Oct 2026· Zenodo (CERN European Organization for Nuclear Research)
Abstract
A look at the Packets Design System, an open sourced UI library developed by the UI team at Energy Science Networks (ESNet), and how it was used to build the beginnings of a single source of truth for a large amount of datasets across the organization. Using reusable and well documented components, creating a predictable and intuitive pattern for viewing/editing data is easy and uniform no matter what records you are working with or looking for.
This publication proposes a definition and a classification of agile software development approaches and analyses ten software development methods that can be characterized as being "agile" against the defined criterion.
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The study shows that agile practices improve both informal and formal communication, but indicates that, in larger development situations involving multiple external stakeholders, a mismatch of adequate communication mechanisms can sometimes even hinder the communication.
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The results indicate that software engineering work practices are chosen opportunistically, adapted and configured to provide value under the constrains imposed by the startup context.
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It is proved that any global minimizer of the trajectory balance objective can define a policy that samples exactly from the target distribution, and empirically demonstrate the benefits of the trajectories balance objective for GFlowNet convergence, diversity of generated samples, and robustness to long action sequenc...
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