Being Productive with Open Models
Published by Self-published · Tech
A practical guide to using open models with Opencode, PI, and Hermes for AI-assisted development.
Who this book is for
Developers and technical professionals who want a capable, low-cost AI stack without a proprietary subscription, including privacy-first developers, cost-conscious builders, and curious generalists comfortable with a terminal. A GPU is not required.
Table of contents
- What Is the Open-Weight Movement
- The Model Families
- The Agent Way of Working
- Inference Runtimes
- Cloud-Hybrid Access
- Agent Harnesses
- The Open Model Field Guide
- Research and Documents
- Coding and Code Review
- Building Websites with Open Models
- Building Desktop Applications with Open Models
- Building Your Personal Open Model Stack
Excerpt
The question that started this book was simple: what happens when the API credits run out? I had been using proprietary AI coding services daily for months. The workflow was good. The productivity gains were real. Then I got a bill that made me think seriously about what I was actually depending on. Not the model, not the workflow, but a specific company's pricing decisions, rate limits, and uptime SLAs.
