How to Test Multilingual and Contextual Memory for Intuitive Voice AI Agents

Dec 29, 2025 · 17 min read · How to Test Multilingual and Contextual Memory for Intuitive Voice AI Agents TL;DR Most multilingual voice agents fail when context switches languages mid-conversation or memory bleeds between sessions. Build a test harness using VAPI's conversation ...