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Budget caps, model routing, and cost control.

Practical guides on hard budget caps, per-project attribution, BYOK gateways, and routing models on price instead of guesswork.

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LLM Caching Strategies: Cache Design for Lower Token Bills

Cost control

Aug 17, 20267 min read

LLM Caching Strategies: Cache Design for Lower Token Bills

LLM caching strategies beyond prompt caching: semantic caching, cache key design, TTLs and invalidation, and how to measure hit rates and real savings.

#LLM caching #semantic cache #cost control

Semantic Caching: Cut LLM Costs 30-50% on Repetitive Workloads

Cost control

Aug 13, 20266 min read

Semantic Caching: Cut LLM Costs 30-50% on Repetitive Workloads

Semantic caching explained: how meaning-based response caching cuts LLM costs 30-50%, with the patterns that make it safe for production.

#semantic caching #LLM caching #AI cost optimization