[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"$ffFUljuElgdP-i1mZ4wzexYr4TTvUKDDrmCNWTaL4Fwo":3,"$f-gwIXJgDGgGv9bmRu29vUWmMAqDVQVCWspFuwnTv5fs":28,"$fs8386zdAUI-Rj5TzVbzTerjIHduHTXuIcIJmyYrxqs0":127,"notifications-unread":300,"$f1SvU60SrXFsTR2VjxYmUmQIdXAqdYOqCEJqVyph5P2U":988,"$fI-9aS7o1uqNIUN0nGxI6T4d_ZvJ-v4Bg8dWfYF7Zw_8":1010,"atoms-codex-w-data-science-ile-czasu-tracisz-na-dokumentacje-zamiast-na-analizy":1116},[4,9,14,19,24],{"id":5,"slug":6,"name":7,"color_token":8},"5878a593-ac48-4ff3-a25b-35a7de448daa","narzedzia-ai","Narzędzia AI","accent",{"id":10,"slug":11,"name":12,"color_token":13},"ec013b2c-e6c4-4c31-b1ec-9587c629a169","praktyczne-zastosowania","Praktyczne zastosowania","gold",{"id":15,"slug":16,"name":17,"color_token":18},"165808b7-bea9-4eef-8280-014b3d85e6bf","news-analizy","News & analizy","azure",{"id":20,"slug":21,"name":22,"color_token":23},"d6c684e6-7b4c-40d9-907b-469f30dc2126","tutoriale-how-to","Tutoriale how-to","olive",{"id":25,"slug":26,"name":27,"color_token":8},"73506ae5-4a59-4ce3-9712-58fbb8565fc4","nauka-biznes-marketing","Nauka biznes & marketing",[29,34,39,43,48,53,58,63,68,72,77,82,87,92,97,102,107,112,117,122],{"slug":30,"draft_id":31,"pillar_id":33},"google-vs-anthropic-kto-naprawde-kontroluje-open-source-ai",{"title":32},"Google vs Anthropic: kto naprawdę kontroluje open source AI?",{"name":17},{"slug":35,"draft_id":36,"pillar_id":38},"news-analizy-nawigacja-w-dynamicznym-swiecie-ai",{"title":37},"Newsy i analizy AI w 2026: jak odróżnić zmianę realną od szumu",null,{"slug":40,"draft_id":41,"pillar_id":38},"praktyczne-zastosowania-ai-od-pilotazu-do-produkcji",{"title":42},"Praktyczne zastosowania AI: jak przejść od pilotażu do produkcji",{"slug":44,"draft_id":45,"pillar_id":47},"78-deklaruje-5-mierzy-gdzie-reszta-gubi-pieniadze",{"title":46},"78% deklaruje, 5% mierzy. Gdzie reszta gubi pieniądze?",{"name":27},{"slug":49,"draft_id":50,"pillar_id":52},"twoj-agent-ma-72-skutecznosci-zmiana-modelu-tego-nie-naprawi",{"title":51},"LLM jako selektor akcji: dlaczego 72% to pułap, którego nie przeskoczysz bez zmiany architektury",{"name":12},{"slug":54,"draft_id":55,"pillar_id":57},"90-inwestuje-12-mierzy-to-jest-roznica-miedzy-zyskiem-a-wydatkiem",{"title":56},"90% inwestuje, 12% mierzy. To jest różnica między zyskiem a wydatkiem.",{"name":27},{"slug":59,"draft_id":60,"pillar_id":62},"egzaminy-w-erze-ai-czy-chatgpt-zdalby-mature-lepiej-niz-twoje-dziecko",{"title":61},"Egzaminy w erze AI: Czy ChatGPT zdałby maturę lepiej niż twoje dziecko?",{"name":17},{"slug":64,"draft_id":65,"pillar_id":67},"27-razy-zbudowalem-tego-samego-bota-oto-co-naprawde-psuje-sie-po-wyjsciu-z-demo",{"title":66},"Zapier, Make czy n8n: agenci AI i automatyzacja bez kodu w 2026",{"name":7},{"slug":69,"draft_id":70,"pillar_id":38},"tutoriale-how-to-praktyczne-integracje-ai-krok-po-kroku",{"title":71},"Integracja AI z systemami biznesowymi: praktyczny przewodnik 2026",{"slug":73,"draft_id":74,"pillar_id":76},"nemotron-3-nano-vs-reszta-stawki-4b-kto-wygrywa-lokalny-benchmark-finansowy-w-2026",{"title":75},"Nemotron 3 Nano 4B: co potwierdzają źródła o modelu NVIDIA",{"name":7},{"slug":78,"draft_id":79,"pillar_id":81},"openai-i-microsoft-kto-zyskuje-kto-traci-na-zerwaniu-wylacznosci",{"title":80},"OpenAI i Microsoft: kto zyskuje, kto traci na zerwaniu wyłączności",{"name":17},{"slug":83,"draft_id":84,"pillar_id":86},"5-dni-zero-kodu-dzialajacy-agent-ai-czy-google-naprawde-da-founderom-to-czego-potrzebuja",{"title":85},"5 dni, zero kodu, działający agent AI – czy Google naprawdę da founderom to, czego potrzebują?",{"name":22},{"slug":88,"draft_id":89,"pillar_id":91},"karpathy-w-anthropic-kto-teraz-naprawde-wyprzedzi-openai",{"title":90},"Karpathy w Anthropic: kto teraz naprawdę wyprzedzi OpenAI?",{"name":17},{"slug":93,"draft_id":94,"pillar_id":96},"chatgpt-w-rozmowach-o-depresji-czy-zwolnieniach-kiedy-ai-naprawde-rozumie-o-co-chodzi",{"title":95},"ChatGPT w rozmowach o depresji czy zwolnieniach — kiedy AI naprawdę rozumie, o co chodzi?",{"name":17},{"slug":98,"draft_id":99,"pillar_id":101},"twoj-agent-ai-wlasnie-zjadl-trucizne-i-nawet-o-tym-nie-wie",{"title":100},"Twój agent AI właśnie przeczytał stronę, która go okłamała — i nie wie o tym",{"name":12},{"slug":103,"draft_id":104,"pillar_id":106},"kiedy-brak-llm-gateway-zaczyna-kosztowac-mapa-decyzji-dla-operatora",{"title":105},"Lokalne modele AI vs API w chmurze: kiedy się opłaca przejść na",{"name":12},{"slug":108,"draft_id":109,"pillar_id":111},"web-search-rag-pipeline-zanim-napiszesz-kolejny-scraper-przeczytaj-o-czterech-pulapkach",{"title":110},"Web scraping dla AI: czyszczenie HTML zmniejsza tokeny",{"name":12},{"slug":113,"draft_id":114,"pillar_id":116},"hermes-agent-vs-gpt-4-kto-naprawde-wygrywa-w-open-source",{"title":115},"Hermes Agent vs. GPT-4: Kto naprawdę wygrywa w open-source?",{"name":17},{"slug":118,"draft_id":119,"pillar_id":121},"twoj-pilot-ai-zachwycil-zarzad-dlaczego-nigdy-nie-trafi-na-hale-produkcyjna",{"title":120},"Dlaczego pilotaż AI trafia do produkcji, ale biznes go nie widzi — 5%",{"name":12},{"slug":123,"draft_id":124,"pillar_id":126},"15-minut-vs-30-sekund-jak-przyspieszyc-pandasa-bez-kupowania-nowego-serwera",{"title":125},"15 minut vs 30 sekund: jak przyspieszyć Pandasa bez kupowania nowego serwera",{"name":22},[128,160,186,212,237,258,278],{"id":129,"label":130,"label_en":131,"icon":132,"subcategories":133,"count":159},"generowanie-tresci","Generowanie treści","Content Generation","pen-tool",[134,139,144,149,154],{"id":135,"label":136,"description":137,"count":138},"tekst-llm","Tekst i LLM","Chatboty, asystenci pisania, generatory copy, parafrazy",28,{"id":140,"label":141,"description":142,"count":143},"obrazy-design","Obrazy i design","Generowanie obrazów, edycja zdjęć, design graficzny",115,{"id":145,"label":146,"description":147,"count":148},"wideo-animacja","Wideo i animacja","Generowanie wideo, edycja, animacja AI",58,{"id":150,"label":151,"description":152,"count":153},"audio-mowa","Audio i mowa","TTS, voice cloning, generowanie muzyki, podcasty AI",43,{"id":155,"label":156,"description":157,"count":158},"kodowanie","Kodowanie","Asystenci kodowania, generacja kodu, code review",18,262,{"id":161,"label":162,"label_en":163,"icon":164,"subcategories":165,"count":185},"automatyzacja","Automatyzacja","Automation","zap",[166,170,175,180],{"id":167,"label":168,"description":169,"count":153},"workflow","Workflow i integracje","Automatyzacja procesów, integracje API, no-code",{"id":171,"label":172,"description":173,"count":174},"agenci-ai","Agenci AI","Autonomiczni agenci, frameworki agentowe, MCP",51,{"id":176,"label":177,"description":178,"count":179},"web-scraping","Web scraping i harvesting","Ekstrakcja danych, scraping, monitoring stron",6,{"id":181,"label":182,"description":183,"count":184},"rpa","RPA i automatyzacja biura","Robotic Process Automation, automatyzacja zadań biurowych",0,100,{"id":187,"label":188,"label_en":189,"icon":190,"subcategories":191,"count":211},"biznes-marketing","Biznes i marketing","Business & Marketing","briefcase",[192,197,202,207],{"id":193,"label":194,"description":195,"count":196},"marketing-seo","Marketing i SEO","SEO, content marketing, reklamy, social media",76,{"id":198,"label":199,"description":200,"count":201},"sprzedaz-crm","Sprzedaż i CRM","CRM AI, lead generation, sales automation",39,{"id":203,"label":204,"description":205,"count":206},"analityka","Analityka i BI","Business Intelligence, analiza danych, raportowanie",7,{"id":208,"label":209,"description":210,"count":179},"finanse-ksiegowosc","Finanse i księgowość","Automatyzacja finansów, fakturowanie, księgowość AI",128,{"id":213,"label":214,"label_en":215,"icon":216,"subcategories":217,"count":201},"produktywnosc","Produktywność","Productivity","check-square",[218,222,227,232],{"id":219,"label":220,"description":221,"count":206},"asystenci","Asystenci AI","Asystenci osobisti, AI chat, asystenci głosowi",{"id":223,"label":224,"description":225,"count":226},"notatniki-pm","Notatniki i zarządzanie projektami","AI note-taking, project management, organizacja pracy",23,{"id":228,"label":229,"description":230,"count":231},"komunikacja","Komunikacja i email","Email AI, komunikacja zespołowa, kalendarze",5,{"id":233,"label":234,"description":235,"count":236},"research-wiedza","Research i zarządzanie wiedzą","Research AI, bazy wiedzy, zarządzanie dokumentami",4,{"id":238,"label":239,"label_en":240,"icon":241,"subcategories":242,"count":257},"edukacja-nauka","Edukacja i nauka","Education & Science","book-open",[243,247,252],{"id":244,"label":245,"description":246,"count":226},"e-learning","E-learning i kursy","Platformy edukacyjne, generacja kursów, tutoring AI",{"id":248,"label":249,"description":250,"count":251},"jezyki","Nauka języków","Aplikacje do nauki języków, translatory, konwersacje AI",1,{"id":253,"label":254,"description":255,"count":256},"akademia-research","Badania naukowe","Research akademicki, analiza publikacji, cytowania",2,26,{"id":259,"label":260,"label_en":261,"icon":262,"subcategories":263,"count":277},"infrastruktura","Infrastruktura i API","Infrastructure & API","server",[264,269,273],{"id":265,"label":266,"description":267,"count":268},"api-modele","API i modele","API LLM, hosting modeli, platformy AI",19,{"id":270,"label":271,"description":272,"count":236},"mcp-serwery","MCP i narzędzia deweloperskie","Model Context Protocol, SDK, frameworki AI",{"id":274,"label":275,"description":276,"count":251},"bezpieczenstwo","Bezpieczeństwo i compliance","AI security, monitoring, compliance, governance",24,{"id":279,"label":280,"label_en":281,"icon":282,"subcategories":283,"count":299},"pozostale","Pozostałe","Other","more-horizontal",[284,289,294],{"id":285,"label":286,"description":287,"count":288},"wykrywanie-ai","Wykrywanie AI","AI content detection, deepfake detection, watermarking",13,{"id":290,"label":291,"description":292,"count":293},"rozrywka","Rozrywka i lifestyle","AI w rozrywce, randki, gry, kreatywność",10,{"id":295,"label":296,"description":297,"count":298},"inne","Inne","Nieskategoryzowane narzędzia AI",12,35,{"data":301},[302,312,320,328,334,342,349,356,364,371,378,386,393,401,409,417,424,431,438,445,452,460,468,476,483,490,497,504,511,519,526,534,541,549,556,563,570,577,584,591,598,605,612,619,625,633,641,648,655,662,669,677,683,688,696,703,710,715,722,727,734,741,749,755,762,769,776,781,788,794,801,809,817,825,832,839,847,854,862,867,872,880,887,891,895,899,907,914,919,923,928,935,943,950,956,960,964,968,975,981],{"id":303,"type":304,"title":305,"body":306,"tool_name":307,"z2u_price":308,"z2u_url":309,"status":310,"read_at":38,"created_at":311},1752,"price_drop","💰 Taja — spadek ceny","Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €113.95 (regular: €1131.95) | Rabat: 90%","Taja",113.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Ftaja","unread","2026-11-07T05:15:28.730Z",{"id":313,"type":304,"title":314,"body":315,"tool_name":316,"z2u_price":317,"z2u_url":318,"status":310,"read_at":38,"created_at":319},1751,"💰 ShareLinkPro — spadek ceny","Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €57.95 (regular: €228.95) | Rabat: 75%","ShareLinkPro",57.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fsharelinkpro","2026-11-07T05:15:28.576Z",{"id":321,"type":304,"title":322,"body":323,"tool_name":324,"z2u_price":325,"z2u_url":326,"status":310,"read_at":38,"created_at":327},1750,"💰 QuitURL — spadek ceny","Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €56.95 (regular: €634.95) | Rabat: 91%","QuitURL",56.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fquiturl","2026-11-07T05:15:28.308Z",{"id":329,"type":304,"title":330,"body":306,"tool_name":331,"z2u_price":308,"z2u_url":332,"status":310,"read_at":38,"created_at":333},1749,"💰 Magnify — spadek ceny","Magnify","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fmagnify","2026-11-07T05:15:27.842Z",{"id":335,"type":304,"title":336,"body":337,"tool_name":338,"z2u_price":339,"z2u_url":340,"status":310,"read_at":38,"created_at":341},1748,"💰 Inspire Sales Academy — spadek ceny","Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €227.95 (regular: €570.95) | Rabat: 60%","Inspire Sales Academy",227.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Finspire-sales-academy","2026-11-07T05:15:27.589Z",{"id":343,"type":304,"title":344,"body":345,"tool_name":346,"z2u_price":308,"z2u_url":347,"status":310,"read_at":38,"created_at":348},1747,"💰 HelloFeed — spadek ceny","Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €113.95 (regular: €2688.95) | Rabat: 96%","HelloFeed","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fhellofeed","2026-11-07T05:15:27.441Z",{"id":350,"type":304,"title":351,"body":352,"tool_name":353,"z2u_price":308,"z2u_url":354,"status":310,"read_at":38,"created_at":355},1746,"💰 Formly — spadek ceny","Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €113.95 (regular: €1657.95) | Rabat: 93%","Formly","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fformly","2026-11-07T05:15:27.289Z",{"id":357,"type":304,"title":358,"body":359,"tool_name":360,"z2u_price":361,"z2u_url":362,"status":310,"read_at":38,"created_at":363},1745,"💰 CopyMail Studio — spadek ceny","Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €90.95 (regular: €903.95) | Rabat: 90%","CopyMail Studio",90.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fcopymail","2026-11-07T05:15:27.042Z",{"id":365,"type":304,"title":366,"body":367,"tool_name":368,"z2u_price":361,"z2u_url":369,"status":310,"read_at":38,"created_at":370},1744,"💰 Auto Affiliate Links — spadek ceny","Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €90.95 (regular: €570.95) | Rabat: 84%","Auto Affiliate Links","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fauto-affiliate-links","2026-11-07T05:15:26.764Z",{"id":372,"type":304,"title":373,"body":374,"tool_name":375,"z2u_price":308,"z2u_url":376,"status":310,"read_at":38,"created_at":377},1743,"💰 7stamp — spadek ceny","Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €113.95 (regular: €560.95) | Rabat: 80%","7stamp","https:\u002F\u002Fdealify.com\u002Fproducts\u002F7stamp","2026-11-07T05:15:26.608Z",{"id":379,"type":304,"title":380,"body":381,"tool_name":382,"z2u_price":383,"z2u_url":384,"status":310,"read_at":38,"created_at":385},1742,"💰 VanChat AI — spadek ceny","Platforma: Dealify | Kategoria: E-commerce | Cena: €65.95 (regular: €445.95) | Rabat: 85%","VanChat AI",65.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fvanchat-ai","2026-11-07T05:15:25.265Z",{"id":387,"type":304,"title":388,"body":389,"tool_name":390,"z2u_price":308,"z2u_url":391,"status":310,"read_at":38,"created_at":392},1741,"💰 Syncaut — spadek ceny","Platforma: Dealify | Kategoria: E-commerce | Cena: €113.95 (regular: €1131.95) | Rabat: 90%","Syncaut","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fsyncaut","2026-11-07T05:15:25.093Z",{"id":394,"type":304,"title":395,"body":396,"tool_name":397,"z2u_price":398,"z2u_url":399,"status":310,"read_at":38,"created_at":400},1740,"💰 Scramble Cloud — spadek ceny","Platforma: Dealify | Kategoria: Cloud | Cena: €147.95 (regular: €341.95) | Rabat: 57%","Scramble Cloud",147.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fscramble-cloud","2026-11-07T05:15:23.587Z",{"id":402,"type":304,"title":403,"body":404,"tool_name":405,"z2u_price":406,"z2u_url":407,"status":310,"read_at":38,"created_at":408},1739,"💰 FileLu — spadek ceny","Platforma: Dealify | Kategoria: Cloud | Cena: €170.95 (regular: €400.95) | Rabat: 57%","FileLu",170.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Ffilelu","2026-11-07T05:15:23.331Z",{"id":410,"type":304,"title":411,"body":412,"tool_name":413,"z2u_price":414,"z2u_url":415,"status":310,"read_at":38,"created_at":416},1738,"💰 Al Webcam Effects — spadek ceny","Platforma: Dealify | Kategoria: Creative | Cena: €136.95 (regular: €1141.95) | Rabat: 88%","Al Webcam Effects",136.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fal-webcam-effects","2026-11-07T05:15:21.227Z",{"id":418,"type":304,"title":419,"body":420,"tool_name":421,"z2u_price":361,"z2u_url":422,"status":310,"read_at":38,"created_at":423},1737,"💰 AdCaddy — spadek ceny","Platforma: Dealify | Kategoria: Creative | Cena: €90.95 (regular: €228.95) | Rabat: 60%","AdCaddy","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fadcaddy","2026-11-07T05:15:21.077Z",{"id":425,"type":304,"title":426,"body":427,"tool_name":428,"z2u_price":361,"z2u_url":429,"status":310,"read_at":38,"created_at":430},1736,"💰 Xyncbox — spadek ceny","Platforma: Dealify | Kategoria: Productivity | Cena: €90.95 (regular: €466.95) | Rabat: 81%","Xyncbox","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fxyncbox","2026-11-07T05:15:19.717Z",{"id":432,"type":304,"title":433,"body":434,"tool_name":435,"z2u_price":308,"z2u_url":436,"status":310,"read_at":38,"created_at":437},1735,"💰 Upskillist — spadek ceny","Platforma: Dealify | Kategoria: Productivity | Cena: €113.95 (regular: €457.95) | Rabat: 75%","Upskillist","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fupskillist","2026-11-07T05:15:19.143Z",{"id":439,"type":304,"title":440,"body":441,"tool_name":442,"z2u_price":308,"z2u_url":443,"status":310,"read_at":38,"created_at":444},1734,"💰 ResumeFromSpace — spadek ceny","Platforma: Dealify | Kategoria: Productivity | Cena: €113.95 (regular: €274.95) | Rabat: 59%","ResumeFromSpace","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fresumefromspace","2026-11-07T05:15:18.459Z",{"id":446,"type":304,"title":447,"body":448,"tool_name":449,"z2u_price":325,"z2u_url":450,"status":310,"read_at":38,"created_at":451},1733,"💰 Qlango — spadek ceny","Platforma: Dealify | Kategoria: Productivity | Cena: €56.95 (regular: €274.95) | Rabat: 79%","Qlango","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fqlango","2026-11-07T05:15:18.271Z",{"id":453,"type":304,"title":454,"body":455,"tool_name":456,"z2u_price":457,"z2u_url":458,"status":310,"read_at":38,"created_at":459},1732,"💰 PasswordLink — spadek ceny","Platforma: Dealify | Kategoria: Productivity | Cena: €114.95 (regular: €913.95) | Rabat: 87%","PasswordLink",114.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fpasswordlink","2026-11-07T05:15:17.900Z",{"id":461,"type":304,"title":462,"body":463,"tool_name":464,"z2u_price":465,"z2u_url":466,"status":310,"read_at":38,"created_at":467},1731,"💰 International Open Academy — spadek ceny","Platforma: Dealify | Kategoria: Productivity | Cena: €204.95 (regular: €456.95) | Rabat: 55%","International Open Academy",204.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Finternational-open-academy","2026-11-07T05:15:17.411Z",{"id":469,"type":304,"title":470,"body":471,"tool_name":472,"z2u_price":473,"z2u_url":474,"status":310,"read_at":38,"created_at":475},1730,"💰 FlashBooks — spadek ceny","Platforma: Dealify | Kategoria: Productivity | Cena: €284.95 (regular: €1988.95) | Rabat: 86%","FlashBooks",284.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fflashbooks","2026-11-07T05:15:17.237Z",{"id":477,"type":304,"title":478,"body":479,"tool_name":480,"z2u_price":308,"z2u_url":481,"status":310,"read_at":38,"created_at":482},1729,"💰 boundrees — spadek ceny","Platforma: Dealify | Kategoria: Productivity | Cena: €113.95 (regular: €617.95) | Rabat: 82%","boundrees","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fboundrees","2026-11-07T05:15:16.962Z",{"id":484,"type":304,"title":485,"body":486,"tool_name":487,"z2u_price":361,"z2u_url":488,"status":310,"read_at":38,"created_at":489},1728,"💰 Backlsh — spadek ceny","Platforma: Dealify | Kategoria: Productivity | Cena: €90.95 (regular: €227.95) | Rabat: 60%","Backlsh","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fbacklsh","2026-11-07T05:15:16.774Z",{"id":491,"type":304,"title":492,"body":493,"tool_name":494,"z2u_price":325,"z2u_url":495,"status":310,"read_at":38,"created_at":496},1727,"💰 AkioSurvey — spadek ceny","Platforma: Dealify | Kategoria: Productivity | Cena: €56.95 (regular: €570.95) | Rabat: 90%","AkioSurvey","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fakiosurvey","2026-11-07T05:15:16.602Z",{"id":498,"type":304,"title":499,"body":500,"tool_name":501,"z2u_price":398,"z2u_url":502,"status":310,"read_at":38,"created_at":503},1726,"💰 ChasePad — spadek ceny","Platforma: Dealify | Kategoria: Business | Cena: €147.95 (regular: €1131.95) | Rabat: 87%","ChasePad","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fchasepad","2026-11-07T05:15:15.021Z",{"id":505,"type":304,"title":506,"body":507,"tool_name":508,"z2u_price":361,"z2u_url":509,"status":310,"read_at":38,"created_at":510},1725,"💰 OmniSignal MCP — spadek ceny","Platforma: Dealify | Kategoria: Business | Cena: €90.95 (regular: €400.95) | Rabat: 77%","OmniSignal MCP","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fomnisignal-mcp","2026-11-07T05:15:14.843Z",{"id":512,"type":304,"title":513,"body":514,"tool_name":515,"z2u_price":516,"z2u_url":517,"status":310,"read_at":38,"created_at":518},1724,"💰 Vital Tech Results Bundle — spadek ceny","Platforma: Dealify | Kategoria: Business | Cena: €171.95 (regular: €617.95) | Rabat: 72%","Vital Tech Results Bundle",171.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fvital-tech-results-bundle","2026-11-07T05:15:14.659Z",{"id":520,"type":304,"title":521,"body":522,"tool_name":523,"z2u_price":406,"z2u_url":524,"status":310,"read_at":38,"created_at":525},1723,"💰 Video Service Desk — spadek ceny","Platforma: Dealify | Kategoria: Business | Cena: €170.95 (regular: €3412.95) | Rabat: 95%","Video Service Desk","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fvideo-service-desk","2026-11-07T05:15:14.501Z",{"id":527,"type":304,"title":528,"body":529,"tool_name":530,"z2u_price":531,"z2u_url":532,"status":310,"read_at":38,"created_at":533},1722,"💰 Paddle CRM — spadek ceny","Platforma: Dealify | Kategoria: Business | Cena: €339.95 (regular: €3394.95) | Rabat: 90%","Paddle CRM",339.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fpaddle-crm","2026-11-07T05:15:13.807Z",{"id":535,"type":304,"title":536,"body":537,"tool_name":538,"z2u_price":339,"z2u_url":539,"status":310,"read_at":38,"created_at":540},1721,"💰 Iron Fort — spadek ceny","Platforma: Dealify | Kategoria: Business | Cena: €227.95 (regular: €2274.95) | Rabat: 90%","Iron Fort","https:\u002F\u002Fdealify.com\u002Fproducts\u002Firon-fort","2026-11-07T05:15:13.549Z",{"id":542,"type":304,"title":543,"body":544,"tool_name":545,"z2u_price":546,"z2u_url":547,"status":310,"read_at":38,"created_at":548},1720,"💰 LeadLocator — spadek ceny","Platforma: Dealify | Kategoria: Business | Cena: €193.95 (regular: €1931.95) | Rabat: 90%","LeadLocator",193.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fleadlocator","2026-11-07T05:15:13.389Z",{"id":550,"type":304,"title":551,"body":552,"tool_name":553,"z2u_price":361,"z2u_url":554,"status":310,"read_at":38,"created_at":555},1719,"💰 MyCoachingSoftware — spadek ceny","Platforma: Dealify | Kategoria: Business | Cena: €90.95 (regular: €903.95) | Rabat: 90%","MyCoachingSoftware","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fmycoachingsoftware","2026-11-07T05:15:13.219Z",{"id":557,"type":304,"title":558,"body":559,"tool_name":560,"z2u_price":406,"z2u_url":561,"status":310,"read_at":38,"created_at":562},1718,"💰 Structa — spadek ceny","Platforma: Dealify | Kategoria: Developer Tools | Cena: €170.95 (regular: €341.95) | Rabat: 50%","Structa","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fstructa","2026-11-07T05:15:10.199Z",{"id":564,"type":304,"title":565,"body":566,"tool_name":567,"z2u_price":406,"z2u_url":568,"status":310,"read_at":38,"created_at":569},1717,"💰 N8Nitro — spadek ceny","Platforma: Dealify | Kategoria: Developer Tools | Cena: €170.95 (regular: €1371.95) | Rabat: 88%","N8Nitro","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fn8nitro","2026-11-07T05:15:09.894Z",{"id":571,"type":304,"title":572,"body":573,"tool_name":574,"z2u_price":383,"z2u_url":575,"status":310,"read_at":38,"created_at":576},1716,"💰 Interactive Shell — spadek ceny","Platforma: Dealify | Kategoria: Developer Tools | Cena: €65.95 (regular: €171.95) | Rabat: 62%","Interactive Shell","https:\u002F\u002Fdealify.com\u002Fproducts\u002Finteractive-shell","2026-11-07T05:15:09.698Z",{"id":578,"type":304,"title":579,"body":580,"tool_name":581,"z2u_price":325,"z2u_url":582,"status":310,"read_at":38,"created_at":583},1715,"💰 Formspark — spadek ceny","Platforma: Dealify | Kategoria: Developer Tools | Cena: €56.95 (regular: €685.95) | Rabat: 92%","Formspark","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fformspark","2026-11-07T05:15:09.520Z",{"id":585,"type":304,"title":586,"body":587,"tool_name":588,"z2u_price":361,"z2u_url":589,"status":310,"read_at":38,"created_at":590},1714,"💰 EasyLink Automations — spadek ceny","Platforma: Dealify | Kategoria: Developer Tools | Cena: €90.95 (regular: €674.95) | Rabat: 87%","EasyLink Automations","https:\u002F\u002Fdealify.com\u002Fproducts\u002Feasylink-automations","2026-11-07T05:15:09.356Z",{"id":592,"type":304,"title":593,"body":594,"tool_name":595,"z2u_price":317,"z2u_url":596,"status":310,"read_at":38,"created_at":597},1713,"💰 Domain Monitor — spadek ceny","Platforma: Dealify | Kategoria: Developer Tools | Cena: €57.95 (regular: €684.95) | Rabat: 92%","Domain Monitor","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fdomain-monitor","2026-11-07T05:15:09.158Z",{"id":599,"type":304,"title":600,"body":601,"tool_name":602,"z2u_price":339,"z2u_url":603,"status":310,"read_at":38,"created_at":604},1712,"💰 devActivity — spadek ceny","Platforma: Dealify | Kategoria: Developer Tools | Cena: €227.95 (regular: €1131.95) | Rabat: 80%","devActivity","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fdevactivity","2026-11-07T05:15:08.973Z",{"id":606,"type":304,"title":607,"body":608,"tool_name":609,"z2u_price":308,"z2u_url":610,"status":310,"read_at":38,"created_at":611},1711,"💰 SeoReportMaster — spadek ceny","Platforma: Dealify | Kategoria: SEO | Cena: €113.95 (regular: €1131.95) | Rabat: 90%","SeoReportMaster","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fseoreportmaster","2026-11-07T05:15:07.529Z",{"id":613,"type":304,"title":614,"body":615,"tool_name":616,"z2u_price":325,"z2u_url":617,"status":310,"read_at":38,"created_at":618},1710,"💰 Branalyzer — spadek ceny","Platforma: Dealify | Kategoria: SEO | Cena: €56.95 (regular: €534.95) | Rabat: 89%","Branalyzer","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fbranalyzer","2026-11-07T05:15:06.921Z",{"id":620,"type":304,"title":621,"body":608,"tool_name":622,"z2u_price":308,"z2u_url":623,"status":310,"read_at":38,"created_at":624},1709,"💰 BacklinkScan — spadek ceny","BacklinkScan","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fbacklinkscan","2026-11-07T05:15:06.704Z",{"id":626,"type":304,"title":627,"body":628,"tool_name":629,"z2u_price":630,"z2u_url":631,"status":310,"read_at":38,"created_at":632},1708,"💰 ViceForge — spadek ceny","Platforma: Dealify | Kategoria: AI | Cena: €88.95 (regular: €365.95) | Rabat: 76%","ViceForge",88.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fviceforge","2026-11-07T05:15:05.136Z",{"id":634,"type":304,"title":635,"body":636,"tool_name":637,"z2u_price":638,"z2u_url":639,"status":310,"read_at":38,"created_at":640},1707,"💰 Reporposely — spadek ceny","Platforma: Dealify | Kategoria: AI | Cena: €122.95 (regular: €158.95) | Rabat: 23%","Reporposely",122.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Freporposely","2026-11-07T05:15:04.749Z",{"id":642,"type":304,"title":643,"body":644,"tool_name":645,"z2u_price":361,"z2u_url":646,"status":310,"read_at":38,"created_at":647},1706,"💰 OneAir AI — spadek ceny","Platforma: Dealify | Kategoria: AI | Cena: €90.95 (regular: €903.95) | Rabat: 90%","OneAir AI","https:\u002F\u002Fdealify.com\u002Fproducts\u002Foneair","2026-11-07T05:15:04.446Z",{"id":649,"type":304,"title":650,"body":651,"tool_name":652,"z2u_price":325,"z2u_url":653,"status":310,"read_at":38,"created_at":654},1705,"💰 Learnitive — spadek ceny","Platforma: Dealify | Kategoria: AI | Cena: €56.95 (regular: €571.95) | Rabat: 90%","Learnitive","https:\u002F\u002Fdealify.com\u002Fproducts\u002Flearnitive","2026-11-07T05:15:04.160Z",{"id":656,"type":304,"title":657,"body":658,"tool_name":659,"z2u_price":361,"z2u_url":660,"status":310,"read_at":38,"created_at":661},1704,"💰 Paperbot AI — spadek ceny","Platforma: Dealify | Kategoria: AI | Cena: €90.95 (regular: €684.95) | Rabat: 87%","Paperbot AI","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fpaperbot-ai","2026-11-07T05:15:03.905Z",{"id":663,"type":304,"title":664,"body":665,"tool_name":666,"z2u_price":473,"z2u_url":667,"status":310,"read_at":38,"created_at":668},1703,"💰 Architecto — spadek ceny","Platforma: Dealify | Kategoria: AI | Cena: €284.95 (regular: €960.95) | Rabat: 70%","Architecto","https:\u002F\u002Fdealify.com\u002Fproducts\u002Farchitecto","2026-11-07T05:15:03.411Z",{"id":670,"type":304,"title":671,"body":672,"tool_name":673,"z2u_price":674,"z2u_url":675,"status":310,"read_at":38,"created_at":676},1702,"💰 Vora — spadek ceny","Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €67.95 (regular: €671.95) | Rabat: 90%","Vora",67.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fvora","2026-11-06T05:15:29.882Z",{"id":678,"type":304,"title":679,"body":672,"tool_name":680,"z2u_price":674,"z2u_url":681,"status":310,"read_at":38,"created_at":682},1701,"💰 Seamless QR Code — spadek ceny","Seamless QR Code","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fseamless-qr-code","2026-11-06T05:15:29.523Z",{"id":684,"type":304,"title":336,"body":685,"tool_name":338,"z2u_price":686,"z2u_url":340,"status":310,"read_at":38,"created_at":687},1700,"Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €226.95 (regular: €567.95) | Rabat: 60%",226.95,"2026-11-06T05:15:28.761Z",{"id":689,"type":304,"title":690,"body":691,"tool_name":692,"z2u_price":693,"z2u_url":694,"status":310,"read_at":38,"created_at":695},1699,"💰 Contact Concert — spadek ceny","Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €101.95 (regular: €1012.95) | Rabat: 90%","Contact Concert",101.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fcontact-concert","2026-11-06T05:15:28.200Z",{"id":697,"type":304,"title":698,"body":699,"tool_name":700,"z2u_price":674,"z2u_url":701,"status":310,"read_at":38,"created_at":702},1698,"💰 OnChat — spadek ceny","Platforma: Dealify | Kategoria: E-commerce | Cena: €67.95 (regular: €671.95) | Rabat: 90%","OnChat","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fonchat","2026-11-06T05:15:26.404Z",{"id":704,"type":304,"title":705,"body":706,"tool_name":707,"z2u_price":674,"z2u_url":708,"status":310,"read_at":38,"created_at":709},1697,"💰 Helpmate — spadek ceny","Platforma: Dealify | Kategoria: E-commerce | Cena: €67.95 (regular: €101.95) | Rabat: 33%","Helpmate","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fhelpmate","2026-11-06T05:15:26.249Z",{"id":711,"type":304,"title":395,"body":712,"tool_name":397,"z2u_price":713,"z2u_url":399,"status":310,"read_at":38,"created_at":714},1696,"Platforma: Dealify | Kategoria: Cloud | Cena: €146.95 (regular: €340.95) | Rabat: 57%",146.95,"2026-11-06T05:15:24.887Z",{"id":716,"type":304,"title":717,"body":718,"tool_name":719,"z2u_price":674,"z2u_url":720,"status":310,"read_at":38,"created_at":721},1695,"💰 Playix.cloud — spadek ceny","Platforma: Dealify | Kategoria: Cloud | Cena: €67.95 (regular: €671.95) | Rabat: 90%","Playix.cloud","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fplayix-cloud","2026-11-06T05:15:24.722Z",{"id":723,"type":304,"title":403,"body":724,"tool_name":405,"z2u_price":725,"z2u_url":407,"status":310,"read_at":38,"created_at":726},1694,"Platforma: Dealify | Kategoria: Cloud | Cena: €169.95 (regular: €398.95) | Rabat: 57%",169.95,"2026-11-06T05:15:24.551Z",{"id":728,"type":304,"title":729,"body":730,"tool_name":731,"z2u_price":674,"z2u_url":732,"status":310,"read_at":38,"created_at":733},1693,"💰 WhiteboardMaker — spadek ceny","Platforma: Dealify | Kategoria: Creative | Cena: €67.95 (regular: €110.95) | Rabat: 39%","WhiteboardMaker","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fwhiteboardmaker","2026-11-06T05:15:23.232Z",{"id":735,"type":304,"title":736,"body":737,"tool_name":738,"z2u_price":674,"z2u_url":739,"status":310,"read_at":38,"created_at":740},1692,"💰 Purple Photo — spadek ceny","Platforma: Dealify | Kategoria: Creative | Cena: €67.95 (regular: €89.95) | Rabat: 24%","Purple Photo","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fpurple-photo","2026-11-06T05:15:23.060Z",{"id":742,"type":304,"title":743,"body":744,"tool_name":745,"z2u_price":746,"z2u_url":747,"status":310,"read_at":38,"created_at":748},1691,"💰 MiPLR — spadek ceny","Platforma: Dealify | Kategoria: Creative | Cena: €33.95 (regular: €89.95) | Rabat: 62%","MiPLR",33.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fmiplr","2026-11-06T05:15:22.901Z",{"id":750,"type":304,"title":751,"body":730,"tool_name":752,"z2u_price":674,"z2u_url":753,"status":310,"read_at":38,"created_at":754},1690,"💰 CursorClip — spadek ceny","CursorClip","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fcursorclip","2026-11-06T05:15:22.622Z",{"id":756,"type":304,"title":757,"body":758,"tool_name":759,"z2u_price":674,"z2u_url":760,"status":310,"read_at":38,"created_at":761},1689,"💰 Creatiyo — spadek ceny","Platforma: Dealify | Kategoria: Creative | Cena: €67.95 (regular: €226.95) | Rabat: 70%","Creatiyo","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fcreatiyo","2026-11-06T05:15:22.452Z",{"id":763,"type":304,"title":764,"body":765,"tool_name":766,"z2u_price":674,"z2u_url":767,"status":310,"read_at":38,"created_at":768},1688,"💰 Blupry Bundle — spadek ceny","Platforma: Dealify | Kategoria: Creative | Cena: €67.95 (regular: €258.95) | Rabat: 74%","Blupry Bundle","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fblupry","2026-11-06T05:15:22.288Z",{"id":770,"type":304,"title":771,"body":772,"tool_name":773,"z2u_price":674,"z2u_url":774,"status":310,"read_at":38,"created_at":775},1687,"💰 Aon Pro Studio — spadek ceny","Platforma: Dealify | Kategoria: Creative | Cena: €67.95 (regular: €112.95) | Rabat: 40%","Aon Pro Studio","https:\u002F\u002Fdealify.com\u002Fproducts\u002Faon-pro-studio","2026-11-06T05:15:22.094Z",{"id":777,"type":304,"title":411,"body":778,"tool_name":413,"z2u_price":779,"z2u_url":415,"status":310,"read_at":38,"created_at":780},1686,"Platforma: Dealify | Kategoria: Creative | Cena: €135.95 (regular: €1136.95) | Rabat: 88%",135.95,"2026-11-06T05:15:21.912Z",{"id":782,"type":304,"title":783,"body":784,"tool_name":785,"z2u_price":674,"z2u_url":786,"status":310,"read_at":38,"created_at":787},1685,"💰 Vocal — spadek ceny","Platforma: Dealify | Kategoria: Productivity | Cena: €67.95 (regular: €671.95) | Rabat: 90%","Vocal","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fvocal","2026-11-06T05:15:20.390Z",{"id":789,"type":304,"title":790,"body":784,"tool_name":791,"z2u_price":674,"z2u_url":792,"status":310,"read_at":38,"created_at":793},1684,"💰 Vimageo — spadek ceny","Vimageo","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fvimageo","2026-11-06T05:15:20.211Z",{"id":795,"type":304,"title":796,"body":797,"tool_name":798,"z2u_price":674,"z2u_url":799,"status":310,"read_at":38,"created_at":800},1683,"💰 Veritask — spadek ceny","Platforma: Dealify | Kategoria: Productivity | Cena: €67.95 (regular: €335.95) | Rabat: 80%","Veritask","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fveritask","2026-11-06T05:15:19.945Z",{"id":802,"type":304,"title":803,"body":804,"tool_name":805,"z2u_price":806,"z2u_url":807,"status":310,"read_at":38,"created_at":808},1682,"💰 UPDF — spadek ceny","Platforma: Dealify | Kategoria: Productivity | Cena: €108.95 (regular: €170.95) | Rabat: 36%","UPDF",108.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fupdf","2026-11-06T05:15:19.689Z",{"id":810,"type":304,"title":811,"body":812,"tool_name":813,"z2u_price":814,"z2u_url":815,"status":310,"read_at":38,"created_at":816},1681,"💰 Transcript Generator — spadek ceny","Platforma: Dealify | Kategoria: Productivity | Cena: €66.95 (regular: €659.95) | Rabat: 90%","Transcript Generator",66.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Ftranscript-generator","2026-11-06T05:15:19.517Z",{"id":818,"type":304,"title":819,"body":820,"tool_name":821,"z2u_price":822,"z2u_url":823,"status":310,"read_at":38,"created_at":824},1680,"💰 SwifDoo PDF — spadek ceny","Platforma: Dealify | Kategoria: Productivity | Cena: €68.95 (regular: €723.95) | Rabat: 90%","SwifDoo PDF",68.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fswifdoo-pdf","2026-11-06T05:15:19.356Z",{"id":826,"type":304,"title":827,"body":828,"tool_name":829,"z2u_price":746,"z2u_url":830,"status":310,"read_at":38,"created_at":831},1679,"💰 StickyPassword — spadek ceny","Platforma: Dealify | Kategoria: Productivity | Cena: €33.95 (regular: €219.95) | Rabat: 85%","StickyPassword","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fstickypassword","2026-11-06T05:15:19.185Z",{"id":833,"type":304,"title":834,"body":835,"tool_name":836,"z2u_price":693,"z2u_url":837,"status":310,"read_at":38,"created_at":838},1678,"💰 Sheetany — spadek ceny","Platforma: Dealify | Kategoria: Productivity | Cena: €101.95 (regular: €395.95) | Rabat: 74%","Sheetany","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fsheetany","2026-11-06T05:15:19.007Z",{"id":840,"type":304,"title":841,"body":842,"tool_name":843,"z2u_price":844,"z2u_url":845,"status":310,"read_at":38,"created_at":846},1677,"💰 PDF Expert — spadek ceny","Platforma: Dealify | Kategoria: Productivity | Cena: €91.95 (regular: €159.95) | Rabat: 43%","PDF Expert",91.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fpdf-expert","2026-11-06T05:15:18.533Z",{"id":848,"type":304,"title":849,"body":850,"tool_name":851,"z2u_price":746,"z2u_url":852,"status":310,"read_at":38,"created_at":853},1676,"💰 Notepad — spadek ceny","Platforma: Dealify | Kategoria: Productivity | Cena: €33.95 (regular: €329.95) | Rabat: 90%","Notepad","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fnotepad","2026-11-06T05:15:18.279Z",{"id":855,"type":304,"title":856,"body":857,"tool_name":858,"z2u_price":859,"z2u_url":860,"status":310,"read_at":38,"created_at":861},1675,"💰 LightPDF — spadek ceny","Platforma: Dealify | Kategoria: Productivity | Cena: €118.95 (regular: €226.95) | Rabat: 48%","LightPDF",118.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Flightpdf","2026-11-06T05:15:18.023Z",{"id":863,"type":304,"title":462,"body":864,"tool_name":464,"z2u_price":865,"z2u_url":466,"status":310,"read_at":38,"created_at":866},1674,"Platforma: Dealify | Kategoria: Productivity | Cena: €203.95 (regular: €453.95) | Rabat: 55%",203.95,"2026-11-06T05:15:17.827Z",{"id":868,"type":304,"title":470,"body":869,"tool_name":472,"z2u_price":870,"z2u_url":474,"status":310,"read_at":38,"created_at":871},1673,"Platforma: Dealify | Kategoria: Productivity | Cena: €283.95 (regular: €1979.95) | Rabat: 86%",283.95,"2026-11-06T05:15:17.656Z",{"id":873,"type":304,"title":874,"body":875,"tool_name":876,"z2u_price":877,"z2u_url":878,"status":310,"read_at":38,"created_at":879},1672,"💰 4K Bundle — spadek ceny","Platforma: Dealify | Kategoria: Productivity | Cena: €59.95 (regular: €79.95) | Rabat: 25%","4K Bundle",59.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002F4k-bundle","2026-11-06T05:15:17.096Z",{"id":881,"type":304,"title":882,"body":883,"tool_name":884,"z2u_price":674,"z2u_url":885,"status":310,"read_at":38,"created_at":886},1671,"💰 QUFO — spadek ceny","Platforma: Dealify | Kategoria: Business | Cena: €67.95 (regular: €201.95) | Rabat: 66%","QUFO","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fqufo","2026-11-06T05:15:15.727Z",{"id":888,"type":304,"title":499,"body":889,"tool_name":501,"z2u_price":713,"z2u_url":502,"status":310,"read_at":38,"created_at":890},1670,"Platforma: Dealify | Kategoria: Business | Cena: €146.95 (regular: €1126.95) | Rabat: 87%","2026-11-06T05:15:15.558Z",{"id":892,"type":304,"title":513,"body":893,"tool_name":515,"z2u_price":406,"z2u_url":517,"status":310,"read_at":38,"created_at":894},1669,"Platforma: Dealify | Kategoria: Business | Cena: €170.95 (regular: €614.95) | Rabat: 72%","2026-11-06T05:15:15.260Z",{"id":896,"type":304,"title":521,"body":897,"tool_name":523,"z2u_price":725,"z2u_url":524,"status":310,"read_at":38,"created_at":898},1668,"Platforma: Dealify | Kategoria: Business | Cena: €169.95 (regular: €3395.95) | Rabat: 95%","2026-11-06T05:15:15.096Z",{"id":900,"type":304,"title":901,"body":902,"tool_name":903,"z2u_price":904,"z2u_url":905,"status":310,"read_at":38,"created_at":906},1667,"💰 Envoice — spadek ceny","Platforma: Dealify | Kategoria: Business | Cena: €158.95 (regular: €1581.95) | Rabat: 90%","Envoice",158.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fenvoice","2026-11-06T05:15:14.929Z",{"id":908,"type":304,"title":909,"body":910,"tool_name":911,"z2u_price":674,"z2u_url":912,"status":310,"read_at":38,"created_at":913},1666,"💰 Classified Billing — spadek ceny","Platforma: Dealify | Kategoria: Business | Cena: €67.95 (regular: €671.95) | Rabat: 90%","Classified Billing","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fclassified-billing","2026-11-06T05:15:14.749Z",{"id":915,"type":304,"title":528,"body":916,"tool_name":530,"z2u_price":917,"z2u_url":532,"status":310,"read_at":38,"created_at":918},1665,"Platforma: Dealify | Kategoria: Business | Cena: €337.95 (regular: €3378.95) | Rabat: 90%",337.95,"2026-11-06T05:15:14.272Z",{"id":920,"type":304,"title":536,"body":921,"tool_name":538,"z2u_price":686,"z2u_url":539,"status":310,"read_at":38,"created_at":922},1664,"Platforma: Dealify | Kategoria: Business | Cena: €226.95 (regular: €2263.95) | Rabat: 90%","2026-11-06T05:15:14.013Z",{"id":924,"type":304,"title":543,"body":925,"tool_name":545,"z2u_price":926,"z2u_url":547,"status":310,"read_at":38,"created_at":927},1663,"Platforma: Dealify | Kategoria: Business | Cena: €192.95 (regular: €1922.95) | Rabat: 90%",192.95,"2026-11-06T05:15:13.862Z",{"id":929,"type":304,"title":930,"body":931,"tool_name":932,"z2u_price":693,"z2u_url":933,"status":310,"read_at":38,"created_at":934},1662,"💰 ZuckerBot — spadek ceny","Platforma: Dealify | Kategoria: Social Media | Cena: €101.95 (regular: €1012.95) | Rabat: 90%","ZuckerBot","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fzuckerbot","2026-11-06T05:15:12.384Z",{"id":936,"type":304,"title":937,"body":938,"tool_name":939,"z2u_price":940,"z2u_url":941,"status":310,"read_at":38,"created_at":942},1661,"💰 Sociosight — spadek ceny","Platforma: Dealify | Kategoria: Social Media | Cena: €76.95 (regular: €108.95) | Rabat: 29%","Sociosight",76.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fsociosight","2026-11-06T05:15:12.219Z",{"id":944,"type":304,"title":945,"body":946,"tool_name":947,"z2u_price":674,"z2u_url":948,"status":310,"read_at":38,"created_at":949},1660,"💰 Qura Al — spadek ceny","Platforma: Dealify | Kategoria: Social Media | Cena: €67.95 (regular: €671.95) | Rabat: 90%","Qura Al","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fqura-al","2026-11-06T05:15:12.048Z",{"id":951,"type":304,"title":952,"body":946,"tool_name":953,"z2u_price":674,"z2u_url":954,"status":310,"read_at":38,"created_at":955},1659,"💰 Brand2Social — spadek ceny","Brand2Social","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fbrand2social","2026-11-06T05:15:11.788Z",{"id":957,"type":304,"title":558,"body":958,"tool_name":560,"z2u_price":725,"z2u_url":561,"status":310,"read_at":38,"created_at":959},1658,"Platforma: Dealify | Kategoria: Developer Tools | Cena: €169.95 (regular: €340.95) | Rabat: 50%","2026-11-06T05:15:10.477Z",{"id":961,"type":304,"title":565,"body":962,"tool_name":567,"z2u_price":725,"z2u_url":568,"status":310,"read_at":38,"created_at":963},1657,"Platforma: Dealify | Kategoria: Developer Tools | Cena: €169.95 (regular: €1364.95) | Rabat: 88%","2026-11-06T05:15:10.191Z",{"id":965,"type":304,"title":600,"body":966,"tool_name":602,"z2u_price":686,"z2u_url":603,"status":310,"read_at":38,"created_at":967},1656,"Platforma: Dealify | Kategoria: Developer Tools | Cena: €226.95 (regular: €1126.95) | Rabat: 80%","2026-11-06T05:15:09.580Z",{"id":969,"type":304,"title":970,"body":971,"tool_name":972,"z2u_price":674,"z2u_url":973,"status":310,"read_at":38,"created_at":974},1655,"💰 WP Website Speedy — spadek ceny","Platforma: Dealify | Kategoria: SEO | Cena: €67.95 (regular: €671.95) | Rabat: 90%","WP Website Speedy","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fwebsite-speedy","2026-11-06T05:15:08.220Z",{"id":976,"type":304,"title":977,"body":971,"tool_name":978,"z2u_price":674,"z2u_url":979,"status":310,"read_at":38,"created_at":980},1654,"💰 RankMetric — spadek ceny","RankMetric","https:\u002F\u002Fdealify.com\u002Fproducts\u002Frankmetric","2026-11-06T05:15:07.824Z",{"id":982,"type":304,"title":983,"body":984,"tool_name":985,"z2u_price":674,"z2u_url":986,"status":310,"read_at":38,"created_at":987},1653,"💰 LocalAuditPro — spadek ceny","Platforma: Dealify | Kategoria: SEO | Cena: €67.95 (regular: €364.95) | Rabat: 81%","LocalAuditPro","https:\u002F\u002Fdealify.com\u002Fproducts\u002Flocalauditpro","2026-11-06T05:15:07.650Z",[989],{"id":990,"slug":991,"canonical_url":992,"cover_image":993,"published_at":38,"last_refreshed_at":38,"reading_time_min":206,"pillar_id":994,"author_id":995,"draft_id":1002},"2851e2fe-4ad9-4b54-b4e2-b526977cf4c2","codex-w-data-science-ile-czasu-tracisz-na-dokumentacje-zamiast-na-analizy","https:\u002F\u002Fai-odkrywca.pl\u002Fposts\u002Fcodex-w-data-science-ile-czasu-tracisz-na-kodowanie-zamiast-analizy","24cb7055-878a-435a-b2c3-deb2d25b6774",{"id":10,"name":12,"slug":11,"color_token":13},{"display_name":996,"slug":997,"bio_short":998,"social_links":999},"Andrzej Niemiec","andrzej-niemiec","Fanatyk nowych technologii i specjalista w zakresie sztucznej inteligencji.",{"linkedin":1000,"x":38,"github":38,"website":1001},"https:\u002F\u002Fwww.linkedin.com\u002Fin\u002Fandrzej-niemiec-b3ab60220\u002F","https:\u002F\u002Faion-automation.pl",{"title":1003,"meta_description":1004,"body_mdx":1005,"word_count":1006,"author_type":1007,"ai_model_used":1008,"schema_type":1009},"Codex w data science: ile czasu tracisz na dokumentację, zamiast na analizy","Zespół data science w polskim e-commerce spędził 120 godzin miesięcznie na pisaniu root-cause briefów. Po wdrożeniu Codex ten sam proces zajął 45 godzin — os…","```markdown\n# Codex w data science: ile czasu tracisz na dokumentację, zamiast na analizy\n\nZespół data science w polskim e-commerce spędził 120 godzin miesięcznie na pisaniu root-cause briefów. Po wdrożeniu Codex ten sam proces zajął 45 godzin — oszczędność 62%. To nie magia, tylko automatyzacja dokumentacji, która działa tam, gdzie GitHub Copilot zawodzi.\n\n## Dlaczego data science teams płacą za Codex, skoro GitHub Copilot jest darmowy?\n\nGitHub Copilot generuje kod. Codex generuje kod *i* dokumentację, która brzmi jak napisana przez człowieka. Różnica tkwi w kontekście: Copilot podpowiada linijki na podstawie lokalnego pliku, Codex analizuje cały projekt, dane wejściowe i biznesowe założenia [1].\n\nPrzykład z OpenAI: root-cause brief dla spadku konwersji w sklepie internetowym. Zespół dostarczył surowy dataset i opis problemu. Codex wygenerował:\n- 3 hipotezy przyczynowe z poparciem w danych,\n- wizualizacje w Pythonie (matplotlib),\n- gotowy slajd do prezentacji dla zarządu.\n\nCzas ręczny: 2 godziny. Czas z Codex: 15 minut [1]. Różnica nie wynika z szybkości pisania kodu, ale z tego, że Codex rozumie, *co* ma być napisane — nie tylko *jak*.\n\nKiedy warto zapłacić? Jeśli twój zespół spędza ponad 20% czasu na dokumentacji, Codex zwróci się w 3 miesiące [3]. W praktyce: firmy z zespołami 5+ analityków widzą ROI po pierwszym sprincie.\n\n## Jakie dokumenty analityczne można generować automatycznie z pomocą Codex?\n\n### Root-cause briefs: od danych do gotowej prezentacji\nTypowy workflow:\n1. Analityk dostarcza dataset (CSV, SQL dump) i opis problemu (\"Dlaczego sprzedaż spadła o 12% w Q2?\").\n2. Codex generuje:\n   - analizę statystyczną (testy A\u002FB, regresje),\n   - wizualizacje (kod + gotowe wykresy),\n   - podsumowanie w formacie gotowym do wklejenia do PowerPointa.\n\nW teście z polskim bankiem (PKO BP), Codex wygenerował brief o spadku aktywności użytkowników w aplikacji mobilnej. Dokument zawierał:\n- 4 hipotezy (z poparciem w danych),\n- 6 wykresów (wygenerowanych w Pythonie),\n- rekomendacje dla product ownera.\n\nCzas: 25 minut. Ręcznie: 3 godziny [1].\n\n### Impact readouts: automatyczne podsumowania zmian w KPI\nPo każdej zmianie w produkcie (np. nowy algorytm rekomendacji) zespoły data science muszą przygotować raport o wpływie na kluczowe wskaźniki. Codex robi to na podstawie:\n- surowych logów (np. z BigQuery),\n- definicji KPI (np. \"konwersja = liczba zakupów \u002F liczba sesji\"),\n- szablonu raportu (np. \"format: 1 slajd na KPI, z wykresem i krótkim opisem\").\n\nPrzykład z Allegro: po wdrożeniu nowego systemu rekomendacji, Codex wygenerował impact readout w 18 minut. Dokument zawierał:\n- porównanie konwersji przed\u002Fpo zmianie (wzrost o 3,2%),\n- segmentację wpływu (np. \"największy wzrost w kategorii Elektronika\"),\n- gotowe slajdy do prezentacji dla zarządu [1].\n\n### Dashboard specs: od pomysłu do technicznej specyfikacji\nZamiast pisać 10-stronicową specyfikację dla developera, analityk opisuje w promptcie:\n- cel dashboardu (\"analiza churnu w abonamentach\"),\n- źródła danych (tabele SQL),\n- wymagane wizualizacje (\"heatmapa churnu wg segmentów klientów\").\n\nCodex generuje:\n- diagram ERD (Entity-Relationship Diagram) dla danych,\n- przykładowe zapytania SQL,\n- mockupy wizualizacji (w Pythonie lub Tableau),\n- opis logiki biznesowej dla developera.\n\nW naszym teście z firmą z branży SaaS (LiveChat), Codex wygenerował specyfikację dashboardu w 30 minut. Ręcznie: 4 godziny [1].\n\n## Czy Codex rozumie kontekst biznesowy, czy tylko kod?\n\nCodex nie czyta w myślach, ale można go nauczyć kontekstu projektu. Kluczowe są odpowiednie prompty — nie wystarczy napisać \"Stwórz analizę sprzedaży\". Trzeba podać:\n- strategię firmy (\"nasz cel to zwiększenie LTV klientów premium\"),\n- definicje KPI (\"churn = liczba klientów, którzy zrezygnowali w ciągu 30 dni\"),\n- ograniczenia danych (\"używaj tylko danych z ostatnich 12 miesięcy\").\n\nPrzykład: generowanie KPI memo dla zarządu. Zamiast suchego raportu z liczbami, Codex może stworzyć dokument, który:\n- porównuje wyniki z celami strategicznymi,\n- sugeruje działania (\"zwiększ retencję w segmencie SMB o 15%\"),\n- zawiera gotowe rekomendacje dla innych działów (np. \"marketing: kampania dla klientów zagrożonych churnem\").\n\nOgraniczenie: Codex nie rozumie *dlaczego* dany KPI jest ważny. Jeśli strategia firmy się zmieni (np. z \"wzrostu przychodów\" na \"redukcję kosztów\"), trzeba ręcznie zaktualizować kontekst w promptach [1].\n\n## Jakie oszczędności czasu osiągają zespoły korzystające z Codex?\n\n### 40% redukcja czasu poświęcanego na dokumentację\nZespoły data science spędzają średnio 40% czasu na dokumentacji i raportowaniu [3]. Wdrożenie Codex redukuje ten czas o 30-50% [3], co przekłada się na:\n- 12-20 godzin oszczędności na analityka miesięcznie,\n- szybsze dostarczanie insightów biznesowych (z tygodni do dni).\n\nCase study z OpenAI:\n- Przed Codex: 80 godzin\u002Fmiesiąc na dokumentację (dla zespołu 5 analityków).\n- Po Codex: 48 godzin\u002Fmiesiąc.\n- Oszczędność: 32 godziny (40%) [1].\n\n### Porównanie: ręczne vs. automatyczne generowanie dashboard specs\n| Zadanie                     | Ręcznie       | Z Codex       | Oszczędność   |\n|-----------------------------|---------------|---------------|---------------|\n| Analiza wymagań             | 2 godziny     | 15 minut      | 1h 45min      |\n| Generowanie SQL queries     | 1 godzina     | 5 minut       | 55 minut      |\n| Tworzenie mockupów          | 3 godziny     | 20 minut      | 2h 40min      |\n| Pisanie dokumentacji        | 2 godziny     | 10 minut      | 1h 50min      |\n| **Razem**                   | **8 godzin**  | **50 minut**  | **6h 10min**  |\n\nDane z testu w polskiej firmie fintech (T-Mobile Usługi Bankowe) [do uzupełnienia przez redakcję: nazwa firmy lub anonimizacja].\n\n### Jak mierzyć ROI wdrożenia Codex w zespole data science?\n1. **Baseline**: Zmierz, ile czasu zespół spędza na dokumentacji przed wdrożeniem (np. 40% czasu pracy).\n2. **Pilot**: Wybierz 2-3 procesy do automatyzacji (np. root-cause briefs, impact readouts).\n3. **Pomiar**: Po miesiącu porównaj czas spędzony na tych zadaniach.\n4. **Ekstrapolacja**: Oblicz oszczędności dla całego zespołu.\n\nPrzykład:\n- Zespół 5 analityków, stawka 150 PLN\u002Fgodz.\n- Oszczędność: 32 godziny\u002Fmiesiąc.\n- Koszt Codex: 20$ (80 PLN)\u002Fmiesiąc na użytkownika [do uzupełnienia przez redakcję: aktualna cena].\n- ROI: (32h * 150 PLN) - (5 * 80 PLN) = 4800 PLN - 400 PLN = 4400 PLN oszczędności miesięcznie.\n\n## Jak wdrożyć Codex w zespole data science — krok po kroku\n\n### 1. Wybór pierwszych procesów do automatyzacji\nZacznij od zadań, które:\n- są powtarzalne (np. cotygodniowe raporty),\n- wymagają dużo pisania (dokumentacja, specyfikacje),\n- mają jasne reguły (np. \"jeśli churn > 5%, generuj alert\").\n\nPrzykłady:\n- Root-cause briefs po każdej zmianie w produkcie.\n- Impact readouts po kampaniach marketingowych.\n- Specyfikacje dashboardów dla nowych projektów.\n\n### 2. Integracja z istniejącymi narzędziami\nCodex działa z:\n- **Jupyter Notebooks**: generowanie komentarzy i dokumentacji do kodu [4].\n- **SQL**: tłumaczenie opisów w języku naturalnym na zapytania (\"Pokaż klientów, którzy kupili produkt X w ostatnim miesiącu\") [4].\n- **Tableau\u002FPower BI**: generowanie skryptów do wizualizacji [1].\n\nWorkflow:\n1. Analityk pisze prompt w Jupyterze (np. \"Stwórz analizę churnu dla segmentu premium\").\n2. Codex generuje kod + dokumentację.\n3. Analityk weryfikuje i dostosowuje wyniki.\n\n### 3. Szkolenie zespołu: jak nauczyć analityków efektywnego promptowania\nKluczowe zasady:\n- **Bądź konkretny**: Zamiast \"Stwórz analizę sprzedaży\", napisz \"Stwórz analizę sprzedaży w Q2 2023 dla kategorii Elektronika, z podziałem na regiony i segmenty klientów\".\n- **Dostarcz kontekst**: Podaj definicje KPI, źródła danych, strategię firmy.\n- **Iteruj**: Zacznij od prostych promptów, potem dodawaj więcej szczegółów.\n\nPrzykład promptu dla root-cause brief:\n```\nStwórz root-cause brief dla spadku konwersji o 8% w sklepie internetowym w maju 2023.\nDane: plik sales_may_2023.csv (kolumny: date, product_id, category, region, user_id, price, quantity).\nUwzględnij:\n- Analizę trendów czasowych (dni tygodnia, godziny).\n- Segmentację po kategoriach produktów i regionach.\n- Porównanie z poprzednim miesiącem.\n- Gotowe wizualizacje w Pythonie (matplotlib\u002Fseaborn).\n- Podsumowanie w formacie gotowym do prezentacji dla zarządu.\n```\n\n## Czy Codex zastąpi analityków, czy tylko usprawni ich pracę?\n\nCodex nie zastąpi analityków, ale zmieni ich rolę. Zamiast pisać kod i dokumentację, będą:\n- **Zarządzać kontekstem**: Dostarczać AI odpowiednie dane i założenia biznesowe.\n- **Weryfikować wyniki**: Sprawdzać, czy generowane analizy mają sens.\n- **Tłumaczyć insighty**: Przekładać wyniki na działania dla innych działów.\n\n### Zadania, które nadal wymagają ludzkiej ekspertyzy:\n1. **Definiowanie problemów biznesowych**: AI nie wie, *co* warto analizować.\n2. **Interpretacja wyników**: Codex pokaże, że churn wzrósł o 5%, ale nie powie, *dlaczego* i *co z tym zrobić*.\n3. **Komunikacja z biznesem**: Przekładanie technicznych wyników na język zarządu.\n\n### Jak przygotować zespół na zmiany?\n1. **Szkolenia z prompt engineering**: Naucz analityków, jak efektywnie komunikować się z AI.\n2. **Nowe procesy**: Zdefiniuj, które zadania będą automatyzowane, a które nadal wymagają ludzkiej interwencji.\n3. **Monitoring jakości**: Regularnie sprawdzaj, czy generowane dokumenty są poprawne i wartościowe.\n\n## Werdykt: Codex to narzędzie, nie magiczna różdżka\n\nCodex nie rozwiąże wszystkich problemów w data science, ale może odciążyć zespoły od rutynowych zadań. Kluczowe wnioski:\n- **Działa**: Oszczędza 30-50% czasu poświęcanego na dokumentację [3].\n- **Nie zastąpi analityków**: Nadal potrzebna jest ludzka ekspertyza do interpretacji wyników.\n- **Wymaga wdrożenia**: Sukces zależy od odpowiednich promptów i integracji z istniejącymi narzędziami.\n\nJeśli twój zespół spędza więcej czasu na pisaniu raportów niż na analizach, Codex może być wart inwestycji. Zacznij od pilota na 1-2 procesach, zmierz oszczędności, a potem skaluj.\n\n## Źródła\n[1] How data science teams use Codex — https:\u002F\u002Fopenai.com\u002Facademy\u002Fcodex-for-work\u002Fhow-data-science-teams-use-codex\n[2] Codex Models and Use Cases — https:\u002F\u002Fopenai.com\u002Fblog\u002Fcodex-models\n[3] How AI is Changing Data Science Teams — https:\u002F\u002Ftowardsdatascience.com\u002Fhow-ai-is-changing-data-science-teams-5c9a4d8f2f8c\n[4] How to Use Codex for Data Science: A Step-by-Step Guide — https:\u002F\u002Fwww.analyticsvidhya.com\u002Fblog\u002F2023\u002F05\u002Fhow-to-use-codex-for-data-science\u002F\n[5] How AI is Transforming the Role of the Data Scientist — https:\u002F\u002Fwww.mckinsey.com\u002Fcapabilities\u002Fquantumblack\u002Four-insights\u002Fhow-ai-is-transforming-the-role-of-the-data-scientist\n[6] How AI is Changing Data Science — https:\u002F\u002Fwww.oreilly.com\u002Fradar\u002Fhow-ai-is-changing-data-science\u002F\n```",1482,"ai_generated","mistral\u002Fmistral-large-latest","Article",[1011,1019,1026,1033,1041,1048,1055,1063,1070,1075,1082,1087,1092,1097,1104,1109],{"id":1012,"slug":1013,"reading_time_min":1014,"pillar_id":1015,"draft_id":1016},"fad1d7ad-8fa0-43af-b45a-a0be58875324","codex-w-operacjach-biznesowych-jak-zamienic-20-godzin-pracy-w-8-minut",11,{"color_token":13},{"title":1017,"meta_description":1018},"Codex w operacjach biznesowych: jak zamienić 20 godzin pracy w 8 minut","W zeszłym miesiącu zespół operacyjny firmy produkcyjnej z Łodzi spędził 28 godzin na przygotowaniu pakietu decyzyjnego dla zarządu. Po wdrożeniu Codex ten sa…",{"id":1020,"slug":1021,"reading_time_min":293,"pillar_id":1022,"draft_id":1023},"15de5316-98c5-4e40-bfd7-15db1ee47fd3","codex-w-sprzedazy-jak-polskie-zespoly-automatyzuja-briefy-i-forecasty-bez-kodu",{"color_token":13},{"title":1024,"meta_description":1025},"Codex w sprzedaży: jak polskie zespoły automatyzują briefy i forecasty bez kodu","Wczoraj o 16:30 menedżer sprzedaży w warszawskiej spółce SaaS spędził 2 godziny na ręcznym przygotowaniu briefu pipeline. Dziś ten sam dokument generuje w 2 …",{"id":1027,"slug":1028,"reading_time_min":206,"pillar_id":1029,"draft_id":1030},"3711d3a5-d1b6-41f0-83bf-cede7e357934","codex-w-operacjach-jak-polskie-firmy-odzyskuja-15-godzin-tygodniowo",{"color_token":13},{"title":1031,"meta_description":1032},"Codex w operacjach: jak polskie firmy odzyskują 15 godzin tygodniowo","Zespół operacyjny w polskiej firmie konsultingowej spędzał średnio 20 godzin tygodniowo na tworzeniu briefów strategicznych. Po wdrożeniu Codex OpenAI czas t…",{"id":1034,"slug":1035,"reading_time_min":1036,"pillar_id":1037,"draft_id":1038},"b77317b3-6449-4e20-bcc2-40177a5635c3","debata-agentow-ai-jak-10-modeli-wygenerowalo-guardrails-za-1-3-ceny",8,{"color_token":13},{"title":1039,"meta_description":1040},"Debata agentów AI: jak 10 modeli wygenerowało guardrails za 1\u002F3 ceny","Firma Diamant AI wdrożyła metodę \"Vibe Training\" i w 48 godzin uzyskała 50 tysięcy przykładów do trenowania guardrails. Koszt? 2 razy niższy niż przy tradycy…",{"id":1042,"slug":1043,"reading_time_min":293,"pillar_id":1044,"draft_id":1045},"d0badd80-84fc-4a82-a928-d57869fbe3d7","wordpress-bez-kodowania-jak-zbudowac-strone-w-2-godziny-zamiast-20",{"color_token":13},{"title":1046,"meta_description":1047},"WordPress bez kodowania: jak zbudować stronę w 2 godziny zamiast 20","Masz klienta, który chce stronę dla swojej firmy budowlanej. Wpisujesz hasło do WordPressa, instalujesz motyw, konfigurujesz wtyczki — i nagle mija 20 godzin…",{"id":1049,"slug":1050,"reading_time_min":231,"pillar_id":1051,"draft_id":1052},"ab48fe44-3cec-4ee3-9c7a-e04587d706a4","codex-w-sprzedazy-jak-oszczedzic-10-godzin-tygodniowo-bez-pisania-kodu",{"color_token":13},{"title":1053,"meta_description":1054},"Codex w sprzedaży: jak oszczędzić 10 godzin tygodniowo bez pisania kodu","Zespół sprzedażowy w polskiej firmie logistycznej spędzał średnio 3 godziny dziennie na przygotowywaniu briefów i analizie zablokowanych transakcji. Po wdroż…",{"id":1056,"slug":1057,"reading_time_min":1058,"pillar_id":1059,"draft_id":1060},"d65aeb1e-b7f5-4221-836c-4e751d758397","czy-twoje-narzedzia-ai-to-tylko-cyfrowy-smietnik-jak-przestac-placic-za-nieuzywane-zakladki",9,{"color_token":13},{"title":1061,"meta_description":1062},"Czy twoje narzędzia AI to tylko cyfrowy śmietnik? Jak przestać płacić za nieużywane zakładki","W zeszłym miesiącu zespół marketingu w jednej z warszawskich agencji reklamowych wydał 2400 zł na subskrypcje narzędzi AI. Dziś połowa z nich leży w folderze…",{"id":1064,"slug":1065,"reading_time_min":206,"pillar_id":1066,"draft_id":1067},"0c185ca8-0e4c-46c3-b06a-cb5c2d632be3","milion-zlotych-straty-przez-zmienne-z-llm-gdzie-analiza-przyczynowa-traci-grunt",{"color_token":13},{"title":1068,"meta_description":1069},"Milion złotych straty przez zmienne z LLM — gdzie analiza przyczynowa traci grunt","Zespół marketingu w warszawskiej spółce z branży e-commerce przez pół roku optymalizował kampanie reklamowe na podstawie tematów wygenerowanych przez LLM. Gd…",{"id":1071,"slug":49,"reading_time_min":1036,"pillar_id":1072,"draft_id":1073},"9a45d404-d037-405f-b9e1-4f649c1d6c72",{"color_token":13},{"title":51,"meta_description":1074},"Twój agent kończy zadanie w 1,8 sekundy, trace jest czysty, żadnego błędu w logach. A mimo to wybrał złe narzędzie. Nie wiesz o tym, bo Twój stack observabil…",{"id":1076,"slug":1077,"reading_time_min":231,"pillar_id":1078,"draft_id":1079},"b1b01fdd-dab1-42b9-89e6-e8e6cb382bf6","ile-kosztuje-godzina-szkolenia-ai-nowa-metoda-liczy-to-w-8-sekund",{"color_token":13},{"title":1080,"meta_description":1081},"Ile kosztuje godzina szkolenia AI? Nowa metoda liczy to w 8 sekund","Operator centrum danych w podwarszawskim Jankach co miesiąc płaci 1,2 mln zł za prąd. Połowa tej kwoty idzie na chłodzenie serwerów, które trenują modele jęz…",{"id":1083,"slug":118,"reading_time_min":1036,"pillar_id":1084,"draft_id":1085},"21da4438-3fa2-41e0-a7f6-1768c752628e",{"color_token":13},{"title":120,"meta_description":1086},"MIT wykazał, że 95% organizacji nie osiąga mierzalnego zwrotu z AI. Problem nie w kodzie, ale w procesach, danych i zmianach organizacyjnych. Jak znaleźć…",{"id":1088,"slug":108,"reading_time_min":1036,"pillar_id":1089,"draft_id":1090},"5fa11e1e-4f17-4996-9132-df455ed2fcbc",{"color_token":13},{"title":110,"meta_description":1091},"Surowy HTML zawiera menu, stopki i reklamy, które zużywają tokeny modelu. Poznaj techniki ekstrakcji treści głównej i narzędzia do czyszczenia.",{"id":1093,"slug":98,"reading_time_min":1036,"pillar_id":1094,"draft_id":1095},"9607dd0d-10bf-4236-86cb-f658bad984b8",{"color_token":13},{"title":100,"meta_description":1096},"Wyobraź sobie pracownika, który sumiennie zbiera informacje z internetu, ale nie potrafi odróżnić prawdziwej instrukcji od tej podrzuconej przez właściciela …",{"id":1098,"slug":1099,"reading_time_min":206,"pillar_id":1100,"draft_id":1101},"6f5c7a22-1999-4ee4-8abf-82ed26b88ca4","codex-w-sprzedazy-jak-polskie-firmy-automatyzuja-briefy-i-forecasty-bez-kodu",{"color_token":13},{"title":1102,"meta_description":1103},"Codex w sprzedaży: jak polskie firmy automatyzują briefy i forecasty bez kodu","Handlowiec z firmy SaaS spędza średnio 12 godzin tygodniowo na przygotowywaniu briefów, forecastów i pakietów do spotkań. Codex OpenAI robi to samo w 15 minu…",{"id":1105,"slug":103,"reading_time_min":1036,"pillar_id":1106,"draft_id":1107},"1b8f6283-ddf2-45ca-93a2-589e667f48d8",{"color_token":13},{"title":105,"meta_description":1108},"Porównanie kosztów: lokalne LLM czy API w chmurze? Analiza progu rentowności, wymagania sprzętowe i rzeczywiste rachunki firm w 2026 roku.",{"id":1110,"slug":1111,"reading_time_min":231,"pillar_id":1112,"draft_id":1113},"1d9444f2-f6f3-45b5-9365-57b448334476","ai-w-sprzedazy-5-zadan-ktore-przestaja-zajmowac-czas-twojemu-zespolowi",{"color_token":13},{"title":1114,"meta_description":1115},"AI w sprzedaży: 5 zadań, które przestają zajmować czas twojemu zespołowi","Handlowiec w polskiej firmie B2B spędza średnio 12 godzin tygodniowo na przygotowywaniu briefów, analizowaniu zablokowanych transakcji i aktualizowaniu CRM. …",[]]