Why Single-Provider AI Clients Break Under Load and How to Route Around Them

After back-to-back AI outages — DeepSeek refunding users for its second disruption in three days and Yandex restoring most services following a major failure — this post breaks down why single-provider AI clients buckle under load and walks through concrete multi-provider routing, queueing, idempotency, and graceful-degradation patterns.