Quinn Favo — Technical Articles https://consultant.quinnfavo.com/articles Technical articles on AI infrastructure, DevOps, local LLMs, and Wear OS development by Quinn Favo. en-us Fri, 12 Jun 2026 00:00:00 GMT Deploying Llama 3 8B on Consumer Hardware https://consultant.quinnfavo.com/articles/local-llama-3-deployment https://consultant.quinnfavo.com/articles/local-llama-3-deployment A practical guide to deploying Llama 3 8B on consumer hardware with attention to memory pressure, runtime settings, and inference stability. Fri, 12 Jun 2026 00:00:00 GMT AI Infrastructure Optimizing Recomposition in Wear OS Compose https://consultant.quinnfavo.com/articles/wear-os-compose-performance https://consultant.quinnfavo.com/articles/wear-os-compose-performance Performance tips for Wear OS Compose apps, including state isolation, recomposition boundaries, and UI decisions that preserve battery life. Fri, 12 Jun 2026 00:00:00 GMT Wear OS Kotlin RAG Architecture Patterns for Enterprise https://consultant.quinnfavo.com/articles/rag-architecture-patterns https://consultant.quinnfavo.com/articles/rag-architecture-patterns A concise overview of enterprise RAG architecture patterns with attention to data boundaries, retrieval quality, and operational simplicity. Fri, 12 Jun 2026 00:00:00 GMT AI Architecture