BookatlasTwo-Day MuleSoft → Salesforce Bootcamp
279 / 279 · Module 20 — AI-Assisted Requirements, Development, and Testing · filtered: code← prev⊞ all

20.32A possible AI workflow

Here's the workflow I'd actually want:

PM story / meeting
        ↓
Requirements Analyst AI
        ↓
business-rules.md
open-questions.md
        ↓
Human/Product approval
        ↓
Mapping AI
        ↓
mapping.csv
        ↓
Architecture AI
        ↓
design.md
        ↓
Human engineering review
        ↓
Implementation AI
        ↓
Mule/DataWeave code
        ↓
Test Designer AI
        ↓
MUnit + integration tests
        ↓
Review agents
 ┌──────┼─────────┐
 ↓      ↓         ↓
Mapping Security Resilience
        ↓
CI
        ↓
QA deployment
        ↓
Automated regression
        ↓
Release readiness AI
        ↓
Human release decision

Notice the AI doesn't replace the Product Manager.

It converts messy human decisions into consistent engineering artifacts.