Predictions affect business decisions.Stakeholders ask “why” a lot.Raw probabilities aren’t helpful.Trust is fragile.
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Training loss decreases smoothly.Validation loss fluctuates.Regularization is enabled.Still, generalization is poor.
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Not every Salesforce use case requires an advanced decision engine.Some teams adopt BRE too early or for overly simple logic.Understanding the right fit prevents unnecessary complexity.
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.
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Everything works in staging, but production authentication fails.Tokens are issued, yet validation breaks unexpectedly.I’m unsure what environment differences to check first.
