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⚡ Bolt: Optimize Histogram rendering - #4468

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bolt-histogram-optimize-3784322776110951944
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⚡ Bolt: Optimize Histogram rendering#4468
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bolt-histogram-optimize-3784322776110951944

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⚡ Bolt: Optimize Histogram rendering

💡 What: Replaced inline Array.from with an IIFE pre-allocating an array and populating it via a standard for loop in Histogram.tsx.
🎯 Why: Array.from uses slower iteration protocols and creates intermediate { length: X } objects, which creates garbage collection pressure in high-frequency React render loops.
📊 Impact: Reduces GC overhead and iteration time during chart rendering.
🔬 Measurement: Verify rendering performance in the Chrome DevTools Performance tab when displaying high bin-count histograms.


PR created automatically by Jules for task 3784322776110951944 started by @dieterolson

💡 What: Replaced inline `Array.from` with an IIFE pre-allocating an array and populating it via a standard `for` loop in `Histogram.tsx`.
🎯 Why: `Array.from` uses slower iteration protocols and creates intermediate `{ length: X }` objects, which creates garbage collection pressure in high-frequency React render loops.
📊 Impact: Reduces GC overhead and iteration time during chart rendering.
🔬 Measurement: Verify rendering performance in the Chrome DevTools Performance tab when displaying high bin-count histograms.

Co-authored-by: dieterolson <198168927+dieterolson@users.noreply.github.com>
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Reviewed commit: 9de512c0a4

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Comment thread .jules/bolt.md
Comment on lines +94 to +95
**Learning:** In high-frequency React render loops (e.g., generating SVG chart elements in Histogram.tsx), using inline array initialization like `Array.from({ length: X }, ...)` incurs significant overhead from iterability checks, iterator creation, and closure execution per element. This creates unnecessary garbage collection pressure and main thread stalls.
**Action:** Instead, pre-allocate arrays using an Immediately Invoked Function Expression (IIFE) with `new Array(X)` and populate them with a standard `for` loop to bypass `Array.from`'s iterator overhead.

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P2 Badge Correct the inaccurate iterator-overhead guidance

When future Bolt tasks follow this new playbook, it incorrectly tells them that Array.from({ length: X }, ...) creates an iterator and that the IIFE bypasses iterator overhead. A plain { length: X } object is not iterable, so Array.from uses its array-like length/index path; the rewrite can avoid mapper invocations, but iterator creation is not the reason. Correct the rationale so this durable guidance does not encourage unnecessary IIFEs based on a nonexistent cost.

AGENTS.md reference: AGENTS.md:L193-L195

Useful? React with 👍 / 👎.

@dieterolson
dieterolson enabled auto-merge (squash) August 14, 2026 10:01
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