Improving Unit Tests with AI: Meta's TestGen-LLM Tool Boosts Test Coverage and Code Quality
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6 ماه پیش
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The post discusses Meta's TestGen-LLM tool, which uses Large Language Models to automatically improve existing human-written tests. The tool was successfully deployed at Meta test-a-thons for Instagram and Facebook platforms, resulting in improved test coverage and acceptance by software engineers. The comments highlight issues with focusing solely on test coverage metrics, the challenges of maintaining code quality, and the use of mutation testing to improve test effectiveness. Discussions also touch on the drawbacks of enforcing arbitrary coding rules and the importance of team collaboration in ensuring code quality.
🔗 https://arxiv.org/abs/2402.09171
#AI #Language Model
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The post discusses Meta's TestGen-LLM tool, which uses Large Language Models to automatically improve existing human-written tests. The tool was successfully deployed at Meta test-a-thons for Instagram and Facebook platforms, resulting in improved test coverage and acceptance by software engineers. The comments highlight issues with focusing solely on test coverage metrics, the challenges of maintaining code quality, and the use of mutation testing to improve test effectiveness. Discussions also touch on the drawbacks of enforcing arbitrary coding rules and the importance of team collaboration in ensuring code quality.
🔗 https://arxiv.org/abs/2402.09171
#AI #Language Model
6 ماه پیش
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