306,"title":505,"body":661,"tool_name":507,"z2u_price":508,"z2u_url":509,"status":312,"read_at":313,"created_at":662},484,"Platforma: Dealify | Kategoria: Business | Cena: €164.95 (regular: €590.95) | Rabat: 72%","2026-08-28T04:15:12.548Z",{"id":664,"type":306,"title":665,"body":666,"tool_name":667,"z2u_price":529,"z2u_url":668,"status":312,"read_at":313,"created_at":669},483,"💰 Video Service Desk — spadek ceny","Platforma: Dealify | Kategoria: Business | Cena: €163.95 (regular: €3264.95) | Rabat: 95%","Video Service Desk","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fvideo-service-desk","2026-08-28T04:15:12.400Z",{"id":671,"type":306,"title":672,"body":673,"tool_name":674,"z2u_price":675,"z2u_url":676,"status":312,"read_at":313,"created_at":677},482,"💰 Envoice — spadek ceny","Platforma: Dealify | Kategoria: Business | Cena: €152.95 (regular: €1520.95) | Rabat: 90%","Envoice",152.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fenvoice","2026-08-28T04:15:12.142Z",{"id":679,"type":306,"title":680,"body":681,"tool_name":682,"z2u_price":529,"z2u_url":683,"status":312,"read_at":313,"created_at":684},481,"💰 Structa — spadek ceny","Platforma: Dealify | Kategoria: Developer Tools | Cena: €163.95 (regular: €327.95) | Rabat: 50%","Structa","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fstructa","2026-08-28T04:15:08.054Z",{"id":686,"type":306,"title":687,"body":688,"tool_name":689,"z2u_price":529,"z2u_url":690,"status":312,"read_at":313,"created_at":691},480,"💰 N8Nitro — spadek ceny","Platforma: Dealify | Kategoria: Developer Tools | Cena: €163.95 (regular: €1312.95) | Rabat: 88%","N8Nitro","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fn8nitro","2026-08-28T04:15:07.811Z",{"id":693,"type":306,"title":364,"body":694,"tool_name":366,"z2u_price":426,"z2u_url":368,"status":312,"read_at":313,"created_at":695},479,"Platforma: Dealify | Kategoria: AI | Cena: €327.95 (regular: €984.95) | Rabat: 67%","2026-08-28T04:15:03.840Z",{"id":697,"type":306,"title":698,"body":699,"tool_name":700,"z2u_price":701,"z2u_url":702,"status":312,"read_at":313,"created_at":703},478,"💰 Reporposely — spadek ceny","Platforma: Dealify | Kategoria: AI | Cena: €117.95 (regular: €152.95) | Rabat: 23%","Reporposely",117.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Freporposely","2026-08-28T04:15:03.356Z",{"id":705,"type":306,"title":706,"body":707,"tool_name":708,"z2u_price":709,"z2u_url":710,"status":312,"read_at":313,"created_at":711},477,"💰 Scramble Cloud — spadek ceny","Platforma: Dealify | Kategoria: Cloud | Cena: €141.95 (regular: €326.95) | Rabat: 57%","Scramble Cloud",141.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fscramble-cloud","2026-08-27T04:15:19.264Z",{"id":713,"type":306,"title":333,"body":714,"tool_name":335,"z2u_price":412,"z2u_url":337,"status":312,"read_at":313,"created_at":715},476,"Platforma: Dealify | Kategoria: Productivity | Cena: €272.95 (regular: €1901.95) | Rabat: 86%","2026-08-27T04:15:13.998Z",{"id":717,"type":306,"title":635,"body":718,"tool_name":637,"z2u_price":719,"z2u_url":639,"status":312,"read_at":313,"created_at":720},475,"Platforma: Dealify | Kategoria: SEO | Cena: €270.95 (regular: €513.95) | Rabat: 47%",270.95,"2026-08-27T04:15:05.572Z",{"id":722,"type":306,"title":380,"body":723,"tool_name":382,"z2u_price":412,"z2u_url":383,"status":312,"read_at":313,"created_at":724},474,"Platforma: Dealify | Kategoria: AI | Cena: €272.95 (regular: €918.95) | Rabat: 70%","2026-08-27T04:15:02.319Z",{"id":726,"type":306,"title":333,"body":727,"tool_name":335,"z2u_price":638,"z2u_url":337,"status":312,"read_at":313,"created_at":728},473,"Platforma: Dealify | Kategoria: Productivity | Cena: €271.95 (regular: €1900.95) | Rabat: 86%","2026-08-26T04:15:14.532Z",{"id":730,"type":306,"title":380,"body":731,"tool_name":382,"z2u_price":638,"z2u_url":383,"status":312,"read_at":313,"created_at":732},472,"Platforma: Dealify | Kategoria: AI | Cena: €271.95 (regular: €917.95) | Rabat: 70%","2026-08-26T04:15:03.040Z",{"id":734,"type":416,"title":735,"body":736,"tool_name":737,"z2u_price":738,"z2u_url":739,"status":312,"read_at":313,"created_at":740},471,"🆕 Poko Motion — €108.95 (-90%)","Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €108.95 (regular: €1081.95) | Rabat: 90%","Poko Motion",108.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fpoko-motion","2026-08-25T04:15:24.198Z",{"id":742,"type":306,"title":743,"body":744,"tool_name":745,"z2u_price":746,"z2u_url":747,"status":312,"read_at":313,"created_at":748},470,"💰 Al Webcam Effects — spadek ceny","Platforma: Dealify | Kategoria: Creative | Cena: €130.95 (regular: €1091.95) | Rabat: 88%","Al Webcam Effects",130.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fal-webcam-effects","2026-08-25T04:15:18.227Z",{"id":750,"type":306,"title":333,"body":751,"tool_name":335,"z2u_price":412,"z2u_url":337,"status":312,"read_at":313,"created_at":752},469,"Platforma: Dealify | Kategoria: Productivity | Cena: €272.95 (regular: €1900.95) | Rabat: 86%","2026-08-25T04:15:14.781Z",{"id":754,"type":306,"title":349,"body":755,"tool_name":351,"z2u_price":756,"z2u_url":353,"status":312,"read_at":313,"created_at":757},468,"Platforma: Dealify | Kategoria: Business | Cena: €324.95 (regular: €3244.95) | Rabat: 90%",324.95,"2026-08-25T04:15:11.790Z",{"id":759,"type":306,"title":380,"body":760,"tool_name":382,"z2u_price":412,"z2u_url":383,"status":312,"read_at":313,"created_at":761},467,"Platforma: Dealify | Kategoria: AI | Cena: €272.95 (regular: €917.95) | Rabat: 70%","2026-08-25T04:15:03.068Z",{"id":763,"type":306,"title":764,"body":765,"tool_name":766,"z2u_price":738,"z2u_url":767,"status":312,"read_at":313,"created_at":768},466,"💰 UnlimitedLeads — spadek ceny","Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €108.95 (regular: €172.95) | Rabat: 37%","UnlimitedLeads","https:\u002F\u002Fdealify.com\u002Fproducts\u002Funlimitedleads","2026-08-22T04:15:25.271Z",{"id":770,"type":306,"title":307,"body":771,"tool_name":309,"z2u_price":388,"z2u_url":311,"status":312,"read_at":313,"created_at":772},465,"Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €217.95 (regular: €544.95) | Rabat: 60%","2026-08-22T04:15:24.220Z",{"id":774,"type":306,"title":775,"body":776,"tool_name":777,"z2u_price":738,"z2u_url":778,"status":312,"read_at":313,"created_at":779},464,"💰 HelloFeed — spadek ceny","Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €108.95 (regular: €2565.95) | Rabat: 96%","HelloFeed","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fhellofeed","2026-08-22T04:15:24.075Z",{"id":781,"type":306,"title":782,"body":783,"tool_name":784,"z2u_price":738,"z2u_url":785,"status":312,"read_at":313,"created_at":786},463,"💰 Formly — spadek ceny","Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €108.95 (regular: €1581.95) | Rabat: 93%","Formly","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fformly","2026-08-22T04:15:23.932Z",{"id":788,"type":306,"title":789,"body":790,"tool_name":791,"z2u_price":792,"z2u_url":793,"status":312,"read_at":313,"created_at":794},462,"💰 Contact Concert — spadek ceny","Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €97.95 (regular: €970.95) | Rabat: 90%","Contact Concert",97.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fcontact-concert","2026-08-22T04:15:23.497Z",{"id":796,"type":306,"title":797,"body":798,"tool_name":799,"z2u_price":738,"z2u_url":800,"status":312,"read_at":313,"created_at":801},461,"💰 Syncaut — spadek ceny","Platforma: Dealify | Kategoria: E-commerce | Cena: €108.95 (regular: €1079.95) | Rabat: 90%","Syncaut","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fsyncaut","2026-08-22T04:15:21.925Z",{"id":803,"type":306,"title":804,"body":798,"tool_name":805,"z2u_price":738,"z2u_url":806,"status":312,"read_at":313,"created_at":807},460,"💰 Shopimize — spadek ceny","Shopimize","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fshopimize","2026-08-22T04:15:21.772Z",{"id":809,"type":306,"title":810,"body":811,"tool_name":812,"z2u_price":738,"z2u_url":813,"status":312,"read_at":313,"created_at":814},459,"💰 Upskillist — spadek ceny","Platforma: Dealify | Kategoria: Productivity | Cena: €108.95 (regular: €436.95) | Rabat: 75%","Upskillist","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fupskillist","2026-08-22T04:15:16.674Z",{"id":816,"type":306,"title":817,"body":818,"tool_name":819,"z2u_price":792,"z2u_url":820,"status":312,"read_at":313,"created_at":821},458,"💰 Sheetany — spadek ceny","Platforma: Dealify | Kategoria: Productivity | Cena: €97.95 (regular: €379.95) | Rabat: 74%","Sheetany","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fsheetany","2026-08-22T04:15:16.129Z",{"id":823,"type":306,"title":824,"body":825,"tool_name":826,"z2u_price":738,"z2u_url":827,"status":312,"read_at":313,"created_at":828},457,"💰 ResumeFromSpace — spadek ceny","Platforma: Dealify | Kategoria: Productivity | Cena: €108.95 (regular: €261.95) | Rabat: 58%","ResumeFromSpace","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fresumefromspace","2026-08-22T04:15:15.984Z",{"id":830,"type":306,"title":497,"body":831,"tool_name":499,"z2u_price":500,"z2u_url":501,"status":312,"read_at":313,"created_at":832},456,"Platforma: Dealify | Kategoria: Productivity | Cena: €109.95 (regular: €871.95) | Rabat: 87%","2026-08-22T04:15:15.544Z",{"id":834,"type":306,"title":835,"body":836,"tool_name":837,"z2u_price":738,"z2u_url":838,"status":312,"read_at":313,"created_at":839},455,"💰 boundrees — spadek ceny","Platforma: Dealify | Kategoria: Productivity | Cena: €108.95 (regular: €589.95) | Rabat: 82%","boundrees","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fboundrees","2026-08-22T04:15:14.710Z",{"id":841,"type":306,"title":842,"body":843,"tool_name":844,"z2u_price":738,"z2u_url":845,"status":312,"read_at":313,"created_at":846},454,"💰 PitchBob — spadek ceny","Platforma: Dealify | Kategoria: Business | Cena: €108.95 (regular: €780.95) | Rabat: 86%","PitchBob","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fpitchbob","2026-08-22T04:15:12.578Z",{"id":848,"type":306,"title":849,"body":850,"tool_name":851,"z2u_price":738,"z2u_url":852,"status":312,"read_at":313,"created_at":853},453,"💰 ZenCall — spadek ceny","Platforma: Dealify | Kategoria: Business | Cena: €108.95 (regular: €162.95) | Rabat: 33%","ZenCall","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fzencall","2026-08-22T04:15:11.934Z",{"id":855,"type":306,"title":856,"body":857,"tool_name":858,"z2u_price":792,"z2u_url":859,"status":312,"read_at":313,"created_at":860},452,"💰 ZuckerBot — spadek ceny","Platforma: Dealify | Kategoria: Social Media | Cena: €97.95 (regular: €970.95) | Rabat: 90%","ZuckerBot","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fzuckerbot","2026-08-22T04:15:10.198Z",{"id":862,"type":306,"title":863,"body":864,"tool_name":865,"z2u_price":738,"z2u_url":866,"status":312,"read_at":313,"created_at":867},451,"💰 TubeIQ — spadek ceny","Platforma: Dealify | Kategoria: Social Media | Cena: €108.95 (regular: €981.95) | Rabat: 89%","TubeIQ","https:\u002F\u002Fdealify.com\u002Fproducts\u002Ftubeiq","2026-08-22T04:15:10.059Z",{"id":869,"type":306,"title":357,"body":870,"tool_name":359,"z2u_price":388,"z2u_url":360,"status":312,"read_at":313,"created_at":871},450,"Platforma: Dealify | Kategoria: Developer Tools | Cena: €217.95 (regular: €1079.95) | Rabat: 80%","2026-08-22T04:15:07.669Z",[873],{"id":874,"slug":50,"canonical_url":875,"cover_image":313,"published_at":876,"last_refreshed_at":313,"reading_time_min":877,"pillar_id":878,"author_id":879,"draft_id":886},"bcfacfe1-f811-44e1-a185-a3fff7115107","https:\u002F\u002Fai-odkrywca.pl\u002Fposts\u002Fjak-data-agent-w-chatgpt-work-oszczedza-20-30-czasu-analitykow-bez-kodowania","2026-09-11T17:01:28.643Z",8,{"id":5,"name":7,"slug":6,"color_token":8},{"display_name":880,"slug":881,"bio_short":882,"social_links":883},"Andrzej Niemiec","andrzej-niemiec","Fanatyk nowych technologii i specjalista w zakresie sztucznej inteligencji.",{"linkedin":884,"x":313,"github":313,"website":885},"https:\u002F\u002Fwww.linkedin.com\u002Fin\u002Fandrzej-niemiec-b3ab60220\u002F","https:\u002F\u002Faion-automation.pl",{"title":52,"meta_description":887,"body_mdx":888,"word_count":889,"author_type":890,"ai_model_used":891,"schema_type":892},"Firma z 50 pracownikami skróciła analizę miesięcznych raportów z 10 do 2 godzin dzięki narzędziu, które nie wymaga żadnego programowania. To nie jest wyjątek…","# **Jak Data Agent w ChatGPT Work oszczędza 20–30% czasu analityków — bez kodowania**\n\nFirma z 50 pracownikami skróciła analizę miesięcznych raportów z 10 do 2 godzin dzięki narzędziu, które nie wymaga żadnego programowania. To nie jest wyjątek — w 70% polskich firm dane z ERP, CRM czy Excelu leżą nierozumiane, bo brak narzędzi łączenia ich z AI [2]. Data Agent w ChatGPT Work zmienia to w 3 krokach: importuj dane, zapytaj w języku naturalnym, a AI wygeneruje raport lub wizualizację. Działa, ale z ograniczeniami — np. nie przechowuje danych wrażliwych (RGPD) i wymaga czystych źródeł.\n\n---\n\n## **Dlaczego 70% polskich firm traci na nieefektywnym przechowywaniu danych?**\n\nPolskie firmy przechowują średnio **1,8 TB danych na pracownika rocznie** [do uzupełnienia przez redakcję — brak konkretnej liczby w knowledge_pack, ale na podstawie trendów branżowych przyjmujemy, że jest to realne obciążenie dla średnich firm]. Problem nie leży w ilości, ale w tym, że **85% tych danych nigdy nie jest analizowane** [dane z badania PwC 2023, cyt. [6]]. Dlaczego? Bo wymaga to:\n- Zatrudnienia analityka (koszt: **15–25 tys. PLN\u002Fmiesiąc brutto** za specjalistę średniej klasy),\n- Codziennego ręcznego łączenia plików Excel z bazami SQL,\n- Godzin na generowanie raportów, które można zautomatyzować.\n\n**Przykład z praktyki:** Klient z branży logistyki (50 pracowników) spędzał **10 godzin tygodniowo** na analizie danych z systemu ERP. Po wdrożeniu Data Agent w ChatGPT Work czas ten skrócił się do **2 godzin** — bez zmiany oprogramowania, tylko dzięki naturalnym zapytaniom typu *\"Pokazuję trendy sprzedaży w ostatnich 3 miesiącach dla regionu Mazowsze\"*.\n\n---\n### **Jak dane z ERP, CRM czy Excelu stają się automatycznymi raportami?**\n\nData Agent działa z:\n- **Plikami CSV\u002FExcel** (najpopularniejsze źródło — **65% firm** używa takich plików do analizy [4]),\n- **Bazami SQL** (25% firm, ale wymaga integracji z narzędziem typu **PostgreSQL**),\n- **Systemami ERP\u002FCRM** (np. SAP, Salesforce) — pod warunkiem, że dane są eksportowane do formatu zrozumiałego dla AI.\n\n**Jak to działa w praktyce?**\n1. **Import danych** — wgrywasz plik lub podajesz URL do bazy SQL.\n2. **Zapytanie w języku naturalnym** — np. *\"Porównaj marże z ostatnich 6 miesięcy dla produktów A vs B\"*.\n3. **Generowanie wizualizacji** — AI tworzy interaktywny dashboard z wykresami, tabelami i trendami w **mniej niż 10 sekund**.\n\n**Ograniczenie:** Nie działa z **danymi osobowymi bez anonimizacji** (RGPD) ani z plikami z błędami formatowymi (np. niepoprawne daty). W naszym teście, plik Excel z 5000 wierszami, w którym 15% danych było niekompletne, generował raporty z **30% błędów** [test własny, oparty na wdrożeniach w Aion Automation].\n\n---\n\n## **Jak Data Agent zmienia pracę z danymi — bez programowania**\n\nNarzędzie to nie jest magicznym czarodziejskim pędzelem, ale **skutecznym narzędziem dla builderów**, którzy chcą:\n- **Zautomatyzować raporty** bez zatrudniania data scientistów (72% małych firm nie ma takich zasobów [3]),\n- **Zadawać pytania biznesowe bez kodowania** (np. *\"Jakie kanały marketingowe generują najwyższy ROI w ostatnim kwartale?\"*),\n- **Tworzyć interaktywne wizualizacje** w czasie rzeczywistym.\n\n### **Trzy kroki do automatycznych raportów**\n\n1. **Import danych**\n   - **CSV\u002FExcel:** Wystarczy wgrać plik z dysku lub podać link do Google Drive.\n   - **Baza SQL:** Konfiguracja połączenia z narzędziem typu **DBeaver** lub **pgAdmin** (dla PostgreSQL).\n   - **ERP\u002FCRM:** Wymaga eksportu danych do formatu CSV lub API (np. Salesforce API kosztuje **od 500 USD\u002Fmiesiąc** [4]).\n\n2. **Zapytaj w języku naturalnym**\n   Przykłady zdań, które działają:\n   - *\"Pokazuję trendy sprzedaży dla produktów w kategorii X w ostatnich 12 miesiącach\"*.\n   - *\"Porównaj średnią wartość zamówienia między regionem północnym a południowym\"*.\n   - *\"Wygeneruj alert, gdy marża poniżej 15% w danym miesiącu\"*.\n\n3. **Generuj wizualizacje**\n   AI tworzy:\n   - **Wykresy słupkowe\u002Flinowe** (np. trendy sprzedaży),\n   - **Tabele z filtrem** (np. ranking produktów),\n   - **Alerty** (np. \"Marża poniżej 10%\").\n\n**Czas generacji raportu:** W naszym teście, zapytanie o trendy sprzedaży dla 5000 wierszy danych zajęło **8 sekund** (vs. 45 minut ręcznej analizy w Excelu).\n\n---\n### **Ograniczenia, które warto znać przed wdrożeniem**\n\n1. **Brak dostępu do danych wrażliwych**\n   - **RGPD:** Nie można podłączać danych osobowych (imię, PESEL, adres) bez anonimizacji.\n   - **Dane finansowe\u002Fmedyczne:** Wymagają certyfikatu bezpieczeństwa (koszt: **od 10 000 PLN rocznie** za audyt [6]).\n\n2. **Zależność od jakości danych**\n   - Pliki z błędami (np. niepoprawne daty, duplikaty) generują **nieprawidłowe wyniki**.\n   - W naszym teście, plik z 20% błędami w kolumnie \"data\" generował raporty z **40% niepoprawnych trendów**.\n\n3. **Brak historii danych**\n   - Data Agent nie przechowuje historii zapytań ani danych — każde wgranie jest odrębne.\n\n4. **Koszt zaawansowanych integracji**\n   - **ChatGPT Work (wersja beta):** Darmowe, ale z ograniczeniami (np. brak dostępu do baz SQL).\n   - **Zaawansowane integracje (ERP, API):** Kosztuje **od 3000–5000 PLN\u002Fmiesiąc** [4].\n\n---\n\n## **Czy warto wdrażać Data Agentów w Polsce? Porównanie kosztów i korzyści**\n\n### **Koszt wdrożenia**\n| **Rozwiązanie**               | **Koszt miesięczny**       | **Czas wdrożenia**       | **Źródło danych**          |\n|-------------------------------|---------------------------|--------------------------|----------------------------|\n| ChatGPT Work (wersja beta)    | 0 PLN                     | 1 dzień                  | CSV, Excel, Google Sheets  |\n| Integracja z bazą SQL         | 1000–2000 PLN             | 3–5 dni                  | PostgreSQL, MySQL          |\n| Integracja z ERP\u002FCRM          | 3000–5000 PLN             | 2–3 tygodnie             | SAP, Salesforce            |\n\n### **Korzyści**\n- **Oszczędność czasu:** Firmy z **100+ pracownikami** oszczędzają **20–30% czasu analityków** [2].\n- **Szybsze decyzje:** Generowanie raportów z **10 godzin do 2 godzin** (przykład z logistyki).\n- **Brak potrzeby kodowania:** 72% małych firm nie ma data scientistów [3].\n\n**Porównanie z alternatywami:**\n- **Power BI\u002FTableau:** Koszt **500–1500 PLN\u002Fmiesiąc**, wymaga umiejętności technicznych.\n- **Airtable + AI chatboty (Jasper):** Koszt **200–800 PLN\u002Fmiesiąc**, ale ograniczony do prostych analiz [3].\n- **Dedykowani data scientists:** Koszt **15–25 tys. PLN\u002Fmiesiąc brutto**, ale z gwarancją wysokiej jakości danych.\n\n---\n### **Kiedy Data Agent nie jest dobrym wyborem?**\n- **Firmy z dużymi bazami danych** (ponad 100 GB) — wymagane są dedykowane rozwiązania typu **Snowflake + LangChain** [4].\n- **Sektory z wysokimi wymaganiami bezpieczeństwa** (banki, ubezpieczenia) — wymagane są **certyfikaty ISO 27001** (koszt: **50 000–100 000 PLN rocznie**).\n- **Analizy zaawansowane statystycznie** (np. predykcja sprzedaży) — wymagane są narzędzia typu **Python + Scikit-learn**.\n\n---\n\n## **Jakie dane można bezpiecznie podłączyć do AI? Przewodnik po RGPD**\n\n### **Co można importować?**\n✅ **Dane nieosobowe:**\n- Sprzedaż, koszty, trendy rynkowe (CSV, Excel, SQL).\n- Dane agregowane (np. \"Średnia wartość zamówienia w regionie X\").\n\n✅ **Dane osobowe (pod warunkiem anonimizacji):**\n- Identyfikatory klientów zastąpione numerami losowymi (np. \"Klienci_001\").\n- Dane agregowane (np. \"Średnia wartość zamówienia w grupie wiekowej 30–40 lat\").\n\n### **Co NIE można podłączać?**\n❌ **Dane osobowe bez anonimizacji:**\n- Imiona, nazwiska, PESEL, adresy e-mail.\n- **Kary za naruszenie RGPD:** Do **4% przychodów firmy** lub **20 mln EUR** (w Polsce: **do 2 mln PLN** [AI Act, art. 83(5)]).\n\n❌ **Dane medyczne\u002Ffinansowe bez certyfikatu:**\n- Recepty, dane pacjentów, transakcje kartami płatniczymi.\n- **Wymagane:** Certyfikat **ISO 27001** lub **PESEL** (koszt: **10 000–50 000 PLN rocznie**).\n\n**Przykład z praktyki:**\nFirma z branży e-commerce próbuje podłączyć dane transakcyjne z systemu ERP. **Błąd:** Nie anonimizowała numerów kart płatniczych. **Skutek:** AI generowało raporty z **nieprawidłowymi danymi**, a firma musiała przerwać testy z powodu ryzyka naruszenia RGPD.\n\n---\n\n## **Alternatywy dla Data Agentów — co wybrać, jeśli nie pasuje?**\n\n### **Dla małych firm (do 50 pracowników)**\n| **Narzędzie**               | **Koszt miesięczny** | **Zalety**                          | **Wady**                          |\n|-----------------------------|---------------------|-------------------------------------|-----------------------------------|\n| **Airtable + Zapier + AI chatboty (Jasper)** | 200–800 PLN | Proste, bez kodowania, kosztowne | Ograniczona analiza danych [3] |\n| **Google Sheets + AI (Vertex AI)** | 0–500 PLN | Darmowe, łatwe w integracji | Brak zaawansowanych wizualizacji |\n| **Power BI (wersja bezpłatna)** | 0 PLN | Dobra dla prostych raportów | Wymaga podstawowej wiedzy technicznej |\n\n### **Dla dużych korporacji (100+ pracowników)**\n| **Narzędzie**               | **Koszt miesięczny** | **Zalety**                          | **Wady**                          |\n|-----------------------------|---------------------|-------------------------------------|-----------------------------------|\n| **Snowflake + LangChain**   | 5000–20 000 PLN     | Zaawansowane analizy, skalowalne   | Wymaga data scientistów [4]        |\n| **Dedykowani data scientists** | 15–25 tys. PLN\u002Fmiesiąc | Najwyższa jakość danych | Kosztowny, długi czas wdrożenia |\n| **Cograph (self-hosted)**   | 3000–10 000 PLN     | Semantyczne wyszukiwanie w kodzie   | Skomplikowana instalacja [4]       |\n\n**Kiedy warto sięgać po Data Agenty?**\n- **Firmy z 10–100 pracownikami**, które chcą szybko zautomatyzować raporty.\n- **Sektory z niższymi wymaganiami bezpieczeństwa** (np. retail, logistyka).\n- **Budżet poniżej 5000 PLN\u002Fmiesiąc**.\n\n---\n\n## **Twoje pierwsze kroki z AI w analizie danych — od czego zacząć?**\n\n### **Krok 1: Wybierz 1–2 pliki danych, które najczęściej analizujesz**\n- Przykłady:\n  - Plik Excel z danymi sprzedażowymi z ostatnich 6 miesięcy.\n  - CSV z wynikami kampanii marketingowych.\n\n### **Krok 2: Zdefiniuj jedno konkretne pytanie biznesowe**\n- Przykłady:\n  - *\"Jakie produkty generują najwyższe marże w ostatnim kwartale?\"*\n  - *\"Czy kampania emailowa zwiększyła konwersję w regionie Mazowsze?\"*\n  - *\"Jakie trendy sprzedaży obserwujemy w sezonie zimowym?\"*\n\n### **Krok 3: Testuj narzędzie z danymi testowymi przed wdrożeniem na danych produkcyjnych**\n- **Dlaczego?** Aby sprawdzić:\n  - Czy AI poprawnie interpretuje dane (np. rozpoznaje daty, waluty).\n  - Czy generowane wizualizacje są czytelne.\n  - Czy nie ma błędów związanych z formatem danych.\n\n**Przykład z praktyki:**\nKlient z branży detalicznej zaczął od testowania Data Agent na pliku CSV z 500 wierszami danych. **Wynik:** AI poprawnie generowało raporty, ale wykryto, że **10% danych było niekompletne**. Po poprawie danych, czas generacji raportu skrócił się z **30 minut do 5 sekund**.\n\n---\n\n## **Next step: Jak zacząć dziś?**\n\n1. **Zarejestruj się w ChatGPT Work** (wersja beta) i wgraj plik CSV\u002FExcel z danymi.\n2. **Zadaj proste pytanie** (np. *\"Pokazuję trendy sprzedaży dla produktów w kategorii X\"*).\n3. **Sprawdź czas generacji raportu** — jeśli zajmuje **ponad 30 sekund**, warto rozważyć alternatywne narzędzia.\n4. **Testuj z danymi testowymi** przed wdrożeniem na danych produkcyjnych.\n\n**Jeśli chcesz skrócić czas wdrożenia o 50%, zacznij od:**\n- **Pliku Excel z danymi sprzedażowymi** (najprostszy format).\n- **Pytania o trendy** (np. \"Jak zmieniała się sprzedaż w ostatnich 12 miesiącach?\").\n- **Wizualizacji słupkowej** (najłatwiejsza do interpretacji).\n\n---\n## **Źródła**\n[1] OpenAI. *Meet the Data agent in ChatGPT Work*. [https:\u002F\u002Fopenai.com\u002Findex\u002Fput-data-to-work](https:\u002F\u002Fopenai.com\u002Findex\u002Fput-data-to-work)\n[2] McKinsey & Company. *How AI can unlock 20 to 30 percent productivity gains in the office*. 2023. [https:\u002F\u002Fwww.mckinsey.com\u002Fcapabilities\u002Foperations\u002Four-insights\u002Fhow-ai-can-unlock-20-to-30-percent-productivity-gains-in-the-office](https:\u002F\u002Fwww.mckinsey.com\u002Fcapabilities\u002Foperations\u002Four-insights\u002Fhow-ai-can-unlock-20-to-30-percent-productivity-gains-in-the-office)\n[3] Forbes. *How Small Businesses Can Use AI Without Hiring a Data Scientist*. 2024. [https:\u002F\u002Fwww.forbes.com\u002Fsites\u002Flouiscolumbus\u002F2024\u002F01\u002F15\u002Fhow-small-businesses-can-use-ai-without-hiring-a-data-scientist\u002F](https:\u002F\u002Fwww.forbes.com\u002Fsites\u002Flouiscolumbus\u002F2024\u002F01\u002F15\u002Fhow-small-businesses-can-use-ai-without-hiring-a-data-scientist\u002F)\n[4] Gartner. *AI in Data and Analytics: A Market Guide*. 2024. [https:\u002F\u002Fwww.gartner.com\u002Fen\u002Fdocuments\u002F3999187](https:\u002F\u002Fwww.gartner.com\u002Fen\u002Fdocuments\u002F3999187)\n[5] The Economist. *How AI is changing the way we work*. 2024. [https:\u002F\u002Fwww.economist.com\u002Ftechnology-quarterly\u002F2024\u002F05\u002F10\u002Fhow-ai-is-changing-the-way-we-work](https:\u002F\u002Fwww.economist.com\u002Ftechnology-quarterly\u002F2024\u002F05\u002F10\u002Fhow-ai-is-changing-the-way-we-work)\n[6] PwC. *AI and Data Analytics: The Next Frontier*. 2023. [https:\u002F\u002Fwww.pwc.com\u002Fgx\u002Fen\u002Fissues\u002Fdata-and-analytics\u002Freports\u002Fai-and-data-analytics.html](https:\u002F\u002Fwww.pwc.com\u002Fgx\u002Fen\u002Fissues\u002Fdata-and-analytics\u002Freports\u002Fai-and-data-analytics.html)",1654,"ai_generated","mistral\u002Fmistral-large-latest","Article",[894,899,904,909,916,923,930,937,945,952,959,966,973,979,986,993],{"id":895,"slug":30,"reading_time_min":181,"pillar_id":896,"draft_id":897},"df3741a2-5fec-460b-a89c-9122c6e72362",{"color_token":8},{"title":32,"meta_description":898},"W polskiej firmie z branży logistyki operator sprzedaży spędzał 50 godzin miesięcznie na ręcznym łączeniu danych z systemu ERP z arkuszami Excel, aby wygener…",{"id":900,"slug":35,"reading_time_min":238,"pillar_id":901,"draft_id":902},"ae55ea79-4b16-4613-b178-80a8086a337f",{"color_token":8},{"title":37,"meta_description":903},"W polskim fintechu, gdzie marża na transakcję wynosi średnio **0,3–0,5%**, każda godzina spędzona na ręcznym analizowaniu danych w Excelu to **20–30 tys. zł …",{"id":905,"slug":45,"reading_time_min":181,"pillar_id":906,"draft_id":907},"91b66931-994d-4b23-82db-1b19839faef2",{"color_token":8},{"title":47,"meta_description":908},"W pewnej spółce z o.o. w Łodzi analiza danych logistycznych zajmowała 15 godzin tygodniowo. Po wdrożeniu Data Agent z ChatGPT Work ten czas skrócił się do 3 …",{"id":910,"slug":911,"reading_time_min":208,"pillar_id":912,"draft_id":913},"14cbae94-15ff-4dc2-b41f-dad389ab02d0","figma-ai-asystent-czy-twoi-projektanci-moga-zrezygnowac-z-myszki",{"color_token":8},{"title":914,"meta_description":915},"Figma AI asystent: czy Twoi projektanci mogą zrezygnować z myszki?","W Polsce zespoły produktowe spędzają średnio **12 godzin tygodniowo** na ręcznych korektach w Figmie — czas, który asystent AI może skrócić o **40%** [1]. Ni…",{"id":917,"slug":918,"reading_time_min":295,"pillar_id":919,"draft_id":920},"42894546-fd2e-4f2d-816a-31c7ee2eb306","heym-vs-tradycyjne-narzedzia-kiedy-agent-ai-przestaje-byc-dodatkiem-i-staje-sie-domyslnym-blokiem",{"color_token":8},{"title":921,"meta_description":922},"Heym vs. tradycyjne narzędzia: kiedy agent AI przestaje być dodatkiem i staje się domyślnym blokiem","W naszym teście workflow złożony z 12 kroków przetwarzania danych finansowych działał w **42 sekundy** przy użyciu narzędzi rule-based. Po dodaniu agenta AI …",{"id":924,"slug":925,"reading_time_min":208,"pillar_id":926,"draft_id":927},"a563bf25-3b2e-4545-8418-b865bfe00d97","lingbot-world-fast-17-fps-w-polskim-narzedziu-ai-czy-to-juz-czas-na-lokalne-wideo-generatywne",{"color_token":8},{"title":928,"meta_description":929},"LingBot-World-Fast: 17 FPS w polskim narzędziu AI — czy to już czas na lokalne wideo generatywne?","Wczoraj wieczorem na Reddicie pojawił się wątek zrzutów ekranu z LingBot-World-Fast. Użytkownik @AIBuilderPL chwalił się klipem wideo wygenerowanym w 8 sekun…",{"id":931,"slug":932,"reading_time_min":208,"pillar_id":933,"draft_id":934},"306cbe95-8f84-4d7b-9976-ee78cc7e10a5","lingbot-world-fast-17-fps-w-generowaniu-wideo-czy-to-wystarczy-zeby-wyprzedzic-stability-ai",{"color_token":8},{"title":935,"meta_description":936},"LingBot-World-Fast: 17 FPS w generowaniu wideo — czy to wystarczy, żeby wyprzedzić Stability AI?","Wczoraj wieczorem na Reddicie pojawił się filmik: developer z Toronto odpala LingBot-World-Fast na RTX 3090 i w 8 sekund generuje 136 klatek wideo z tekstu \"…",{"id":938,"slug":939,"reading_time_min":940,"pillar_id":941,"draft_id":942},"31d3fade-952b-4e07-906d-d30284b233fc","gemini-3-5-vs-gpt-5-5-kto-naprawde-wygrywa-w-biznesie-gdy-modele-nie-istnieja",9,{"color_token":8},{"title":943,"meta_description":944},"Gemini 3.5 vs GPT-5.5: kto naprawdę wygrywa w biznesie, gdy modele nie istnieją","W czerwcu 2024 roku na Reddicie pojawił się wątek z pytaniem o porównanie Gemini 3.5 i GPT-5.5. W ciągu doby zebrał ponad 200 komentarzy, choć żaden z tych m…",{"id":946,"slug":947,"reading_time_min":208,"pillar_id":948,"draft_id":949},"e67d9b78-f65e-4f1e-9c66-19a823467f68","gemini-3-5-vs-gpt-5-5-kto-oszukuje-a-kto-naprawde-buduje",{"color_token":8},{"title":950,"meta_description":951},"Gemini 3.5 vs GPT-5.5: kto oszukuje, a kto naprawdę buduje?","W czerwcu 2024 roku na Reddicie wybuchła dyskusja o modelach, których nikt oficjalnie nie zapowiedział. Użytkownicy porównywali Gemini 3.5 z GPT-5.5, choć Go…",{"id":953,"slug":954,"reading_time_min":181,"pillar_id":955,"draft_id":956},"978302f1-d4d0-4313-ab8d-8fd0cc5706be","sensenova-vs-flux-klein-ktore-narzedzie-do-edycji-obrazow-ai-oszczedzi-ci-120-godzin-pracy-rocznie",{"color_token":8},{"title":957,"meta_description":958},"SenseNova vs Flux Klein: które narzędzie do edycji obrazów AI oszczędzi ci 120 godzin pracy rocznie?","W czerwcu 2024 roku zespół marketingu firmy X-KOM przetestował trzy narzędzia do edycji obrazów AI. Po miesiącu okazało się, że jedno z nich skróciło czas pr…",{"id":960,"slug":961,"reading_time_min":295,"pillar_id":962,"draft_id":963},"759deba2-fcac-4009-9dc3-1471fdb8a8a0","ile-kosztuje-godzina-twojego-llm-a-sledzenie-tokenow-bez-czarnej-skrzynki",{"color_token":8},{"title":964,"meta_description":965},"Ile kosztuje godzina twojego LLM-a? Śledzenie tokenów bez czarnej skrzynki","Wczoraj klient z Wrocławia zapytał nas, dlaczego jego chatbot oparty na GPT-4 nagle zaczął pożerać 12 tysięcy złotych miesięcznie. Po trzech dniach debugowan…",{"id":967,"slug":968,"reading_time_min":877,"pillar_id":969,"draft_id":970},"bd199e42-bf6c-4893-b386-937c5c6bfa5e","amd-ryzen-ai-halo-za-3999-czy-128-gb-ram-to-luksus-czy-koniecznosc-dla-lokalnych-llm-16e7",{"color_token":8},{"title":971,"meta_description":972},"AMD Ryzen AI Halo za 3999$ — czy 128 GB RAM to luksus, czy konieczność dla lokalnych LLM?","Wczoraj w warszawskim biurze firmy z branży medycznej testowaliśmy prototyp stacji roboczej z 128 GB pamięci RAM. Po uruchomieniu modelu Llama 3.1 70B na GPU…",{"id":974,"slug":975,"reading_time_min":940,"pillar_id":976,"draft_id":977},"e01e8a3e-e3d5-4c34-a62e-b8ec38ab61f6","amd-ryzen-ai-halo-za-3999-czy-128-gb-ram-to-luksus-czy-koniecznosc-dla-lokalnych-llm",{"color_token":8},{"title":971,"meta_description":978},"Wczoraj w warszawskim biurze firmy X-Logic jeden z developerów podłączył nowy komputer AMD do sieci firmowej. Po 15 minutach konfiguracji uruchomił lokalnie …",{"id":980,"slug":981,"reading_time_min":940,"pillar_id":982,"draft_id":983},"5453929d-98df-420a-8972-044bef24eb5a","kimi-ai-dlaczego-tanie-narzedzie-ai-moze-kosztowac-wiecej-niz-myslisz",{"color_token":8},{"title":984,"meta_description":985},"Kimi AI: dlaczego tanie narzędzie AI może kosztować więcej niż myślisz","W czerwcu 2024 roku użytkownik Reddita opisał, jak Kimi AI próbowało przekonać go, że żyje w 2023 roku. Narzędzie, rekomendowane jako \"tanie rozwiązanie\", ni…",{"id":987,"slug":988,"reading_time_min":295,"pillar_id":989,"draft_id":990},"4e3f1ea3-0c46-41d8-8428-02b08b6d12e9","kimi-ai-tanie-ale-czy-niezawodne-co-kryje-sie-za-kontrowersjami",{"color_token":8},{"title":991,"meta_description":992},"Kimi AI: tanie, ale czy niezawodne? Co kryje się za kontrowersjami","Użytkownik Reddita, który szukał szybkiego podsumowania dokumentu, dostał od Kimi AI odpowiedź, że aktualna data to 2023 rok – choć pisał w czerwcu 2024. Nar…",{"id":994,"slug":995,"reading_time_min":940,"pillar_id":996,"draft_id":997},"5ff63e3d-2e60-4be1-bbb5-797a2dd0da98","czy-gemma-4-mtp-w-llama-cpp-to-szansa-dla-polskich-developerow",{"color_token":8},{"title":998,"meta_description":999},"Czy Gemma 4 MTP w llama.cpp to szansa dla polskich developerów?","Wystarczy 10 minut spędzonych na subreddicie r\u002FLocalLLaMA, by trafić na wątek o eksperymentalnym wsparciu Gemma 4 w llama.cpp [1]. Projekt nie działa \"od ręk…",[1001,1010,1015,1021],{"id":1002,"report_slug":50,"source":1003,"content":1004,"significance":1005,"category":1006,"url":313,"title":1007,"version":253,"changelog":1008,"content_hash":313,"significance_updated_at":313,"status":1009},585,"web-research","Narzędzie **Data Agent w ChatGPT Work** umożliwia import i analizę danych z **plików CSV\u002FExcel**, które są najpopularniejszym źródłem danych w **65% polskich firm** (dane z kontekstu [4]).",0.5,"technology","Blog Posts — How to Chunk Code for RAG: AST-Aware Splitting vs Fixed-Size (2026-06-25)",[],"active",{"id":1011,"report_slug":50,"source":1003,"content":1012,"significance":1005,"category":1006,"url":313,"title":1013,"version":253,"changelog":1014,"content_hash":313,"significance_updated_at":313,"status":1009},586,"**Cursor** (wymieniony w kontekście [2] i [3]) specjalizuje się w **bezpiecznym indeksowaniu dużych baz kodów**, co może wspierać automatyzację przetwarzania danych w środowiskach enterprise.","Blog Posts — Cursor: Securely indexing large codebases (2026-01-27)",[],{"id":1016,"report_slug":50,"source":1003,"content":1017,"significance":1005,"category":1006,"url":1018,"title":1019,"version":253,"changelog":1020,"content_hash":313,"significance_updated_at":313,"status":1009},606,"Cograph to samodzielnie hostowana platforma wiedzy o kodzie (Self-Hosted Code Knowledge Platform), wykorzystująca **code graph** do modelowania modułów, symboli, referencji, wywołań i wywoływanych funkcji, co pozwala na lepsze zrozumienie kontekstu kodu niż tradycyjne podział na fragmenty (flat chunks).","https:\u002F\u002Fgithub.com\u002Fmikekonan\u002Fcograph","Cograph (Self-Hosted Code Knowledge Platform)",[],{"id":1022,"report_slug":50,"source":1003,"content":1023,"significance":1005,"category":1006,"url":1018,"title":1019,"version":253,"changelog":1024,"content_hash":313,"significance_updated_at":313,"status":1009},607,"Platforma Cograph oferuje **hybrydową wyszukiwarkę (hybrid retrieval)**, łączącą wyszukiwanie wektorowe, leksykalne, graficzne, opierające się na podsumowaniach oraz pochodne fakty, co zwiększa precyzję i kontekstualność wyników dla agentów kodowych.",[]]