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quality shift-left

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Software Engineering 3.0 Era
Software Engineering 3.0 Era
Aug 30, 2026 · R&D Management

AI-Era Quality Shift-Left: JD Health's 6-Phase AI Agent System Cuts Production Bugs 65%

JD Health's Li Xun reveals how 80% of production issues originate in requirements, costing 100x more to fix later, and demonstrates a six-phase AI agent system that intercepts 70% of defects at requirements stage, cuts test design time by 50%, and reduces production escapes by 65% through business knowledge-fed AI agents.

AI agentsAI in TestingJD Health
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AI-Era Quality Shift-Left: JD Health's 6-Phase AI Agent System Cuts Production Bugs 65%