How does Merge Mind's async operations and caching improve performance?

Merge Mind is described as performance-optimized through smart caching, async operations, and intelligent batching, all aimed at keeping review latency low despite depending on slow, external calls.

• Async operations, enabled by FastAPI's native support, let the service handle multiple merge requests concurrently instead of blocking on one slow GPT-4 or Qdrant call at a time
• Caching avoids repeating expensive work, like re-embedding code that hasn't changed since the last review
• Intelligent batching groups related calls together rather than firing many small requests individually

Together these keep the system responsive even under load from multiple simultaneous merge requests across different projects.

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