20.500.12556/DKUM-94737 Primerjava med človeškim programerjem in umetno inteligenco pri generiranju programske kode in dokumentacije diplomsko delo Comparison between human programmers and artificial intelligence in generating source code and documentation V diplomskem delu primerjamo učinkovitost umetne inteligence in človeškega programerja pri pisanju kode in dokumentacije. Zasnovali smo spletno in mobilno aplikacijo in vsako implementirali na dva načina. Najprej samostojno, nato pa z agentskim načinom umetne inteligence, kjer je bila implementacija opravljena izključno na podlagi pozivov. Skozi implementacijo smo merili čas razvoja, na koncu pa s pomočjo anketirancev ocenili kakovost kode, uporabniških vmesnikov in dokumentacije. Rezultati kažejo, da je umetna inteligenca hitrejša predvsem pri nalogah z znanimi vzorci, medtem ko se prednost zmanjša v manj razširjenih tehnologijah. Kakovost kode je praviloma višja pri tradicionalnem pristopu, pri uporabniških vmesnikih pa so razlike manjše. Umetna inteligenca dokumentacijo pripravi hitreje, vendar je človeško besedilo bolj berljivo in točno. This thesis compares the efficiency of artificial intelligence and a human programmer in writing code and documentation. We designed a web and a mobile application and implemented each in two ways. In first approach, the programmer worked independently. In second approach, we used an AI agent in which the implementation was carried out solely based on prompts. During implementation we measured development time, and at the end we evaluated the quality of code, user interfaces, and documentation through a survey of evaluators. The results show that artificial intelligence is faster, especially for tasks with well-known patterns, while its advantage decreases in less common technologies. Code quality is generally higher with the traditional approach, while the differences in user interfaces are relatively small. Artificial intelligence produces documentation faster, but human written text is more readable and accurate. umetna inteligenca Github Copilot programiranje primerjava razvoja React C# artifical intelligence Github Copilot programming development comparison React C# true true false [T. Fakin] Slovenski jezik Angleški jezik Diplomsko delo/naloga 2025-08-26 13:43:48 2025-09-23 14:20:01 2025-12-09 03:10:22 0000-00-00 00:00:00 2025 0 Maribor 0 Maribor 1 spletni vir (1 datoteka PDF (XI, 67 str.)) 0000-00-00 NiDoloceno NiDoloceno NiDoloceno 0000-00-00 0000-00-00 0000-00-00 004.415.3+004.8(043.2) 260359683 VS_Fakin_Tadej_2025.pdf VS_Fakin_Tadej_2025.pdf 1 C0756C06AFDF298CC6C0A09558A0F55C dbc978b8cfc2f62a717d5443f11abe01c7b6140b471d58201c6f2bd7198a0834 fab76962-8fd6-11f0-949c-00155d000105 https://dk.um.si/Dokument.php?lang=slv&id=198316 Fakulteta za elektrotehniko, računalništvo in informatiko 0 0 0