// Hacker Noon · 5 March 2026
Beat the Spinner: Optimistic UI for LangGraph.js Agents
Eliminate the “spinning loader” pain: learn optimistic UI updates for LangGraph.js agents, plus rollback patterns and a TypeScript example.
Hacker Noon
@hacker-noon · ProgrammingCentral
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