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 Xander Schroeder | Dec 17, 2025 | Featured, Insights |
Where We Started Automated UI testing frameworks are critical for maintaining quality in modern web applications. But in practice, they often become too technical and brittle for the teams who rely on them most. In our case, an existing Selenium-based testing... 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 Cody Billings | Dec 4, 2025 | Featured, Insights |
Organizations are under increasing pressure to close security gaps faster than ever. Cyber threats are growing more advanced, and identity compromise remains one of the most common attack vectors. As Microsoft continues its Secure Future Initiative (SFI), a new tool... 
