Patterns
Higher-level engineering approaches and architectural patterns. Sync pipelines, audit logging, validation flows, processing stages.
Designing a Reversible Data Fix in SQL Server
A repeatable approach for production-safe updates with verification and rollback.
Designing Integration Pipelines That Fail Safely
A practical approach to building integration pipelines that prevent bad data from reaching downstream systems.
Why Status Tables Fail Operations Teams
Why simple status fields rarely communicate system state clearly, and how staged models improve operational clarity.