BookatlasTwo-Day MuleSoft → Salesforce Bootcamp
17 / 18 · Module 20 — AI-Assisted Requirements, Development, and Testing · filtered: cheatsheet← prev⊞ allnext →

20.12AI architecture reviewer skill

Prompt:

Review this Mule integration design as a senior integration architect.

For every external side effect, identify:

- system of record
- stable business key
- idempotency mechanism
- timeout behavior
- retry policy
- duplicate risk
- ordering risk
- partial failure behavior
- compensation/reconciliation strategy

Also review:
- sync vs async choice
- volume assumptions
- batching opportunities
- N+1 calls
- API contract leakage
- security boundaries
- observability

Do not suggest additional architectural layers unless they solve
a concrete problem.

That final rule stops AI from inventing:

Kafka + 7 microservices

for everything.