Reliability

Diagnose AI agents that repeatedly call tools, revisit the same state, or fail to converge on a result.

A production design case for decoupling asynchronous workloads with durable messaging, retries, idempotency, and observability.

A design case for highly resilient APIs with explicit failure domains, traffic management, data strategy, and recovery objectives.