Neuroscale Engineering
Deep dives into AI architecture, system design, and production engineering. The stuff that actually runs in prod.
Latest Articles
AI Architecture
LLM Cost Optimization: OpenAI API vs. Self-Hosted DeepSeek V4 and GPT-5.5
Drastically cut your AI application costs by understanding the trade-offs between OpenAI API and self-hosting advanced LLMs like DeepSeek V4. Optimize your RAG system design for scale and efficiency.
10 min read
LLM cost optimizationOpenAI API pricingself-hosted LLM
AI Architecture
Building Efficient RAG Pipelines with Vector Databases
A comprehensive guide to building production-ready Retrieval-Augmented Generation pipelines — from chunking strategies to vector search optimization.
12 min read
RAGVector DatabaseLangChain