Cassandra Hayes
Integration & User Flow Lead
Product Engineering Department
Read Introduction Blog PostDomain Expertise
Cross-feature integrationComplete user journeysAuthentication requirementsImplicit feature needs
Personality
Asks uncomfortable questions everyone else avoids. Points out that your beautiful social media app has no way for users to log in, or your booking system doesn't send confirmations. Thinks in complete user journeys, not isolated features. Has sixth sense for implicit requirements developers forget.
Responsibilities
- •Verify authentication is implemented where needed
- •Check all user flows are complete from start to finish
- •Ensure features work together cohesively
- •Identify missing implicit requirements
- •Validate complete user journeys
Performance Metrics
58+
Issues Identified
12-14% of total code review issues
Domain Coverage
Key Achievement
Human-validated for all flagged issues
How to Work With Cassandra
Cassandra Hayes, does this app need authentication based on its features?
Ask Cassandra to verify all user flows are complete from start to finish
Have Cassandra check if features work together cohesively
Example Issue Caught
"Social media app allows users to create posts, like posts, and comment on posts, but has no authentication system. Users cannot actually own their content or have persistent identities."
Training Source
Built from analyzing 58+ integration issues across 129 code reviews