DeepRealIO

Engineering Insights

Articles and guides from the DeepRealIO engineering team on distributed systems, observability, and production engineering.

HK
Henry Kiprotich
Systems Engineer

Observability Patterns for Distributed Systems

Practical patterns for tracing, metrics, and logging to make distributed systems debuggable and reliable.

May 10, 2026·6 min
KW
Kennedy Wambua
Data Engineer

Designing Resilient APIs: Lessons from Production

Techniques for graceful degradation, idempotency, and contract evolution when building public APIs.

Feb 28, 2026·8 min
SM
Sammy Musyoki
Fullstack Software Engineer

Observability vs Monitoring: Choosing the Right Tool

A practical comparison and how to pick the right approach for different stages of product maturity.

Nov 12, 2025·5 min