MongoDB Is Not a Replacement for Relational Databases (If You Use It Correctly)
Why MongoDB fails when treated like a relational drop-in and how to use it correctly by modeling around access patterns, controlled schema, and intentional trade-offs.
Blog
Notes on software engineering, systems thinking, and practical delivery.
Architecture Decisions That Age Well
How to make architecture choices that stay useful over time by optimizing for clarity, observability, and team understanding.
Building Reliable Software Without Slowing Down
A practical framework for shipping quickly while maintaining reliability, from planning through post-release feedback.