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Qunhe Technology Quality Tech
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Qunhe Technology Quality Tech

Kujiale Technology Quality

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Recent Articles

Latest from Qunhe Technology Quality Tech

72 recent articles
Qunhe Technology Quality Tech
Qunhe Technology Quality Tech
Sep 25, 2025 · Operations

Cut Regression Testing to Minutes with Lightweight Interception and Spock Tests

This article outlines how a team tackled long‑standing automation gaps in custom output modules and second‑party packages by introducing a lightweight interception verification system and a Groovy‑Spock data‑driven testing framework, achieving full‑coverage regression in minutes, reducing bug detection time, and boosting overall testing efficiency.

Backend testingGroovySoftware Testing
0 likes · 9 min read
Cut Regression Testing to Minutes with Lightweight Interception and Spock Tests
Qunhe Technology Quality Tech
Qunhe Technology Quality Tech
Sep 11, 2025 · Artificial Intelligence

How AI Large Models Transform Interface Automation Testing and Boost Efficiency

Leveraging AI large‑model capabilities, this article outlines how a company built an AI‑enhanced interface automation testing platform, addresses common testing pain points, details the solution architecture, showcases operational workflows, and envisions future impacts on software quality and DevOps practices.

AI testingDevOpsSoftware Quality
0 likes · 13 min read
How AI Large Models Transform Interface Automation Testing and Boost Efficiency
Qunhe Technology Quality Tech
Qunhe Technology Quality Tech
Aug 28, 2025 · Operations

How Shifting MR Testing Left Supercharged Our Rendering Engine Quality

This article details how the KE rendering engine team tackled explosive task growth, stability pressure, and testing bottlenecks by implementing a test‑left shift strategy that mandates pre‑merge unit tests, automated CI pipelines, and an efficient regression platform, ultimately boosting quality and developer productivity.

CI/CDDevOpsRendering
0 likes · 16 min read
How Shifting MR Testing Left Supercharged Our Rendering Engine Quality
Qunhe Technology Quality Tech
Qunhe Technology Quality Tech
Aug 12, 2025 · R&D Management

How Qunhe Tech Turned Testing from Reactive Firefighting into Proactive Automation Left‑Shift

This article details Qunhe Technology's shift from traditional post‑test bottlenecks to a proactive automation left‑shift strategy, outlining fragmented environment issues, integrated toolchains, AI‑driven test selection, and measurable efficiency and quality gains across performance, interface, and UI testing stages.

DevOpsTestingautomation
0 likes · 18 min read
How Qunhe Tech Turned Testing from Reactive Firefighting into Proactive Automation Left‑Shift
Qunhe Technology Quality Tech
Qunhe Technology Quality Tech
Jul 10, 2025 · Operations

Ensuring Elasticsearch Stability: Testing, Performance, and Disaster Recovery

This article outlines a comprehensive reliability framework for Elasticsearch, covering pre‑release performance evaluation, data accuracy checks, real‑time sync delay alerts, rapid recovery strategies, performance testing methods, and disaster‑recovery measures such as multi‑cluster backup and index alias switching.

data synchronizationdisaster recoverymonitoring
0 likes · 12 min read
Ensuring Elasticsearch Stability: Testing, Performance, and Disaster Recovery
Qunhe Technology Quality Tech
Qunhe Technology Quality Tech
Jun 12, 2025 · Artificial Intelligence

Boosting CAD & Ad Design Algorithms with a Goldenset Review Platform

The article describes how a custom algorithm review platform, built around goldenset test cases, quantifies and visualizes CAD recognition and advertising design tool outputs, enabling rapid regression testing, objective metric tracking, and efficient manual review, ultimately improving development speed and bug detection rates.

AdvertisingAlgorithmCAD
0 likes · 12 min read
Boosting CAD & Ad Design Algorithms with a Goldenset Review Platform
Qunhe Technology Quality Tech
Qunhe Technology Quality Tech
Mar 14, 2025 · Backend Development

Unlock Faster Automated Testing with a Powerful JSON Assertion Engine

This article explores the design and implementation of a high‑performance JSON assertion engine for automated testing, detailing its architecture, rule system, core comparison algorithms, visualization features, configuration options, and future enhancements, while providing code examples and performance insights.

Automated TestingJSONassertion
0 likes · 14 min read
Unlock Faster Automated Testing with a Powerful JSON Assertion Engine