Defend

Multi-agent microservices on AWS

“Efficiency” is vague, and healthcare data brings compliance questions.

On your resume

Architected and delivered RAG and multi-agent microservices on AWS, improving workflow-processing efficiency by 60% and establishing reusable service and orchestration patterns.

Cross-questions

4
A strong answer covers
  • Queues or events (SQS, SNS, EventBridge) or HTTP; a shared state store; typed message contracts; idempotency keys.
  • How you’d do it today: MCP for tools and A2A between agents.
Avoid

Not knowing the transport.

A strong answer covers
  • Data minimization, encryption in transit and at rest, HIPAA-eligible services under a BAA, de-identification and access logs.
Avoid

Saying compliance was someone else’s job.

A strong answer covers
  • Throughput or processing time, the baseline, and how it was measured.
Avoid

A percentage with no definition.

A strong answer covers
  • Correlation IDs across agents, distributed tracing, structured logs of every tool call, and replaying failed trajectories.
Avoid

“We checked the logs.”

Your numbers

Interviewers probe numbers first. Write exact values so you never have to improvise.

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