Cassandra Hayes avatar

Cassandra Hayes

Integration & User Flow Lead

Product Engineering Department

Read Introduction Blog Post

Domain 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

Sequential Workflow