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Showing posts from May, 2026

Droid Academy - Scaling Agentic AI Locally

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...

Custom backup for iPhone on Mac - 256gb Inland SSD

Gear Review Custom Storage for iPhone backups on Mac Repurposing spare components to solve modern storage constraints $0.00 Total Cost ~30 Seconds Assembly 256 GB Initial Capacity ~500 MB/s Speed Table of Contents ① The Inventory Audit ② Performance and Practicality ③ The Modular Strategy Section I The Inventory Audit As I continue researching and preparing to purchase my first external SSD hard drive; likely the Sandisk or Samsung, I wanted to evaluate the practicality of using an external SSD for storing my iPhone backups. I had a spare 256GB Inland SSD that I got for free years ago and it worked decently enough in my now retired 2014 HP laptop.  I also had a Sabrent 2.5" housing for when I upgraded my 2016 HP laptop and combined, creating a complete external SSD solution. And this worked perfectly with my M3 iMac.  I'm now impressed and convinced this would work as a long term solution for iPhone backups on my Mac.  And following the 3-2-1 backup strategy, I have a...