Cloudflare AI Gateway adds automatic retry capability at gateway level
Source: https://developers.cloudflare.com/changelog/post/2026-04-02-auto-retry-upstream-failures/
News
Cloudflare AI Gateway now supports automatic retries when upstream providers fail. The feature allows configuration of retry count (up to 5 attempts), delay between retries (100ms–5 seconds), and backoff strategy (Constant, Linear, or Exponential), with per-request header overrides. This eliminates the need for client-side retry logic implementation and works transparently across all requests through the gateway.
Why it matters
This capability reduces operational burden on applications that do not control their client implementations or cannot manage retry logic on the caller side. For LLM and agent workloads proxied through AI Gateway, automatic retries improve resilience against transient upstream failures without requiring middleware changes. The feature complements Dynamic Routing for complex failover scenarios involving multiple providers, positioning AI Gateway as a more complete observability and resilience layer for agentic traffic. For publishers and platform operators integrating AI Gateway, this lowers the barrier to reliable request handling in high-variability inference environments.