Prompt quality for a reliable voice ai deployment ?

Hello Gen AI,

I have deployed multiple voice ai solutions and one thing consistently keeps coming is the prompts work great for shorter conversation duration, let us say 12-15 turns. In minutes ~3 minutes.

But as the conversation lengthens, an am specifically referencing gpt 4o, the conversation context starts to fade. Lets say its not a local llm or a smol, which can have latency advantages, so I have to stick to single prompts.

Whats your strategy for a reliable and predictable deployment ?

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