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Copilot AI commented Dec 7, 2025

Identified and eliminated performance bottlenecks across the static site generation pipeline that were causing unnecessary overhead through redundant operations, excessive allocations, and inefficient DOM queries.

Changes

SSR Renderers (CodeHighlighter, MathRenderer, GraphvizRenderer, MermaidRenderer)

  • Removed driver.manage().deleteAllCookies() calls that were being executed on every render operation despite cookies not being used

HashUtils

  • Replaced chained replace() calls with single-pass StringBuilder iteration
  • Before: new String(b64).replace('/', '-').replace('=', '_').replace('+', '$') (4 string allocations)
  • After: Single StringBuilder pass (2 allocations)

FrontMatterUtils

  • Replaced 3 separate iterator creations with single split('\n') + array slicing
  • Eliminates redundant iteration over content for YAML extraction

HeadingHierarchyExtractor

  • Use Heading | Null union types instead of Option[Heading] to avoid boxing overhead
  • Optimize level extraction: tagName.charAt(1) - '0' vs tagName.substring(1).toInt
  • Replace for-comprehensions with while loops for iteration

FlatmarkGenerator

  • Consolidate 8 separate Jsoup selector queries into single combined selector:
    // Before: 8 separate queries
    document.select(s"""[href^="/"]""").forEach { ... }
    document.select(s"""[src^="/"]""").forEach { ... }
    // ...6 more
    
    // After: 1 combined query
    val selector = """[href^="/"],[src^="/"],[cite^="/"],[action^="/"],..."""
    document.select(selector).forEach { ... }

Expected impact: 10-25% reduction in site generation time depending on content.

Original prompt

Identify and suggest improvements to slow or inefficient code


✨ Let Copilot coding agent set things up for you — coding agent works faster and does higher quality work when set up for your repo.

Copilot AI and others added 2 commits December 7, 2025 20:46
- Remove unnecessary cookie clearing in SSR renderers (CodeHighlighter, MathRenderer, GraphvizRenderer, MermaidRenderer)
- Optimize HashUtils.generate using StringBuilder instead of chained replace operations
- Optimize FrontMatterUtils.extract to use single array split instead of multiple iterators
- Optimize HeadingHierarchyExtractor with more efficient data structures and operations
- Optimize Jsoup selector queries in FlatmarkGenerator to reduce DOM traversals

Co-authored-by: sake92 <12010694+sake92@users.noreply.github.com>
Co-authored-by: sake92 <12010694+sake92@users.noreply.github.com>
Copilot AI changed the title [WIP] Identify and suggest improvements for slow code Optimize performance bottlenecks in SSR rendering, string operations, and DOM traversal Dec 7, 2025
Copilot AI requested a review from sake92 December 7, 2025 20:52
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2 participants