Engineering 8 min read· 24 Aug 2026· By Engineering
Streaming JSON with partial parsing
Render fields into your UI as the model streams them, not after the whole object arrives.
A partial-JSON parser lets you show fields the moment they close — a huge perceived-latency win for structured outputs.
The Vercel AI SDK's streamObject handles this out of the box. In Python, use partial-json-parser.