Writing
Technical posts from building Substrate Wire — pipeline engineering, model swaps, system design.
When Your LLM Refuses in Production: Defense-in-Depth and the A/B Before the Flip
MiniMax refused a Shadow War briefing mid-production. Here is how I caught it, measured it, and migrated to a local model with quantified A/B evidence — not gut feel.