Azure
Azure mid-year reviews emphasized operational discipline.
Automation reduced manual interventions.
Monitoring visibility improved.
.NET
.NET services scaled efficiently.
Tracing practices matured.
Cross-platform confidence increased.
ML.NET
ML.NET production usage grew steadily.
Model lifecycle governance strengthened.
ML outputs aligned with KPIs.
Angular
Angular reliability remained strong.
Code refactoring improved clarity.
UI standards remained consistent.