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intelligent decision system

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Baidu Tech Salon
Baidu Tech Salon
Nov 7, 2022 · Artificial Intelligence

Risk‑Driven Delivery and AI‑Powered Intelligent Testing: Strategies and Technical Solutions

Baidu’s AI‑driven, risk‑based testing framework automatically identifies high‑risk projects, allocates tasks, defines precise test scopes, and localizes defects using white‑box analysis and quality‑score models, cutting test‑case volume by up to 90 % and reducing release‑gate time from 50 hours to two, dramatically improving efficiency and defect recall.

AI in software testingContinuous Integrationautomation
0 likes · 15 min read
Risk‑Driven Delivery and AI‑Powered Intelligent Testing: Strategies and Technical Solutions
Baidu Geek Talk
Baidu Geek Talk
Nov 7, 2022 · Artificial Intelligence

AI-Driven Risk-Based Testing and Intelligent Delivery System at Baidu

Baidu’s AI‑driven risk‑based testing platform automates task allocation, precisely scopes test coverage, dynamically optimizes execution, and uses real‑time logs to locate defects, enabling a quality‑assessment model that blocked 1,123 unsafe releases, intercepted 318 bugs, saved over 2,000 person‑days, and cut assessment time from 50 to 2 hours, demonstrating that AI‑guided decisions markedly improve testing efficiency and delivery quality.

AI testingContinuous Integrationintelligent decision system
0 likes · 14 min read
AI-Driven Risk-Based Testing and Intelligent Delivery System at Baidu