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testing and quality assurance

2 articles · 3 co-occurring · 0 contradictions · 99 briefs

Start small with real failures: 20–50 test cases from actual bugs/examples." — Article recommends a pragmatic testing approach using real failure cases as test data, specifying concrete test case volu

Related concepts
measurement and observability 1 code generation 1 agent evaluation frameworks 1
Signal history
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Evidence chain (2 articles, showing 2)
@shao__meng: 构建 AI Agents 容易，真正知道它们是否"可靠工作"却很难，一起看看 @_philschmid 5 条 AI Agents 评估实用建议 supports

Start small with real failures: 20–50 test cases from actual bugs/examples." — Article recommends a pragmatic testing approach using real failure cases as test data, specifying concrete test case volu

@slow_developer: there's no need to write code from scratch supports

[INFERRED] "in many projects, tests are the most valuable part of the codebase" — Article argues for elevated importance of test suites in projects using AI code generation, supporting the concept tha

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