We've shipped twenty-six RAG systems. The ones that survived had eval harnesses on day one.
We've shipped twenty-six RAG systems.
This post is part of the CyberRegnum journal. Full body coming soon. The excerpt above captures the core thesis.
Operational discipline is the AI moat. Models commoditize. Prompts leak. The advantage compounds in operations.
Most AI projects fail at the demo-to-production boundary. Here's how we engineer the handoff so it doesn't.
We have inherited seventeen backend codebases. Fourteen had the same structural problems. Here is what breaks every time and how we fix it.
The difference between an API developers adopt and one that generates support tickets is almost never the functionality. It is the design.