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Preprint . 2026
License: CC BY
Data sources: Datacite
ZENODO
Preprint . 2026
License: CC BY
Data sources: Datacite
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Deterministic Quality Gates and Governance for AI-Generated Code in Regulated Software Systems

descriptionPublicationkeyboard_double_arrow_right Preprint 17 Feb 2026 English Publisher:Zenodo
Authors: Ashutosh, Singh;

doi: 10.5281/zenodo.18673564 , 10.5281/zenodo.18673563

Deterministic Quality Gates and Governance for AI-Generated Code in Regulated Software Systems

Abstract

Rigour is a local-first governance and quality-gating system purpose-built for AI-assisted software development. It introduces deterministic ‘AI drift’ gates, provenance-tagged fix packets, and supervised multi-agent workflow controls to produce audit-ready evidence for regulated environments

Keywords

Compliance automation, Software engineering, Deterministic validation, Secure development, AI code generation, Agentic systems, AI governance

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
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