81 / 81 · Module 20 — AI-Assisted Requirements, Development, and Testing · filtered: interview← prev⊞ all
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.