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Author

Hudson Augusto Rodrigues Bonomo

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#software testing Open access Oct 2026

Cellular Mode: A Cell-Based and Verifiable Method for Agent-Assisted Software Engineering

This preprint describes Cellular Mode v1.0.0, an open-source method and software architecture for bounded, resumable, auditable, and verifiable agent-assisted software engineering. It has not undergone peer review. Abstract Large language models (LLMs) and agentic coding systems can now inspect repositories, modify mul...

Hudson Augusto Rodrigues Bonomo · 0 citations
#diffusion models Open access Sep 2026

The Flow of Learning Accessibility: From Stochastic Trajectories to Hydrodynamic Models

Describing learning as flow is scientifically useful only if the mathematics is derived rather than borrowed as metaphor. This paper develops a conditional micro-to-macro program for the Dynamic Map of Learning Accessibility (MDAA), which conceptualizes learning accessibility not as a stable property of the learner but...

Hudson Augusto Rodrigues Bonomo · 0 citations
#diffusion models Open access Sep 2026

The Flow of Learning Accessibility: From Stochastic Trajectories to Hydrodynamic Models

Describing learning as flow is scientifically useful only if the mathematics is derived rather than borrowed as metaphor. This paper develops a conditional micro-to-macro program for the Dynamic Map of Learning Accessibility (MDAA), which conceptualizes learning accessibility not as a stable property of the learner but...

Hudson Augusto Rodrigues Bonomo · 0 citations

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