Welcome to the Blog

Here you can find the latest updates and articles.

Best Practices & API Integration

Prompting Tips and Integration with Continue Plugin for VSCode Usage

Published on 2025-07-09

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Meet SIMD.ai: A Specialist LLM for SIMD Porting

Meet our Specialized Model and our Benchmarking Suite.

Published on 2025-06-27

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Reaching Further: Comprehensive Intrinsic Analysis of 56,000+ GitHub Repositories

Intrinsic Analysis of 56,000+ GitHub Repositories

Published on 2025-04-15

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DeepSeek-R1 Meets SIMD Code Porting

Is DeepSeek-R1 actually useful for SIMD code porting?

Published on 2025-02-06

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Intrinsic Statistics in 13,000 GitHub Repositories - Insights and Patterns

A Comprehensive Analysis of SIMD Usage in Open Source Projects

Published on 2024-12-18

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Leveraging LLMs for SIMD Optimization

A Journey from Knowledge Base to AI Assistant

Published on 2024-11-25

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SIMD Intrinsics Summary
SIMD Engines: 6
C Intrinsics: 10444
NEON: 4353
AVX2: 405
AVX512: 4717
SSE4.2: 598
VSX: 192
IBM-Z: 179

Recent Updates
November 2025
  • LLVM-MCA Metrics: Added latency and throughput data for each intrinsic on a per-CPU basis, plus overall plots for visual analysis.
  • IBM-Z SIMD Integration: New SIMD architecture support integrated, including 179 intrinsics.
  • Search Engine Migration: Switched from Elasticsearch to Meilisearch — 16× less memory usage, 100× faster responses, and improved search quality.
  • Updated Statistics: Scanning expanded to more than 59k repositories, now also including IBM-Z statistics.
Previous Updates
July 2025
  • Intrinsics Organization: Ongoing restructuring of uncategorized intrinsics for improved accessibility.
  • Enhanced Filtering: New advanced filters added to the intrinsics tree for more precise results.
  • Search Validation: Improved empty search handling with better user feedback.
  • Changelog Display: Recent changes now visible to users for better transparency.
  • New Blog Post: "Best Practices & API Integration" guide added to the blogs section.
  • Dark Theme: Added support for dark theme for improved accessibility and user experience.