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Decode Trail Latest Questions

Asked: June 1, 2026In: Salesforce

Why do sharing rules become harder to reason about over time?

Arman Tsarukyan
Arman TsarukyanBegginer

Initially, our sharing model was straightforward and easy to explain. As more roles, teams, and exceptions were added, it became difficult to predict who can see what. Even admins struggle to explain access behavior now. I want to understand why ...

sharing-security
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Asked: April 1, 2025In: Salesforce

Why do Salesforce Flows become hard to maintain as automation grows?

Huang
Huang

We started with a few simple record-triggered Flows, and they worked well initially. Over time, more conditions, paths, and updates were added to handle new requirements. Now debugging and updating these Flows feels risky and time-consuming. I’m trying to understand ...

Salesforce Flows
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Asked: June 6, 2026In: Salesforce

Why do Salesforce integrations work initially but become unstable over time?

Maria Laguerta
Maria Laguerta

An external system integrates with Salesforce using REST APIs and works fine at first. As usage increases, failures start appearing—timeouts, partial updates, or API limit issues. Nothing major changed in the code. I want to understand why integrations degrade over ...

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Asked: May 9, 2026In: Salesforce

Why do Salesforce reports become unreliable as business logic grows?

Arman Tsarukyan
Arman TsarukyanBegginer

Our reports were accurate when the org was simple, but over time they’ve started giving inconsistent or confusing results. Multiple formula fields, record types, and automation now influence the same data. Different users also report seeing different numbers. I’m trying ...

reports-dashboard
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Asked: June 2, 2026In: Salesforce

Why are my Salesforce reports showing incorrect totals?

Richard Stevenson
Richard Stevenson

incorrect display total

reports-dashboard
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  • 1 Answer
  • 9 Views
Asked: May 15, 2026In: Salesforce

Why does Salesforce automation cause unexpected recursion?

Aaditya Singh
Aaditya SinghBegginer

Records update repeatedly without obvious loops. I want to understand why recursion happens.

Salesforce Flows
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Asked: May 23, 2026In: Salesforce

How does the Repository layer improve data access and security in Apex?

Sambhav Prajapati
Sambhav Prajapati

SOQL queries are often scattered across controllers and services.This duplication increases maintenance effort and security risks.Centralizing access simplifies long-term management.

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Asked: May 23, 2026In: Salesforce

Why does my Salesforce test class pass locally but fail in CI deployment?

Charlotte James
Charlotte JamesBegginer

CI deployment

ci deploymenttest-classes
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Asked: May 29, 2026In: Salesforce

Why do Salesforce integrations create duplicate records unexpectedly?

James Smith
James SmithBegginer

Our integration uses upsert logic, but duplicates still appear occasionally. External IDs are configured, and the payload looks correct. The duplicates are rare but disruptive. I want to understand why this still happens.

salesforce-integration
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Asked: May 26, 2026In: Salesforce

What does it mean to design a Salesforce solution for real usage rather than ideal demos?

Mark Stevenson
Mark Stevenson

Demo orgs usually assume perfect data, linear flows, and cooperative users.Production orgs rarely behave this way once real pressure, volume, and edge cases appear.Many Salesforce issues surface only after go-live, not during demos.

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  • 1 Answer
  • 15 Views
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