Blog Details

Why evaluation matters

Model-flow systems drift quickly without a repeatable evaluation harness. We treat evals as the backbone of release confidence, not a one-off report.

What we measure

• Task quality and factuality
• Policy adherence and safety outcomes
• Latency and cost per request
• Tool accuracy and retrieval precision

Regression gates

Every change ships through a baseline suite and a targeted regression pack. If a gate fails, we roll back or route to a safer fallback.