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test generation

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Continuous Delivery 2.0
Continuous Delivery 2.0
May 30, 2024 · Artificial Intelligence

Meta’s TestGen‑LLM: AI‑Driven Automatic Unit Test Generation for Kotlin Code

In 2024 Meta introduced TestGen‑LLM, an AI‑powered tool that automatically generates Kotlin unit tests using large language models, improving test coverage through a multi‑stage pipeline of candidate generation, compilation filtering, execution filtering, coverage validation, refactoring, and engineer review, with reported coverage gains across Facebook and Instagram codebases.

AIKotlinLLM
0 likes · 6 min read
Meta’s TestGen‑LLM: AI‑Driven Automatic Unit Test Generation for Kotlin Code
Top Architecture Tech Stack
Top Architecture Tech Stack
Apr 1, 2024 · Artificial Intelligence

Advanced GitHub Copilot Techniques: Generating Tests, Q/A Dialogues, and Chat Window Management

This article provides a detailed guide on using GitHub Copilot's advanced features—including generating unit tests via the /tests command, interacting through Q/A style prompts, and expanding the Copilot Chat window—while also offering practical tips, warnings, and subscription information for the AI coding assistant.

AI coding assistantArtificial IntelligenceGitHub Copilot
0 likes · 6 min read
Advanced GitHub Copilot Techniques: Generating Tests, Q/A Dialogues, and Chat Window Management
DevOps
DevOps
May 10, 2021 · Backend Development

Automated Unit Test Generation for Exception Recall in C/C++ Services

This article presents a white‑box, unit‑test‑driven approach for automatically generating C/C++ test cases that detect and recall runtime stability issues, detailing problem analysis, solution design, code‑analysis, test‑data generation, code generation, failure analysis, and deployment results across large‑scale backend modules.

C++fuzzingsoftware reliability
0 likes · 19 min read
Automated Unit Test Generation for Exception Recall in C/C++ Services
Baidu Intelligent Testing
Baidu Intelligent Testing
Jan 6, 2021 · Backend Development

Automated Unit Test Generation for Exception Recall in C/C++ Backend Systems

This article presents a comprehensive approach to automatically generate unit tests for C/C++ backend services, leveraging static code analysis, white‑box techniques, and fuzzing to create high‑coverage test cases that proactively detect stability issues without manual effort.

C++fuzzingsoftware reliability
0 likes · 20 min read
Automated Unit Test Generation for Exception Recall in C/C++ Backend Systems