Enforcement-Accelerated Development: Verification at AI Speed

Zenodo (CERN European Organization for Nuclear Research) 2026 Preprint Open access

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Authors: Pace, Mark
DOI: 10.5281/zenodo.17968796
Cited by: 0

Abstract

AI-assisted development creates an architectural consistency crisis. Without automated enforcement, AI-generated code fragments architecturally: UUID handling implemented five different ways, type systems fracturing invisibly, cascading failures emerging. At 15,000 lines, our production codebase approached collapse despite passing tests. Enforcement-Accelerated Development (EAD) was the intervention that prevented it.

Fields of Study & Subjects

Software Engineering Research Advanced Malware Detection Techniques Software Testing and Debugging Techniques

Publication details

Journal / source
Zenodo (CERN European Organization for Nuclear Research)
Publication date
2 February 2026
Language
EN
Document type
Preprint