5 min readResonate HQJust published
Durable multi-turn chatbot with checkpointed LLM calls in TypeScript
How a multi-turn chatbot stops re-prompting users and re-charging tokens when every LLM call is a Resonate durable checkpoint.
A multi-turn chatbot must survive transient LLM failures mid-turn without re-prompting the user or paying twice for the same completion. On Resonate, each turn is a workflow keyed by session and turn number, and the Claude call inside it is a ctx.run checkpoint.