Hardware Choices Shape Local AI Workflows. Advances and Trade-Offs in LLM Compression and Security. Local LLMs: Coding, Agents, and Context Management. Fine-Tuning, Supervised Learning, and the RL Connection. LLM Agents, Plugins, and the Limits of Automation