OpenWhispr Proposes Bounded Retry Controls to Prevent Cloud Transcription Overload

A proposed integration design for OpenWhispr addresses how brief network interruptions can trigger synchronized client retries that overwhelm cloud transcription services. The author argues that the main risk is the burst of queued recordings becoming eligible for cloud processing at once, rather than the initial outage itself. The proposal separates local inference, which should remain on-device, from cloud requests, which need explicit admission control and replay policies. It suggests an operator-controlled gateway with shared admission via Redis, plus bounded and explicitly authorized replay to avoid duplicate work and charges. The article notes this is a hypothetical boundary rather than a description of OpenWhispr's current implementation.