AI Can Write the Test. Your Team Owns the Maintenance

Short summary

AI dramatically lowers the cost of writing test automation first drafts, but the real cost begins once tests enter the repository. Teams must evaluate whether generated assertions are meaningful, selectors are durable, and failures are diagnosable. When generation becomes nearly free, restraint and rigorous review of test intent become more important than ever.

• •AI makes test creation cheap but increases maintenance burden
• •Generated tests often fail in CI due to missing operational context like browser config, data state, and environment constraints
• •Teams should review test intent first, then measure suite health metrics such as real-defect rate and diagnosis time

Generated with AI, which can make mistakes.