📰 Dev.to · Robin

"A distributed workflow model with invariants, replay rules, failure injection, and acceptance properties."

Model the duplicate delivery created by an expired relay lease and define the invariants consumers must preserve.

A distributed-systems protocol for verifying that a multi-provider AI gateway preserves task semantics when quotas trigger model fallback.

Make compensation idempotent when its success response disappears and the triggering message returns.

Throughput gains become architecture evidence only after the workload, bottleneck, queueing behavior, and failure tradeoffs are declared.