Moonborn — Blog
Technical deep dives
Posts in the technical deep dives category.
- Technical deep dives · May 14, 2026
How drift detection works
Every chat reply gets scored against the persona's voice fingerprint. Below the threshold ships; above it alerts. Here's what's inside the score.
- Technical deep dives · May 10, 2026
Inside the six-step generation pipeline
What happens between `POST /v1/personas` and the response — six steps, two LLMs, an audit pass, and the post-generation jobs that don't block the response.
- Technical deep dives · May 9, 2026
Voice fingerprint embeddings — what's actually inside
Fifty short-scenario completions, embedded with voyage-3-large, averaged to one vector. The reasoning behind each choice and what it means for production drift detection.