Tech Droid Academy - Scaling Agentic AI Locally Moving from managed APIs to local power $3,000 Hardware Budget 64GB Unified Memory 24/7 Runtime Goal Section I The Shift to Local Intelligence I am moving my workflow toward agentic AI. My latest project, Droid Academy, is consolidating various custom tools—like my Blog Helper—into a unified environment driven by autonomous agents. This isn't just about automation; it's about shifting how I interact with the digital world. The Limits of the Cloud As I integrate these agents, the constraints of current cloud services have become impossible to ignore. I am currently hitting the upper limits of both free-tier Gemini and Claude Pro on a daily basis. When your tools start hitting hard API caps, you stop iterating and start managing quotas. The Path Forward To maintain a 24/7, high-intensity workflow, I need to bring the compute in-house. My plan is to transition to a local Large Language Model (LLM) environment. Component Target Spe...
An introspection and ongoing dialogue with myself on how to live simple in this modern, materialistic society.