Streaming Response

Real-time AI response streaming

What it solves

A Streaming Response pattern helps teams create a reliable way to render AI output progressively so users can begin reading or acting before the full response is complete. It is most useful when teams need chat and assistant answers. Compared with adjacent patterns, this pattern should reduce friction without hiding the state, rules, or recovery paths people need to keep moving.

When to use

• Chat and assistant answers
• Structured AI output that unfolds over time
• Long responses where immediate reading matters

When to avoid