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Tencent Technical Engineering
Tencent Technical Engineering
May 26, 2026 · Information Security

AI Era Vulnerability Benchmark Revamp: 3,632 CVE Insights & VulnGym Release

Analyzing 3,632 high‑severity GitHub Advisory reports from 2025‑2026, the authors reveal a sharp rise in business‑logic flaws—especially in high‑star projects—prompting a redesign of vulnerability‑detection benchmarks, and introduce VulnGym, a real‑project, white‑box dataset with 400+ paths and detailed entry‑point, trace, and critical‑operation annotations.

AI securityBusiness Logic BugsOpen Source
0 likes · 17 min read
AI Era Vulnerability Benchmark Revamp: 3,632 CVE Insights & VulnGym Release
Frontend AI Walk
Frontend AI Walk
May 8, 2026 · Product Management

How to Use an AI “White‑Box” Test to Filter Unviable Startup Ideas

This guide walks you through the codex‑startup‑pressure‑test skill, explaining when and how to use it, the required input format, the five most suitable scenarios, the six operation modes, how to interpret the verdict and scorecard, and provides ready‑made prompt templates to validate a startup idea before any code is written.

AICodexMVP
0 likes · 16 min read
How to Use an AI “White‑Box” Test to Filter Unviable Startup Ideas
NetEase LeiHuo Testing Center
NetEase LeiHuo Testing Center
Mar 29, 2022 · Game Development

Game Testing Practices: Visible and Invisible Aspects, Recording, and Delivery

The article shares a QA newcomer’s one‑year reflection on game testing, covering visible vs invisible aspects, the importance of diff analysis, combining black‑box and white‑box testing, systematic test case recording, bug acceptance, and final delivery practices to improve quality in game development.

QAWhite-box Testingblack-box testing
0 likes · 14 min read
Game Testing Practices: Visible and Invisible Aspects, Recording, and Delivery
FunTester
FunTester
Jul 29, 2020 · Operations

How to Test Variable‑Probability Lottery APIs with Non‑Fixed Odds

This article explains how to validate a lottery API whose win probability changes with consecutive losses, outlines two practical testing approaches, and discusses the challenges of large‑scale, per‑user probability verification while preventing consecutive wins.

API testingJavaWhite-box Testing
0 likes · 4 min read
How to Test Variable‑Probability Lottery APIs with Non‑Fixed Odds
FunTester
FunTester
Mar 17, 2020 · Fundamentals

Curated List of Unit Testing and White‑Box Testing Articles

This page provides a curated collection of Chinese articles covering unit testing, white‑box testing, testing frameworks such as Spock, JUnit, Selenium, performance testing, and related technical and non‑code topics for software developers and testers.

SeleniumWhite-box Testingsoftware testing
0 likes · 7 min read
Curated List of Unit Testing and White‑Box Testing Articles
FunTester
FunTester
Mar 15, 2020 · Fundamentals

What Is White-Box Testing and How to Perform It

White-box testing examines a program’s internal structure, code, and logic by creating and executing test cases that cover all paths, conditions, and statements, enhancing security, reliability, and code quality, while outlining its steps, techniques, examples, advantages, and drawbacks.

White-box Testingcode coveragesecurity testing
0 likes · 9 min read
What Is White-Box Testing and How to Perform It
FunTester
FunTester
Jan 20, 2020 · Fundamentals

Mastering Black‑Box and White‑Box Testing: When and How to Use Each

This article explains the fundamentals of black‑box and white‑box testing, outlines their functional, non‑functional, and regression variants, and shows how combining both approaches improves software reliability, security, and performance.

QAWhite-box Testingblack-box testing
0 likes · 6 min read
Mastering Black‑Box and White‑Box Testing: When and How to Use Each
360 Quality & Efficiency
360 Quality & Efficiency
Mar 13, 2019 · Fundamentals

Common Return Code Bugs in Function Testing and Their Solutions

The article examines two typical return‑code bugs encountered during white‑box testing—one where error paths mistakenly return a success code and another where callers check the wrong value—explaining their causes and offering concrete remediation guidelines to improve error handling.

Error HandlingWhite-box Testingbug
0 likes · 4 min read
Common Return Code Bugs in Function Testing and Their Solutions
Tongcheng Travel Technology Center
Tongcheng Travel Technology Center
Jul 12, 2018 · Fundamentals

Applying White-Box Testing in Agile Hotel Projects: Process, Cases, and Results

This article describes how a hotel testing team integrated white‑box testing—code review and static analysis—into fast‑paced agile workflows, detailing the exploration timeline, typical functional testing challenges, three concrete bug‑finding case studies, measurable quality improvements, and practical promotion guidelines.

Agile TestingCode ReviewSoftware quality
0 likes · 6 min read
Applying White-Box Testing in Agile Hotel Projects: Process, Cases, and Results