What question did this study set out to answer?

The research aims to introduce a reference architecture for software development that integrates AI while ensuring security and compliance.

July 7, 2026Open Access

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SDD-First Multi-Agent Orchestration Harness for Enterprise Development: A Zero-Trust Reference Architecture for Governing Agentic Software Engineering at Scale

MPMario Alejandro Ramos Pérez

Key Points

The research aims to introduce a reference architecture for software development that integrates AI while ensuring security and compliance.
Introduced SDD-First Harness Orchestration as a governance framework for AI-assisted software development.
Implemented multi-agent orchestration and Zero-Trust principles.
Combined structured specifications with automated validation and governance controls.
Improved software quality and compliance through deterministic engineering practices.
Enhanced auditability and security in enterprise-ready software development.
Effective management of stochastic AI systems within established governance controls.

Abstract

This research introduces SDD-First Harness Orchestration, a reference architecture for governing enterprise AI-assisted software development through Spec-Driven Development, multi-agent orchestration, and Zero-Trust principles. The framework combines structured specifications, specialized AI agents, automated validation gates, and governance controls to improve software quality, security, compliance, and auditability. It demonstrates how deterministic engineering practices can effectively manage stochastic AI systems, enabling scalable, trustworthy, and enterprise-ready agentic software development.

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اسأل الذكاء الاصطناعي

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View Full Paper

SDD-First Multi-Agent Orchestration Harness for Enterprise Development: A Zero-Trust Reference Architecture for Governing Agentic Software Engineering at Scale

Key Points

Abstract

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