Engineering Insights

Deep dives into architecture, AI, and enterprise software delivery.

Why naive RAG fails in production and how we implement graph-based retrieval for higher accuracy context injection.

Distributed monoliths, shared databases, and other common pitfalls when migrating from a monolithic architecture.

Decoupling business logic using event sourcing to create ERP systems that can adapt to changing operational workflows.

How to quantify the velocity gains and consistency improvements from investing in a robust component library.