From productivity to Software Engineering effectiveness
I suggest to focus on software engineering effectiveness rather than productivity. Key dimensions are code quality, automated testing, and collaboration.
Tag Software quality metrics
Software quality metrics
How to Measure Software Quality
To measure software quality, consider quantitative metrics and qualitative assessments, based on reliability, performance, security, maintainability, usability.
Fault tolerance actionable failure metrics
The capacity to withstand a fault without failure is fault tolerance. Monitoring and measuring failure metrics is key to understand what is going on.
Software quality in software engineering
In Software engineering, quality is defined as building software correctly and meeting specifications; basically, what the customer has requested.