Blog Posts | Joshua Berkowitz

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Rust Foundation Launches Innovation Lab to Support Critical Open Source Projects

The Rust Foundation’s announcement at RustConf 2025 unveiled the Rust Innovation Lab , an initiative designed to offer institutional support to open source projects developed in Rust. This move aims t...

fiscal sponsorship Innovation Lab open source Rust Rust Foundation Rustls software security

Dec 21, 2025

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News

Rayon: Making Parallelism Simple in Rust

In the world of modern computing, parallelism is no longer a luxury, it's a necessity. As processors continue to add more cores rather than increasing clock speeds, developers face a critical challeng...

Concurrency Data Parallelism Open Source Parallelism Performance Rust Thread Pool Work Stealing

Nov 6, 2025

0 7326

Github Repos

Modular Architecture and LoRA Supercharge Semantic Routing Efficiency

Semantic routing has historically hit a wall when scaling to new classification tasks. Each new intent or filter often required an additional heavy machine learning model, driving up computational cos...

cloud-native Flash Attention LoRA machine learning modular architecture multilingual models Rust semantic routing

Oct 27, 2025

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Lance: The Columnar Data Format Transforming Machine Learning Workflows

Multimodal data management has become one of the most critical bottlenecks in machine learning and artificial intelligence. While the world generates increasingly complex multimodal datasets combining...

AI data format LanceDB machine learning multimodal open source Python Rust vector search

Sep 14, 2025

0 34386

Github Repos

AI-Driven Vibe Coding and Rust Are Changing Data Engineering

Building high-performance, reliable data tools is more crucial than ever and Rust is at the forefront of this movement. Thanks to the surge in AI-powered development, a new approach called vibe coding...

AI coding asynchronous processing data engineering parallel computing performance optimization Rust vibe coding

Sep 9, 2025

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Rust Foundation Launches Innovation Lab: Rustls Sets the Pace for Open Source Progress

Open source innovation is accelerating, and with it comes the need for robust support systems. The Rust Foundation is responding by launching the Rust Innovation Lab , a major new program unveiled at ...

community support fiscal sponsorship open source Rust Rust Foundation Rustls security software infrastructure

Sep 8, 2025

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LLMigrate Turns Lazy LLMs Into Reliable C-to-Rust Translators

Rewriting performance-critical C code in Rust promises stronger memory safety with similar speed, but moving large systems is hard. A new preprint introduces LLMigrate, a toolchain that combines large...

C-to-Rust Linux Kernel LLM Program Repair Rust

Sep 6, 2025

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Papers

RIFT: Empowering Analysts to Tackle the Next Generation of Rust-Based Malware

Cybercriminals and nation-state actors are rapidly embracing Rust as a platform for malware, complicating life for defenders. Rust’s efficiency, type safety, and robust memory management, which make i...

cybersecurity FLIRT signatures malware analysis open source tools pattern matching reverse engineering Rust threat intelligence

Sep 3, 2025

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Agent Client Protocol: Making Agentic Editing Portable

The Agent Client Protocol (ACP) is an open effort by Zed Industries to standardize how code editors talk to AI coding agents. If the Language Server Protocol decoupled languages from editors, ACP aims...

ACP AI Agents Code Editors JSON-RPC MCP Open Source Rust TypeScript

Aug 31, 2025

0 62007

Github Repos

Rust at 10 and the Features Shaping Its Future

Rust has marked a significant milestone, ten years since its 1.0 release, by doubling down on its core values: safety, performance, and an exceptional developer experience. As the language matures, un...

async programming governance language evolution open source programming languages Rust software engineering systems programming

Jul 19, 2025

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Memory Safety Is At A Breaking Point in Cybersecurity

In today's interconnected world, cyberattacks targeting memory-safety vulnerabilities are on the rise. These attacks have resulted in stolen personal data, disrupted essential services, and posed sign...

cybersecurity legacy systems memory safety national security Rust software vulnerabilities technology standards

Jul 17, 2025

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Rust Is Disrupting Data Engineering and Outpacing Python and Java

Data engineering is undergoing a quiet revolution. Rust, a language once known mainly to systems programmers, is rapidly gaining traction in data engineering and challenging Python and Java’s dominanc...

data engineering ELT pipelines Java memory safety performance Python Rust software development

Jun 30, 2025

0 8338

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