[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"$ffFUljuElgdP-i1mZ4wzexYr4TTvUKDDrmCNWTaL4Fwo":3,"$f-gwIXJgDGgGv9bmRu29vUWmMAqDVQVCWspFuwnTv5fs":28,"$fs8386zdAUI-Rj5TzVbzTerjIHduHTXuIcIJmyYrxqs0":129,"notifications-unread":302,"$f3-9Q2Hcih11EZ6VdH_Ns9v9IpOYRCK6vyNDX7RJIynM":942,"$fCOGuTx8z4wmGuPPYIigKctf_0QUSZjLxRYFc4EhQhCg":966,"atoms-grasp-vs-tradycyjne-planowanie-dlaczego-polskie-roboty-wciaz-gubia-sie-po-10-krokach":1064},[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-z-chatgpt-work-pozwala-firmom-bezprogramistom-odkrywac-wartosc-w-danych-bez-kodowania",{"title":32},"Jak Data Agent z ChatGPT Work pozwala firmom bezprogramistom odkrywać wartość w danych — bez kodowania",{"name":7},{"slug":35,"draft_id":36,"pillar_id":38},"data-agent-w-chatgpt-work-jak-non-engineers-buduja-dashboards-w-10-minut-bez-sql",{"title":37},"Data Agent w ChatGPT Work: jak non-engineers budują dashboards w 10 minut — bez SQL",{"name":7},{"slug":40,"draft_id":41,"pillar_id":43},"data-agent-w-chatgpt-work-jak-analiza-danych-staje-sie-dostepna-dla-kazdego-bez-sql-bez-oczekiwania-na-ekspertow",{"title":42},"Data Agent w ChatGPT Work: jak analiza danych staje się dostępna dla każdego — bez SQL, bez oczekiwania na ekspertów",{"name":7},{"slug":45,"draft_id":46,"pillar_id":48},"data-agent-w-chatgpt-work-czy-twoi-pracownicy-przestana-czekac-na-analitykow",{"title":47},"Data Agent w ChatGPT Work: czy Twoi pracownicy przestaną czekać na analityków?",{"name":7},{"slug":50,"draft_id":51,"pillar_id":53},"jak-data-agent-w-chatgpt-work-pozwala-firmom-bezprogramistom-odkrywac-biznesowe-wskazniki-w-15-minut",{"title":52},"Jak Data Agent w ChatGPT Work pozwala firmom bezprogramistom odkrywać biznesowe wskaźniki w 15 minut",{"name":7},{"slug":55,"draft_id":56,"pillar_id":58},"jak-zautomatyzowac-analize-danych-w-twojej-firmie-bez-it-i-zaoszczedzic-40-budzetu",{"title":57},"Jak zautomatyzować analizę danych w Twojej firmie bez IT — i zaoszczędzić 40% budżetu",{"name":7},{"slug":60,"draft_id":61,"pillar_id":63},"data-agent-w-chatgpt-work-jak-ai-demokratyzuje-analize-danych-w-twojej-firmie",{"title":62},"Data Agent w ChatGPT Work: jak AI demokratyzuje analizę danych w Twojej firmie",{"name":12},{"slug":65,"draft_id":66,"pillar_id":68},"data-agent-w-chatgpt-work-jak-polskie-firmy-odkrywaja-30-oszczednosci-bez-kodowania",{"title":67},"Data Agent w ChatGPT Work: jak polskie firmy odkrywają 30% oszczędności bez kodowania",{"name":7},{"slug":70,"draft_id":71,"pillar_id":73},"jak-data-agent-w-chatgpt-work-oszczedza-20-30-czasu-analitykow-bez-kodowania",{"title":72},"Jak Data Agent w ChatGPT Work oszczędza 20–30% czasu analityków — bez kodowania",{"name":7},{"slug":75,"draft_id":76,"pillar_id":78},"jak-ai-zwieksza-wydajnosc-inzynierow-o-21-i-jak-to-zrobic-w-twojej-firmie",{"title":77},"Jak AI zwiększa wydajność inżynierów o 21% — i jak to zrobić w Twojej firmie",{"name":12},{"slug":80,"draft_id":81,"pillar_id":83},"ai-w-kodzie-nie-jest-hype-em-jak-21-szybsze-inzynierowie-w-1password-zachowuja-bezpieczenstwo",{"title":82},"AI w kodzie nie jest hype’em: jak 21% szybsze inżynierowie w 1Password zachowują bezpieczeństwo",{"name":12},{"slug":85,"draft_id":86,"pillar_id":88},"jak-ai-w-kodzie-zwieksza-wydajnosc-zespolow-dev-o-21-i-dlaczego-to-nie-tylko-o-szybkosci",{"title":87},"Jak AI w kodzie zwiększa wydajność zespołów dev o 21% — i dlaczego to nie tylko o szybkości",{"name":12},{"slug":90,"draft_id":91,"pillar_id":93},"chatgpt-przyspiesza-prace-marketingowa-o-90-jak-to-zrobic-w-twojej-firmie",{"title":92},"ChatGPT przyspiesza pracę marketingową — jak to zrobić w Twojej firmie?",{"name":12},{"slug":95,"draft_id":96,"pillar_id":98},"jak-firmy-native-ai-automatyzuja-procesy-biznesowe-trzy-case-y-ktore-mozna-powtorzyc-w-polsce",{"title":97},"Jak firmy native AI automatyzują procesy biznesowe — trzy case’y, które można powtórzyć w Polsce",{"name":12},{"slug":100,"draft_id":101,"pillar_id":103},"kontrola-agentow-ai-kiedy-twoja-firma-traci-wplyw-nad-dzialaniami-automatyzacji",{"title":102},"Kontrola agentów AI: kiedy Twoja firma traci wpływ nad działaniami automatyzacji",{"name":12},{"slug":105,"draft_id":106,"pillar_id":108},"fsm-runtime-vs-llm-dlaczego-polskie-firmy-placa-za-bledne-mutacje-stanu",{"title":107},"FSM runtime vs. LLM: dlaczego polskie firmy płacą za błędne mutacje stanu",{"name":12},{"slug":110,"draft_id":111,"pillar_id":113},"google-search-zmienil-sie-na-zawsze-co-to-znaczy-dla-twojej-witryny",{"title":112},"Google Search się zmienił — co to znaczy dla Twojej witryny?",{"name":17},{"slug":115,"draft_id":116,"pillar_id":118},"csv-do-raportu-dla-zarzadu-w-30-minut-bez-excela-bez-bolu-glowy",{"title":117},"CSV do raportu dla zarządu w 30 minut — bez Excela, bez bólu głowy",{"name":22},{"slug":120,"draft_id":121,"pillar_id":123},"jak-zbudowac-wlasny-pipeline-grafow-wiedzy-z-tekstu-w-6-krokach-i-kiedy-to-nie-warto",{"title":122},"Jak zbudować własny pipeline grafów wiedzy z tekstu w 6 krokach (i kiedy to nie warto)",{"name":22},{"slug":125,"draft_id":126,"pillar_id":128},"wspoldzielona-pamiec-dla-agentow-ai-jak-21-wezlow-zmienilo-koszty-debugowania-w-7-domenach",{"title":127},"Współdzielona pamięć dla agentów AI: jak 21 węzłów zmieniło koszty debugowania w 7 domenach",{"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},[304,315,323,328,332,340,348,355,362,369,376,385,388,395,402,407,415,422,429,437,444,451,457,465,469,474,478,482,486,494,498,506,514,518,522,526,530,538,543,551,555,562,570,577,585,589,594,602,610,617,624,631,635,639,642,647,654,659,667,675,682,687,695,703,711,718,725,732,739,746,753,757,764,771,778,786,790,798,805,812,820,828,835,839,846,852,860,865,869,875,879,886,892,900,907,911,918,925,932,937],{"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},710,"price_drop","💰 Al Webcam Effects — spadek ceny","Platforma: Dealify | Kategoria: Creative | Cena: €132.95 (regular: €1108.95) | Rabat: 88%","Al Webcam Effects",132.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fal-webcam-effects","unread",null,"2026-09-21T04:15:16.972Z",{"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},709,"💰 PasswordLink — spadek ceny","Platforma: Dealify | Kategoria: Productivity | Cena: €111.95 (regular: €886.95) | Rabat: 87%","PasswordLink",111.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fpasswordlink","2026-09-21T04:15:14.061Z",{"id":324,"type":306,"title":307,"body":325,"tool_name":309,"z2u_price":326,"z2u_url":311,"status":312,"read_at":313,"created_at":327},708,"Platforma: Dealify | Kategoria: Creative | Cena: €131.95 (regular: €1107.95) | Rabat: 88%",131.95,"2026-09-20T04:15:17.317Z",{"id":329,"type":306,"title":307,"body":330,"tool_name":309,"z2u_price":310,"z2u_url":311,"status":312,"read_at":313,"created_at":331},707,"Platforma: Dealify | Kategoria: Creative | Cena: €132.95 (regular: €1107.95) | Rabat: 88%","2026-09-19T04:15:17.479Z",{"id":333,"type":306,"title":334,"body":335,"tool_name":336,"z2u_price":337,"z2u_url":338,"status":312,"read_at":313,"created_at":339},706,"💰 Poko Motion — spadek ceny","Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €109.95 (regular: €1097.95) | Rabat: 90%","Poko Motion",109.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fpoko-motion","2026-09-18T04:15:24.131Z",{"id":341,"type":306,"title":342,"body":343,"tool_name":344,"z2u_price":345,"z2u_url":346,"status":312,"read_at":313,"created_at":347},705,"💰 Inspire Sales Academy — spadek ceny","Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €220.95 (regular: €553.95) | Rabat: 60%","Inspire Sales Academy",220.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Finspire-sales-academy","2026-09-18T04:15:23.586Z",{"id":349,"type":306,"title":350,"body":351,"tool_name":352,"z2u_price":337,"z2u_url":353,"status":312,"read_at":313,"created_at":354},704,"💰 HelloFeed — spadek ceny","Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €109.95 (regular: €2607.95) | Rabat: 96%","HelloFeed","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fhellofeed","2026-09-18T04:15:23.427Z",{"id":356,"type":306,"title":357,"body":358,"tool_name":359,"z2u_price":337,"z2u_url":360,"status":312,"read_at":313,"created_at":361},703,"💰 Formly — spadek ceny","Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €109.95 (regular: €1607.95) | Rabat: 93%","Formly","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fformly","2026-09-18T04:15:23.172Z",{"id":363,"type":306,"title":364,"body":365,"tool_name":366,"z2u_price":337,"z2u_url":367,"status":312,"read_at":313,"created_at":368},702,"💰 7stamp — spadek ceny","Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €109.95 (regular: €543.95) | Rabat: 80%","7stamp","https:\u002F\u002Fdealify.com\u002Fproducts\u002F7stamp","2026-09-18T04:15:22.622Z",{"id":370,"type":306,"title":371,"body":372,"tool_name":373,"z2u_price":337,"z2u_url":374,"status":312,"read_at":313,"created_at":375},701,"💰 Syncaut — spadek ceny","Platforma: Dealify | Kategoria: E-commerce | Cena: €109.95 (regular: €1097.95) | Rabat: 90%","Syncaut","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fsyncaut","2026-09-18T04:15:21.196Z",{"id":377,"type":378,"title":379,"body":380,"tool_name":381,"z2u_price":382,"z2u_url":383,"status":312,"read_at":313,"created_at":384},700,"new_tool_found","🆕 Playix.cloud — €65.95 (-90%)","Platforma: Dealify | Kategoria: Cloud | Cena: €65.95 (regular: €654.95) | Rabat: 90%","Playix.cloud",65.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fplayix-cloud","2026-09-18T04:15:19.495Z",{"id":386,"type":306,"title":307,"body":325,"tool_name":309,"z2u_price":326,"z2u_url":311,"status":312,"read_at":313,"created_at":387},699,"2026-09-18T04:15:17.594Z",{"id":389,"type":306,"title":390,"body":391,"tool_name":392,"z2u_price":337,"z2u_url":393,"status":312,"read_at":313,"created_at":394},698,"💰 Upskillist — spadek ceny","Platforma: Dealify | Kategoria: Productivity | Cena: €109.95 (regular: €443.95) | Rabat: 75%","Upskillist","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fupskillist","2026-09-18T04:15:15.780Z",{"id":396,"type":306,"title":397,"body":398,"tool_name":399,"z2u_price":337,"z2u_url":400,"status":312,"read_at":313,"created_at":401},697,"💰 ResumeFromSpace — spadek ceny","Platforma: Dealify | Kategoria: Productivity | Cena: €109.95 (regular: €266.95) | Rabat: 59%","ResumeFromSpace","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fresumefromspace","2026-09-18T04:15:15.133Z",{"id":403,"type":306,"title":317,"body":404,"tool_name":319,"z2u_price":405,"z2u_url":321,"status":312,"read_at":313,"created_at":406},696,"Platforma: Dealify | Kategoria: Productivity | Cena: €110.95 (regular: €885.95) | Rabat: 87%",110.95,"2026-09-18T04:15:14.664Z",{"id":408,"type":306,"title":409,"body":410,"tool_name":411,"z2u_price":412,"z2u_url":413,"status":312,"read_at":313,"created_at":414},695,"💰 International Open Academy — spadek ceny","Platforma: Dealify | Kategoria: Productivity | Cena: €198.95 (regular: €442.95) | Rabat: 55%","International Open Academy",198.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Finternational-open-academy","2026-09-18T04:15:14.225Z",{"id":416,"type":306,"title":417,"body":418,"tool_name":419,"z2u_price":337,"z2u_url":420,"status":312,"read_at":313,"created_at":421},694,"💰 boundrees — spadek ceny","Platforma: Dealify | Kategoria: Productivity | Cena: €109.95 (regular: €598.95) | Rabat: 82%","boundrees","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fboundrees","2026-09-18T04:15:13.884Z",{"id":423,"type":306,"title":424,"body":425,"tool_name":426,"z2u_price":337,"z2u_url":427,"status":312,"read_at":313,"created_at":428},693,"💰 ZenCall — spadek ceny","Platforma: Dealify | Kategoria: Business | Cena: €109.95 (regular: €165.95) | Rabat: 34%","ZenCall","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fzencall","2026-09-18T04:15:11.288Z",{"id":430,"type":306,"title":431,"body":432,"tool_name":433,"z2u_price":434,"z2u_url":435,"status":312,"read_at":313,"created_at":436},692,"💰 Paddle CRM — spadek ceny","Platforma: Dealify | Kategoria: Business | Cena: €329.95 (regular: €3293.95) | Rabat: 90%","Paddle CRM",329.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fpaddle-crm","2026-09-18T04:15:11.142Z",{"id":438,"type":306,"title":439,"body":440,"tool_name":441,"z2u_price":345,"z2u_url":442,"status":312,"read_at":313,"created_at":443},691,"💰 devActivity — spadek ceny","Platforma: Dealify | Kategoria: Developer Tools | Cena: €220.95 (regular: €1097.95) | Rabat: 80%","devActivity","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fdevactivity","2026-09-18T04:15:07.248Z",{"id":445,"type":306,"title":446,"body":447,"tool_name":448,"z2u_price":337,"z2u_url":449,"status":312,"read_at":313,"created_at":450},690,"💰 SeoReportMaster — spadek ceny","Platforma: Dealify | Kategoria: SEO | Cena: €109.95 (regular: €1097.95) | Rabat: 90%","SeoReportMaster","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fseoreportmaster","2026-09-18T04:15:05.821Z",{"id":452,"type":306,"title":453,"body":447,"tool_name":454,"z2u_price":337,"z2u_url":455,"status":312,"read_at":313,"created_at":456},689,"💰 BacklinkScan — spadek ceny","BacklinkScan","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fbacklinkscan","2026-09-18T04:15:05.148Z",{"id":458,"type":306,"title":459,"body":460,"tool_name":461,"z2u_price":462,"z2u_url":463,"status":312,"read_at":313,"created_at":464},688,"💰 Copyseeker — spadek ceny","Platforma: Dealify | Kategoria: AI | Cena: €149.95 (regular: €499.95) | Rabat: 70%","Copyseeker",149.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fcopyseeker","2026-09-18T04:15:03.574Z",{"id":466,"type":306,"title":334,"body":467,"tool_name":336,"z2u_price":405,"z2u_url":338,"status":312,"read_at":313,"created_at":468},687,"Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €110.95 (regular: €1100.95) | Rabat: 90%","2026-09-17T04:15:25.080Z",{"id":470,"type":306,"title":342,"body":471,"tool_name":344,"z2u_price":472,"z2u_url":346,"status":312,"read_at":313,"created_at":473},686,"Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €221.95 (regular: €554.95) | Rabat: 60%",221.95,"2026-09-17T04:15:24.535Z",{"id":475,"type":306,"title":350,"body":476,"tool_name":352,"z2u_price":405,"z2u_url":353,"status":312,"read_at":313,"created_at":477},685,"Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €110.95 (regular: €2614.95) | Rabat: 96%","2026-09-17T04:15:24.385Z",{"id":479,"type":306,"title":357,"body":480,"tool_name":359,"z2u_price":405,"z2u_url":360,"status":312,"read_at":313,"created_at":481},684,"Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €110.95 (regular: €1611.95) | Rabat: 93%","2026-09-17T04:15:24.141Z",{"id":483,"type":306,"title":364,"body":484,"tool_name":366,"z2u_price":405,"z2u_url":367,"status":312,"read_at":313,"created_at":485},683,"Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €110.95 (regular: €544.95) | Rabat: 80%","2026-09-17T04:15:23.607Z",{"id":487,"type":306,"title":488,"body":489,"tool_name":490,"z2u_price":491,"z2u_url":492,"status":312,"read_at":313,"created_at":493},682,"💰 VanChat AI — spadek ceny","Platforma: Dealify | Kategoria: E-commerce | Cena: €63.95 (regular: €433.95) | Rabat: 85%","VanChat AI",63.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fvanchat-ai","2026-09-17T04:15:22.259Z",{"id":495,"type":306,"title":371,"body":496,"tool_name":373,"z2u_price":405,"z2u_url":374,"status":312,"read_at":313,"created_at":497},681,"Platforma: Dealify | Kategoria: E-commerce | Cena: €110.95 (regular: €1100.95) | Rabat: 90%","2026-09-17T04:15:22.127Z",{"id":499,"type":306,"title":500,"body":501,"tool_name":502,"z2u_price":503,"z2u_url":504,"status":312,"read_at":313,"created_at":505},680,"💰 Scramble Cloud — spadek ceny","Platforma: Dealify | Kategoria: Cloud | Cena: €143.95 (regular: €332.95) | Rabat: 57%","Scramble Cloud",143.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fscramble-cloud","2026-09-17T04:15:20.457Z",{"id":507,"type":306,"title":508,"body":509,"tool_name":510,"z2u_price":511,"z2u_url":512,"status":312,"read_at":313,"created_at":513},679,"💰 FileLu — spadek ceny","Platforma: Dealify | Kategoria: Cloud | Cena: €165.95 (regular: €389.95) | Rabat: 57%","FileLu",165.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Ffilelu","2026-09-17T04:15:20.294Z",{"id":515,"type":306,"title":307,"body":516,"tool_name":309,"z2u_price":310,"z2u_url":311,"status":312,"read_at":313,"created_at":517},678,"Platforma: Dealify | Kategoria: Creative | Cena: €132.95 (regular: €1110.95) | Rabat: 88%","2026-09-17T04:15:18.432Z",{"id":519,"type":306,"title":390,"body":520,"tool_name":392,"z2u_price":405,"z2u_url":393,"status":312,"read_at":313,"created_at":521},677,"Platforma: Dealify | Kategoria: Productivity | Cena: €110.95 (regular: €444.95) | Rabat: 75%","2026-09-17T04:15:16.601Z",{"id":523,"type":306,"title":397,"body":524,"tool_name":399,"z2u_price":405,"z2u_url":400,"status":312,"read_at":313,"created_at":525},676,"Platforma: Dealify | Kategoria: Productivity | Cena: €110.95 (regular: €266.95) | Rabat: 58%","2026-09-17T04:15:15.935Z",{"id":527,"type":306,"title":317,"body":528,"tool_name":319,"z2u_price":320,"z2u_url":321,"status":312,"read_at":313,"created_at":529},675,"Platforma: Dealify | Kategoria: Productivity | Cena: €111.95 (regular: €888.95) | Rabat: 87%","2026-09-17T04:15:15.482Z",{"id":531,"type":306,"title":532,"body":533,"tool_name":534,"z2u_price":535,"z2u_url":536,"status":312,"read_at":313,"created_at":537},674,"💰 LightPDF — spadek ceny","Platforma: Dealify | Kategoria: Productivity | Cena: €115.95 (regular: €221.95) | Rabat: 48%","LightPDF",115.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Flightpdf","2026-09-17T04:15:15.141Z",{"id":539,"type":306,"title":409,"body":540,"tool_name":411,"z2u_price":541,"z2u_url":413,"status":312,"read_at":313,"created_at":542},673,"Platforma: Dealify | Kategoria: Productivity | Cena: €199.95 (regular: €443.95) | Rabat: 55%",199.95,"2026-09-17T04:15:14.991Z",{"id":544,"type":306,"title":545,"body":546,"tool_name":547,"z2u_price":548,"z2u_url":549,"status":312,"read_at":313,"created_at":550},672,"💰 FlashBooks — spadek ceny","Platforma: Dealify | Kategoria: Productivity | Cena: €276.95 (regular: €1934.95) | Rabat: 86%","FlashBooks",276.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fflashbooks","2026-09-17T04:15:14.834Z",{"id":552,"type":306,"title":417,"body":553,"tool_name":419,"z2u_price":405,"z2u_url":420,"status":312,"read_at":313,"created_at":554},671,"Platforma: Dealify | Kategoria: Productivity | Cena: €110.95 (regular: €600.95) | Rabat: 82%","2026-09-17T04:15:14.574Z",{"id":556,"type":306,"title":557,"body":558,"tool_name":559,"z2u_price":511,"z2u_url":560,"status":312,"read_at":313,"created_at":561},670,"💰 Mailgent — spadek ceny","Platforma: Dealify | Kategoria: Business | Cena: €165.95 (regular: €544.95) | Rabat: 70%","Mailgent","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fmailgent","2026-09-17T04:15:12.779Z",{"id":563,"type":306,"title":564,"body":565,"tool_name":566,"z2u_price":567,"z2u_url":568,"status":312,"read_at":313,"created_at":569},669,"💰 Vital Tech Results Bundle — spadek ceny","Platforma: Dealify | Kategoria: Business | Cena: €166.95 (regular: €600.95) | Rabat: 72%","Vital Tech Results Bundle",166.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fvital-tech-results-bundle","2026-09-17T04:15:12.615Z",{"id":571,"type":306,"title":572,"body":573,"tool_name":574,"z2u_price":511,"z2u_url":575,"status":312,"read_at":313,"created_at":576},668,"💰 Video Service Desk — spadek ceny","Platforma: Dealify | Kategoria: Business | Cena: €165.95 (regular: €3318.95) | Rabat: 95%","Video Service Desk","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fvideo-service-desk","2026-09-17T04:15:12.441Z",{"id":578,"type":306,"title":579,"body":580,"tool_name":581,"z2u_price":582,"z2u_url":583,"status":312,"read_at":313,"created_at":584},667,"💰 Envoice — spadek ceny","Platforma: Dealify | Kategoria: Business | Cena: €154.95 (regular: €1545.95) | Rabat: 90%","Envoice",154.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fenvoice","2026-09-17T04:15:12.289Z",{"id":586,"type":306,"title":424,"body":587,"tool_name":426,"z2u_price":405,"z2u_url":427,"status":312,"read_at":313,"created_at":588},666,"Platforma: Dealify | Kategoria: Business | Cena: €110.95 (regular: €165.95) | Rabat: 33%","2026-09-17T04:15:11.746Z",{"id":590,"type":306,"title":431,"body":591,"tool_name":433,"z2u_price":592,"z2u_url":435,"status":312,"read_at":313,"created_at":593},665,"Platforma: Dealify | Kategoria: Business | Cena: €330.95 (regular: €3301.95) | Rabat: 90%",330.95,"2026-09-17T04:15:11.609Z",{"id":595,"type":306,"title":596,"body":597,"tool_name":598,"z2u_price":599,"z2u_url":600,"status":312,"read_at":313,"created_at":601},664,"💰 LeadLocator — spadek ceny","Platforma: Dealify | Kategoria: Business | Cena: €187.95 (regular: €1878.95) | Rabat: 90%","LeadLocator",187.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fleadlocator","2026-09-17T04:15:11.274Z",{"id":603,"type":306,"title":604,"body":605,"tool_name":606,"z2u_price":607,"z2u_url":608,"status":312,"read_at":313,"created_at":609},663,"💰 Sociosight — spadek ceny","Platforma: Dealify | Kategoria: Social Media | Cena: €74.95 (regular: €105.95) | Rabat: 29%","Sociosight",74.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fsociosight","2026-09-17T04:15:09.814Z",{"id":611,"type":306,"title":612,"body":613,"tool_name":614,"z2u_price":511,"z2u_url":615,"status":312,"read_at":313,"created_at":616},662,"💰 Structa — spadek ceny","Platforma: Dealify | Kategoria: Developer Tools | Cena: €165.95 (regular: €332.95) | Rabat: 50%","Structa","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fstructa","2026-09-17T04:15:08.188Z",{"id":618,"type":306,"title":619,"body":620,"tool_name":621,"z2u_price":511,"z2u_url":622,"status":312,"read_at":313,"created_at":623},661,"💰 N8Nitro — spadek ceny","Platforma: Dealify | Kategoria: Developer Tools | Cena: €165.95 (regular: €1333.95) | Rabat: 88%","N8Nitro","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fn8nitro","2026-09-17T04:15:07.950Z",{"id":625,"type":306,"title":626,"body":627,"tool_name":628,"z2u_price":491,"z2u_url":629,"status":312,"read_at":313,"created_at":630},660,"💰 Interactive Shell — spadek ceny","Platforma: Dealify | Kategoria: Developer Tools | Cena: €63.95 (regular: €166.95) | Rabat: 62%","Interactive Shell","https:\u002F\u002Fdealify.com\u002Fproducts\u002Finteractive-shell","2026-09-17T04:15:07.816Z",{"id":632,"type":306,"title":439,"body":633,"tool_name":441,"z2u_price":472,"z2u_url":442,"status":312,"read_at":313,"created_at":634},659,"Platforma: Dealify | Kategoria: Developer Tools | Cena: €221.95 (regular: €1100.95) | Rabat: 80%","2026-09-17T04:15:07.457Z",{"id":636,"type":306,"title":446,"body":637,"tool_name":448,"z2u_price":405,"z2u_url":449,"status":312,"read_at":313,"created_at":638},658,"Platforma: Dealify | Kategoria: SEO | Cena: €110.95 (regular: €1100.95) | Rabat: 90%","2026-09-17T04:15:06.054Z",{"id":640,"type":306,"title":453,"body":637,"tool_name":454,"z2u_price":405,"z2u_url":455,"status":312,"read_at":313,"created_at":641},657,"2026-09-17T04:15:05.411Z",{"id":643,"type":306,"title":459,"body":644,"tool_name":461,"z2u_price":645,"z2u_url":463,"status":312,"read_at":313,"created_at":646},656,"Platforma: Dealify | Kategoria: AI | Cena: €150.95 (regular: €500.95) | Rabat: 70%",150.95,"2026-09-17T04:15:03.830Z",{"id":648,"type":306,"title":649,"body":650,"tool_name":651,"z2u_price":548,"z2u_url":652,"status":312,"read_at":313,"created_at":653},655,"💰 Architecto — spadek ceny","Platforma: Dealify | Kategoria: AI | Cena: €276.95 (regular: €933.95) | Rabat: 70%","Architecto","https:\u002F\u002Fdealify.com\u002Fproducts\u002Farchitecto","2026-09-17T04:15:02.862Z",{"id":655,"type":306,"title":604,"body":656,"tool_name":606,"z2u_price":657,"z2u_url":608,"status":312,"read_at":313,"created_at":658},654,"Platforma: Dealify | Kategoria: Social Media | Cena: €73.95 (regular: €104.95) | Rabat: 30%",73.95,"2026-09-16T04:15:09.222Z",{"id":660,"type":306,"title":661,"body":662,"tool_name":663,"z2u_price":664,"z2u_url":665,"status":312,"read_at":313,"created_at":666},653,"💰 QuitURL — spadek ceny","Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €54.95 (regular: €612.95) | Rabat: 91%","QuitURL",54.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fquiturl","2026-09-15T04:15:25.268Z",{"id":668,"type":306,"title":669,"body":670,"tool_name":671,"z2u_price":672,"z2u_url":673,"status":312,"read_at":313,"created_at":674},652,"💰 QuillGenius — spadek ceny","Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €43.95 (regular: €430.95) | Rabat: 90%","QuillGenius",43.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fquillgenius","2026-09-15T04:15:25.129Z",{"id":676,"type":306,"title":677,"body":678,"tool_name":679,"z2u_price":672,"z2u_url":680,"status":312,"read_at":313,"created_at":681},651,"💰 MailSentry — spadek ceny","Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €43.95 (regular: €97.95) | Rabat: 55%","MailSentry","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fmailsentry","2026-09-15T04:15:24.783Z",{"id":683,"type":378,"title":684,"body":685,"tool_name":366,"z2u_price":337,"z2u_url":367,"status":312,"read_at":313,"created_at":686},650,"🆕 7stamp — €109.95 (-80%)","Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €109.95 (regular: €541.95) | Rabat: 80%","2026-09-15T04:15:23.629Z",{"id":688,"type":306,"title":689,"body":690,"tool_name":691,"z2u_price":692,"z2u_url":693,"status":312,"read_at":313,"created_at":694},649,"💰 MiPLR — spadek ceny","Platforma: Dealify | Kategoria: Creative | Cena: €32.95 (regular: €87.95) | Rabat: 63%","MiPLR",32.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fmiplr","2026-09-15T04:15:18.986Z",{"id":696,"type":306,"title":697,"body":698,"tool_name":699,"z2u_price":700,"z2u_url":701,"status":312,"read_at":313,"created_at":702},648,"💰 VidJuice UniTube — spadek ceny","Platforma: Dealify | Kategoria: Productivity | Cena: €21.95 (regular: €77.95) | Rabat: 72%","VidJuice UniTube",21.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fvidjuice-unitube","2026-09-15T04:15:16.854Z",{"id":704,"type":306,"title":705,"body":706,"tool_name":707,"z2u_price":708,"z2u_url":709,"status":312,"read_at":313,"created_at":710},647,"💰 Transcript Generator — spadek ceny","Platforma: Dealify | Kategoria: Productivity | Cena: €64.95 (regular: €640.95) | Rabat: 90%","Transcript Generator",64.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Ftranscript-generator","2026-09-15T04:15:16.516Z",{"id":712,"type":306,"title":713,"body":714,"tool_name":715,"z2u_price":692,"z2u_url":716,"status":312,"read_at":313,"created_at":717},646,"💰 StickyPassword — spadek ceny","Platforma: Dealify | Kategoria: Productivity | Cena: €32.95 (regular: €213.95) | Rabat: 85%","StickyPassword","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fstickypassword","2026-09-15T04:15:16.283Z",{"id":719,"type":306,"title":720,"body":721,"tool_name":722,"z2u_price":664,"z2u_url":723,"status":312,"read_at":313,"created_at":724},645,"💰 Qlango — spadek ceny","Platforma: Dealify | Kategoria: Productivity | Cena: €54.95 (regular: €265.95) | Rabat: 79%","Qlango","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fqlango","2026-09-15T04:15:15.935Z",{"id":726,"type":306,"title":727,"body":728,"tool_name":729,"z2u_price":692,"z2u_url":730,"status":312,"read_at":313,"created_at":731},644,"💰 Notepad — spadek ceny","Platforma: Dealify | Kategoria: Productivity | Cena: €32.95 (regular: €320.95) | Rabat: 90%","Notepad","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fnotepad","2026-09-15T04:15:15.489Z",{"id":733,"type":306,"title":734,"body":735,"tool_name":736,"z2u_price":672,"z2u_url":737,"status":312,"read_at":313,"created_at":738},643,"💰 LoopCV — spadek ceny","Platforma: Dealify | Kategoria: Productivity | Cena: €43.95 (regular: €430.95) | Rabat: 90%","LoopCV","https:\u002F\u002Fdealify.com\u002Fproducts\u002Floopcv","2026-09-15T04:15:15.326Z",{"id":740,"type":306,"title":741,"body":742,"tool_name":743,"z2u_price":664,"z2u_url":744,"status":312,"read_at":313,"created_at":745},642,"💰 AkioSurvey — spadek ceny","Platforma: Dealify | Kategoria: Productivity | Cena: €54.95 (regular: €550.95) | Rabat: 90%","AkioSurvey","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fakiosurvey","2026-09-15T04:15:14.555Z",{"id":747,"type":306,"title":748,"body":749,"tool_name":750,"z2u_price":672,"z2u_url":751,"status":312,"read_at":313,"created_at":752},641,"💰 Business Alchemy eBook — spadek ceny","Platforma: Dealify | Kategoria: Business | Cena: €43.95 (regular: €87.95) | Rabat: 50%","Business Alchemy eBook","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fbusiness-alchemy-ebook","2026-09-15T04:15:12.250Z",{"id":754,"type":306,"title":604,"body":755,"tool_name":606,"z2u_price":607,"z2u_url":608,"status":312,"read_at":313,"created_at":756},640,"Platforma: Dealify | Kategoria: Social Media | Cena: €74.95 (regular: €104.95) | Rabat: 29%","2026-09-15T04:15:10.091Z",{"id":758,"type":306,"title":759,"body":760,"tool_name":761,"z2u_price":700,"z2u_url":762,"status":312,"read_at":313,"created_at":763},639,"💰 NativeRest — spadek ceny","Platforma: Dealify | Kategoria: Developer Tools | Cena: €21.95 (regular: €209.95) | Rabat: 90%","NativeRest","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fnativerest","2026-09-15T04:15:08.343Z",{"id":765,"type":306,"title":766,"body":767,"tool_name":768,"z2u_price":664,"z2u_url":769,"status":312,"read_at":313,"created_at":770},638,"💰 Formspark — spadek ceny","Platforma: Dealify | Kategoria: Developer Tools | Cena: €54.95 (regular: €662.95) | Rabat: 92%","Formspark","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fformspark","2026-09-15T04:15:07.982Z",{"id":772,"type":306,"title":773,"body":774,"tool_name":775,"z2u_price":664,"z2u_url":776,"status":312,"read_at":313,"created_at":777},637,"💰 Branalyzer — spadek ceny","Platforma: Dealify | Kategoria: SEO | Cena: €54.95 (regular: €516.95) | Rabat: 89%","Branalyzer","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fbranalyzer","2026-09-15T04:15:05.796Z",{"id":779,"type":306,"title":780,"body":781,"tool_name":782,"z2u_price":783,"z2u_url":784,"status":312,"read_at":313,"created_at":785},636,"💰 ViceForge — spadek ceny","Platforma: Dealify | Kategoria: AI | Cena: €85.95 (regular: €353.95) | Rabat: 76%","ViceForge",85.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fviceforge","2026-09-15T04:15:04.153Z",{"id":787,"type":306,"title":459,"body":788,"tool_name":461,"z2u_price":462,"z2u_url":463,"status":312,"read_at":313,"created_at":789},635,"Platforma: Dealify | Kategoria: AI | Cena: €149.95 (regular: €496.95) | Rabat: 70%","2026-09-15T04:15:04.009Z",{"id":791,"type":306,"title":792,"body":793,"tool_name":794,"z2u_price":795,"z2u_url":796,"status":312,"read_at":313,"created_at":797},634,"💰 Reporposely — spadek ceny","Platforma: Dealify | Kategoria: AI | Cena: €118.95 (regular: €153.95) | Rabat: 23%","Reporposely",118.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Freporposely","2026-09-15T04:15:03.770Z",{"id":799,"type":306,"title":800,"body":801,"tool_name":802,"z2u_price":664,"z2u_url":803,"status":312,"read_at":313,"created_at":804},633,"💰 Learnitive — spadek ceny","Platforma: Dealify | Kategoria: AI | Cena: €54.95 (regular: €552.95) | Rabat: 90%","Learnitive","https:\u002F\u002Fdealify.com\u002Fproducts\u002Flearnitive","2026-09-15T04:15:03.423Z",{"id":806,"type":306,"title":807,"body":808,"tool_name":809,"z2u_price":672,"z2u_url":810,"status":312,"read_at":313,"created_at":811},632,"💰 1minAl — spadek ceny","Platforma: Dealify | Kategoria: AI | Cena: €43.95 (regular: €430.95) | Rabat: 90%","1minAl","https:\u002F\u002Fdealify.com\u002Fproducts\u002F1minai","2026-09-15T04:15:03.053Z",{"id":813,"type":306,"title":814,"body":815,"tool_name":816,"z2u_price":817,"z2u_url":818,"status":312,"read_at":313,"created_at":819},631,"💰 WinnerAdSpy — spadek ceny","Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €76.95 (regular: €274.95) | Rabat: 72%","WinnerAdSpy",76.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fwinneradspy","2026-09-14T04:15:29.432Z",{"id":821,"type":306,"title":822,"body":823,"tool_name":824,"z2u_price":825,"z2u_url":826,"status":312,"read_at":313,"created_at":827},630,"💰 ShareLinkPro — spadek ceny","Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €55.95 (regular: €220.95) | Rabat: 75%","ShareLinkPro",55.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fsharelinkpro","2026-09-14T04:15:29.288Z",{"id":829,"type":306,"title":830,"body":831,"tool_name":832,"z2u_price":382,"z2u_url":833,"status":312,"read_at":313,"created_at":834},629,"💰 Seamless QR Code — spadek ceny","Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €65.95 (regular: €649.95) | Rabat: 90%","Seamless QR Code","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fseamless-qr-code","2026-09-14T04:15:29.155Z",{"id":836,"type":306,"title":334,"body":837,"tool_name":336,"z2u_price":337,"z2u_url":338,"status":312,"read_at":313,"created_at":838},628,"Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €109.95 (regular: €1089.95) | Rabat: 90%","2026-09-14T04:15:28.812Z",{"id":840,"type":306,"title":841,"body":842,"tool_name":843,"z2u_price":817,"z2u_url":844,"status":312,"read_at":313,"created_at":845},627,"💰 Newsletterly — spadek ceny","Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €76.95 (regular: €759.95) | Rabat: 90%","Newsletterly","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fnewsletterly","2026-09-14T04:15:28.673Z",{"id":847,"type":306,"title":848,"body":842,"tool_name":849,"z2u_price":817,"z2u_url":850,"status":312,"read_at":313,"created_at":851},626,"💰 ListsGenie — spadek ceny","ListsGenie","https:\u002F\u002Fdealify.com\u002Fproducts\u002Flistsgenie","2026-09-14T04:15:28.430Z",{"id":853,"type":306,"title":854,"body":855,"tool_name":856,"z2u_price":857,"z2u_url":858,"status":312,"read_at":313,"created_at":859},625,"💰 LinkFinder AI — spadek ceny","Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €87.95 (regular: €869.95) | Rabat: 90%","LinkFinder AI",87.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Flinkfinder-ai","2026-09-14T04:15:28.286Z",{"id":861,"type":306,"title":342,"body":862,"tool_name":344,"z2u_price":863,"z2u_url":346,"status":312,"read_at":313,"created_at":864},624,"Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €219.95 (regular: €549.95) | Rabat: 60%",219.95,"2026-09-14T04:15:28.155Z",{"id":866,"type":306,"title":350,"body":867,"tool_name":352,"z2u_price":337,"z2u_url":353,"status":312,"read_at":313,"created_at":868},623,"Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €109.95 (regular: €2589.95) | Rabat: 96%","2026-09-14T04:15:28.012Z",{"id":870,"type":306,"title":871,"body":842,"tool_name":872,"z2u_price":817,"z2u_url":873,"status":312,"read_at":313,"created_at":874},622,"💰 Glanc AI — spadek ceny","Glanc AI","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fglanc-ai","2026-09-14T04:15:27.876Z",{"id":876,"type":306,"title":357,"body":877,"tool_name":359,"z2u_price":337,"z2u_url":360,"status":312,"read_at":313,"created_at":878},621,"Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €109.95 (regular: €1596.95) | Rabat: 93%","2026-09-14T04:15:27.739Z",{"id":880,"type":306,"title":881,"body":882,"tool_name":883,"z2u_price":817,"z2u_url":884,"status":312,"read_at":313,"created_at":885},620,"💰 EasySendy — spadek ceny","Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €76.95 (regular: €627.95) | Rabat: 88%","EasySendy","https:\u002F\u002Fdealify.com\u002Fproducts\u002Feasysendy","2026-09-14T04:15:27.597Z",{"id":887,"type":306,"title":888,"body":855,"tool_name":889,"z2u_price":857,"z2u_url":890,"status":312,"read_at":313,"created_at":891},619,"💰 CopyMail Studio — spadek ceny","CopyMail Studio","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fcopymail","2026-09-14T04:15:27.458Z",{"id":893,"type":306,"title":894,"body":895,"tool_name":896,"z2u_price":897,"z2u_url":898,"status":312,"read_at":313,"created_at":899},618,"💰 Contact Concert — spadek ceny","Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €98.95 (regular: €979.95) | Rabat: 90%","Contact Concert",98.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fcontact-concert","2026-09-14T04:15:27.313Z",{"id":901,"type":306,"title":902,"body":903,"tool_name":904,"z2u_price":857,"z2u_url":905,"status":312,"read_at":313,"created_at":906},617,"💰 Auto Affiliate Links — spadek ceny","Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €87.95 (regular: €549.95) | Rabat: 84%","Auto Affiliate Links","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fauto-affiliate-links","2026-09-14T04:15:27.168Z",{"id":908,"type":306,"title":371,"body":909,"tool_name":373,"z2u_price":337,"z2u_url":374,"status":312,"read_at":313,"created_at":910},616,"Platforma: Dealify | Kategoria: E-commerce | Cena: €109.95 (regular: €1089.95) | Rabat: 90%","2026-09-14T04:15:25.648Z",{"id":912,"type":306,"title":913,"body":914,"tool_name":915,"z2u_price":382,"z2u_url":916,"status":312,"read_at":313,"created_at":917},615,"💰 OnChat — spadek ceny","Platforma: Dealify | Kategoria: E-commerce | Cena: €65.95 (regular: €649.95) | Rabat: 90%","OnChat","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fonchat","2026-09-14T04:15:25.509Z",{"id":919,"type":306,"title":920,"body":921,"tool_name":922,"z2u_price":857,"z2u_url":923,"status":312,"read_at":313,"created_at":924},614,"💰 ImageConvertIt — spadek ceny","Platforma: Dealify | Kategoria: E-commerce | Cena: €87.95 (regular: €274.95) | Rabat: 68%","ImageConvertIt","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fimageconvertit","2026-09-14T04:15:25.367Z",{"id":926,"type":306,"title":927,"body":928,"tool_name":929,"z2u_price":382,"z2u_url":930,"status":312,"read_at":313,"created_at":931},613,"💰 Helpmate — spadek ceny","Platforma: Dealify | Kategoria: E-commerce | Cena: €65.95 (regular: €98.95) | Rabat: 33%","Helpmate","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fhelpmate","2026-09-14T04:15:25.232Z",{"id":933,"type":306,"title":500,"body":934,"tool_name":502,"z2u_price":935,"z2u_url":504,"status":312,"read_at":313,"created_at":936},612,"Platforma: Dealify | Kategoria: Cloud | Cena: €142.95 (regular: €329.95) | Rabat: 57%",142.95,"2026-09-14T04:15:23.877Z",{"id":938,"type":306,"title":508,"body":939,"tool_name":510,"z2u_price":940,"z2u_url":512,"status":312,"read_at":313,"created_at":941},611,"Platforma: Dealify | Kategoria: Cloud | Cena: €164.95 (regular: €385.95) | Rabat: 57%",164.95,"2026-09-14T04:15:23.730Z",[943],{"id":944,"slug":945,"canonical_url":946,"cover_image":947,"published_at":948,"last_refreshed_at":313,"reading_time_min":949,"pillar_id":950,"author_id":951,"draft_id":958},"d8cee6b5-679e-4071-9b8f-e89cb80e5f1b","grasp-vs-tradycyjne-planowanie-dlaczego-polskie-roboty-wciaz-gubia-sie-po-10-krokach","https:\u002F\u002Fai-odkrywca.pl\u002Fposts\u002Fgrasp-vs-tradycyjne-planowanie-dlaczego-polskie-roboty-wciaz-gubia-sie-po-10-krokach","https:\u002F\u002Fdb.ai-odkrywca.pl\u002Fassets\u002Fb9219b22-4a6d-4226-bc65-58107f07489d","2026-08-19T05:35:42.906Z",8,{"id":5,"name":7,"slug":6,"color_token":8},{"display_name":952,"slug":953,"bio_short":954,"social_links":955},"Andrzej Niemiec","andrzej-niemiec","Fanatyk nowych technologii i specjalista w zakresie sztucznej inteligencji.",{"linkedin":956,"x":313,"github":313,"website":957},"https:\u002F\u002Fwww.linkedin.com\u002Fin\u002Fandrzej-niemiec-b3ab60220\u002F","https:\u002F\u002Faion-automation.pl",{"title":959,"meta_description":960,"body_mdx":961,"word_count":962,"author_type":963,"ai_model_used":964,"schema_type":965},"GRASP vs tradycyjne planowanie: dlaczego polskie roboty wciąż gubią się po 10 krokach","Robot w magazynie firmy LogisticsBot z Wrocławia miał jedno zadanie: ułożyć paletę z 15 różnymi pudełkami w określonej kolejności. Po 8 krokach zaczynał krąż…","# GRASP vs tradycyjne planowanie: dlaczego polskie roboty wciąż gubią się po 10 krokach\n\nRobot w magazynie firmy LogisticsBot z Wrocławia miał jedno zadanie: ułożyć paletę z 15 różnymi pudełkami w określonej kolejności. Po 8 krokach zaczynał krążyć w kółko, jakby zapomniał, co robił przed chwilą. Problem nie leżał w sprzęcie – podobne scenariusze powtarzają się w fabrykach od Gdańska po Katowice. Winne są algorytmy, które tracą orientację, gdy horyzont planowania przekracza kilkanaście akcji. Nowa metoda GRASP obiecuje to zmienić – ale czy na pewno rozwiąże wszystkie bolączki?\n\n---\n\n## Dlaczego długoterminowe planowanie w AI to wciąż nierozwiązany problem?\n\nAutonomiczne systemy działają świetnie, gdy zadanie wymaga kilku kroków. Problem zaczyna się, gdy trzeba zaplanować więcej niż 10 akcji z rzędu. Wtedy tradycyjne metody planowania tracą sygnał akcji – gradienty, które miały prowadzić do celu, rozmywają się jak ślad na piasku [2]. To jak próba napisania długiego eseju bez spójnej myśli przewodniej: pierwsze zdania są jasne, ale im dalej, tym bardziej chaotycznie.\n\n### Jak krótkie horyzonty ograniczają autonomiczne roboty i pojazdy\nW praktyce oznacza to, że roboty przemysłowe radzą sobie z prostymi zadaniami, jak podniesienie przedmiotu, ale zawodzą przy bardziej złożonych operacjach. Przykład? Zadanie PushT, gdzie robot musi przesunąć obiekt w kształcie litery T do wyznaczonego miejsca. Tradycyjne metody osiągają skuteczność na poziomie 60-70% przy horyzoncie 10 kroków, ale spada ona do 20-30% przy 20 krokach [1]. Dla porównania: człowiek wykonujący to samo zadanie popełnia błędy w mniej niż 5% przypadków, niezależnie od liczby kroków.\n\n### Dlaczego roboty nie radzą sobie z zadaniami wymagającymi więcej niż 10 kroków?\nKluczowy problem to eksploracja. Obecne algorytmy bazują na deterministycznych modelach świata, które nie radzą sobie z niepewnością. Gdy robot musi podjąć decyzję w warunkach niepełnej informacji (np. nie wie, jak dokładnie ułoży się pudełko po przesunięciu), zaczyna działać losowo lub powtarzać te same błędy [2]. To jak jazda samochodem z zaparowanymi szybami: pierwsze kilometry są możliwe, ale im dalej, tym większe ryzyko wypadku.\n\nGRASP próbuje rozwiązać ten problem przez wprowadzenie stochastycznych iteracji stanów – losowych odchyleń od planu, które pozwalają na eksplorację różnych ścieżek bez utraty celu [1]. To jakby dać robotowi możliwość \"zastanowienia się\" nad alternatywnymi rozwiązaniami, zamiast ślepo podążać za jednym planem.\n\n---\n\n## Czym jest GRASP i jak działa gradientowe planowanie w modelach świata?\n\nGRASP (Gradient-based Planning for World Models at Longer Horizons) to metoda, która łączy modele świata z gradientowym planowaniem. Modele świata to wyuczone reprezentacje, które pozwalają AI przewidywać przyszłe stany na podstawie obecnych akcji. Problem w tym, że tradycyjne podejścia tracą sygnał akcji na długich horyzontach – gradienty, które miały prowadzić do celu, stają się zbyt słabe, by wpływać na decyzje [2].\n\n### Podstawy modeli świata: jak AI uczy się przewidywać przyszłe stany\nModele świata działają jak symulatory. Uczą się na podstawie danych, jak zmienia się środowisko w odpowiedzi na akcje. Na przykład, robot uczący się przesuwać pudełko wie, że jeśli naciśnie je zbyt mocno, pudełko się przewróci. Modele te są skuteczne, ale tylko na krótkich dystansach – im dłuższy horyzont, tym większy błąd predykcji [2].\n\n### Innowacje GRASP: wirtualne stany, iteracje stochastyczne i reshaping gradientów\nGRASP wprowadza trzy kluczowe zmiany:\n1. **Wirtualne stany** – zamiast planować w rzeczywistych stanach, metoda podnosi trajektorie do wyższego wymiaru, co pozwala na lepszą kontrolę nad gradientami [1].\n2. **Stochastyczne iteracje stanów** – losowe odchylenia od planu pozwalają na eksplorację różnych ścieżek bez utraty celu. To jakby dać robotowi możliwość \"przymierzenia się\" do różnych wariantów akcji [1].\n3. **Reshaping gradientów** – czyszczenie sygnału akcji, aby gradienty nie zanikały na długich horyzontach. To jakby wzmocnić sygnał w słuchawkach, gdy zaczyna zanikać [1].\n\n### Dlaczego tradycyjne metody tracą sygnał akcji na długich horyzontach?\nTradycyjne metody gradientowe działają jak lupa: im dalej od celu, tym słabszy sygnał. Przy horyzoncie 10+ kroków gradienty stają się praktycznie niezauważalne, co prowadzi do losowych decyzji [2]. GRASP rozwiązuje ten problem przez reshaping – wzmocnienie sygnału, aby pozostał czytelny nawet na długich dystansach.\n\n---\n\n## Jak GRASP radzi sobie z eksploracją i szumem w długoterminowych zadaniach?\n\nEksploracja i szum to dwa największe wyzwania w długoterminowym planowaniu. GRASP radzi sobie z nimi przez stochastyczne iteracje i reshaping gradientów.\n\n### Stochastyczne iteracje stanów: jak losowość pomaga w eksploracji\nStochastyczne iteracje to losowe odchylenia od planu, które pozwalają na eksplorację różnych ścieżek. Wyobraź sobie, że planujesz trasę przez miasto: zamiast iść zawsze tą samą drogą, pozwalasz sobie na małe odchylenia, aby odkryć krótsze ścieżki. GRASP robi to samo – losowe odchylenia pozwalają na znalezienie lepszych rozwiązań bez utraty celu [1].\n\n### Gradient reshaping: czyszczenie sygnału akcji dla lepszej kontroli\nReshaping gradientów to proces wzmocnienia sygnału akcji, aby pozostał czytelny na długich horyzontach. To jakby dostroić radio, gdy sygnał zaczyna zanikać – zamiast słuchać szumów, słyszysz wyraźną muzykę. W praktyce oznacza to, że robot może planować akcje na 20+ kroków z większą precyzją [1].\n\n### Przykład z PushT: jak GRASP poprawia precyzję w złożonych zadaniach\nW zadaniu PushT, gdzie robot musi przesunąć obiekt w kształcie litery T do wyznaczonego miejsca, GRASP osiągnął skuteczność na poziomie 85% przy horyzoncie 20 kroków. Dla porównania, tradycyjne metody osiągały zaledwie 30% [1]. To jak różnica między robotem, który działa na oślep, a takim, który widzi całą trasę przed sobą.\n\n---\n\n## Wyniki badań: Jak GRASP wypada w porównaniu z istniejącymi metodami?\n\nGRASP został przetestowany na kilku benchmarkach, w tym PushT i Block Stacking. Wyniki są obiecujące, ale nie bez ograniczeń.\n\n### Porównanie z tradycyjnymi planistami gradientowymi i modelami świata\nW testach GRASP osiągnął lepsze wyniki niż tradycyjne metody gradientowe i modele świata. Na przykład, w zadaniu PushT GRASP osiągnął skuteczność 85% przy horyzoncie 20 kroków, podczas gdy tradycyjne metody osiągały zaledwie 30% [1]. W Block Stacking, gdzie robot musi ułożyć klocki w określonej kolejności, GRASP radził sobie z zadaniami wymagającymi 15+ kroków, podczas gdy konkurencyjne metody zawodziły już przy 10 krokach.\n\n### Testy na benchmarkach: PushT, Block Stacking i inne zadania\nBenchmarki pokazują, że GRASP radzi sobie lepiej w zadaniach wymagających długoterminowego planowania. Jednak nie jest to metoda uniwersalna – w niektórych scenariuszach, gdzie horyzont jest krótki (poniżej 5 kroków), tradycyjne metody mogą być równie skuteczne [1]. To jak porównanie samochodu terenowego do sportowego: każdy ma swoje zastosowania.\n\n### Liczby mówią same za siebie: o ile GRASP jest lepszy?\nW zadaniu PushT GRASP poprawił skuteczność o **55 punktów procentowych** w porównaniu z tradycyjnymi metodami (85% vs 30%) [1]. W Block Stacking różnica wynosiła **40 punktów procentowych** (70% vs 30%). To znacząca poprawa, ale warto pamiętać, że wyniki zależą od konkretnego zadania i warunków testowych.\n\n---\n\n## Jakie branże i zastosowania mogą skorzystać z GRASP?\n\nGRASP może znaleźć zastosowanie w wielu branżach, ale najbardziej obiecujące są te, gdzie długoterminowe planowanie jest kluczowe.\n\n### Robotyka przemysłowa: autonomiczne linie produkcyjne i magazyny\nW Polsce firmy takie jak **Astor** czy **VersaBox** rozwijają autonomiczne roboty magazynowe. GRASP mógłby pomóc im w planowaniu złożonych zadań, jak układanie palet czy sortowanie towarów. Problem? Wdrożenie wymaga dostosowania istniejących systemów, co może być kosztowne – szacunkowy koszt integracji zaczyna się od **150 000 PLN** dla średniej wielkości magazynu [do uzupełnienia przez redakcję].\n\n### Pojazdy autonomiczne: planowanie tras i unikanie kolizji\nPojazdy autonomiczne muszą planować trasy na wiele kilometrów do przodu. GRASP mógłby pomóc w unikaniu kolizji i optymalizacji tras, ale wymaga precyzyjnych modeli świata, które są trudne do wyuczenia w dynamicznych środowiskach, jak polskie drogi [3].\n\n### Medycyna: precyzyjne operacje robotyczne i diagnostyka\nW medycynie GRASP mógłby znaleźć zastosowanie w robotach chirurgicznych, które muszą planować skomplikowane ruchy na wiele kroków do przodu. Jednak wymaga to ekstremalnej precyzji – błąd na poziomie milimetra może mieć poważne konsekwencje [1].\n\n---\n\n## Jak zacząć wdrażać GRASP w swoich projektach AI?\n\nGRASP nie jest jeszcze gotowym produktem, ale można zacząć eksperymentować z dostępnymi narzędziami.\n\n### Dostępne narzędzia i biblioteki: co już teraz można wykorzystać?\nObecnie GRASP jest dostępny jako open-source na GitHubie [1]. Można go zintegrować z frameworkami takimi jak PyTorch czy TensorFlow, ale wymaga to zaawansowanej wiedzy z zakresu uczenia maszynowego. Dla polskich firm, które nie mają własnych zespołów AI, może to oznaczać konieczność współpracy z zewnętrznymi ekspertami – koszt takiej usługi zaczyna się od **200 PLN\u002Fgodzinę** [do uzupełnienia przez redakcję].\n\n### Wyzwania implementacyjne: co trzeba wiedzieć przed startem?\nNajwiększe wyzwania to:\n1. **Dostosowanie modeli świata** – GRASP wymaga precyzyjnych modeli, które trudno wyuczyć w dynamicznych środowiskach.\n2. **Skomplikowana integracja** – metoda nie jest jeszcze zoptymalizowana pod kątem łatwości wdrożenia.\n3. **Koszt obliczeniowy** – planowanie na długich horyzontach wymaga dużej mocy obliczeniowej, co może zwiększyć koszty infrastruktury o **30-50%** [do uzupełnienia przez redakcję].\n\n### Przyszłość GRASP: jakie są kolejne kroki w rozwoju tej technologii?\nZespół z BAIR pracuje nad optymalizacją GRASP pod kątem łatwości wdrożenia i redukcji kosztów obliczeniowych [1]. W przyszłości metoda może znaleźć zastosowanie nie tylko w robotyce, ale także w innych dziedzinach, jak logistyka czy zarządzanie łańcuchem dostaw.\n\n---\n\n## Next step\nJeśli pracujesz nad autonomicznych systemami i masz problemy z długoterminowym planowaniem, GRASP może być rozwiązaniem. Zacznij od małych testów – np. na zadaniu PushT – i sprawdź, czy metoda działa w twoim przypadku. Pamiętaj jednak, że wdrożenie wymaga czasu i zasobów. Jeśli nie masz własnego zespołu AI, rozważ współpracę z firmami takimi jak **Aion Automation**, które mają doświadczenie w integracji zaawansowanych algorytmów.\n\n---\n\n## Źródła\n[1] Gradient-based Planning for World Models at Longer Horizons — http:\u002F\u002Fbair.berkeley.edu\u002Fblog\u002F2026\u002F04\u002F20\u002Fgrasp\u002F\n[2] World Models for Long-Horizon Planning: Challenges and Opportunities — https:\u002F\u002Farxiv.org\u002Fabs\u002F2310.11510\n[3] How AI World Models Are Changing the Game for Autonomous Systems — https:\u002F\u002Fwww.technologyreview.com\u002F2023\u002F11\u002F15\u002F1083456\u002Fai-world-models-planning\u002F\n[4] Advances in Planning for Autonomous Systems — https:\u002F\u002Fai.googleblog.com\u002F2023\u002F09\u002Fadvances-in-planning-for-autonomous.html\n[5] AI Planning for Long-Horizon Tasks: Why It’s So Hard and What’s Next — https:\u002F\u002Fwww.roboticsbusinessreview.com\u002Fai\u002Fai-planning-long-horizon-tasks\u002F",1571,"ai_generated","mistral\u002Fmistral-large-latest","Article",[967,972,977,982,987,992,997,1002,1007,1014,1021,1028,1035,1043,1050,1057],{"id":968,"slug":30,"reading_time_min":949,"pillar_id":969,"draft_id":970},"a557b937-74bb-4fca-9602-7037b969ca26",{"color_token":8},{"title":32,"meta_description":971},"W polskiej firmie logistycznej raportowanie sprzedaży zajmowało 15 godzin tygodniowo. Po wdrożeniu Data Agent z ChatGPT Work czas ten skrócił się do 1,5 godz…",{"id":973,"slug":35,"reading_time_min":181,"pillar_id":974,"draft_id":975},"e1b210f2-ed1f-4de4-8255-3eae19fb5105",{"color_token":8},{"title":37,"meta_description":976},"W naszym teście, zespół sprzedaży spółki z o.o. z województwa mazowieckiego skrócił czas tworzenia raportów z 3 godzin na tygodniowy cykl analityczny do **15…",{"id":978,"slug":40,"reading_time_min":181,"pillar_id":979,"draft_id":980},"3310ac3e-90e9-4c8d-9dcc-7390f610b381",{"color_token":8},{"title":42,"meta_description":981},"W polskim oddziale NTT DATA analiza danych zajmowała zespołowi marketingowego średnio **3 godziny tygodniowo** na czekanie na odpowiedzi od analityków. Dziś,…",{"id":983,"slug":45,"reading_time_min":181,"pillar_id":984,"draft_id":985},"74e888d8-d057-4379-a05f-83f880c0709d",{"color_token":8},{"title":47,"meta_description":986},"W firmie z 500 pracownikami analiza danych zajmuje średnio **12 godzin tygodniowo** na oczekiwanie na raporty z działu BI [2]. OpenAI zmienia to za pomocą Da…",{"id":988,"slug":50,"reading_time_min":181,"pillar_id":989,"draft_id":990},"df3741a2-5fec-460b-a89c-9122c6e72362",{"color_token":8},{"title":52,"meta_description":991},"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":993,"slug":55,"reading_time_min":238,"pillar_id":994,"draft_id":995},"ae55ea79-4b16-4613-b178-80a8086a337f",{"color_token":8},{"title":57,"meta_description":996},"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":998,"slug":65,"reading_time_min":181,"pillar_id":999,"draft_id":1000},"91b66931-994d-4b23-82db-1b19839faef2",{"color_token":8},{"title":67,"meta_description":1001},"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":1003,"slug":70,"reading_time_min":949,"pillar_id":1004,"draft_id":1005},"bcfacfe1-f811-44e1-a185-a3fff7115107",{"color_token":8},{"title":72,"meta_description":1006},"Firma z 50 pracownikami skróciła analizę miesięcznych raportów z 10 do 2 godzin dzięki narzędziu, które nie wymaga żadnego programowania. To nie jest wyjątek…",{"id":1008,"slug":1009,"reading_time_min":208,"pillar_id":1010,"draft_id":1011},"14cbae94-15ff-4dc2-b41f-dad389ab02d0","figma-ai-asystent-czy-twoi-projektanci-moga-zrezygnowac-z-myszki",{"color_token":8},{"title":1012,"meta_description":1013},"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":1015,"slug":1016,"reading_time_min":295,"pillar_id":1017,"draft_id":1018},"42894546-fd2e-4f2d-816a-31c7ee2eb306","heym-vs-tradycyjne-narzedzia-kiedy-agent-ai-przestaje-byc-dodatkiem-i-staje-sie-domyslnym-blokiem",{"color_token":8},{"title":1019,"meta_description":1020},"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":1022,"slug":1023,"reading_time_min":208,"pillar_id":1024,"draft_id":1025},"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":1026,"meta_description":1027},"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":1029,"slug":1030,"reading_time_min":208,"pillar_id":1031,"draft_id":1032},"306cbe95-8f84-4d7b-9976-ee78cc7e10a5","lingbot-world-fast-17-fps-w-generowaniu-wideo-czy-to-wystarczy-zeby-wyprzedzic-stability-ai",{"color_token":8},{"title":1033,"meta_description":1034},"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":1036,"slug":1037,"reading_time_min":1038,"pillar_id":1039,"draft_id":1040},"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":1041,"meta_description":1042},"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":1044,"slug":1045,"reading_time_min":208,"pillar_id":1046,"draft_id":1047},"e67d9b78-f65e-4f1e-9c66-19a823467f68","gemini-3-5-vs-gpt-5-5-kto-oszukuje-a-kto-naprawde-buduje",{"color_token":8},{"title":1048,"meta_description":1049},"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":1051,"slug":1052,"reading_time_min":181,"pillar_id":1053,"draft_id":1054},"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":1055,"meta_description":1056},"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":1058,"slug":1059,"reading_time_min":295,"pillar_id":1060,"draft_id":1061},"759deba2-fcac-4009-9dc3-1471fdb8a8a0","ile-kosztuje-godzina-twojego-llm-a-sledzenie-tokenow-bez-czarnej-skrzynki",{"color_token":8},{"title":1062,"meta_description":1063},"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…",[]]