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V diplomski nalogi smo se najprej posvetili raziskavi splošnega pomena agilnosti, kaj z njo dosežemo, kaj to sploh je in katera orodja ji omogočajo podporo. Nekatera izmed danes bolj popularnih, po raziskavah podjetja VersionOne, smo opisali. Nato smo se usmerili v enega izmed teh spoznanih procesnih okvirjev, in sicer SCRUM, ki smo ga s pomočjo testnega projekta tudi podrobneje opisali. Testni projekt je bil zamišljen kot aplikacija na mobilnih telefonih za pomoč uporabnikom pri kuhanju. Z njegovo pomočjo smo lahko zahteve razdelili na posamezna opravila ter jih nato testno vnesli v program za agilno vodenje. Preizkusili smo tri orodja, ki služijo razvoju programske opreme po agilnem procesu SCRUM. Iz ugotovljenih rezultatov pa smo opravili primerjavo orodij, glede na njihovo funkcionalnost in zmožnost zagotavljanja podpore sledenju, vodenju in načrtovanju zadev, opravil ali projektov. In this diploma thesis, we first focused on research of genereral meaning of being agile, which tools exist in market and what they allow us to do. I mentioned some of the most used agile methodologies by the research of VersionOne company. Then we focused into one of those agile process frameworks, named SCRUM, which we described in more details with the help of the test project we created. Test project is also quickly described later. It was conceived as the mobile apllication to help users cook. With it's help we could divide the requests into invidiudal tasks and then insert them into agile management program. We researched three tools that allow us to manage software development consistent with scrum guidelines. From the results we did the analysis of functionality and capability, for providing good support for managing, planing and tracking tasks, projects and issues.