February 17th, 2026

Better Persona Chat

A new multi-step chat pipeline makes persona responses more consistent, relevant, and useful.

This release introduces a new multi-step chat flow for personas, designed to make conversations feel smarter, more focused, and more useful from the very first message.

Multi-step chat pipeline

Persona chat now runs through a staged process instead of a single pass. This helps responses stay on track, preserve persona consistency, and maintain stronger alignment with each profile's voice and intent.

For users, this means better first drafts, fewer "that feels off" responses, and less time rewriting prompts to get what they need.

More consistent output quality

We refined prompt orchestration and supporting chat logic to reduce uneven answers and improve reliability across different prompts, contexts, and interaction styles.

The result is a chat experience that feels more dependable and easier to build momentum with, especially in longer or more complex sessions.

Other improvements

We added supporting debugging and iteration hooks during rollout to speed up quality tuning and issue resolution, so improvements can ship faster as usage patterns evolve.