Local LLMs: Hardware, Models, and Practical Tradeoffs. Tool Use, Reasoning, and Small Models. IDEs, Coding Agents, and EU AI Frustrations. Model Context Protocols, Tool Calling, and Context Sharing. Domain-Specific and Multimodal Models: MedSigLIP and VLAs