{"id":31713,"date":"2026-01-14T14:59:31","date_gmt":"2026-01-14T14:59:31","guid":{"rendered":"https:\/\/appricotsoft.com\/?p=31713"},"modified":"2026-06-22T13:05:50","modified_gmt":"2026-06-22T13:05:50","slug":"audit-before-you-pitch-what-investors-look-for-in-your-code","status":"publish","type":"post","link":"https:\/\/appricotsoft.com\/pl\/tips\/audit-before-you-pitch-what-investors-look-for-in-your-code\/","title":{"rendered":"Audyt przed prezentacj\u0105: na co inwestorzy zwracaj\u0105 uwag\u0119 w Twoim kodzie"},"content":{"rendered":"
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Dlaczego inwestorzy interesuj\u0105 si\u0119 kodem<\/h2>\t\t\t\t<\/div>\n\t\t\t\t
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Inwestorzy nie tylko wspieraj\u0105 Twoj\u0105 wizj\u0119, ale po\u015brednio dziedzicz\u0105 Tw\u00f3j d\u0142ug technologiczny. Chc\u0105 wiedzie\u0107:<\/p>

\u2022 Czy Tw\u00f3j produkt ma niepewne podstawy?<\/strong><\/em><\/p>

\u2022 \u201cCzy Tw\u00f3j obecny zestaw technologii jest w stanie sprosta\u0107 wymaganiom skalowalno\u015bci Twojej bazy u\u017cytkownik\u00f3w?\u201d<\/strong><\/em><\/p>

\u2022 Czy tu\u017c pod powierzchni\u0105 kryj\u0105 si\u0119 b\u0142\u0119dy lub luki w zabezpieczeniach, gotowe ujawni\u0107 si\u0119 po utracie finansowania?<\/strong><\/em><\/p>

Dzi\u0119ki MVP opracowanym przy u\u017cyciu sztucznej inteligencji i aplikacjom bez kodu nawet nieobeznani inwestorzy zmuszeni zostali do zadania sobie pytania: \u201cKto dokona\u0142 przegl\u0105du kodu tego kodu?<\/em>\u201dA kiedy twoja odpowied\u017a brzmi:\u2018Drugi pilot mi pomaga\u0142,<\/em>\u2019Mo\u017cesz wkroczy\u0107 na pole minowe.<\/p>

Pojawienie si\u0119 narz\u0119dzi do generowania kodu opartego na sztucznej inteligencji (AI) u\u0142atwi\u0142o szybkie uruchomienie, ale tak\u017ce przyczyni\u0142o si\u0119 do pora\u017cek. W\u0142a\u015bnie dlatego prawdziwa nale\u017cyta staranno\u015b\u0107 nie jest ju\u017c kompletna bez audyt\u00f3w kodu.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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Wst\u0119p<\/h3>\t\t\t\t<\/div>\n\t\t\t\t
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Kiedy za\u0142o\u017cyciele zastanawiaj\u0105 si\u0119 nad tym, jak przygotowa\u0107 si\u0119 do spotka\u0144 z inwestorami, pierwsze, co przychodzi im na my\u015bl, to pitch decki, wska\u017aniki efektywno\u015bci i wielko\u015b\u0107 rynku. Ale w 2026 roku inwestorzy musz\u0105 oceni\u0107 jeszcze jedn\u0105 rzecz, zanim podpisz\u0105 warunki umowy: kod.<\/p>

Niezale\u017cnie od tego, czy wprowadzasz na rynek sw\u00f3j MVP z wykorzystaniem sztucznej inteligencji, czy po prostu skalujesz swoj\u0105 pierwsz\u0105 ofert\u0119 SaaS klasy korporacyjnej, audyt techniczny nie jest ju\u017c luksusem, lecz wymogiem. Sygna\u0142 zaufania? Tak, sygna\u0142 zaufania, i to potencjalnie kluczowy, kt\u00f3ry mo\u017ce zadecydowa\u0107 o r\u00f3\u017cnicy mi\u0119dzy pozytywnym zaliczeniem a podpisanym czeku, je\u015bli zrobisz to na d\u0142ugo przed kolejn\u0105 prezentacj\u0105.<\/p>

Oczywi\u015bcie, w Appricotsoft zrobili\u015bmy dok\u0142adnie to samo z dziesi\u0105tkami startup\u00f3w w Europie i Stanach Zjednoczonych. Oto, czego si\u0119 nauczyli\u015bmy i dlaczego audyt kodu przed prezentacj\u0105 mo\u017ce by\u0107 najlepsz\u0105 decyzj\u0105.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t

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Co obejmuje audyt kodu przed prezentacj\u0105\n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t
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Dobry audyt kodu startupu nie polega tylko na wytykaniu b\u0142\u0119d\u00f3w formatowania czy nieu\u017cywanych import\u00f3w. Opowiada g\u0142\u0119bsz\u0105 histori\u0119:<\/p>

1. Przegl\u0105d architektury<\/strong><\/p>

Jak zbudowany jest Tw\u00f3j system: czy jest modu\u0142owy, skalowalny i testowalny? A mo\u017ce to wie\u017ca spaghetti, kt\u00f3rej elementy s\u0105 spi\u0119te komentarzami TODO?<\/p>

2. Zagro\u017cenia bezpiecze\u0144stwa<\/strong><\/p>

Od zakodowanych na sta\u0142e tajnych informacji po niezweryfikowane dane wej\u015bciowe \u2014 luki w zabezpieczeniach mog\u0105 natychmiast zniszczy\u0107 zaufanie inwestor\u00f3w.<\/p>

3. Utrzymywalno\u015b\u0107 kodu<\/strong><\/p>

Czy nad Twoim produktem b\u0119d\u0105 mogli nadal pracowa\u0107 przyszli programi\u015bci, czy te\u017c nowi pracownicy b\u0119d\u0105 musieli napisa\u0107 wszystko od nowa?<\/p>

4. Kontrole poprawno\u015bci integracji AI<\/strong><\/p>

Je\u015bli korzystasz z narz\u0119dzi do kodowania AI, czy weryfikujesz wyniki? Widzieli\u015bmy MVP, w kt\u00f3rych kod generowany przez AI wprowadza\u0142 ukryte b\u0142\u0119dy lub problemy ze zgodno\u015bci\u0105.<\/p>

5. Sygna\u0142y ostrzegawcze dotycz\u0105ce wydajno\u015bci<\/strong><\/p>

Czy obs\u0142uguje rzeczywisty ruch? Czy zapytania s\u0105 zoptymalizowane? Czy zawiesza si\u0119 pod obci\u0105\u017ceniem?<\/p>

6. Dokumentacja i pokrycie testowe<\/strong><\/p>

MVP bez \u017cadnej dokumentacji to koszmar, kt\u00f3ry tylko czeka, \u017ceby si\u0119 wydarzy\u0107. Testy to twoja siatka bezpiecze\u0144stwa; bez nich ka\u017cda aktualizacja to ryzyko.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t

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Przyk\u0142ad: prawdziwy audyt uratowa\u0142 transakcj\u0119<\/h3>\t\t\t\t<\/div>\n\t\t\t\t
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Niedawno wsp\u00f3\u0142pracowali\u015bmy z jednym startupem, kt\u00f3ry mia\u0142 przedstawi\u0107 swoj\u0105 ofert\u0119 europejskiemu funduszowi venture capital. Ich oparta na sztucznej inteligencji aplikacja wygl\u0105da\u0142a \u015bwietnie na pierwszy rzut oka \u2013 ale przegl\u0105d kodu wykaza\u0142 ogromne zad\u0142u\u017cenie techniczne: zduplikowan\u0105 logik\u0119, zakodowane na sta\u0142e dane uwierzytelniaj\u0105ce i ca\u0142y modu\u0142, kt\u00f3ry dzia\u0142a\u0142 tylko lokalnie.<\/p>

Za\u0142o\u017cyciel by\u0142 zszokowany. Ale po tygodniu intensywnej refaktoryzacji i przejrzystej dokumentacji, przyst\u0105pili do prezentacji nie tylko pewni swojej historii, ale i swojego stosu. Ta runda zako\u0144czy\u0142a si\u0119 w trzy tygodnie.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t

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Dlaczego ma to jeszcze wi\u0119ksze znaczenie dla startup\u00f3w zajmuj\u0105cych si\u0119 sztuczn\u0105 inteligencj\u0105\n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t
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Pisz\u0105c kod za pomoc\u0105 narz\u0119dzi AI, takich jak ChatGPT czy Copilot, mo\u017cesz narazi\u0107 si\u0119 na nowe \u017ar\u00f3d\u0142o ryzyka. Kod napisany przez AI mo\u017ce:<\/p>

\u2022 Omi\u0144 najlepsze praktyki<\/strong><\/p>

\u2022 Wprowad\u017a subtelne b\u0142\u0119dy<\/strong><\/p>

\u2022 Opracowywanie zobowi\u0105za\u0144 warunkowych (takich jak naruszenie praw autorskich)<\/strong><\/p>

Dlatego potrzebujesz profesjonalnej us\u0142ugi code review, kt\u00f3ra nie boi si\u0119 kwestionowa\u0107 rezultat\u00f3w dzia\u0142ania narz\u0119dzi AI, z kt\u00f3rych korzystasz. W Appricotsoft pomagali\u015bmy klientom w korygowaniu kodu AI, zmniejszaniu technicznego zad\u0142u\u017cenia projekt\u00f3w AI, a nawet w tworzeniu MVP z wykorzystaniem AI, w przypadku jego niestabilno\u015bci.<\/p>

Chcesz dowiedzie\u0107 si\u0119, na czym polega nasz proces audytu? Sprawd\u017a nasz wpis na blogu: \u201cCo tak naprawd\u0119 obejmuje audyt kodu AI<\/a><\/strong>\u201c<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t

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Co naprawd\u0119 m\u00f3wi\u0105 inwestorzy<\/h3>\t\t\t\t<\/div>\n\t\t\t\t
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Oto, czego dowiedzieli\u015bmy si\u0119 od prawdziwych inwestor\u00f3w analizuj\u0105cych transakcje:<\/p>

\u2022 \u201cPropozycja by\u0142a dobra, ale kod by\u0142 katastrof\u0105\u201d.\u201d<\/strong><\/p>

\u2022 \u201cZaoszcz\u0119dziliby\u015bmy czas, gdyby najpierw przeprowadzili audyt techniczny\u201d.<\/strong><\/p>

\u2022 \u201dZdali\u015bmy, bo produkt nie by\u0142 skalowalny, a oni nawet o tym nie wiedzieli\u201d<\/strong><\/p>

Dobrze przeprowadzony audyt techniczny startupu pokazuje inwestorom, \u017ce podchodzimy do sprawy powa\u017cnie, wykonali\u015bmy zadanie domowe i nie zamierzamy marnowa\u0107 kapita\u0142u na co\u015b, co mogli\u015bmy zrobi\u0107 dobrze za pierwszym razem.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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Jak Appricotsoft mo\u017ce pom\u00f3c\n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t
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Opracowali\u015bmy, ocenili\u015bmy i rozwin\u0119li\u015bmy r\u00f3\u017cnorodne produkty dla bran\u017cy startup\u00f3w, od aplikacji VR dla nieruchomo\u015bci po platformy AI do technologii \u017cywno\u015bci. Oto czynniki, kt\u00f3re wyr\u00f3\u017cniaj\u0105 nasz\u0105 us\u0142ug\u0119 audytu kodu:<\/p>

\u2022 Za\u0142o\u017cyciele techniczni cz\u0119sto potrzebuj\u0105 naszej specjalistycznej pomocy:<\/strong> Chocia\u017c za\u0142o\u017cyciele firm technologicznych potrzebuj\u0105 naszej specjalistycznej pomocy przy swoich startupach, niekt\u00f3rzy z nich...<\/p>

\u2022 Osobiste do\u015bwiadczenia z wykorzystaniem technologii AI: <\/strong>Wiemy, gdzie Copilot i ChatGPT zawodz\u0105 i jak rozwi\u0105za\u0107 ten problem.<\/p>

\u2022 Szybka realizacja:<\/strong> Poniewa\u017c do nast\u0119pnego spotkania w sprawie prezentacji pozosta\u0142o zaledwie sze\u015b\u0107 tygodni.<\/p>

\u2022 Krystalicznie przejrzyste i priorytetowe rekomendacje:<\/strong> Wskazujemy, co nale\u017cy zrobi\u0107 najpierw, a co p\u00f3\u017aniej.<\/p>

Nie jeste\u015bmy tu po to, \u017ceby ocenia\u0107. Jeste\u015bmy tu po to, \u017ceby Tw\u00f3j kod dzia\u0142a\u0142 dla Ciebie.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t

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Ostatnie my\u015bli<\/h3>\t\t\t\t<\/div>\n\t\t\t\t
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Zanim zaprezentujesz t\u0119 prezentacj\u0119. Przed kolejn\u0105 prezentacj\u0105. Zanim jeszcze otworzysz dataroom.<\/p>

Tw\u00f3j kod wymaga audytu.<\/p>

To jedna z najwa\u017cniejszych rzeczy, jakie mo\u017cesz zrobi\u0107, aby zbudowa\u0107 zaufanie inwestor\u00f3w, unikn\u0105\u0107 nieprzyjemnych niespodzianek i szybciej uzyska\u0107 potrzebne \u015brodki finansowe.<\/p>

W Appricotsoft mo\u017cemy to \u0142atwo naprawi\u0107 \u2013 niezale\u017cnie od tego, jak bardzo po\u015bpieszny by\u0142 Tw\u00f3j rozw\u00f3j produktu. Teraz zadbajmy o to, aby Twoja narracja technologiczna by\u0142a zgodna z Twoj\u0105 prezentacj\u0105 inwestycyjn\u0105.<\/p>

Om\u00f3w z nami audyt kodu<\/a><\/strong><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t

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Chcesz zapobiec nieprawid\u0142owemu dzia\u0142aniu kodu AI?<\/h3>\t\t\t\t<\/div>\n\t\t\t\t
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Zobacz nasz post: \u201c20 krytycznych b\u0142\u0119d\u00f3w, kt\u00f3re stale znajdujemy w recenzjach kodu AI<\/a><\/strong>\u201c<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t

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\n\t\t\t\t\t\tMasz ju\u017c ten pomys\u0142?\t\t\t\t\t<\/h2>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t
\n\t\t\t\t\t\tNapisz do nas, a znajdziemy najlepszy spos\u00f3b realizacji Twojego pomys\u0142u!\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t
\n\t\t\t\t\t\n\t\t\t\t\t\tSkontaktuj si\u0119 z nami\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"

Why Investors Care About Code Investors are not just backing your vision; they are indirectly inheriting your tech debt. They would like to know: \u2022 Is your product founded on shaky ground? \u2022 “Can your existing tech stack meet the scaling demands of your user base?” \u2022 Are there bugs or security holes lurking just…<\/p>","protected":false},"author":4,"featured_media":32901,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"content-type":"","footnotes":""},"categories":[60,44,59],"tags":[54,55,56],"class_list":["post-31713","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-app-ideas","category-blog","category-tips","tag-process","tag-software-development","tag-web-development"],"acf":[],"yoast_head":"\nAudit Before You Pitch: What Investors Look For in Your Code - Appricotsoft<\/title>\n<meta name=\"description\" content=\"Investors are paying attention to your code. Learn why a code audit before your pitch can build trust, expose risks, and give your startup the edge.\" \/>\n<meta name=\"robots\" content=\"noindex, follow\" \/>\n<meta property=\"og:locale\" content=\"pl_PL\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Audit Before You Pitch: What Investors Look For in Your Code - Appricotsoft\" \/>\n<meta property=\"og:description\" content=\"Investors are paying attention to your code. 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