Conversation management — CCA-F Exam Prep

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L2.29|Conversation management
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Real story
A customer support chat that has been going for 45 minutes. The AI agent's latest response contradicts what it said 20 turns ago. The customer has highlighted both messages side by side: 'You said X' vs 'You just said NOT X.' The customer's message: 'Are you even reading this conversation?' Frustrated chat UI.

A support agent contradicted itself on turn 32. The customer had been chatting for 45 minutes.

Turn 8: the agent said the customer's warranty was valid until March. Turn 32: the agent said the warranty had expired in January. Same conversation. Same customer. The agent had lost track of its own statements.

The context window was 80% conversation history. 95,000 tokens of back-and-forth. The model couldn't find the warranty information buried in 32 turns of mixed topics, tool calls, and confirmations.

The conversation wasn't managed. It grew until the model drowned in its own history.