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4 changes: 4 additions & 0 deletions .jules/bolt.md
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Expand Up @@ -5,3 +5,7 @@
## 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.

## 2025-02-23 - Optimizing Large Array Serialization in Preact Components
**Learning:** In Preact components, deriving state on hot paths (like `CodeBlock`) using nested `.map().join()` operations creates unnecessary intermediate array allocations, causing memory pressure and CPU overhead from garbage collection when dealing with large datasets (e.g. string concatenation of large code blocks).
**Action:** Wrap expensive derived states in `useMemo` and replace `.map().join()` with manual `for` loops. This prevents intermediate allocations and significantly reduces overhead during render loops.
21 changes: 19 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';
Expand Down Expand Up @@ -26,7 +26,24 @@ export function CodeBlock({ code, lang }: { code: string; lang?: string }) {
window.clearTimeout(t);
};
}, [code, lang]);
const shown = tokens && tokens.map((l) => l.map((t) => t.content).join('')).join('\n') === code ? tokens : null;

// Performance optimization: Avoid intermediate array allocations for large code blocks.
// We use useMemo and manual `for` loops instead of nested `.map().join()` chains
// to reduce memory allocations and CPU overhead during hot path renders.
const shown = useMemo(() => {
if (!tokens) return null;
let text = "";
for (let i = 0; i < tokens.length; i++) {
const line = tokens[i];
for (let j = 0; j < line.length; j++) {
text += line[j].content;
}
if (i < tokens.length - 1) {
text += '\n';
}
}
return text === code ? tokens : null;
}, [tokens, code]);

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