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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 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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,[301],{"id":302,"slug":303,"canonical_url":304,"cover_image":305,"published_at":306,"last_refreshed_at":307,"reading_time_min":308,"pillar_id":309,"author_id":310,"draft_id":317},"2f7fc81c-5b0e-4a2e-b9ed-dd24378cb245","webhooki-w-gemini-api-jak-przestac-placic-za-puste-zapytania-i-czekac-na-wyniki","https:\u002F\u002Fai-odkrywca.pl\u002Fposts\u002Fwebhooki-w-gemini-api-jak-przestac-placic-za-puste-zapytania-i-czekac-na-wyniki","cd401cdc-2332-47d1-84cc-cc85ab71670d","2026-08-18T06:25:55.441Z","2026-10-21T23:15:34.494Z",8,{"id":5,"name":7,"slug":6,"color_token":8},{"display_name":311,"slug":312,"bio_short":313,"social_links":314},"Andrzej Niemiec","andrzej-niemiec","Fanatyk nowych technologii i specjalista w zakresie sztucznej inteligencji.",{"linkedin":315,"x":38,"github":38,"website":316},"https:\u002F\u002Fwww.linkedin.com\u002Fin\u002Fandrzej-niemiec-b3ab60220\u002F","https:\u002F\u002Faion-automation.pl",{"title":318,"meta_description":319,"body_mdx":320,"word_count":321,"author_type":322,"ai_model_used":323,"schema_type":324},"Webhooki w Gemini API: jak działają i kiedy zastępują polling","Webhooki w Gemini API: jak działają, kiedy zastępują polling, jak zabezpieczyć endpoint i ile realnie daje Batch API. Ceny i zasady dostawy, stan na październik 2026.","## Czym są webhooki w Gemini API i od kiedy są dostępne?\n\nWebhook w Gemini API to powiadomienie push. Zamiast odpytywać serwer w pętli, aplikacja rejestruje adres, na który Google wysyła żądanie HTTP POST po zakończeniu pracy asynchronicznej [1][2]. Funkcję ogłoszono 4 maja 2026 roku pod nazwą Webhooks in Gemini API [1]. Polling nadal działa i nie został wycofany [2][3]. Webhooki należą do szerszego ekosystemu Gemini, który obejmuje także modele, aplikację i plany subskrypcyjne; pełny opis znajdziesz na stronie huba [Gemini](\u002Fgemini).\n\nPrzed premierą dokumentacja pokazywała ręczne sprawdzanie operacji w pętli, między innymi przy generowaniu wideo Veo [4]. Webhook zamienia to oczekiwanie na jedno zdarzenie. Zakres jest jednak węższy, niż sugeruje nazwa: opis dotyczy Gemini Developer API, a nie każdego produktu Google [2].\n\n## Do jakich zadań webhooki mają zastosowanie?\n\nWebhooki obsługują Batch API, asynchroniczne Interactions oraz generowanie wideo, w tym operacje Veo [2][4]. Zwykłe, synchroniczne wywołanie `generateContent` nie jest ich scenariuszem, bo odpowiedź wraca w tym samym żądaniu [2][3]. Webhook ma sens tam, gdzie praca trwa dłużej niż kilka sekund i nie chcesz trzymać otwartego połączenia.\n\nTrzy warunki muszą być spełnione naraz: zadanie jest asynchroniczne, masz publicznie dostępny endpoint i potrafisz obsłużyć powtórzone dostawy tego samego zdarzenia [1][2]. Jeśli którykolwiek nie zachodzi, prostszy pozostaje polling albo Batch API bez powiadomień.\n\n## Jak skonfigurować webhook: tryb statyczny i dynamiczny?\n\nDokumentacja opisuje dwa tryby [2]. Statyczny to webhook projektowy, rejestrowany przez WebhookService i wspólny dla zadań w projekcie. Dynamiczny pozwala podać adres przy konkretnym zadaniu i dołączyć `user_metadata`, które wraca w powiadomieniu [2].\n\nEndpoint musi odpowiedzieć kodem 2xx szybko, a cięższe przetwarzanie wykonać asynchronicznie [2]. Odpowiedź wysłana po długim czasie jest traktowana jak problem z dostawą, nie jak sukces. Warto rozdzielić odbiór żądania od właściwej pracy: przyjąć, zapisać i przetworzyć w tle.\n\n## Co zawiera powiadomienie i jak pobrać wynik?\n\nPowiadomienie jest lekkie. Zawiera status, identyfikator i wskaźnik do rezultatu, na przykład `output_file_uri`; sam wynik trzeba pobrać osobnym żądaniem [5]. Każde żądanie niesie nagłówki `webhook-id`, `webhook-timestamp` i `webhook-signature` [2].\n\nDostawa jest typu at-least-once. Google ponawia próby z wykładniczym backoffem przez maksymalnie 24 godziny, więc ten sam `webhook-id` może dotrzeć więcej niż raz [1][2]. Odbiorca powinien deduplikować zdarzenia po identyfikatorze, a nie zakładać dokładnie jednej dostawy.\n\n## Jak zabezpieczyć endpoint webhooka?\n\nPodpis zależy od trybu. Webhooki statyczne używają sekretu i HMAC, dynamiczne podpisów opartych na JWKS i JWT [2][5]. Weryfikacja podpisu jest obowiązkowa: bez niej każdy może wysłać fałszywe zakończenie zadania.\n\nDrugi element to czas. Dokumentacja zaleca odrzucanie żądań starszych niż 5 minut, co ogranicza skutki przechwycenia i powtórzenia [2]. Trzeci to idempotencja po `webhook-id` [1]. Te trzy zasady kosztują kilka linii kodu i zamykają najczęstsze błędy.\n\n## Webhooki, polling i Batch API — co wybrać?\n\n| Kryterium | Polling | Webhooki | Batch API |\n|---|---|---|---|\n| Sposób poznania wyniku | pętla `operations.get()` do zakończenia [4] | żądanie POST po zakończeniu [1] | powiadomienie o zakończeniu partii [2][6] |\n| Ruch statusowy | rośnie z liczbą zapytań | jedno zdarzenie na zadanie [2] | brak pętli statusowej [2] |\n| Koszt pracy modelu | według cennika [7] | według cennika, bez zmian [7] | 50% standardowej ceny [6] |\n| Publiczny endpoint | niepotrzebny | wymagany [2] | wymagany, gdy odbiór przez webhook [2] |\n\nPolling zostaje dla prostych przypadków i środowisk bez dostępu z internetu. Webhook wybierasz, gdy zależy Ci na czasie reakcji i masz gdzie odebrać żądanie. Batch API opłaca się przy dużych partiach, niezależnie od tego, czy odbierasz wynik webhookiem, czy sprawdzasz go później.\n\n## Czy webhooki obniżają koszt korzystania z Gemini API?\n\nWebhook zmienia sposób powiadomienia, a nie sposób rozliczenia modelu [2][7]. Praca modelu nadal jest liczona według cennika tokenów. Realną obniżkę daje Batch API: obecnie kosztuje 50% standardowej ceny interaktywnej [6].\n\nPrzykład cen oficjalnych, stan na październik 2026: Gemini 4 Argon kosztuje 2 USD za 1 mln tokenów wejścia i 10 USD za 1 mln tokenów wyjścia do 30 listopada 2026 roku, a od 1 grudnia 2026 roku odpowiednio 4 USD i 20 USD [8]. To ceny deweloperskie podane przez Google; przed zakupem sprawdź aktualną stronę cennika [7].\n\n## Czy webhooki działają w Vertex AI?\n\nNie ma na to potwierdzenia. Dokumentacja webhooków dotyczy Gemini Developer API [2]. W forum deweloperskim zgłoszono, że `webhooks.create` zwraca błąd 404 w trybie Vertex AI [9]. Jeśli pracujesz na Vertex AI, traktuj webhooki jako funkcję niepotwierdzoną i sprawdź dostępność we własnym projekcie.\n\n## Kiedy webhooki nie są dobrym wyborem?\n\nTrzy przypadki. Pierwszy: brak publicznego endpointu, na przykład aplikacja działa wyłącznie w sieci wewnętrznej. Drugi: praca synchroniczna, gdzie webhooki nie mają zastosowania [2]. Trzeci: zadania, w których liczy się każda sekunda i wolisz strumień odpowiedzi niż powiadomienie o końcu.\n\nW pierwszym przypadku zostaje polling albo Batch API. W drugim wystarczy zwykłe wywołanie modelu. W trzecim webhook nadal pomaga, ale nie zastępuje transmisji wyniku w trakcie pracy. Warto porównać to z tym, jak inne modele rozliczają partie — na przykład w tekście o [Gemini 3.5 Flash kontra konkurencja](\u002Fposts\u002Fgemini-3-5-flash-kontra-konkurencja-kto-naprawde-liczy-w-biznesie) widać, że cennik bywa ważniejszy od samej funkcji. Jeśli budujesz aplikację na API, zajrzyj też do materiału o [Google AI Studio i publikacji w Play Store](\u002Fposts\u002Fgoogle-ai-studio-koniec-prostych-aplikacji-w-play-store) oraz o [tym, co Gemini 3.5 zmienia w firmach](\u002Fposts\u002Fgemini-3-5-co-naprawde-zmieni-w-twojej-firmie-i-kiedy-go-zobaczymy).\n\n## Najczęstsze pytania\n\n### Czy webhooki w Gemini API zastępują polling?\n\nNie zastępują go w całości. Webhooki eliminują pętlę statusową dla obsługiwanych operacji asynchronicznych, ale polling nadal działa i nie został wycofany [2][3]. Nie dotyczą też zwykłego, synchronicznego `generateContent` [2]. Wybór zależy od typu zadania, nie od daty premiery funkcji.\n\n### Czy webhooki w Gemini API są darmowe?\n\nSamo powiadomienie nie jest osobną pozycją w cenniku, ale nie oznacza darmowej pracy modelu [2][7]. Rozliczane są tokeny wejściowe, wyjściowe i zadania asynchroniczne. Tańszą opcją dla dużych partii pozostaje Batch API, wyceniane na 50% standardowej ceny [6].\n\n### Ile kosztuje korzystanie z Gemini API?\n\nZależy od modelu i wolumenu. Gemini 4 Argon kosztuje 2 USD za 1 mln tokenów wejścia i 10 USD za 1 mln tokenów wyjścia do 30 listopada 2026 roku [8]. Cennik deweloperski opisuje też inne modele i warunki [7]. Ceny podane są w USD, więc do kosztu dochodzi przeliczenie na złote.\n\n### Czy webhook dotrze dokładnie raz?\n\nNie. Google deklaruje dostawę at-least-once i ponawia próby przez maksymalnie 24 godziny [1][2]. Ten sam `webhook-id` może pojawić się dwa razy, dlatego odbiorca musi deduplikować zdarzenia i zapisywać stan po identyfikatorze.\n\n### Czy webhooki działają w Vertex AI?\n\nBrak potwierdzenia w dokumentacji, która opisuje Gemini Developer API [2]. Na forum deweloperskim zgłoszono błąd 404 przy `webhooks.create` w trybie Vertex AI [9]. Przed wdrożeniem sprawdź to we własnym projekcie.\n\n## Źródła\n\n1. [Reduce friction and latency for long-running jobs with Webhooks in Gemini API (Google, 2026)](https:\u002F\u002Fblog.google\u002Finnovation-and-ai\u002Ftechnology\u002Fdevelopers-tools\u002Fevent-driven-webhooks)\n2. [Webhooks | Gemini API | Google AI for Developers (Google, 2026)](https:\u002F\u002Fai.google.dev\u002Fgemini-api\u002Fdocs\u002Fwebhooks)\n3. [Google Gemini API now supports event-driven webhooks — no more polling for batch jobs (Simon Carter, 2026)](http:\u002F\u002Fsimoncarter.ai\u002Fposts\u002Fgoogle-gemini-api-now-supports-event-driven-webhooks-no-more-polling-for-batch-j)\n4. [Generate videos with Veo 3.1 in Gemini API (Google, 2026)](https:\u002F\u002Fai.google.dev\u002Fgemini-api\u002Fdocs\u002Fveo)\n5. [Google Adds Event-Driven Webhooks to the Gemini API, Eliminating the Need for Polling in Long-Running AI Jobs (MarkTechPost, 2026)](https:\u002F\u002Fwww.marktechpost.com\u002F2026\u002F05\u002F05\u002Fgoogle-adds-event-driven-webhooks-to-the-gemini-api-eliminating-the-need-for-polling-in-long-running-ai-jobs)\n6. [Batch API | Gemini API | Google AI for Developers (Google, 2026)](https:\u002F\u002Fai.google.dev\u002Fgemini-api\u002Fdocs\u002Fbatch-api)\n7. [Gemini Developer API pricing | Gemini API | Google AI for Developers (Google, 2026)](https:\u002F\u002Fai.google.dev\u002Fgemini-api\u002Fdocs\u002Fpricing)\n8. [Gemini 4 Argon: Built to solve your hardest problems (Google, 2026)](https:\u002F\u002Fblog.google\u002Finnovation-and-ai\u002Fmodels-and-research\u002Fgemini-models\u002Fintroducing-gemini-4-argon)\n9. [Are Webhooks API supported for Vertex AI batch jobs? (Google AI Developers Forum, 2026)](https:\u002F\u002Fdiscuss.ai.google.dev\u002Ft\u002Fare-webhooks-api-supported-for-vertex-ai-batch-jobs\u002F176983)",1328,"ai_generated","deepseek\u002Fdeepseek-v4.1-flash","Article",{"data":326},[327,337,345,353,359,367,374,381,389,396,403,411,418,426,434,442,449,456,463,470,477,485,493,501,508,515,522,529,536,544,551,559,566,574,581,588,595,602,609,616,623,630,637,644,650,658,666,673,680,687,694,702,708,713,721,728,735,740,747,752,759,766,774,780,787,794,801,806,813,819,826,834,842,850,857,864,872,879,887,892,897,905,912,916,920,924,932,939,944,948,953,960,968,975,981,985,989,993,1000,1006],{"id":328,"type":329,"title":330,"body":331,"tool_name":332,"z2u_price":333,"z2u_url":334,"status":335,"read_at":38,"created_at":336},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":338,"type":329,"title":339,"body":340,"tool_name":341,"z2u_price":342,"z2u_url":343,"status":335,"read_at":38,"created_at":344},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":346,"type":329,"title":347,"body":348,"tool_name":349,"z2u_price":350,"z2u_url":351,"status":335,"read_at":38,"created_at":352},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":354,"type":329,"title":355,"body":331,"tool_name":356,"z2u_price":333,"z2u_url":357,"status":335,"read_at":38,"created_at":358},1749,"💰 Magnify — spadek ceny","Magnify","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fmagnify","2026-11-07T05:15:27.842Z",{"id":360,"type":329,"title":361,"body":362,"tool_name":363,"z2u_price":364,"z2u_url":365,"status":335,"read_at":38,"created_at":366},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":368,"type":329,"title":369,"body":370,"tool_name":371,"z2u_price":333,"z2u_url":372,"status":335,"read_at":38,"created_at":373},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":375,"type":329,"title":376,"body":377,"tool_name":378,"z2u_price":333,"z2u_url":379,"status":335,"read_at":38,"created_at":380},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":382,"type":329,"title":383,"body":384,"tool_name":385,"z2u_price":386,"z2u_url":387,"status":335,"read_at":38,"created_at":388},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":390,"type":329,"title":391,"body":392,"tool_name":393,"z2u_price":386,"z2u_url":394,"status":335,"read_at":38,"created_at":395},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":397,"type":329,"title":398,"body":399,"tool_name":400,"z2u_price":333,"z2u_url":401,"status":335,"read_at":38,"created_at":402},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":404,"type":329,"title":405,"body":406,"tool_name":407,"z2u_price":408,"z2u_url":409,"status":335,"read_at":38,"created_at":410},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":412,"type":329,"title":413,"body":414,"tool_name":415,"z2u_price":333,"z2u_url":416,"status":335,"read_at":38,"created_at":417},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":419,"type":329,"title":420,"body":421,"tool_name":422,"z2u_price":423,"z2u_url":424,"status":335,"read_at":38,"created_at":425},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":427,"type":329,"title":428,"body":429,"tool_name":430,"z2u_price":431,"z2u_url":432,"status":335,"read_at":38,"created_at":433},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":435,"type":329,"title":436,"body":437,"tool_name":438,"z2u_price":439,"z2u_url":440,"status":335,"read_at":38,"created_at":441},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":443,"type":329,"title":444,"body":445,"tool_name":446,"z2u_price":386,"z2u_url":447,"status":335,"read_at":38,"created_at":448},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":450,"type":329,"title":451,"body":452,"tool_name":453,"z2u_price":386,"z2u_url":454,"status":335,"read_at":38,"created_at":455},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":457,"type":329,"title":458,"body":459,"tool_name":460,"z2u_price":333,"z2u_url":461,"status":335,"read_at":38,"created_at":462},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":464,"type":329,"title":465,"body":466,"tool_name":467,"z2u_price":333,"z2u_url":468,"status":335,"read_at":38,"created_at":469},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":471,"type":329,"title":472,"body":473,"tool_name":474,"z2u_price":350,"z2u_url":475,"status":335,"read_at":38,"created_at":476},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":478,"type":329,"title":479,"body":480,"tool_name":481,"z2u_price":482,"z2u_url":483,"status":335,"read_at":38,"created_at":484},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":486,"type":329,"title":487,"body":488,"tool_name":489,"z2u_price":490,"z2u_url":491,"status":335,"read_at":38,"created_at":492},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":494,"type":329,"title":495,"body":496,"tool_name":497,"z2u_price":498,"z2u_url":499,"status":335,"read_at":38,"created_at":500},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":502,"type":329,"title":503,"body":504,"tool_name":505,"z2u_price":333,"z2u_url":506,"status":335,"read_at":38,"created_at":507},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":509,"type":329,"title":510,"body":511,"tool_name":512,"z2u_price":386,"z2u_url":513,"status":335,"read_at":38,"created_at":514},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":516,"type":329,"title":517,"body":518,"tool_name":519,"z2u_price":350,"z2u_url":520,"status":335,"read_at":38,"created_at":521},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":523,"type":329,"title":524,"body":525,"tool_name":526,"z2u_price":423,"z2u_url":527,"status":335,"read_at":38,"created_at":528},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":530,"type":329,"title":531,"body":532,"tool_name":533,"z2u_price":386,"z2u_url":534,"status":335,"read_at":38,"created_at":535},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":537,"type":329,"title":538,"body":539,"tool_name":540,"z2u_price":541,"z2u_url":542,"status":335,"read_at":38,"created_at":543},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":545,"type":329,"title":546,"body":547,"tool_name":548,"z2u_price":431,"z2u_url":549,"status":335,"read_at":38,"created_at":550},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":552,"type":329,"title":553,"body":554,"tool_name":555,"z2u_price":556,"z2u_url":557,"status":335,"read_at":38,"created_at":558},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":560,"type":329,"title":561,"body":562,"tool_name":563,"z2u_price":364,"z2u_url":564,"status":335,"read_at":38,"created_at":565},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":567,"type":329,"title":568,"body":569,"tool_name":570,"z2u_price":571,"z2u_url":572,"status":335,"read_at":38,"created_at":573},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":575,"type":329,"title":576,"body":577,"tool_name":578,"z2u_price":386,"z2u_url":579,"status":335,"read_at":38,"created_at":580},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":582,"type":329,"title":583,"body":584,"tool_name":585,"z2u_price":431,"z2u_url":586,"status":335,"read_at":38,"created_at":587},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":589,"type":329,"title":590,"body":591,"tool_name":592,"z2u_price":431,"z2u_url":593,"status":335,"read_at":38,"created_at":594},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":596,"type":329,"title":597,"body":598,"tool_name":599,"z2u_price":408,"z2u_url":600,"status":335,"read_at":38,"created_at":601},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":603,"type":329,"title":604,"body":605,"tool_name":606,"z2u_price":350,"z2u_url":607,"status":335,"read_at":38,"created_at":608},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":610,"type":329,"title":611,"body":612,"tool_name":613,"z2u_price":386,"z2u_url":614,"status":335,"read_at":38,"created_at":615},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":617,"type":329,"title":618,"body":619,"tool_name":620,"z2u_price":342,"z2u_url":621,"status":335,"read_at":38,"created_at":622},1713,"💰 Domain Monitor — spadek ceny","Platforma: Dealify | Kategoria: Developer Tools | Cena: €57.95 (regular: €684.95) | Rabat: 92%","Domain 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| 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":703,"type":329,"title":704,"body":697,"tool_name":705,"z2u_price":699,"z2u_url":706,"status":335,"read_at":38,"created_at":707},1701,"💰 Seamless QR Code — spadek ceny","Seamless QR Code","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fseamless-qr-code","2026-11-06T05:15:29.523Z",{"id":709,"type":329,"title":361,"body":710,"tool_name":363,"z2u_price":711,"z2u_url":365,"status":335,"read_at":38,"created_at":712},1700,"Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €226.95 (regular: €567.95) | Rabat: 60%",226.95,"2026-11-06T05:15:28.761Z",{"id":714,"type":329,"title":715,"body":716,"tool_name":717,"z2u_price":718,"z2u_url":719,"status":335,"read_at":38,"created_at":720},1699,"💰 Contact Concert — spadek ceny","Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €101.95 (regular: €1012.95) | 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39%","WhiteboardMaker","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fwhiteboardmaker","2026-11-06T05:15:23.232Z",{"id":760,"type":329,"title":761,"body":762,"tool_name":763,"z2u_price":699,"z2u_url":764,"status":335,"read_at":38,"created_at":765},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":767,"type":329,"title":768,"body":769,"tool_name":770,"z2u_price":771,"z2u_url":772,"status":335,"read_at":38,"created_at":773},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":775,"type":329,"title":776,"body":755,"tool_name":777,"z2u_price":699,"z2u_url":778,"status":335,"read_at":38,"created_at":779},1690,"💰 CursorClip — spadek 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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":802,"type":329,"title":436,"body":803,"tool_name":438,"z2u_price":804,"z2u_url":440,"status":335,"read_at":38,"created_at":805},1686,"Platforma: Dealify | Kategoria: Creative | Cena: €135.95 (regular: €1136.95) | Rabat: 88%",135.95,"2026-11-06T05:15:21.912Z",{"id":807,"type":329,"title":808,"body":809,"tool_name":810,"z2u_price":699,"z2u_url":811,"status":335,"read_at":38,"created_at":812},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":814,"type":329,"title":815,"body":809,"tool_name":816,"z2u_price":699,"z2u_url":817,"status":335,"read_at":38,"created_at":818},1684,"💰 Vimageo — spadek 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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":843,"type":329,"title":844,"body":845,"tool_name":846,"z2u_price":847,"z2u_url":848,"status":335,"read_at":38,"created_at":849},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":851,"type":329,"title":852,"body":853,"tool_name":854,"z2u_price":771,"z2u_url":855,"status":335,"read_at":38,"created_at":856},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":858,"type":329,"title":859,"body":860,"tool_name":861,"z2u_price":718,"z2u_url":862,"status":335,"read_at":38,"created_at":863},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":865,"type":329,"title":866,"body":867,"tool_name":868,"z2u_price":869,"z2u_url":870,"status":335,"read_at":38,"created_at":871},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":873,"type":329,"title":874,"body":875,"tool_name":876,"z2u_price":771,"z2u_url":877,"status":335,"read_at":38,"created_at":878},1676,"💰 Notepad — 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Kategoria: Productivity | Cena: €283.95 (regular: €1979.95) | Rabat: 86%",283.95,"2026-11-06T05:15:17.656Z",{"id":898,"type":329,"title":899,"body":900,"tool_name":901,"z2u_price":902,"z2u_url":903,"status":335,"read_at":38,"created_at":904},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":906,"type":329,"title":907,"body":908,"tool_name":909,"z2u_price":699,"z2u_url":910,"status":335,"read_at":38,"created_at":911},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":913,"type":329,"title":524,"body":914,"tool_name":526,"z2u_price":738,"z2u_url":527,"status":335,"read_at":38,"created_at":915},1670,"Platforma: Dealify | Kategoria: Business | 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Dziś ten sam ef…",{"id":1030,"slug":1031,"reading_time_min":308,"pillar_id":1032,"draft_id":1033},"ab9e303d-df33-4547-b444-41d09740896e","chatgpt-w-finansach-osobistych-co-zmienia-i-dlaczego-polskie-firmy-powinny-sie-tym-zainteresowac",{"color_token":8},{"title":1034,"meta_description":1035},"ChatGPT w finansach osobistych: co zmienia i dlaczego polskie firmy powinny się tym zainteresować","W maju 2024 roku OpenAI uruchomiło funkcję, która może przedefiniować, jak zarządzamy pieniędzmi. Użytkownicy ChatGPT Pro w USA mogą teraz łączyć swoje konta…",{"id":1037,"slug":1038,"reading_time_min":206,"pillar_id":1039,"draft_id":1040},"72800cb5-0c42-47eb-a557-5656693bbe95","ernie-qwen-czy-zit-ktory-model-ai-do-obrazow-wybrac-gdy-liczy-sie-czas-i-jakosc",{"color_token":8},{"title":1041,"meta_description":1042},"ERNIE, Qwen czy ZiT? 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Gdy wrzucił dokument do DeepSeek-V4, m…",{"id":1105,"slug":1106,"reading_time_min":179,"pillar_id":1107,"draft_id":1108},"8e0353d7-5e1c-46a5-bfec-8d929c7ea937","chatgpt-w-finansach-osobistych-co-naprawde-zmienia-i-dlaczego-polskie-firmy-powinny-to-sledzic",{"color_token":8},{"title":1109,"meta_description":1110},"ChatGPT w finansach osobistych: co naprawdę zmienia i dlaczego polskie firmy powinny to śledzić","Od czerwca 2024 roku użytkownicy ChatGPT Pro w USA mogą połączyć swoje konta bankowe z AI i dostać poradę finansową w 8 sekund. Brzmi jak sci-fi, ale działa …",{"id":1112,"slug":64,"reading_time_min":206,"pillar_id":1113,"draft_id":1114},"fe13a3ea-5437-499e-95ab-fb7bfd832610",{"color_token":8},{"title":66,"meta_description":1115},"Zapier, Make i n8n w jednym porównaniu: co potrafią agenci AI w 2026, ile kosztują plany i gdzie wdrożenia zawodzą po wyjściu z demo.",{"id":1117,"slug":1118,"reading_time_min":293,"pillar_id":1119,"draft_id":1120},"2e737281-4130-493b-aeab-68098f74befd","chatgpt-w-finansach-osobistych-czy-za-20-dolarow-miesiecznie-dostaniesz-lepszego-doradce-niz-w-banku",{"color_token":8},{"title":1121,"meta_description":1122},"ChatGPT w finansach osobistych: czy za 20 dolarów miesięcznie dostaniesz lepszego doradcę niż w banku?","W czerwcu 2024 roku OpenAI uruchomiło funkcję, która może zmienić sposób, w jaki Polacy zarządzają domowym budżetem. Za 20 dolarów miesięcznie użytkownicy Ch…",[]]