Tag: Machine Learning

• Mobile App Agentic Patterns

  

  I’ve been building mobile apps that leverage LLMs for almost four years, and the hardest lessons didn’t come from prompts—they came from the phone itself. Mobile copilots feel inevitable: we already live in our messaging apps, and text is the most natural UI we have. But building copilots on a device that’s both highly privileged…

  juancavallotti

  March 12, 2026

  Machine Learning, Technology, Software Engineering

  Machine Learning, open source, experience, Software Engineering, Technology, ai, artificial-intelligence, llm, chatgpt

• Reference Architecture: An Agentic CLI Application

  

  While writing the previous post in this series, I hit a very unglamorous problem: my laptop disk was full. Not “almost full”. Full enough that everything started to feel brittle. I did what I always do: open a couple of folders, run a few du commands, check caches, look for the usual suspects, delete stuff,…

  juancavallotti

  March 2, 2026

  Machine Learning, Software Engineering, Technology

  ai, artificial-intelligence, chatgpt, cli, github, llm, Machine Learning, nlp, open source, reference architecture, Software Engineering, Technology

• Building Self-Hosted AI: Connect 4 Game Insights

  

  The author has created a Lab section on their website to share technology experiments, including a self-hosted Connect 4 game featuring AI. The game allows human players to compete, providing data for improving the AI. Utilizing Google Cloud tools, they established a reliable deployment architecture that captures realistic gameplay and enhances machine learning model training.

  juancavallotti

  October 20, 2025

  Machine Learning, Software Engineering, Technology

  ai, artificial-intelligence, Machine Learning, personal growth, Software Engineering, Technology, writing