01Isolated fixture generation to prevent test interdependencies
02Standardized naming conventions using the should_X_when_Y pattern
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04Framework-specific test generation for Jest, Pytest, Go, and RSpec
05Comprehensive edge case detection for nulls, boundaries, and concurrency
06Automated validation to ensure tests fail for the correct architectural reasons