Key dimensions of product quality in engineering management.

Codebase Health

Maintaining a healthy, readable, and well-structured codebase.

Testing

Comprehensive testing strategies at unit, integration, and end-to-end levels.

Monitoring

Observability, alerting, and understanding system behavior in production.

Documentation

Keeping documentation current, useful, and accessible.

Innovation

Creating space and processes for innovation within engineering teams.

Security

Building security into the development lifecycle.

Data Science

Leveraging data for product decisions and quality improvements.

Prioritization

Frameworks for deciding what to build and what to fix.

Incident Handling

Processes for responding to and learning from production incidents.