Telemetry systems are only useful when engineers can trust and access the data quickly.
At Corrosion Instruments, we built a measurement workflow that combined:
- Angular + AG Grid for large, filter-heavy datasets.
- RxJS for reactive handling of constantly changing signals.
- .NET APIs + Entity Framework for structured domain operations.
- DDD/Clean Architecture to keep the data model and business rules maintainable.
What mattered most
- Design APIs around real reporting tasks, not just raw tables.
- Keep frontend query patterns predictable for large datasets.
- Define clear boundaries between ingestion, query, and export responsibilities.
Takeaway
Performance and maintainability are not trade-offs when architecture and workflow design are aligned early.