Challenges in Maintaining Knowledge Base for Voice AI Coaching Agents

Bemaitis · reddit · 2026-08-24

A developer discusses the difficulties of maintaining a knowledge base (KB) for a voice AI coaching agent. As more tips are added to address various KPIs, the KB becomes bloated and contradictory, causing the agent to lose context in complex scenarios and revert to generic advice. The key question is how to manage KB growth while enabling the agent to identify gaps and request missing information.

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