SystemFlow
Review

AI Architecture Review

Ask an AI reviewer about your canvas.

architecture reviewgrade B−
HIGHSingle-AZ primary database - no automatic failover8.6
MEDPayments has no circuit breaker on downstream calls6.1
MEDCache stampede risk under cold-start traffic5.4
LOWQueue lacks dead-letter routing3.2

A Claude-powered assistant reads your live canvas - nodes, edges, and simulation metrics - and answers questions about it directly: single points of failure, missing layers like caching or load balancing, and the reliability, scaling, and cost tradeoffs of what you have drawn.

Grounded in your canvas

The assistant sees your actual nodes, edges, and simulation results, not a generic checklist.

Concrete suggestions

Recommendations name specific technologies and explain the tradeoff, not just "add redundancy."

Ask anytime

Bring it into any conversation about your architecture - it is a chat, not a one-time scan.

Capabilities

Everything you need, nothing you don't.

  • Single point of failure detection
  • Missing-layer suggestions (caching, load balancing, observability)
  • Reliability, scaling, and cost tradeoff discussion
  • Reads live simulation metrics when available

Ready to see what fails first?

Start modeling your infrastructure today, or talk to our team about an enterprise rollout.