AI Architecture in Salesforce: Agents and Org Maturity
Each article answers one question about AI agents and AI coding agents in a Salesforce org, or about assessing the org itself.
AI in Salesforce
Customer-facing AI agents and AI coding agents both depend on how your org is set up. These articles show which groundwork each kind of agent needs.
Salesforce AI: Agentforce, Options and Prerequisites
You can use Salesforce AI through Agentforce, AI coding agents or custom AI pipelines. All three routes need the same foundation in your org.
Salesforce AI Engineer: replacing admins and developers?
How Salesforce teams guide AI coding agents with org context, scoped access and tested changes. A practical definition of the Salesforce AI Engineer role.
AI Coding Agents and Current Flow Best Practices
AI coding agents often reuse outdated Salesforce Flow patterns. Learn why this happens and how project instructions and org context improve their work.
Org assessment
A Health Check, an Org Check and an AI analysis each answer a different question about your org. These articles compare them and show how a reproducible assessment turns findings into a roadmap.
What a Salesforce Health Check Doesn't Tell You
A Salesforce Health Check scores security settings against a baseline. It says nothing about your data model, automation, or your readiness for AI agents.
Salesforce Org Check vs. AI Analysis
An AI model reviewing your Salesforce org returns a different answer each run. A reproducible Salesforce Org Check gives one comparable result you can track.
What Is Salesforce Technical Debt? A Practical Definition
Salesforce technical debt makes every change slower. Where it comes from, how to spot it, why AI agents amplify it and how teams pay it down sprint by sprint.