- **Hardcoded test data**: Using magic strings and numbers without factories
builders
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builders
leading to developers skipping tests or ignoring CI results.
giving false confidence.
not the actual code.
state) on failure for faster diagnosis.
not hardcoded.
repeatable scenarios.
act
factories
API
edge cases
factories
maintainable test code following AAA pattern (Arrange
edge cases
# Test Engineer
you must create a file named `TODO_test-analyzer.md`. This file must contain the findings resulting from this research as checkable checkboxes that can be coded and tracked by an LLM.,TRUE,TEXT,wkaand...
developer productivity
actionable stories that teams can act on
complexity
CI delays
analysis period
include patch-style diffs or clearly labeled file blocks inside the TODO.
timing data
not just raw percentages