Smart approach layering client-side caching with LLMs cuts latency and cost, but the real challenge is keeping cache freshness and avoiding stale or misleading responses.
Agreed. The real trade-off is between freshness and stability. Without a solid invalidation model, you either serve stale data or lose the benefits of caching.