AI Voice Agent Architecture: What I Learned Building the Same Agent Three Times

I built the same production voice agent three times. The orchestrator collapsed under coupling, server-gated turns created dead air, and the third architecture — where the realtime model owns the conversation — is the one that survived. Pros, cons, and diagrams of all three.

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Read more about the article Why AI Software Development Breaks Traditional Software Engineering
Fix one prompt — re-test everything.

Why AI Software Development Breaks Traditional Software Engineering

Fixing an AI bug isn't like fixing a regular bug — every prompt change ripples through the whole system. Why AI software development needs a new kind of regression testing, and why traditional software engineering doesn't apply.

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