AnalysisDevelopersAugust 28, 2026

Twilio engineer details LLM gateway architecture and fallback lessons

Kanish Manuja explains why streaming commits you to a provider—tokens already sent cannot be recalled—so fallbacks must be designed accordingly. He covers gateway architecture, tradeoffs, and hard lessons from production.

Featured · Kanish Manuja

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