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AI & LLMs

Model systems, RAG, agents, evals and inference infrastructure.

TypeEverythingQuestions2Drills1Blogs1News21
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1 item at advanced level · all topics

  • QuestionAI·advanced·7 min+50 XP

    Your LLM feature costs $40k/month and is growing 30% monthly. Leadership wants it cut by 70% without hurting quality. What do you do?

    Most LLM spend goes on tokens that never needed generating, requests that never needed a frontier model, and identical prefixes reprocessed on every call. Measure where the money actually goes first, then attack caching, routing and prompt size before anything as drastic as self-hosting.

    #LLM#Cost#Inference#Caching