Aug 2026· Zenodo (CERN European Organization for Nuclear Research)
Abstract
Your AI can say the test passed. Code Factory asks whether the test could ever have failed. Solo developers start with one local proof; teams bind the real diff, intent, independent checks, and receipts instead of trusting an agent's narrative. Version 0.45.1 adds a deterministic AppForge App Review evidence gate: 30 policy and release-risk checks bind the exact app build to required evidence, preserve unknowns, and keep final submission under named human control. The Graph Ops mission-control storyboard turns that review into a visible mission, tension, guidance, agency, transformation, and ready handoff. The workflow is designed to reduce avoidable App Review rework and waiting time; it does not guarantee approval or claim a measured rejection-rate reduction. Supplied local observations are not provider certification, payment settlement, production proof, security or compliance certification, or release authority. Dual licensed under MIT or Apache-2.0.
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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Consequences of happiness and unhappiness that are beneficial and detrimental for developers' mental well-being, the software development process, and the produced artifacts are found.
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A path, a fence, a knot. MindTopo sets a new benchmark for testing how AI understands topological relationships and highlights new opportunities to strengthen spatial reasoning and planning. The post MindTopo reveals VLMs’ spatial reasoning abilities appeared first on Microsoft Research.
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