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Open source chronicle of working on open source projects and discussing issues within the open source community. This will include highlighting open source projects in several programming languages

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9 Necessary Open Source Tools

Blazing-fast JSON parsing to federated AI

C. L. Beard
OpenSourceScribes
Published in
5 min readMar 20, 2025

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Open-source projects drive innovation by fostering collaboration, transparency, and accessibility. They empower developers to build on top of proven solutions, saving time and reducing redundancy. Whether it’s improving software performance, simplifying deployment, or enhancing user experience, open source accelerates technological progress. Here are nine standout projects that showcase the impact of community-driven development.

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simdjson

simidjson Parsing JSON efficiently is crucial for modern applications handling massive data streams. simdjson leverages SIMD (Single Instruction, Multiple Data) to process JSON at lightning speed, parsing gigabytes per second. Used in major platforms like Facebook’s Velox and ClickHouse, it ensures fast, low-latency data processing. If you need rapid JSON parsing, this project delivers unmatched performance.

Key Points:

  • Optimized for speed, processing JSON in record time.
  • Integrated into performance-critical applications like databases and runtimes.
  • Leverages parallel computing for efficiency gains.

Flower

Flower a Federated learning that allows AI models to be trained across multiple devices without sharing raw data. Flower simplifies this process by providing a…

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OpenSourceScribes
OpenSourceScribes

Published in OpenSourceScribes

Open source chronicle of working on open source projects and discussing issues within the open source community. This will include highlighting open source projects in several programming languages

C. L. Beard
C. L. Beard

Written by C. L. Beard

I am a writer living on the Salish Sea. I also publish my own AI newsletter https://brainscriblr.beehiiv.com/, come check it out.

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