Topic
#testing
2 articles exploring testing. Expert insights and analysis from our editorial team.
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Articles
Newest first
Developer Tools
MR-Coupler: Automated Metamorphic Test Generation via Functional Coupling Analysis
MR-Coupler uses LLMs to identify functionally coupled method pairs and generate metamorphic test oracles automatically. Accepted to FSE 2026 in March 2026.
Agents & Frameworks
AI Testing Automation: Agents That Write and Run Tests
AI agents can now generate, execute, and maintain test suites with minimal human intervention. While unit tests and regression suites achieve 60-80% automation rates, exploratory testing and complex business logic validation still require human oversight.