by Robert Sarvis | Dec 24, 2025 | Featured, Insights |
The Results Let me start with the punchline: Metric Base Phi-3-Mini After 60 Hours Training Delta Pass@10 100% 0% -100% Overall Pass Rate 60% 0% -60% Total Solutions 18/30 0/30 -18% I did not just fail to improve the model. I took a working Go code generator and... by Robert Sarvis | Dec 16, 2025 | Featured, Insights |
Running a Local Inference Server on a Budget: Is It Actually Possible? After blowing through 25 million tokens in just two weeks on a project using Factory.ai’s Droid tool, not including the 0.25x multiplier, I started seriously questioning the economics of... by Robert Sarvis | Nov 24, 2025 | Featured, Insights |
My two favorite technologies are Mobile and Golang. It might sound like an unusual combination, but I completely disagree. There is a powerful tool called GoMobile that brings these worlds together. GoMobile takes advantage of Go’s interoperability with native mobile... by Robert Sarvis | Oct 31, 2025 | Featured, Insights |
Breaking Free from AI Lock-In: Testing Droid by Factory AI vs Claude Code and Copilot CLI Claude Code made waves when it first released. It was one of the first tools designed to let you build an entire app without ever opening your IDE. Whether that’s advisable or... by Robert Sarvis | Sep 30, 2025 | Featured, Insights |
I originally planned to write about Apple OS 26’s new FoundationModels, but what really stood out in this release were the AI-powered features in Xcode 26. For years, Apple’s attempts at AI coding support were, frankly, lackluster. This update changes the story. The... 