Article Series: 👉 Part 1: My Journey Through the Desert (From Terminal to GPU) 👉 Part 2: Sovereignty, Artisanal RAG, and the Rise of Agents (You are here) 👉 Part 3: Vibrisse Agent, Anatomy of a Custom Cockpit (Coming Soon) Disclaimer & Context: Just like in the first installment, this article is based on my daily use with a MacBook Pro M1 Pro (32 GB RAM) and VS Code. The goal here is to explore the technical and methodological transition from using a simple conversational model to a truly sovereign agentic ecosystem. In my previous article, I shared my hardware reconciliation with local AI thanks to recent optimizations and quantization. But once the engine is running locally, what exactly do we do with it? Do we just chat? At first, we all go through the "naive" approach: we install Ollama or LM Studio, download a model, and use it raw in a terminal or a classic chat interface. It’s fascinating for the first few hours, but you quickly hit a glass ceiling.…