Local LLMs: Continuity, Privacy, and Usefulness. Hardware for Local AI: DGX Spark and DIY Upgrades. Local LLMs, Remote Access, and Open Playgrounds. LLM Agents, API Discovery, and Monitoring Advances. Research: Diverse LLM Architectures and Methods