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Smart Caching

Cache common responses (greetings, FAQs) to cut LLM calls and reduce costs by up to ~70% at scale.

Model Switching

Route simple tasks to efficient models and reserve premium models for complex tasks to optimize cost / performance.

StreamFlow

Stream responses to TTS in real time to reduce latency and create natural conversational pacing.

AutoTest

Automated scenario testing and prompt evaluation to verify agent behavior before releasing to production.