Reliability engineering
Turning Production Systems Into Observable Systems
Representative engineering work
Diagnosing failures that cross application and infrastructure boundaries.

Context
A representative reliability scenario for a distributed system whose application and infrastructure signals need to be understood together.
Challenge
Operational information was fragmented across services and infrastructure, making system-level failures difficult to trace.
Engineering Approach
Standardize telemetry collection and connect application and infrastructure signals around a shared operating view.
Architecture / Technical Decisions
Collect structured logs, service and infrastructure metrics, and trace context with shared identifiers; shape dashboards and alerts around operator decisions rather than raw signal volume.
Continue through the system
View all workReliability engineering
Diagnosing a Cross-Layer Production Problem
Investigating intermittent failures across application, data, platform, network, storage, and infrastructure boundaries.
Software Modernization
Modernizing Legacy .NET Without a Big-Bang Rewrite
Moving .NET Framework applications toward modern .NET while preserving working business behavior and production continuity.