As applications grow, developers need structure beyond “it works.”Layered architecture introduces a clear flow for data and logic.It helps teams reason about code with less mental overhead.
Decode Trail Latest Questions
My LWC works smoothly when testing with small datasets, but performance drops noticeably with real production data. Page loads become slower and interactions lag. I’m not doing anything obviously heavy on the client side. I’m trying to understand where the ...
Flows worked before deployment but not after. I want to understand why.
I’ve already removed SOQL queries and DML operations from loops in my Apex code. Despite that, I’m still hitting limits in real production scenarios with large datasets. The logic itself isn’t very complex, but the limits seem easy to hit. ...
Test classes that were once simple now require extensive setup and complex assertions. Small changes in automation break multiple tests. Maintaining coverage feels increasingly expensive. I want to understand why this happens and how teams manage it.
Some business logic exists in both Flows and Apex, and conflicts occasionally arise. Records end up in unexpected states. Debugging feels difficult because execution spans multiple layers. I want to understand why this happens.