Topic Cluster // 4 Articles
System Design
01
How to Design Cost Efficient Architecture for LLM Serving
I watched a client burn $180,000 in three weeks. Not on fine-tuning. Not on failed experiments. On serving a single model that could have been 87%% cheaper wi...
02
How to Design Cost-Efficient Neural Network Architecture
The AI cost winter is here. In 2026, I'm seeing companies spend $80,000 a month on inference for models that barely outperform a well-tuned logistic regressi...
03
How to Design Cost Efficient RAG Pipeline
You know what burns? Watching a production RAG system with 12,000 users rack up a $90,000 monthly inference bill. I saw this exact scenario play out with a l...
04
How to Measure Cost Efficiency in System Design
The first time I watched a production RAG pipeline burn through $40,000 in one month, I knew the problem wasn't the model. It was the design. That was March ...