Blog Posts | Joshua Berkowitz

8 Articles

2025 × Rust ×

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

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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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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News

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

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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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News

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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