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4 changes: 4 additions & 0 deletions .jules/bolt.md
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## 2026-10-15 - [Performance] Prevent unnecessary UI array recalculations
**Learning:** In the chat component (`useThreadList`), derived state that requires filtering and sorting large arrays (like generating nested agent lists) was running synchronously on every render. Given that chat polling triggers frequent re-renders, this caused unnecessary CPU strain on lists that only rarely change.
**Action:** Use `useMemo` for derived states like `rows` and `current` in custom hooks when they involve `.filter()`, `.map()`, or `.sort()` and depend on data that updates less frequently than the component renders.

## 2026-10-18 - [Performance] Optimize CodeBlock Token Concatenation
**Learning:** In the `CodeBlock.tsx` component, we used nested `.map(...).join('')` calls to derive the `shown` token on every render. Just like with the `messagesSignature`, allocating new intermediate arrays and strings dynamically repeatedly creates garbage collection overhead during chat interactions.
**Action:** Utilized standard React memoization (`useMemo`) to wrap the derivation logic. This prevents unnecessary string and array operations on every render without sacrificing code readability. When deriving values on a hot UI path, consider whether React `useMemo` is sufficient before replacing concise functional methods with verbose loops.
8 changes: 6 additions & 2 deletions apps/web/src/components/chat/CodeBlock.tsx
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@@ -1,4 +1,4 @@
import { useEffect, useRef, useState } from 'preact/hooks';
import { useEffect, useRef, useState, useMemo } from 'preact/hooks';
import { Check, Copy } from 'lucide-preact';
import { copyText } from '../../lib/clipboard';
import { highlightCode, normalizeLang, type CodeToken } from '../../lib/highlight';
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window.clearTimeout(t);
};
}, [code, lang]);
const shown = tokens && tokens.map((l) => l.map((t) => t.content).join('')).join('\n') === code ? tokens : null;

// Memoize tokens comparison string to avoid recalculating the string flat on every render
const shown = useMemo(() => {
return tokens && tokens.map((l) => l.map((t) => t.content).join('')).join('\n') === code ? tokens : null;
}, [tokens, code]);

async function onCopy() {
const ok = await copyText(code);
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