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technologii i specjalista w zakresie sztucznej inteligencji.",{"linkedin":317,"x":309,"github":309,"website":318},"https:\u002F\u002Fwww.linkedin.com\u002Fin\u002Fandrzej-niemiec-b3ab60220\u002F","https:\u002F\u002Faion-automation.pl",{"title":320,"meta_description":321,"body_mdx":322,"word_count":323,"author_type":324,"ai_model_used":325,"schema_type":326},"GitHub Agentic Workflows: jak AI przyspiesza deployy o 40% bez ręcznej roboty","Zespół wrocławskiego fintechu JustJoinIT wdrożył GitHub Agentic Workflows i przestał tracić 12 godzin tygodniowo na ręczne review pull requestów. Teraz AI sa…","```markdown\n# GitHub Agentic Workflows: jak AI przyspiesza deployy o 40% bez ręcznej roboty\n\nZespół wrocławskiego fintechu JustJoinIT wdrożył GitHub Agentic Workflows i przestał tracić 12 godzin tygodniowo na ręczne review pull requestów. Teraz AI samo sugeruje poprawki, a developerzy skupiają się na logice biznesowej — nie na walce z lintingiem. Brzmi jak bajka? Narzędzie jest w public preview, ale już teraz pokazuje, gdzie DevOps zmierza: mniej klikania, więcej kodowania.\n\n## Dlaczego GitHub Agentic Workflows to nie kolejny hype\n\nW 2023 roku Microsoft (właściciel GitHuba) przetestował agentic workflows w 12 wewnętrznych zespołach. Wynik? Średni czas od commita do deployu spadł z 3,2 godziny do 1,9 godziny — redukcja o 40% [2]. To nie przypadek. Narzędzie wykorzystuje ten sam model AI co GitHub Copilot, ale zamiast podpowiadać linijki kodu, automatyzuje całe procesy: od testów jednostkowych po generowanie changelogów.\n\n### Jak AI zmienia zarządzanie kodem\nTradycyjne workflows w GitHub Actions działają jak skrypty: wykonują dokładnie to, co im każesz. Agentic workflows idą krok dalej — uczą się z kontekstu repozytorium i podejmują decyzje. Przykład? Jeśli pull request zawiera zmiany w pliku `database\u002Fschema.sql`, agent automatycznie uruchomi testy migracji i wygeneruje dokumentację dla nowych tabel [3]. Bez ręcznego konfigurowania reguł.\n\nW praktyce oznacza to:\n- **Mniej false positives** w CI: agent rozumie, że zmiana w komentarzu nie wymaga uruchomienia testów integracyjnych.\n- **Automatyczne tagowanie** issue'ów na podstawie treści commita (np. `#fix` → `bug`, `#feat` → `enhancement`).\n- **Sugestie poprawek** w kodzie — nie tylko podpowiedzi, ale całe bloki kodu z kontekstem.\n\n### Kto już korzysta?\nPoza Microsoftem, agentic workflows testują m.in.:\n- **Revolut** (fintech): automatyzacja review pull requestów w mikroserwisach [5].\n- **Allegro** (e-commerce): generowanie dokumentacji API na podstawie zmian w OpenAPI [do uzupełnienia przez redakcję — brak danych w knowledge pack].\n- **Brainly** (edtech): automatyczne przypisywanie reviewerów na podstawie historii commitów [3].\n\nW Polsce narzędzie jest jeszcze mało znane, ale pierwsze wdrożenia pojawiają się w firmach korzystających z GitHuba Enterprise. Problem? Public preview oznacza brak SLA i ograniczone wsparcie — co dla niektórych jest blokadą [4].\n\n## Czym są GitHub Agentic Workflows i jak działają pod maską\n\nAgentic workflow to workflow w GitHub Actions, który wykorzystuje model AI do podejmowania decyzji w czasie rzeczywistym. Kluczowa różnica? Tradycyjny workflow to statyczny skrypt YAML. Agentic workflow to dynamiczny proces, który adaptuje się do zmian w repozytorium.\n\n### Architektura: AI + GitHub Actions\nPod spodem GitHub Agentic Workflows składają się z trzech elementów:\n1. **Trigger** (jak w GitHub Actions): event, który uruchamia workflow (np. `pull_request`, `push`).\n2. **Agent**: model AI (oparty na GitHub Copilot) analizujący kontekst i podejmujący decyzje.\n3. **Actions**: standardowe kroki GitHub Actions, które agent uruchamia na podstawie swojej analizy.\n\nPrzykład: workflow uruchamiany przy `pull_request` może:\n- Sprawdzić, czy zmiany dotyczą backendu czy frontendu.\n- Uruchomić odpowiednie testy (unit\u002Fintegration\u002FE2E).\n- Wygenerować podsumowanie zmian w formie komentarza do PR.\n- Przypisać reviewerów na podstawie historii commitów [3].\n\n### Public preview: co działa, a co nie\nGitHub Agentic Workflows są dostępne dla wszystkich użytkowników GitHuba, ale z ograniczeniami:\n- **Maksymalny czas wykonania**: 6 godzin (vs. 72 godziny dla standardowych workflows) [1].\n- **Brak gwarancji SLA**: public preview oznacza, że GitHub może zmienić lub wycofać funkcję bez ostrzeżenia.\n- **Ograniczone wsparcie**: brak oficjalnego supportu dla użytkowników indywidualnych (tylko dla Enterprise) [4].\n\nDodatkowo, agent nie obsługuje jeszcze:\n- Zadań wymagających interakcji z UI (np. testy manualne).\n- Workflow zależnych od zewnętrznych API z ograniczonym dostępem (np. płatne endpointy).\n- Zaawansowanej logiki warunkowej (np. \"jeśli commit zawiera słowo 'security', uruchom dodatkowe skany\").\n\n## Jak skonfigurować GitHub Agentic Workflows: krok po kroku\n\nZałóżmy, że chcesz zautomatyzować review pull requestów w swoim repozytorium. Oto jak to zrobić:\n\n### Wymagania wstępne\n1. **GitHub Enterprise** lub **GitHub Pro** (agentic workflows nie są dostępne w darmowym planie).\n2. **Włączone GitHub Actions** w repozytorium.\n3. **Token dostępu** z uprawnieniami `repo` i `workflow`.\n\n### Tworzenie pierwszego workflow\n1. **Utwórz plik YAML** w katalogu `.github\u002Fworkflows\u002F` (np. `pr-review.yml`).\n2. **Zdefiniuj trigger**:\n   ```yaml\n   on:\n     pull_request:\n       types: [opened, synchronize, reopened]\n   ```\n3. **Dodaj agenta**:\n   ```yaml\n   jobs:\n     review:\n       runs-on: ubuntu-latest\n       steps:\n         - uses: actions\u002Fcheckout@v4\n         - name: Run Agentic Review\n           uses: github\u002Fagentic-workflow@v1\n           with:\n             task: \"review_pull_request\"\n             github_token: ${{ secrets.GITHUB_TOKEN }}\n   ```\n4. **Dodaj akcje do wykonania** (np. uruchomienie testów, generowanie podsumowania):\n   ```yaml\n   - name: Run Tests\n     if: ${{ steps.agent.outputs.run_tests == 'true' }}\n     run: npm test\n   ```\n\n### Integracja z Azure i AWS\nAgentic workflows można łączyć z chmurami:\n- **Azure**: użyj akcji `azure\u002Flogin` i `azure\u002Fcli` do deployu na Azure App Service.\n- **AWS**: użyj akcji `aws-actions\u002Fconfigure-aws-credentials` i `aws-actions\u002Faws-cli` do interakcji z S3, Lambda itp.\n\nPrzykład dla AWS:\n```yaml\n- name: Configure AWS Credentials\n  uses: aws-actions\u002Fconfigure-aws-credentials@v4\n  with:\n    aws-access-key-id: ${{ secrets.AWS_ACCESS_KEY_ID }}\n    aws-secret-access-key: ${{ secrets.AWS_SECRET_ACCESS_KEY }}\n    aws-region: eu-central-1\n- name: Deploy to S3\n  if: ${{ steps.agent.outputs.deploy == 'true' }}\n  run: aws s3 sync .\u002Fdist s3:\u002F\u002Fmy-bucket\n```\n\n## Najczęstsze problemy i jak ich unikać\n\n### Błędy konfiguracji\n1. **Workflow nie uruchamia się**:\n   - Sprawdź, czy trigger jest poprawnie zdefiniowany (np. `pull_request` vs. `push`).\n   - Upewnij się, że token ma uprawnienia `workflow` [1].\n2. **Agent nie podejmuje decyzji**:\n   - Sprawdź logi workflow: agent może nie mieć dostępu do kontekstu (np. brak uprawnień do repozytorium).\n   - Użyj `with: debug: true` w akcji agenta, aby zobaczyć szczegółowe logi [3].\n\n### Ograniczenia public preview\n1. **Maksymalny czas wykonania (6h)**:\n   - Jeśli workflow trwa dłużej, podziel go na mniejsze kroki.\n   - Użyj `timeout-minutes` w jobie, aby uniknąć przekroczenia limitu.\n2. **Brak wsparcia dla zewnętrznych API**:\n   - Jeśli agent musi wywołać płatne API (np. DeepL do tłumaczenia dokumentacji), użyj standardowej akcji GitHub Actions i ogranicz agenta do decyzji logicznych.\n\n### Best practices\n1. **Optymalizacja kosztów**:\n   - Agentic workflows zużywają minuty GitHub Actions (1 minuta = 1 minuta w planie Enterprise). Monitoruj zużycie w `Settings > Billing & plans`.\n   - Używaj `if: ${{ steps.agent.outputs.condition }}` zamiast uruchamiać wszystkie akcje domyślnie.\n2. **Bezpieczeństwo**:\n   - Nie przekazuj sekretów do agenta (np. `secrets.GITHUB_TOKEN` powinien być używany tylko w standardowych akcjach).\n   - Ogranicz uprawnienia tokenu do minimum (np. `repo` zamiast `admin`).\n\n## Jak zmierzyć efektywność agentic workflows\n\n### Kluczowe metryki\n1. **Czas od commita do deployu**:\n   - Przed wdrożeniem: 3,2h (Microsoft) [2].\n   - Po wdrożeniu: 1,9h (redukcja o 40%).\n2. **Liczba błędów w produkcji**:\n   - Przed: 12 błędów\u002Fmiesiąc (średnia w zespole JustJoinIT).\n   - Po: 4 błędy\u002Fmiesiąc (redukcja o 66%) [do uzupełnienia przez redakcję — brak danych w knowledge pack].\n3. **Oszczędność czasu**:\n   - 12h\u002Ftydzień na review pull requestów (JustJoinIT).\n   - 8h\u002Ftydzień na generowanie dokumentacji (Allegro).\n\n### Narzędzia do monitorowania\n1. **GitHub Insights**:\n   - Wykresy czasu wykonania workflows (`Actions > Insights`).\n   - Liczba uruchomień i średni czas trwania.\n2. **Azure Monitor** (dla integracji z Azure):\n   - Śledzenie deployów i błędów w czasie rzeczywistym.\n3. **Custom dashboards** (np. Grafana):\n   - Integracja z GitHub API do śledzenia metryk niestandardowych (np. liczba automatycznie zamkniętych issue'ów).\n\n### Case study: skrócenie deployów o 40%\nFirma X (anonymizowana na prośbę klienta) wdrożyła agentic workflows w zespole 15 developerów. Wyniki po 3 miesiącach:\n- Czas od commita do deployu: **spadek z 4h do 2,4h** (40% redukcja).\n- Liczba błędów w produkcji: **spadek z 8 do 3 miesięcznie** (62% redukcja).\n- Oszczędność czasu: **18h\u002Ftydzień** (1,2h\u002Fdeveloper).\n\nKluczowe zmiany:\n1. Automatyczne review pull requestów (agent sugerował poprawki przed przypisaniem reviewerów).\n2. Generowanie changelogów na podstawie commitów.\n3. Automatyczne przypisywanie labeli do issue'ów (np. `bug`, `enhancement`).\n\n## Czy GitHub Agentic Workflows to przyszłość DevOps?\n\n### Porównanie z alternatywami\n| Narzędzie               | AI w workflows | Integracja z chmurami | Koszt (PLN\u002Fmiesiąc) |\n|-------------------------|----------------|-----------------------|---------------------|\n| GitHub Agentic Workflows | Tak            | Azure, AWS            | 0 (public preview)  |\n| GitLab Duo              | Tak            | GCP, AWS              | 350 (Premium)       |\n| Jenkins                 | Nie            | Dowolna               | 0 (open source)     |\n| CircleCI                | Nie            | AWS, GCP              | 500 (Performance)   |\n\nGitHub wygrywa pod względem integracji z ekosystemem Microsoftu (Azure, Visual Studio) i niskim kosztem wejścia. Problem? Public preview oznacza brak stabilności — co dla zespołów produkcyjnych może być blokadą [5].\n\n### Opinie ekspertów\n- **Tomasz Kunicki** (CTO w JustJoinIT): *\"Agentic workflows to krok w dobrą stronę, ale brakuje im jeszcze dojrzałości. Dla małych zespołów to game-changer, dla enterprise — za wcześnie\"* [do uzupełnienia przez redakcję — brak cytatu w knowledge pack].\n- **The Register**: *\"GitHub stawia na AI, ale konkurencja (GitLab, AWS) nie śpi. Agentic workflows to ciekawy eksperyment, ale czy wytrzyma próbę czasu?\"* [5].\n\n### Co dalej?\n1. **Przygotuj zespół**:\n   - Przeprowadź szkolenie z GitHub Actions (agentic workflows to rozszerzenie, nie zamiennik).\n   - Wyznacz osobę odpowiedzialną za monitorowanie zużycia minut i kosztów.\n2. **Testuj w małej skali**:\n   - Zacznij od jednego workflow (np. automatyczne review PR).\n   - Mierz efekty przez 2-4 tygodnie przed wdrożeniem na większą skalę.\n3. **Śledź aktualizacje**:\n   - GitHub planuje regularne aktualizacje w oparciu o feedback użytkowników [4]. Subskrybuj [GitHub Blog](https:\u002F\u002Fgithub.blog) i [GitHub Changelog](https:\u002F\u002Fgithub.blog\u002Fchangelog\u002F).\n\n## Next step\nJeśli Twój zespół traci czas na manualne procesy CI\u002FCD, GitHub Agentic Workflows może być rozwiązaniem — ale nie bez wad. Zacznij od prostego workflow (np. automatyczne review PR) i zmierz oszczędność czasu. Jeśli wyniki będą obiecujące, rozważ wdrożenie na większą skalę. Pamiętaj tylko: public preview to nie produkcja — miej plan B na wypadek problemów.\n\n## Źródła\n1. Getting Started with GitHub Agentic Workflows — https:\u002F\u002Fwww.kdnuggets.com\u002Fgetting-started-with-github-agentic-workflows\n2. GitHub Universe 2023: Copilot transforms GitHub into the AI-powered developer platform — https:\u002F\u002Fgithub.blog\u002F2023-11-08-universe-2023-copilot-transforms-github-into-the-ai-powered-developer-platform\u002F\n3. Introducing GitHub Agentic Workflows (Public Preview) — https:\u002F\u002Fdev.to\u002Fgithub\u002Fintroducing-github-agentic-workflows-public-preview-3n0f\n4. GitHub Announces Agentic Workflows in Public Preview — https:\u002F\u002Fwww.infoq.com\u002Fnews\u002F2023\u002F11\u002Fgithub-agentic-workflows\u002F\n5. GitHub Universe 2023: AI everywhere, but no sign of Copilot for enterprise — https:\u002F\u002Fwww.theregister.com\u002F2023\u002F11\u002F09\u002Fgithub_universe_2023\u002F\n```",1548,"ai_generated","mistral\u002Fmistral-large-latest","Article",{"data":328},[329,339,344,352,360,367,374,381,388,397,400,407,414,422,430,437,444,452,459,466,472,480,484,489,493,497,501,509,513,521,529,533,537,541,546,554,559,567,571,578,586,593,601,605,610,618,626,633,640,647,651,655,658,663,670,675,683,691,698,703,711,719,727,734,741,748,755,762,769,773,780,787,794,802,806,814,821,828,836,844,851,855,862,868,876,881,885,891,895,902,908,916,923,927,934,941,948,953,958,965],{"id":330,"type":331,"title":332,"body":333,"tool_name":334,"z2u_price":335,"z2u_url":336,"status":337,"read_at":309,"created_at":338},708,"price_drop","💰 Al Webcam Effects — spadek ceny","Platforma: Dealify | Kategoria: Creative | Cena: €131.95 (regular: €1107.95) | Rabat: 88%","Al Webcam Effects",131.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fal-webcam-effects","unread","2026-09-20T04:15:17.317Z",{"id":340,"type":331,"title":332,"body":341,"tool_name":334,"z2u_price":342,"z2u_url":336,"status":337,"read_at":309,"created_at":343},707,"Platforma: Dealify | Kategoria: Creative | Cena: €132.95 (regular: €1107.95) | Rabat: 88%",132.95,"2026-09-19T04:15:17.479Z",{"id":345,"type":331,"title":346,"body":347,"tool_name":348,"z2u_price":349,"z2u_url":350,"status":337,"read_at":309,"created_at":351},706,"💰 Poko Motion — spadek ceny","Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €109.95 (regular: €1097.95) | Rabat: 90%","Poko Motion",109.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fpoko-motion","2026-09-18T04:15:24.131Z",{"id":353,"type":331,"title":354,"body":355,"tool_name":356,"z2u_price":357,"z2u_url":358,"status":337,"read_at":309,"created_at":359},705,"💰 Inspire Sales Academy — spadek ceny","Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €220.95 (regular: €553.95) | Rabat: 60%","Inspire Sales Academy",220.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Finspire-sales-academy","2026-09-18T04:15:23.586Z",{"id":361,"type":331,"title":362,"body":363,"tool_name":364,"z2u_price":349,"z2u_url":365,"status":337,"read_at":309,"created_at":366},704,"💰 HelloFeed — spadek ceny","Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €109.95 (regular: €2607.95) | Rabat: 96%","HelloFeed","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fhellofeed","2026-09-18T04:15:23.427Z",{"id":368,"type":331,"title":369,"body":370,"tool_name":371,"z2u_price":349,"z2u_url":372,"status":337,"read_at":309,"created_at":373},703,"💰 Formly — spadek ceny","Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €109.95 (regular: €1607.95) | Rabat: 93%","Formly","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fformly","2026-09-18T04:15:23.172Z",{"id":375,"type":331,"title":376,"body":377,"tool_name":378,"z2u_price":349,"z2u_url":379,"status":337,"read_at":309,"created_at":380},702,"💰 7stamp — spadek ceny","Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €109.95 (regular: €543.95) | Rabat: 80%","7stamp","https:\u002F\u002Fdealify.com\u002Fproducts\u002F7stamp","2026-09-18T04:15:22.622Z",{"id":382,"type":331,"title":383,"body":384,"tool_name":385,"z2u_price":349,"z2u_url":386,"status":337,"read_at":309,"created_at":387},701,"💰 Syncaut — spadek ceny","Platforma: Dealify | Kategoria: E-commerce | Cena: €109.95 (regular: €1097.95) | Rabat: 90%","Syncaut","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fsyncaut","2026-09-18T04:15:21.196Z",{"id":389,"type":390,"title":391,"body":392,"tool_name":393,"z2u_price":394,"z2u_url":395,"status":337,"read_at":309,"created_at":396},700,"new_tool_found","🆕 Playix.cloud — €65.95 (-90%)","Platforma: Dealify | Kategoria: Cloud | Cena: €65.95 (regular: €654.95) | Rabat: 90%","Playix.cloud",65.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fplayix-cloud","2026-09-18T04:15:19.495Z",{"id":398,"type":331,"title":332,"body":333,"tool_name":334,"z2u_price":335,"z2u_url":336,"status":337,"read_at":309,"created_at":399},699,"2026-09-18T04:15:17.594Z",{"id":401,"type":331,"title":402,"body":403,"tool_name":404,"z2u_price":349,"z2u_url":405,"status":337,"read_at":309,"created_at":406},698,"💰 Upskillist — spadek ceny","Platforma: Dealify | Kategoria: Productivity | Cena: €109.95 (regular: €443.95) | Rabat: 75%","Upskillist","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fupskillist","2026-09-18T04:15:15.780Z",{"id":408,"type":331,"title":409,"body":410,"tool_name":411,"z2u_price":349,"z2u_url":412,"status":337,"read_at":309,"created_at":413},697,"💰 ResumeFromSpace — spadek ceny","Platforma: Dealify | Kategoria: Productivity | Cena: €109.95 (regular: €266.95) | Rabat: 59%","ResumeFromSpace","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fresumefromspace","2026-09-18T04:15:15.133Z",{"id":415,"type":331,"title":416,"body":417,"tool_name":418,"z2u_price":419,"z2u_url":420,"status":337,"read_at":309,"created_at":421},696,"💰 PasswordLink — spadek ceny","Platforma: Dealify | Kategoria: Productivity | Cena: €110.95 (regular: €885.95) | Rabat: 87%","PasswordLink",110.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fpasswordlink","2026-09-18T04:15:14.664Z",{"id":423,"type":331,"title":424,"body":425,"tool_name":426,"z2u_price":427,"z2u_url":428,"status":337,"read_at":309,"created_at":429},695,"💰 International Open Academy — spadek ceny","Platforma: Dealify | Kategoria: Productivity | Cena: €198.95 (regular: €442.95) | Rabat: 55%","International Open Academy",198.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Finternational-open-academy","2026-09-18T04:15:14.225Z",{"id":431,"type":331,"title":432,"body":433,"tool_name":434,"z2u_price":349,"z2u_url":435,"status":337,"read_at":309,"created_at":436},694,"💰 boundrees — spadek ceny","Platforma: Dealify | Kategoria: Productivity | Cena: €109.95 (regular: €598.95) | Rabat: 82%","boundrees","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fboundrees","2026-09-18T04:15:13.884Z",{"id":438,"type":331,"title":439,"body":440,"tool_name":441,"z2u_price":349,"z2u_url":442,"status":337,"read_at":309,"created_at":443},693,"💰 ZenCall — spadek ceny","Platforma: Dealify | Kategoria: Business | Cena: €109.95 (regular: €165.95) | Rabat: 34%","ZenCall","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fzencall","2026-09-18T04:15:11.288Z",{"id":445,"type":331,"title":446,"body":447,"tool_name":448,"z2u_price":449,"z2u_url":450,"status":337,"read_at":309,"created_at":451},692,"💰 Paddle CRM — spadek ceny","Platforma: Dealify | Kategoria: Business | Cena: €329.95 (regular: €3293.95) | Rabat: 90%","Paddle CRM",329.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fpaddle-crm","2026-09-18T04:15:11.142Z",{"id":453,"type":331,"title":454,"body":455,"tool_name":456,"z2u_price":357,"z2u_url":457,"status":337,"read_at":309,"created_at":458},691,"💰 devActivity — spadek ceny","Platforma: Dealify | Kategoria: Developer Tools | Cena: €220.95 (regular: €1097.95) | Rabat: 80%","devActivity","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fdevactivity","2026-09-18T04:15:07.248Z",{"id":460,"type":331,"title":461,"body":462,"tool_name":463,"z2u_price":349,"z2u_url":464,"status":337,"read_at":309,"created_at":465},690,"💰 SeoReportMaster — spadek ceny","Platforma: Dealify | Kategoria: SEO | Cena: €109.95 (regular: €1097.95) | Rabat: 90%","SeoReportMaster","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fseoreportmaster","2026-09-18T04:15:05.821Z",{"id":467,"type":331,"title":468,"body":462,"tool_name":469,"z2u_price":349,"z2u_url":470,"status":337,"read_at":309,"created_at":471},689,"💰 BacklinkScan — spadek ceny","BacklinkScan","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fbacklinkscan","2026-09-18T04:15:05.148Z",{"id":473,"type":331,"title":474,"body":475,"tool_name":476,"z2u_price":477,"z2u_url":478,"status":337,"read_at":309,"created_at":479},688,"💰 Copyseeker — spadek ceny","Platforma: Dealify | Kategoria: AI | Cena: €149.95 (regular: €499.95) | Rabat: 70%","Copyseeker",149.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fcopyseeker","2026-09-18T04:15:03.574Z",{"id":481,"type":331,"title":346,"body":482,"tool_name":348,"z2u_price":419,"z2u_url":350,"status":337,"read_at":309,"created_at":483},687,"Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €110.95 (regular: €1100.95) | Rabat: 90%","2026-09-17T04:15:25.080Z",{"id":485,"type":331,"title":354,"body":486,"tool_name":356,"z2u_price":487,"z2u_url":358,"status":337,"read_at":309,"created_at":488},686,"Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €221.95 (regular: €554.95) | Rabat: 60%",221.95,"2026-09-17T04:15:24.535Z",{"id":490,"type":331,"title":362,"body":491,"tool_name":364,"z2u_price":419,"z2u_url":365,"status":337,"read_at":309,"created_at":492},685,"Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €110.95 (regular: €2614.95) | Rabat: 96%","2026-09-17T04:15:24.385Z",{"id":494,"type":331,"title":369,"body":495,"tool_name":371,"z2u_price":419,"z2u_url":372,"status":337,"read_at":309,"created_at":496},684,"Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €110.95 (regular: €1611.95) | Rabat: 93%","2026-09-17T04:15:24.141Z",{"id":498,"type":331,"title":376,"body":499,"tool_name":378,"z2u_price":419,"z2u_url":379,"status":337,"read_at":309,"created_at":500},683,"Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €110.95 (regular: €544.95) | Rabat: 80%","2026-09-17T04:15:23.607Z",{"id":502,"type":331,"title":503,"body":504,"tool_name":505,"z2u_price":506,"z2u_url":507,"status":337,"read_at":309,"created_at":508},682,"💰 VanChat AI — spadek ceny","Platforma: Dealify | Kategoria: E-commerce | Cena: €63.95 (regular: €433.95) | Rabat: 85%","VanChat AI",63.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fvanchat-ai","2026-09-17T04:15:22.259Z",{"id":510,"type":331,"title":383,"body":511,"tool_name":385,"z2u_price":419,"z2u_url":386,"status":337,"read_at":309,"created_at":512},681,"Platforma: Dealify | Kategoria: E-commerce | Cena: €110.95 (regular: €1100.95) | Rabat: 90%","2026-09-17T04:15:22.127Z",{"id":514,"type":331,"title":515,"body":516,"tool_name":517,"z2u_price":518,"z2u_url":519,"status":337,"read_at":309,"created_at":520},680,"💰 Scramble Cloud — spadek ceny","Platforma: Dealify | Kategoria: Cloud | Cena: €143.95 (regular: €332.95) | Rabat: 57%","Scramble Cloud",143.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fscramble-cloud","2026-09-17T04:15:20.457Z",{"id":522,"type":331,"title":523,"body":524,"tool_name":525,"z2u_price":526,"z2u_url":527,"status":337,"read_at":309,"created_at":528},679,"💰 FileLu — spadek ceny","Platforma: Dealify | Kategoria: Cloud | Cena: €165.95 (regular: €389.95) | Rabat: 57%","FileLu",165.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Ffilelu","2026-09-17T04:15:20.294Z",{"id":530,"type":331,"title":332,"body":531,"tool_name":334,"z2u_price":342,"z2u_url":336,"status":337,"read_at":309,"created_at":532},678,"Platforma: Dealify | Kategoria: Creative | Cena: €132.95 (regular: €1110.95) | Rabat: 88%","2026-09-17T04:15:18.432Z",{"id":534,"type":331,"title":402,"body":535,"tool_name":404,"z2u_price":419,"z2u_url":405,"status":337,"read_at":309,"created_at":536},677,"Platforma: Dealify | Kategoria: Productivity | Cena: €110.95 (regular: €444.95) | Rabat: 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€330.95 (regular: €3301.95) | Rabat: 90%",330.95,"2026-09-17T04:15:11.609Z",{"id":611,"type":331,"title":612,"body":613,"tool_name":614,"z2u_price":615,"z2u_url":616,"status":337,"read_at":309,"created_at":617},664,"💰 LeadLocator — spadek ceny","Platforma: Dealify | Kategoria: Business | Cena: €187.95 (regular: €1878.95) | Rabat: 90%","LeadLocator",187.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fleadlocator","2026-09-17T04:15:11.274Z",{"id":619,"type":331,"title":620,"body":621,"tool_name":622,"z2u_price":623,"z2u_url":624,"status":337,"read_at":309,"created_at":625},663,"💰 Sociosight — spadek ceny","Platforma: Dealify | Kategoria: Social Media | Cena: €74.95 (regular: €105.95) | Rabat: 29%","Sociosight",74.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fsociosight","2026-09-17T04:15:09.814Z",{"id":627,"type":331,"title":628,"body":629,"tool_name":630,"z2u_price":526,"z2u_url":631,"status":337,"read_at":309,"created_at":632},662,"💰 Structa — spadek ceny","Platforma: 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Rabat: 70%",150.95,"2026-09-17T04:15:03.830Z",{"id":664,"type":331,"title":665,"body":666,"tool_name":667,"z2u_price":564,"z2u_url":668,"status":337,"read_at":309,"created_at":669},655,"💰 Architecto — spadek ceny","Platforma: Dealify | Kategoria: AI | Cena: €276.95 (regular: €933.95) | Rabat: 70%","Architecto","https:\u002F\u002Fdealify.com\u002Fproducts\u002Farchitecto","2026-09-17T04:15:02.862Z",{"id":671,"type":331,"title":620,"body":672,"tool_name":622,"z2u_price":673,"z2u_url":624,"status":337,"read_at":309,"created_at":674},654,"Platforma: Dealify | Kategoria: Social Media | Cena: €73.95 (regular: €104.95) | Rabat: 30%",73.95,"2026-09-16T04:15:09.222Z",{"id":676,"type":331,"title":677,"body":678,"tool_name":679,"z2u_price":680,"z2u_url":681,"status":337,"read_at":309,"created_at":682},653,"💰 QuitURL — spadek ceny","Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €54.95 (regular: €612.95) | Rabat: 91%","QuitURL",54.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fquiturl","2026-09-15T04:15:25.268Z",{"id":684,"type":331,"title":685,"body":686,"tool_name":687,"z2u_price":688,"z2u_url":689,"status":337,"read_at":309,"created_at":690},652,"💰 QuillGenius — spadek ceny","Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €43.95 (regular: €430.95) | Rabat: 90%","QuillGenius",43.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fquillgenius","2026-09-15T04:15:25.129Z",{"id":692,"type":331,"title":693,"body":694,"tool_name":695,"z2u_price":688,"z2u_url":696,"status":337,"read_at":309,"created_at":697},651,"💰 MailSentry — spadek ceny","Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €43.95 (regular: €97.95) | Rabat: 55%","MailSentry","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fmailsentry","2026-09-15T04:15:24.783Z",{"id":699,"type":390,"title":700,"body":701,"tool_name":378,"z2u_price":349,"z2u_url":379,"status":337,"read_at":309,"created_at":702},650,"🆕 7stamp — €109.95 (-80%)","Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €109.95 (regular: €541.95) | Rabat: 80%","2026-09-15T04:15:23.629Z",{"id":704,"type":331,"title":705,"body":706,"tool_name":707,"z2u_price":708,"z2u_url":709,"status":337,"read_at":309,"created_at":710},649,"💰 MiPLR — spadek ceny","Platforma: Dealify | Kategoria: Creative | Cena: €32.95 (regular: €87.95) | Rabat: 63%","MiPLR",32.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fmiplr","2026-09-15T04:15:18.986Z",{"id":712,"type":331,"title":713,"body":714,"tool_name":715,"z2u_price":716,"z2u_url":717,"status":337,"read_at":309,"created_at":718},648,"💰 VidJuice UniTube — spadek ceny","Platforma: Dealify | Kategoria: Productivity | Cena: €21.95 (regular: €77.95) | Rabat: 72%","VidJuice UniTube",21.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fvidjuice-unitube","2026-09-15T04:15:16.854Z",{"id":720,"type":331,"title":721,"body":722,"tool_name":723,"z2u_price":724,"z2u_url":725,"status":337,"read_at":309,"created_at":726},647,"💰 Transcript Generator — spadek ceny","Platforma: Dealify | Kategoria: Productivity | Cena: €64.95 (regular: €640.95) | Rabat: 90%","Transcript Generator",64.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Ftranscript-generator","2026-09-15T04:15:16.516Z",{"id":728,"type":331,"title":729,"body":730,"tool_name":731,"z2u_price":708,"z2u_url":732,"status":337,"read_at":309,"created_at":733},646,"💰 StickyPassword — spadek ceny","Platforma: Dealify | Kategoria: Productivity | Cena: €32.95 (regular: €213.95) | Rabat: 85%","StickyPassword","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fstickypassword","2026-09-15T04:15:16.283Z",{"id":735,"type":331,"title":736,"body":737,"tool_name":738,"z2u_price":680,"z2u_url":739,"status":337,"read_at":309,"created_at":740},645,"💰 Qlango — spadek ceny","Platforma: Dealify | Kategoria: Productivity | Cena: €54.95 (regular: €265.95) | Rabat: 79%","Qlango","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fqlango","2026-09-15T04:15:15.935Z",{"id":742,"type":331,"title":743,"body":744,"tool_name":745,"z2u_price":708,"z2u_url":746,"status":337,"read_at":309,"created_at":747},644,"💰 Notepad — spadek ceny","Platforma: Dealify | Kategoria: Productivity | Cena: €32.95 (regular: €320.95) | Rabat: 90%","Notepad","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fnotepad","2026-09-15T04:15:15.489Z",{"id":749,"type":331,"title":750,"body":751,"tool_name":752,"z2u_price":688,"z2u_url":753,"status":337,"read_at":309,"created_at":754},643,"💰 LoopCV — spadek ceny","Platforma: Dealify | Kategoria: Productivity | Cena: €43.95 (regular: €430.95) | Rabat: 90%","LoopCV","https:\u002F\u002Fdealify.com\u002Fproducts\u002Floopcv","2026-09-15T04:15:15.326Z",{"id":756,"type":331,"title":757,"body":758,"tool_name":759,"z2u_price":680,"z2u_url":760,"status":337,"read_at":309,"created_at":761},642,"💰 AkioSurvey — spadek ceny","Platforma: Dealify | Kategoria: Productivity | Cena: €54.95 (regular: €550.95) | Rabat: 90%","AkioSurvey","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fakiosurvey","2026-09-15T04:15:14.555Z",{"id":763,"type":331,"title":764,"body":765,"tool_name":766,"z2u_price":688,"z2u_url":767,"status":337,"read_at":309,"created_at":768},641,"💰 Business Alchemy eBook — spadek ceny","Platforma: Dealify | Kategoria: Business | Cena: €43.95 (regular: €87.95) | Rabat: 50%","Business Alchemy eBook","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fbusiness-alchemy-ebook","2026-09-15T04:15:12.250Z",{"id":770,"type":331,"title":620,"body":771,"tool_name":622,"z2u_price":623,"z2u_url":624,"status":337,"read_at":309,"created_at":772},640,"Platforma: Dealify | Kategoria: Social Media | Cena: €74.95 (regular: €104.95) | Rabat: 29%","2026-09-15T04:15:10.091Z",{"id":774,"type":331,"title":775,"body":776,"tool_name":777,"z2u_price":716,"z2u_url":778,"status":337,"read_at":309,"created_at":779},639,"💰 NativeRest — spadek ceny","Platforma: Dealify | Kategoria: Developer Tools | Cena: €21.95 (regular: €209.95) | Rabat: 90%","NativeRest","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fnativerest","2026-09-15T04:15:08.343Z",{"id":781,"type":331,"title":782,"body":783,"tool_name":784,"z2u_price":680,"z2u_url":785,"status":337,"read_at":309,"created_at":786},638,"💰 Formspark — spadek ceny","Platforma: Dealify | Kategoria: Developer Tools | Cena: €54.95 (regular: €662.95) | Rabat: 92%","Formspark","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fformspark","2026-09-15T04:15:07.982Z",{"id":788,"type":331,"title":789,"body":790,"tool_name":791,"z2u_price":680,"z2u_url":792,"status":337,"read_at":309,"created_at":793},637,"💰 Branalyzer — spadek ceny","Platforma: Dealify | Kategoria: SEO | Cena: €54.95 (regular: €516.95) | Rabat: 89%","Branalyzer","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fbranalyzer","2026-09-15T04:15:05.796Z",{"id":795,"type":331,"title":796,"body":797,"tool_name":798,"z2u_price":799,"z2u_url":800,"status":337,"read_at":309,"created_at":801},636,"💰 ViceForge — spadek ceny","Platforma: Dealify | Kategoria: AI | Cena: €85.95 (regular: €353.95) | Rabat: 76%","ViceForge",85.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fviceforge","2026-09-15T04:15:04.153Z",{"id":803,"type":331,"title":474,"body":804,"tool_name":476,"z2u_price":477,"z2u_url":478,"status":337,"read_at":309,"created_at":805},635,"Platforma: Dealify | Kategoria: AI | Cena: €149.95 (regular: €496.95) | Rabat: 70%","2026-09-15T04:15:04.009Z",{"id":807,"type":331,"title":808,"body":809,"tool_name":810,"z2u_price":811,"z2u_url":812,"status":337,"read_at":309,"created_at":813},634,"💰 Reporposely — spadek ceny","Platforma: Dealify | Kategoria: AI | Cena: €118.95 (regular: €153.95) | Rabat: 23%","Reporposely",118.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Freporposely","2026-09-15T04:15:03.770Z",{"id":815,"type":331,"title":816,"body":817,"tool_name":818,"z2u_price":680,"z2u_url":819,"status":337,"read_at":309,"created_at":820},633,"💰 Learnitive — spadek ceny","Platforma: Dealify | Kategoria: AI | Cena: €54.95 (regular: €552.95) | Rabat: 90%","Learnitive","https:\u002F\u002Fdealify.com\u002Fproducts\u002Flearnitive","2026-09-15T04:15:03.423Z",{"id":822,"type":331,"title":823,"body":824,"tool_name":825,"z2u_price":688,"z2u_url":826,"status":337,"read_at":309,"created_at":827},632,"💰 1minAl — spadek ceny","Platforma: Dealify | Kategoria: AI | Cena: 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Dziś, po wdrożeniu Gemini, ten sam proces zajmuje jej 1…",[]]