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4 changes: 4 additions & 0 deletions .jules/bolt.md
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## 2024-05-24 - Deferring State for Streaming Text Calculations
**Learning:** When dealing with rapidly updating text streams (e.g., streaming LLM output character-by-character at intervals of ~24ms), running expensive synchronous computations (like text analysis/scoring) on the active stream value blocks the main UI thread and causes lag/stuttering.
**Action:** Always use React's `useDeferredValue` to decouple the rapidly updating UI state from the state passed into expensive `useMemo` or synchronous operations. This allows React to prioritize rendering the stream while running the heavy calculations in the background.
11 changes: 9 additions & 2 deletions apps/quill/client/components/playground-view.tsx
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@@ -1,6 +1,6 @@
import { useMutation, useQuery, useQueryClient } from "@tanstack/react-query";
import { AnimatePresence, motion } from "framer-motion";
import { useEffect, useMemo, useRef, useState } from "react";
import { useDeferredValue, useEffect, useMemo, useRef, useState } from "react";
import { USE_CASE_PRESETS } from "../../src/lib/presets";
import { analyzeText, scoreDeterministic } from "../../src/lib/rubric";
import type { Guide, UseCase } from "../../src/lib/types";
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};
}, [output]);

const snapshot = useMemo(() => analyzeText(visibleOutput), [visibleOutput]);
// Defer the rapidly updating text stream so that expensive analysis doesn't
// block the main thread.
Comment on lines +258 to +259
const deferredVisibleOutput = useDeferredValue(visibleOutput);

const snapshot = useMemo(
() => analyzeText(deferredVisibleOutput),
[deferredVisibleOutput]
);
const { score, details } = useMemo(
() =>
guide
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