Category: AI Performance
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AI API Timeout and 500 Errors: A Production Retry Strategy That Avoids Duplicate Charges
Last reviewed: August 30, 2026. API interfaces and product settings change; verify current official documentation before production deployment. An AI API timeout retry can improve reliability or create duplicate work, duplicate tool side effects, and extra charges. Production systems need separate deadlines, error classification, idempotency, backoff, circuit breaking, and a clear recovery policy. In this…
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How to Reduce OpenAI API Latency: 10 Production Techniques
Reduce OpenAI API latency with model selection, shorter outputs, streaming, caching, parallel calls, connection reuse, timeouts, and production tracing.