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test case generation

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Continuous Delivery 2.0
Continuous Delivery 2.0
Sep 19, 2024 · Artificial Intelligence

Applying Large Language Models for Automated Test Case Generation at KooJiaLe

This article describes how KooJiaLe, a leading 3D design company, built an AI‑powered platform that uses large language models to automate test case generation, detailing its workflow, generation modes, editing features, export options, optimization efforts, results, and remaining challenges.

AIAutomationLLM
0 likes · 8 min read
Applying Large Language Models for Automated Test Case Generation at KooJiaLe
Qunhe Technology Quality Tech
Qunhe Technology Quality Tech
Sep 10, 2024 · Artificial Intelligence

Boost Test Case Creation with AI: How a Multi‑Model Platform Cuts Effort by 80%

An AI-driven test case generation platform at KuJiaLe leverages multiple large language models, offering three input methods, online editing, and dual export options, while addressing stability, length limits, and security challenges to improve testing efficiency and achieve over 80% success rate.

AI testingAutomationlarge language model
0 likes · 10 min read
Boost Test Case Creation with AI: How a Multi‑Model Platform Cuts Effort by 80%
JD Retail Technology
JD Retail Technology
Dec 5, 2023 · Fundamentals

Applying ChatGPT to Enhance Software Testing Efficiency

This article explores how software test engineers can leverage ChatGPT for tasks such as requirement analysis, test case creation, defect reporting, functional test generation, API test case generation, and automation script writing, thereby improving testing speed, accuracy, and overall quality.

AI assistanceChatGPTsoftware testing
0 likes · 10 min read
Applying ChatGPT to Enhance Software Testing Efficiency
Continuous Delivery 2.0
Continuous Delivery 2.0
May 5, 2023 · Information Security

An Introduction to Fuzz Testing and the AFL Workflow

This article explains the fundamentals of fuzz testing, describes its core concepts and step‑by‑step process, compares mutation‑based and generation‑based test case generation algorithms, and details the popular open‑source AFL tool, its workflow, mutation strategies, and practical advantages.

AFLMutation TestingSoftware Security
0 likes · 8 min read
An Introduction to Fuzz Testing and the AFL Workflow
HomeTech
HomeTech
Aug 3, 2022 · Backend Development

API Automation Testing Framework Design and Implementation

This article details the design and implementation of an API automation testing framework, covering framework structure, execution flow, and usage instructions for testing interfaces.

API testingHTTP Requestsautomation framework
0 likes · 6 min read
API Automation Testing Framework Design and Implementation
Qunar Tech Salon
Qunar Tech Salon
Dec 19, 2017 · Backend Development

Smart: An Automated API Testing Platform for Generating Test Cases from Manual Testing

The article introduces Smart, a platform that records manual API testing actions and database interactions to automatically generate and execute API test cases, addressing data preparation, environment setup, and case authoring challenges while detailing its architecture, implementation, and future improvements.

API testingAutomationBackend
0 likes · 7 min read
Smart: An Automated API Testing Platform for Generating Test Cases from Manual Testing
360 Quality & Efficiency
360 Quality & Efficiency
Oct 20, 2016 · Backend Development

Mock + Proxy in SDK Automated Testing: Architecture, Process, and Lessons Learned

This article details the design, evolution, and scaling of a mock‑proxy based automated testing framework for an SDK, covering initial architecture, phase‑two enhancements, distributed execution, performance results, and remaining challenges in test data generation and infrastructure.

Distributed TestingMock TestingProxy Server
0 likes · 5 min read
Mock + Proxy in SDK Automated Testing: Architecture, Process, and Lessons Learned
360 Quality & Efficiency
360 Quality & Efficiency
Oct 18, 2016 · Fundamentals

Mock + Proxy: Automated Testing Practices for SDK Projects

This article describes the challenges of mock framework selection, the adoption of AnyProxy, and the design of reliable test cases using orthogonal array and pairwise testing, culminating in a detailed workflow for automated test case generation with the PICT tool and custom extensions.

Mock TestingPICTProxy
0 likes · 12 min read
Mock + Proxy: Automated Testing Practices for SDK Projects