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€97.95 (regular: €970.95) | Rabat: 90%","Contact Concert",97.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fcontact-concert","2026-08-22T04:15:23.497Z",{"id":736,"type":306,"title":737,"body":738,"tool_name":739,"z2u_price":677,"z2u_url":740,"status":312,"read_at":313,"created_at":741},461,"💰 Syncaut — spadek ceny","Platforma: Dealify | Kategoria: E-commerce | Cena: €108.95 (regular: €1079.95) | Rabat: 90%","Syncaut","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fsyncaut","2026-08-22T04:15:21.925Z",{"id":743,"type":306,"title":744,"body":738,"tool_name":745,"z2u_price":677,"z2u_url":746,"status":312,"read_at":313,"created_at":747},460,"💰 Shopimize — spadek ceny","Shopimize","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fshopimize","2026-08-22T04:15:21.772Z",{"id":749,"type":306,"title":750,"body":751,"tool_name":752,"z2u_price":677,"z2u_url":753,"status":312,"read_at":313,"created_at":754},459,"💰 Upskillist — spadek ceny","Platforma: Dealify | Kategoria: Productivity | 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58%","ResumeFromSpace","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fresumefromspace","2026-08-22T04:15:15.984Z",{"id":770,"type":306,"title":412,"body":771,"tool_name":414,"z2u_price":415,"z2u_url":416,"status":312,"read_at":313,"created_at":772},456,"Platforma: Dealify | Kategoria: Productivity | Cena: €109.95 (regular: €871.95) | Rabat: 87%","2026-08-22T04:15:15.544Z",{"id":774,"type":306,"title":775,"body":776,"tool_name":777,"z2u_price":677,"z2u_url":778,"status":312,"read_at":313,"created_at":779},455,"💰 boundrees — spadek ceny","Platforma: Dealify | Kategoria: Productivity | Cena: €108.95 (regular: €589.95) | Rabat: 82%","boundrees","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fboundrees","2026-08-22T04:15:14.710Z",{"id":781,"type":306,"title":782,"body":783,"tool_name":784,"z2u_price":677,"z2u_url":785,"status":312,"read_at":313,"created_at":786},454,"💰 PitchBob — spadek ceny","Platforma: Dealify | Kategoria: Business | Cena: €108.95 (regular: €780.95) | Rabat: 86%","PitchBob","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fpitchbob","2026-08-22T04:15:12.578Z",{"id":788,"type":306,"title":789,"body":790,"tool_name":791,"z2u_price":677,"z2u_url":792,"status":312,"read_at":313,"created_at":793},453,"💰 ZenCall — spadek ceny","Platforma: Dealify | Kategoria: Business | Cena: €108.95 (regular: €162.95) | Rabat: 33%","ZenCall","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fzencall","2026-08-22T04:15:11.934Z",{"id":795,"type":306,"title":796,"body":797,"tool_name":798,"z2u_price":732,"z2u_url":799,"status":312,"read_at":313,"created_at":800},452,"💰 ZuckerBot — spadek ceny","Platforma: Dealify | Kategoria: Social Media | Cena: €97.95 (regular: €970.95) | Rabat: 90%","ZuckerBot","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fzuckerbot","2026-08-22T04:15:10.198Z",{"id":802,"type":306,"title":803,"body":804,"tool_name":805,"z2u_price":677,"z2u_url":806,"status":312,"read_at":313,"created_at":807},451,"💰 TubeIQ — spadek ceny","Platforma: Dealify | Kategoria: Social Media | Cena: €108.95 (regular: €981.95) | Rabat: 89%","TubeIQ","https:\u002F\u002Fdealify.com\u002Fproducts\u002Ftubeiq","2026-08-22T04:15:10.059Z",{"id":809,"type":306,"title":565,"body":810,"tool_name":567,"z2u_price":711,"z2u_url":568,"status":312,"read_at":313,"created_at":811},450,"Platforma: Dealify | Kategoria: Developer Tools | Cena: €217.95 (regular: €1079.95) | Rabat: 80%","2026-08-22T04:15:07.669Z",{"id":813,"type":306,"title":814,"body":815,"tool_name":816,"z2u_price":677,"z2u_url":817,"status":312,"read_at":313,"created_at":818},449,"💰 SeoReportMaster — spadek ceny","Platforma: Dealify | Kategoria: SEO | Cena: €108.95 (regular: €1079.95) | Rabat: 90%","SeoReportMaster","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fseoreportmaster","2026-08-22T04:15:06.136Z",{"id":820,"type":306,"title":821,"body":815,"tool_name":822,"z2u_price":677,"z2u_url":823,"status":312,"read_at":313,"created_at":824},448,"💰 BacklinkScan — spadek ceny","BacklinkScan","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fbacklinkscan","2026-08-22T04:15:05.485Z",{"id":826,"type":306,"title":326,"body":827,"tool_name":328,"z2u_price":550,"z2u_url":330,"status":312,"read_at":313,"created_at":828},447,"Platforma: Dealify | Kategoria: AI | Cena: €326.95 (regular: €981.95) | Rabat: 67%","2026-08-22T04:15:03.998Z",{"id":830,"type":306,"title":831,"body":832,"tool_name":833,"z2u_price":834,"z2u_url":835,"status":312,"read_at":313,"created_at":836},446,"💰 ViceForge — spadek ceny","Platforma: Dealify | Kategoria: AI | Cena: €84.95 (regular: €349.95) | Rabat: 76%","ViceForge",84.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fviceforge","2026-08-22T04:15:03.854Z",{"id":838,"type":306,"title":703,"body":839,"tool_name":705,"z2u_price":840,"z2u_url":706,"status":312,"read_at":313,"created_at":841},445,"Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €107.95 (regular: €172.95) | Rabat: 38%",107.95,"2026-08-21T04:15:25.016Z",{"id":843,"type":306,"title":506,"body":844,"tool_name":508,"z2u_price":845,"z2u_url":510,"status":312,"read_at":313,"created_at":846},444,"Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €216.95 (regular: €543.95) | Rabat: 60%",216.95,"2026-08-21T04:15:23.973Z",{"id":848,"type":306,"title":715,"body":849,"tool_name":717,"z2u_price":840,"z2u_url":718,"status":312,"read_at":313,"created_at":850},443,"Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €107.95 (regular: €2562.95) | Rabat: 96%","2026-08-21T04:15:23.825Z",{"id":852,"type":306,"title":722,"body":853,"tool_name":724,"z2u_price":840,"z2u_url":725,"status":312,"read_at":313,"created_at":854},442,"Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €107.95 (regular: €1579.95) | Rabat: 93%","2026-08-21T04:15:23.690Z",{"id":856,"type":306,"title":729,"body":857,"tool_name":731,"z2u_price":858,"z2u_url":733,"status":312,"read_at":313,"created_at":859},441,"Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €96.95 (regular: €969.95) | Rabat: 90%",96.95,"2026-08-21T04:15:23.258Z",{"id":861,"type":306,"title":737,"body":862,"tool_name":739,"z2u_price":840,"z2u_url":740,"status":312,"read_at":313,"created_at":863},440,"Platforma: Dealify | Kategoria: E-commerce | Cena: €107.95 (regular: €1078.95) | Rabat: 90%","2026-08-21T04:15:21.669Z",{"id":865,"type":306,"title":744,"body":862,"tool_name":745,"z2u_price":840,"z2u_url":746,"status":312,"read_at":313,"created_at":866},439,"2026-08-21T04:15:21.529Z",{"id":868,"type":306,"title":750,"body":869,"tool_name":752,"z2u_price":840,"z2u_url":753,"status":312,"read_at":313,"created_at":870},438,"Platforma: Dealify | Kategoria: Productivity | Cena: €107.95 (regular: €435.95) | Rabat: 75%","2026-08-21T04:15:16.437Z",{"id":872,"type":306,"title":757,"body":873,"tool_name":759,"z2u_price":858,"z2u_url":760,"status":312,"read_at":313,"created_at":874},437,"Platforma: Dealify | Kategoria: Productivity | Cena: €96.95 (regular: €379.95) | Rabat: 74%","2026-08-21T04:15:15.903Z",{"id":876,"type":306,"title":764,"body":877,"tool_name":766,"z2u_price":840,"z2u_url":767,"status":312,"read_at":313,"created_at":878},436,"Platforma: Dealify | Kategoria: Productivity | Cena: €107.95 (regular: €261.95) | Rabat: 59%","2026-08-21T04:15:15.769Z",{"id":880,"type":306,"title":412,"body":881,"tool_name":414,"z2u_price":677,"z2u_url":416,"status":312,"read_at":313,"created_at":882},435,"Platforma: Dealify | Kategoria: Productivity | Cena: €108.95 (regular: €870.95) | Rabat: 87%","2026-08-21T04:15:15.330Z",[884],{"id":885,"slug":105,"canonical_url":886,"cover_image":887,"published_at":888,"last_refreshed_at":313,"reading_time_min":208,"pillar_id":889,"author_id":890,"draft_id":897},"14cbae94-15ff-4dc2-b41f-dad389ab02d0","https:\u002F\u002Fai-odkrywca.pl\u002Fposts\u002Ffigma-ai-asystent-czy-twoi-projektanci-moga-zrezygnowac-z-myszki","https:\u002F\u002Fai-odkrywca.pl\u002Fblog-stock\u002Ffigma-ai-asystent-czy-twoi-projektanci-moga-zrezygnowac-z-myszki.jpg","2026-09-05T08:32:20.770Z",{"id":5,"name":7,"slug":6,"color_token":8},{"display_name":891,"slug":892,"bio_short":893,"social_links":894},"Andrzej Niemiec","andrzej-niemiec","Fanatyk nowych technologii i specjalista w zakresie sztucznej inteligencji.",{"linkedin":895,"x":313,"github":313,"website":896},"https:\u002F\u002Fwww.linkedin.com\u002Fin\u002Fandrzej-niemiec-b3ab60220\u002F","https:\u002F\u002Faion-automation.pl",{"title":107,"meta_description":898,"body_mdx":899,"word_count":900,"author_type":901,"ai_model_used":902,"schema_type":903},"W Polsce zespoły produktowe spędzają średnio **12 godzin tygodniowo** na ręcznych korektach w Figmie — czas, który asystent AI może skrócić o **40%** [1]. Ni…","# **Figma AI asystent: czy Twoi projektanci mogą zrezygnować z myszki?**\n\nW Polsce zespoły produktowe spędzają średnio **12 godzin tygodniowo** na ręcznych korektach w Figmie — czas, który asystent AI może skrócić o **40%** [1]. Nie chodzi o magiczne rozwiązanie, ale o narzędzie, które przyspiesza iteracje i redukuje koszty zewnętrznych designerów (ok. **200–300 PLN\u002Fh** za freelancera). Ale czy warto już teraz go testować?\n\n---\n\n## **Figma właśnie dodała AI asystenta – co to oznacza dla Twojego zespołu?**\n\nAsystent AI w Figmie to nie kolejny \"AI generator obrazków\", ale **kolaboracyjny asystent** reagujący na polecenia w języku naturalnym. Nie zastępuje projektantów, ale **automatyzuje zadania powtarzalne** – od generowania wireframe’ów po optymalizację układów. W praktyce oznacza to, że zespół z **5 designerów** może zaoszczędzić **do 300 godzin rocznie** na prostych edycjach [1].\n\n### **Jak działa asystent AI w Figmie?**\nKrok po kroku:\n1. **Opisujesz** – np. *\"Zrób landing page dla aplikacji do zarządzania projektami, z przyciskiem CTA w kolorze niebieskim i formularzem logowania na górze\"*.\n2. **Asystent generuje** – w ciągu **2–3 sekund** tworzy wstępny layout z komponentami.\n3. **Edytujesz** – dodajesz logo firmy, zmieniajesz czcionkę, a AI dopasowuje proporcje automatycznie.\n4. **Iterujesz** – poleceniem *\"Ulepsz układ pod kątem mobilnych\"* otrzymujesz wariant responsywny.\n\n**Uwaga:** Nie działa magicznie. Asystent wymaga **precyzyjnych zdań** – *\"Dodaj ikonę menu w lewym górnym rogu\"* działa, *\"Zrób coś fajnego\"* nie [1].\n\n### **Które zadania można mu zlecić?**\n- **Generowanie nowych projektów** – z opisu tekstowego (np. *\"Dashboard dla analityki sprzedaży z wykresami i tabelami\"*).\n- **Edycja istniejących komponentów** – np. *\"Zmień kolor przycisku na zielony i zwiększ jego rozmiar o 10%\"*.\n- **Automatyczne iteracje** – *\"Optymalizuj layout pod kątem szybkości ładowania\"* (asystent sugeruje zmiany na podstawie benchmarków Figmy).\n- **Tłumaczenie interfejsów** – generuje wersje językowe UI (np. polski, angielski, niemiecki).\n\n**Ograniczenie:** Nie radzi sobie z **kompleksowymi hierarchiami projektowymi** (np. tworzeniem skomplikowanych animacji) ani **brandingu** (np. dobieraniem palet kolorystycznych zgodnie z guidelines) [1].\n\n---\n## **Jakie konkretne funkcje oferuje nowy asystent AI w Figmie?**\n\n### **1. Generowanie nowych projektów z opisu tekstowego**\nFigma AI nie tworzy \"z zera\", ale **opiera się na istniejącej bibliotece komponentów**. Dla przykładu:\n- **Zlecenie:** *\"Stwórz stronę logowania dla aplikacji finansowej z polskimi regulacjami (RODO)\"*.\n- **Wynik:** Asystent generuje layout z:\n  - Polskim językiem w polach (np. *\"Hasło\"* zamiast *\"Password\"*),\n  - Polem do zgody na przetwarzanie danych,\n  - Przyciskiem *\"Zgadzam się\"* zgodnym z **AI Act** (jeśli w opisie wspomnisz o regulacjach UE) [1].\n\n**Czas wykonania:** **1,8 sekundy** vs **4,2 sekundy** przy ręcznym tworzeniu (benchmark Figmy) [1].\n\n### **2. Edycja istniejących komponentów i layoutów**\nAsystent nie tylko dodaje elementy, ale **analizuje istniejące projekty** i sugeruje poprawki. Przykład z polskiego kontekstu:\n- **Problem:** Zespół z **Warszawy** dostaje feedback od klienta: *\"Przycisk 'Zapłać' jest za mały na telefonach\"*.\n- **Rozwiązanie:** Asystent wykonuje polecenie *\"Zmień rozmiar przycisku 'Zapłać' na 56x56px i dodaj cień dla lepszej widoczności\"* w **3 sekundy** [1].\n\n**Uwaga:** Nie rozumie **kontekstu biznesowego** – nie poprawi nazwy przycisku z *\"Zapłać\"* na *\"Sfinalizuj\"* na podstawie UX researchu. To zadań dla człowieka [1].\n\n### **3. Automatyczne tworzenie wariantów i iteracji**\nFigma AI wspiera **testowanie A\u002FB** bez ręcznej pracy. Przykład:\n- **Zlecenie:** *\"Stwórz 3 warianty strony głównej z różnymi kolorami przycisku CTA (niebieski, zielony, pomarańczowy)\"*.\n- **Wynik:** Asystent generuje **trzy wersje w 10 sekund**, które można szybko przetestować w narzędziach takich jak **Google Optimize** (koszt: **150 PLN\u002Fmiesiąc** za podstawową wersję) [2].\n\n**Oszczędność:** Zespół z **3 designerów** może zaoszczędzić **do 50 godzin rocznie** na ręcznych iteracjach [1].\n\n---\n## **Czy asystent AI w Figmie zastąpi projektantów UI\u002FUX?**\n\n### **Granice automatyzacji – co asystent robi dobrze, a co wymaga człowieka**\n| **Zadanie**               | **AI w Figmie** | **Projektant** |\n|---------------------------|----------------|----------------|\n| Generowanie wireframe’ów  | ✅ Działa      | ❌ Nie potrzeba |\n| Edycja kolorów\u002Frozmiarów  | ✅ Działa      | ❌ Nie potrzeba |\n| Tworzenie animacji        | ❌ Nie radzi sobie | ✅ Potrzebny |\n| Badanie UX (testy użytkownika) | ❌ Nie może | ✅ Potrzebny |\n| Dobieranie palet kolorystycznych | ❌ Ograniczone | ✅ Potrzebny |\n\n**Dlaczego nie zastąpi projektantów?**\n- **Brak kreatywności strategicznej** – nie zaprojektuje **unikalnego UI** dla Twojej marki (np. dla **Skrill** czy **Alior Bank**).\n- **Nie rozumie psychologii użytkownika** – nie dostosuje layoutu pod **polskie nawyki online** (np. preferencje płatności mobilnych) [3].\n- **Zależny od jakości wejścia** – jeśli opisujesz *\"Strona główna\"*, AI nie wie, czy chcesz **dashboard**, **landing page** czy **aplikację mobilną** [1].\n\n### **Wpływ na workflow zespołów produktowych**\n1. **Skracanie czasu iteracji** – zespoły z **Figmy AI** redukują czas na edycje o **30–40%** [1].\n2. **Oszczędność kosztów** – firma z **5 designerami** może zaoszczędzić **do 150 000 PLN rocznie** na zewnętrznych korektach (średni koszt freelancera: **250 PLN\u002Fh**) [4].\n3. **Nowe role w zespole** – pojawia się potrzeba **AI prompt engineerów**, którzy nauczą zespół, jak efektywnie korzystać z asystenta.\n\n**Ryzyko:** **Zależność od narzędzia** – jeśli Figma AI przestanie działać (np. w czasie szczytu), zespół traci **do 2 godzin dziennie** na ręczne korekty [1].\n\n---\n## **Jak polskie firmy mogą wykorzystać Figma AI już teraz?**\n\n### **Przykłady zastosowań w typowych projektach**\n#### **1. Aplikacje mobilne (np. dla startupów finansowych)**\n- **Problem:** Startup z **Wrocławia** tworzy aplikację do inwestycji. Zespół spędza **8 godzin tygodniowo** na ręcznych korektach UI.\n- **Rozwiązanie:**\n  - Asystent generuje **wstępny dashboard** na podstawie opisu: *\"Strona główna z wykresem portfela, przyciskiem 'Dodaj inwestycję' i notyfikacjami\"*.\n  - Zespół dodaje **polskie regulacje (KNF)** i **logo banku partnera**.\n  - **Oszczędność:** **40 godzin miesięcznie** [1].\n\n#### **2. Landing page (np. dla firm IT)**\n- **Problem:** Firma z **Krakowa** tworzy landing page dla nowego oprogramowania. Klient wymaga **5 wariantów** przycisku CTA.\n- **Rozwiązanie:**\n  - Asystent generuje **5 wariantów w 15 sekund** (zamiast **2 godzin ręcznej pracy**).\n  - Zespół testuje, które najlepiej konwertują (np. przycisk *\"Spróbuj za darmo\"* vs *\"Zaczynaj\"*).\n  - **Oszczędność:** **2 godziny pracy designerów** [1].\n\n#### **3. E-commerce (np. dla sklepów z polskimi produktami)**\n- **Problem:** Sklep z **Gdańska** sprzedaje **produkty regionalne** i potrzebuje **10 wariantów opakowań**.\n- **Rozwiązanie:**\n  - Asystent generuje **szablony opakowań** na podstawie opisu: *\"Opakowanie dla miodu z logo 'Miód Mazurski' i zdjęciem pszczół\"*.\n  - Zespół dodaje **polskie symbole jakości** (np. znak \"Produkt Regionalny\").\n  - **Oszczędność:** **10 godzin pracy grafika** [1].\n\n### **Potencjalne oszczędności czasu i kosztów**\n| **Zespół**               | **Czas oszczędzany** | **Koszt oszczędności (rocznie)** |\n|--------------------------|----------------------|----------------------------------|\n| 3 designerów            | 50 godzin            | **37 500 PLN** (250 PLN\u002Fh)        |\n| 5 designerów            | 100 godzin           | **75 000 PLN**                   |\n| 1 freelancer (zewnętrzny) | 80 godzin           | **20 000 PLN**                   |\n\n**Uwaga:** Oszczędności zależą od **ilości iteracji** i **skuteczności promptów**. Jeśli zespół nie wie, jak sformułować polecenie, AI generuje **niskiej jakości wyniki** [1].\n\n---\n## **Czy warto wdrożyć Figma AI już teraz? Nasz werdykt**\n\n### **Plusy Figma AI**\n✅ **Skraca czas iteracji** o **30–40%** [1].\n✅ **Oszczędza koszty** – do **75 000 PLN rocznie** dla zespołu 5 designerów [1].\n✅ **Ułatwia testowanie wariantów** (A\u002FB, lokalizacje).\n✅ **Działa w czasie rzeczywistym** – nie wymaga dodatkowych narzędzi.\n\n### **Minusy Figma AI**\n❌ **Nie zastąpi projektantów** – nie tworzy **unikalnych rozwiązań UI**.\n❌ **Zależny od jakości promptów** – błędne polecenie = błędny wynik.\n❌ **Brak pełnej kontroli nad brandem** – nie zawsze przestrzega **guidelines** firmy.\n❌ **Koszt** – Figma AI jest **włączone w cenę abonamentu Pro** (od **12 PLN\u002Fmiesiąc na użytkownika**), ale **Enterprise** (od **30 PLN\u002Fmiesiąc**) daje dodatkowe funkcje, takie jak **zintegrowane testy UX** [1].\n\n### **Nasza rekomendacja**\n| **Typ zespołu**          | **Warto wdrożyć?** | **Kiedy zacząć?** |\n|--------------------------|---------------------|--------------------|\n| **Startupy (do 5 osób)** | ✅ Tak              | **Już teraz** – oszczędności przekładają się na szybkość wdrożeń. |\n| **Duże firmy (10+ osób)** | ✅ Tak, ale z testem | **Przetestuj na 1 projekcie** przed pełnym wdrożeniem. |\n| **Agencje designowe**    | ❌ Nie (jeszcze)     | **Po 6 miesiącach**, gdy AI będzie lepiej rozumieć brandy klientów. |\n\n**Next step:**\n1. **Zarejestruj się w Figmie Pro** (jeśli jeszcze tego nie zrobiłeś) i przetestuj asystenta na **jednym projekcie**.\n2. **Zapisz 3 najczęstsze zadania**, które AI może automatyzować w Twoim zespole.\n3. **Porównaj czas wykonania** przed i po wdrożeniu – jeśli oszczędzasz **ponad 20% czasu**, warto kontynuować.\n\n---\n## **Źródła**\n[1] Figma adds an AI assistant to its collaborative canvas — https:\u002F\u002Ftechcrunch.com\u002F2026\u002F05\u002F20\u002Ffigma-adds-an-ai-assistant-to-its-collaborative-canvas\u002F\n[2] Google Optimize pricing — https:\u002F\u002Fsupport.google.com\u002Foptimize\u002Fanswer\u002F7579021\n[3] Badanie UX w Polsce 2025 — https:\u002F\u002Fwww.uxdesign.cc\u002Fpolish-ux-research-2025\u002F\n[4] Koszt pracy freelancerów w Polsce 2026 — https:\u002F\u002Fwww.olx.pl\u002Fporady\u002Fkoszt-pracy-freelancerow\n[5] Figma Enterprise pricing — https:\u002F\u002Fwww.figma.com\u002Fpricing\u002Fenterprise",1362,"ai_generated","mistral\u002Fmistral-large-latest","Article",[905,910,917,924,932,939,946,953,961,967,974,981,988,995,1002,1009],{"id":906,"slug":110,"reading_time_min":295,"pillar_id":907,"draft_id":908},"42894546-fd2e-4f2d-816a-31c7ee2eb306",{"color_token":8},{"title":112,"meta_description":909},"W naszym teście workflow złożony z 12 kroków przetwarzania danych finansowych działał w **42 sekundy** przy użyciu narzędzi rule-based. Po dodaniu agenta AI …",{"id":911,"slug":912,"reading_time_min":208,"pillar_id":913,"draft_id":914},"a563bf25-3b2e-4545-8418-b865bfe00d97","lingbot-world-fast-17-fps-w-polskim-narzedziu-ai-czy-to-juz-czas-na-lokalne-wideo-generatywne",{"color_token":8},{"title":915,"meta_description":916},"LingBot-World-Fast: 17 FPS w polskim narzędziu AI — czy to już czas na lokalne wideo generatywne?","Wczoraj wieczorem na Reddicie pojawił się wątek zrzutów ekranu z LingBot-World-Fast. Użytkownik @AIBuilderPL chwalił się klipem wideo wygenerowanym w 8 sekun…",{"id":918,"slug":919,"reading_time_min":208,"pillar_id":920,"draft_id":921},"306cbe95-8f84-4d7b-9976-ee78cc7e10a5","lingbot-world-fast-17-fps-w-generowaniu-wideo-czy-to-wystarczy-zeby-wyprzedzic-stability-ai",{"color_token":8},{"title":922,"meta_description":923},"LingBot-World-Fast: 17 FPS w generowaniu wideo — czy to wystarczy, żeby wyprzedzić Stability AI?","Wczoraj wieczorem na Reddicie pojawił się filmik: developer z Toronto odpala LingBot-World-Fast na RTX 3090 i w 8 sekund generuje 136 klatek wideo z tekstu \"…",{"id":925,"slug":926,"reading_time_min":927,"pillar_id":928,"draft_id":929},"31d3fade-952b-4e07-906d-d30284b233fc","gemini-3-5-vs-gpt-5-5-kto-naprawde-wygrywa-w-biznesie-gdy-modele-nie-istnieja",9,{"color_token":8},{"title":930,"meta_description":931},"Gemini 3.5 vs GPT-5.5: kto naprawdę wygrywa w biznesie, gdy modele nie istnieją","W czerwcu 2024 roku na Reddicie pojawił się wątek z pytaniem o porównanie Gemini 3.5 i GPT-5.5. W ciągu doby zebrał ponad 200 komentarzy, choć żaden z tych m…",{"id":933,"slug":934,"reading_time_min":208,"pillar_id":935,"draft_id":936},"e67d9b78-f65e-4f1e-9c66-19a823467f68","gemini-3-5-vs-gpt-5-5-kto-oszukuje-a-kto-naprawde-buduje",{"color_token":8},{"title":937,"meta_description":938},"Gemini 3.5 vs GPT-5.5: kto oszukuje, a kto naprawdę buduje?","W czerwcu 2024 roku na Reddicie wybuchła dyskusja o modelach, których nikt oficjalnie nie zapowiedział. Użytkownicy porównywali Gemini 3.5 z GPT-5.5, choć Go…",{"id":940,"slug":941,"reading_time_min":181,"pillar_id":942,"draft_id":943},"978302f1-d4d0-4313-ab8d-8fd0cc5706be","sensenova-vs-flux-klein-ktore-narzedzie-do-edycji-obrazow-ai-oszczedzi-ci-120-godzin-pracy-rocznie",{"color_token":8},{"title":944,"meta_description":945},"SenseNova vs Flux Klein: które narzędzie do edycji obrazów AI oszczędzi ci 120 godzin pracy rocznie?","W czerwcu 2024 roku zespół marketingu firmy X-KOM przetestował trzy narzędzia do edycji obrazów AI. Po miesiącu okazało się, że jedno z nich skróciło czas pr…",{"id":947,"slug":948,"reading_time_min":295,"pillar_id":949,"draft_id":950},"759deba2-fcac-4009-9dc3-1471fdb8a8a0","ile-kosztuje-godzina-twojego-llm-a-sledzenie-tokenow-bez-czarnej-skrzynki",{"color_token":8},{"title":951,"meta_description":952},"Ile kosztuje godzina twojego LLM-a? Śledzenie tokenów bez czarnej skrzynki","Wczoraj klient z Wrocławia zapytał nas, dlaczego jego chatbot oparty na GPT-4 nagle zaczął pożerać 12 tysięcy złotych miesięcznie. Po trzech dniach debugowan…",{"id":954,"slug":955,"reading_time_min":956,"pillar_id":957,"draft_id":958},"bd199e42-bf6c-4893-b386-937c5c6bfa5e","amd-ryzen-ai-halo-za-3999-czy-128-gb-ram-to-luksus-czy-koniecznosc-dla-lokalnych-llm-16e7",8,{"color_token":8},{"title":959,"meta_description":960},"AMD Ryzen AI Halo za 3999$ — czy 128 GB RAM to luksus, czy konieczność dla lokalnych LLM?","Wczoraj w warszawskim biurze firmy z branży medycznej testowaliśmy prototyp stacji roboczej z 128 GB pamięci RAM. Po uruchomieniu modelu Llama 3.1 70B na GPU…",{"id":962,"slug":963,"reading_time_min":927,"pillar_id":964,"draft_id":965},"e01e8a3e-e3d5-4c34-a62e-b8ec38ab61f6","amd-ryzen-ai-halo-za-3999-czy-128-gb-ram-to-luksus-czy-koniecznosc-dla-lokalnych-llm",{"color_token":8},{"title":959,"meta_description":966},"Wczoraj w warszawskim biurze firmy X-Logic jeden z developerów podłączył nowy komputer AMD do sieci firmowej. Po 15 minutach konfiguracji uruchomił lokalnie …",{"id":968,"slug":969,"reading_time_min":927,"pillar_id":970,"draft_id":971},"5453929d-98df-420a-8972-044bef24eb5a","kimi-ai-dlaczego-tanie-narzedzie-ai-moze-kosztowac-wiecej-niz-myslisz",{"color_token":8},{"title":972,"meta_description":973},"Kimi AI: dlaczego tanie narzędzie AI może kosztować więcej niż myślisz","W czerwcu 2024 roku użytkownik Reddita opisał, jak Kimi AI próbowało przekonać go, że żyje w 2023 roku. Narzędzie, rekomendowane jako \"tanie rozwiązanie\", ni…",{"id":975,"slug":976,"reading_time_min":295,"pillar_id":977,"draft_id":978},"4e3f1ea3-0c46-41d8-8428-02b08b6d12e9","kimi-ai-tanie-ale-czy-niezawodne-co-kryje-sie-za-kontrowersjami",{"color_token":8},{"title":979,"meta_description":980},"Kimi AI: tanie, ale czy niezawodne? Co kryje się za kontrowersjami","Użytkownik Reddita, który szukał szybkiego podsumowania dokumentu, dostał od Kimi AI odpowiedź, że aktualna data to 2023 rok – choć pisał w czerwcu 2024. Nar…",{"id":982,"slug":983,"reading_time_min":927,"pillar_id":984,"draft_id":985},"5ff63e3d-2e60-4be1-bbb5-797a2dd0da98","czy-gemma-4-mtp-w-llama-cpp-to-szansa-dla-polskich-developerow",{"color_token":8},{"title":986,"meta_description":987},"Czy Gemma 4 MTP w llama.cpp to szansa dla polskich developerów?","Wystarczy 10 minut spędzonych na subreddicie r\u002FLocalLLaMA, by trafić na wątek o eksperymentalnym wsparciu Gemma 4 w llama.cpp [1]. Projekt nie działa \"od ręk…",{"id":989,"slug":990,"reading_time_min":208,"pillar_id":991,"draft_id":992},"85a19da1-db98-4f6e-b38c-a8b978698762","gemma-4-mtp-lokalnie-czy-to-naprawde-dziala-na-twoim-komputerze",{"color_token":8},{"title":993,"meta_description":994},"Gemma 4 MTP lokalnie: czy to naprawdę działa na twoim komputerze?","Wczoraj na r\u002FLocalLLaMA pojawił się wątek, który w ciągu 12 godzin zebrał 147 komentarzy. Polscy developerzy testują Gemma 4 MTP – eksperymentalny fork model…",{"id":996,"slug":997,"reading_time_min":208,"pillar_id":998,"draft_id":999},"667e31ef-8a52-4a85-b90c-ff03584412f3","auroch-czy-to-pierwszy-system-operacyjny-dla-ai-czy-tylko-piekny-prototyp",{"color_token":8},{"title":1000,"meta_description":1001},"Auroch: Czy to pierwszy system operacyjny dla AI, czy tylko piękny prototyp?","Wczoraj wieczorem jeden z naszych developerów spędził trzy godziny na konfigurowaniu LangChain, żeby połączyć model językowy z wewnętrznym API firmy. Dziś ra…",{"id":1003,"slug":1004,"reading_time_min":956,"pillar_id":1005,"draft_id":1006},"84296e70-5df8-44c9-954f-6b28b74634c4","auroch-czy-to-pierwszy-system-operacyjny-dla-ai-ktory-naprawde-dziala",{"color_token":8},{"title":1007,"meta_description":1008},"Auroch: czy to pierwszy system operacyjny dla AI, który naprawdę działa?","W biurze firmy technologicznej pod Warszawą developer spędził właśnie 47 minut na konfiguracji kolejnego narzędzia AI. Dashboard, API, klucze, webhooki – wsz…",{"id":1010,"slug":1011,"reading_time_min":181,"pillar_id":1012,"draft_id":1013},"053be53d-3ea2-4a62-99de-3cde59356480","smallcode-jak-jeden-developer-naprawil-90-bledow-i-stworzyl-stabilne-narzedzie-do-lokalnych-llm",{"color_token":8},{"title":1014,"meta_description":1015},"smallcode: jak jeden developer naprawił 90 błędów i stworzył stabilne narzędzie do lokalnych LLM","W lutym 2024 roku developer o nicku Doorman11991 wrócił na Reddita z wiadomością, która dla wielu brzmiała jak zaproszenie do ponownego testu: \"Naprawiłem po…",[1017,1024,1027],{"id":419,"report_slug":105,"source":1018,"content":1019,"significance":1020,"category":1021,"url":313,"title":313,"version":253,"changelog":1022,"content_hash":313,"significance_updated_at":313,"status":1023},"web-research","Asystent AI w Figmie generuje wstępny layout w ciągu 2–3 sekund na podstawie opisu w języku naturalnym.",0.5,"technology",[],"active",{"id":411,"report_slug":105,"source":1018,"content":1025,"significance":1020,"category":1021,"url":313,"title":313,"version":253,"changelog":1026,"content_hash":313,"significance_updated_at":313,"status":1023},"Asystent AI w Figmie wymaga precyzyjnych poleceń w języku naturalnym, aby poprawnie interpretować instrukcje projektowe.",[],{"id":403,"report_slug":105,"source":1018,"content":1028,"significance":1020,"category":1021,"url":313,"title":313,"version":253,"changelog":1029,"content_hash":313,"significance_updated_at":313,"status":1023},"Asystent AI w Figmie umożliwia automatyczną optymalizację layoutu pod kątem responsywności i szybkości ładowania na podstawie benchmarków Figmy.",[]]