Hudson Augusto Rodrigues Bonomo

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...

Cellular Mode v1.0.0 — User Guide

Official user guide for Cellular Mode v1.0.0, an open-source method and software architecture for bounded, resumable, auditable, and verifiable agent-assisted software engineering. The guide is written for people who want to use Cellular Mode v1.0.0 in a real project. It covers t...

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...

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...

Situated Learning Accessibility: Difference, Indeterminacy, and the Logic of Dynamic States

Adaptive learning systems compress complex histories into tractable representations of a learner. Prior work already supplies several safeguards against naive compression: relational accounts of accessibility and affordance, state-space and partially observable models of student...