Azure
Azure security focused on proactive defense.
Zero-trust patterns matured.
Incident prevention improved.
.NET
.NET resilience patterns improved fault tolerance.
Observability tooling matured further.
System reliability increased.
ML.NET
ML.NET experimentation stabilized organization-wide.
Model versioning was standard.
Production ML maturity was evident.
Angular
Angular maintainability efforts reduced debt.
Refactoring benefits were clear.
UI consistency improved.