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risk-driven delivery

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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
Baidu Intelligent Testing
Baidu Intelligent Testing
Oct 27, 2022 · Artificial Intelligence

Risk‑Driven Delivery and Unattended Testing in Baidu Search: Practices and Insights

The article explains Baidu's risk‑driven delivery approach for intelligent testing, outlines the current challenges of low‑risk projects, ineffective test tasks, and missed defects, and details how AI‑enhanced, fully automated testing, stable build pipelines, and precise risk‑assessment models enable unattended delivery and improve testing efficiency.

AI in testingBaiduquality assessment
0 likes · 12 min read
Risk‑Driven Delivery and Unattended Testing in Baidu Search: Practices and Insights