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Studio Engineering Devlog

August 23, 2026 • Methodology & HCI

Bridging the UX Quality Gap in AI-Driven Development Lifecycles (AI-DLC V2)

Artificial intelligence models do not naturally possess sensory, motor, or cognitive experiences. Left unconstrained, AI-driven development lifecycles create visual and interaction quality blindspots. This article outlines our formalization of subjective user experience quality into rigorous, mathematically verifiable HCI proxies and multi-agent persona red-teaming.

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