Local AI Hardware Scaling Dilemma. Local Agentic Coding: Tools & Models. Agent Frameworks: Open, Flexible, Powerful. Modern AI Model Packaging: From Chaos to Reproducibility. Open-Source Image Generation: Usability, Specialization and Consistency