Research

Papers, frameworks, and methodologies for building reliable software with AI.

Academic-style research with a practical, implementable focus. No hype. Just structured approaches to real problems.

Gold Standard Test-Driven Development (GS-TDD)

A Methodological Framework for Human-AI Software Engineering

Transforms the traditional Red-Green-Refactor cycle into Red-Gold-Refactor, creating a disciplined antidote to vibe coding through structured test-driven validation.

TDDAIMethodologyTesting

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More research papers coming soon on topics like mutation testing frameworks, AI agent architectures, and legacy code modernization strategies.