Blog Posts | Joshua Berkowitz

42 Articles

2025 × open source ×

AI-Powered Breakthroughs in Nucleic Acid Design: How NucleoBench and AdaBeam Are Changing the Game

Designing DNA and RNA sequences for therapeutic use is a monumental challenge in biotechnology. Traditional trial-and-error methods fall short due to the immense complexity and sheer number of possibl...

AdaBeam AI biology benchmark computational biology gene therapy nucleic acid design NucleoBench open source

Jan 2, 2026

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Critical n8n Vulnerability (CVE-2025-68613): What You Need to Know and How to Protect Your Systems

Your favorite workflow automation platform may be be the very door that lets attackers into your systems thanks to a new exploit targeting n8n servers. This unsettling scenario is now a reality for ma...

CVE-2025-68613 cybersecurity n8n open source patch management remote code execution security vulnerability workflow automation

Dec 26, 2025

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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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GitHub Actions: How a Core Overhaul and Community Feedback Drive the Future

GitHub Actions’ rapid growth since its 2018 launch has transformed it into an essential tool for developers worldwide. In 2025 alone, usage soared to 11.5 billion minutes for public and open source pr...

automation CI/CD DevOps GitHub Actions open source product updates workflow

Dec 12, 2025

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Anthropic’s Strategic Leap: Bun Acquisition and Claude Code’s $1B Milestone

The landscape of AI-powered software development is evolving rapidly, and Anthropic is at the forefront of this transformation with the recent acquisition of Bun , a lightning-fast JavaScript runtime....

acquisitions AI development Anthropic Bun Claude Code JavaScript open source software engineering

Dec 4, 2025

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Microsoft Open-Sources 6502 BASIC: Connecting Computing’s Past and Future

Microsoft’s decision to open-source its influential 6502 BASIC interpreter marks a turning point for both digital preservation and retro computing communities. For decades, this code quietly powered t...

6502 CPU Commodore 64 Microsoft BASIC open source programming languages retro computing software history

Nov 30, 2025

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Unleashing On-Device Agentic Power: How Fara-7B Transforms Human-Computer Interaction

Microsoft Research’s Fara-7B is a small, open-weight agentic model that interacts with your device in a human-like way. It looks to fulfil the promise ofhaving a digital assistant that doesn’t just un...

agentic AI AI safety benchmarking on-device AI open source small language models synthetic data web automation

Nov 25, 2025

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Snapchat Unleashes Valdi: A Cross-Platform UI Game Changer

Snapchat has taken a bold step by open sourcing Valdi , its internal cross-platform UI framework. After nearly a decade of powering Snapchat’s own apps, Valdi’s public beta offers developers the promi...

cross-platform developer tools mobile development open source React Native TypeScript UI frameworks

Nov 23, 2025

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Apple Embedding Atlas: Making Sense of Millions Through Interactive Visualization

In the world of machine learning, AI and data science, embeddings have become the universal translator for complex data. Whether you are analyzing customer feedback, exploring research papers, or unde...

data visualization embeddings machine learning open source Python TypeScript WebAssembly WebGPU

Nov 12, 2025

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Proximity: Open-Source Security Scanner for MCP Server Vulnerabilities

The rapid rise of AI platforms has created new opportunities and significant new risks. With Model Context Protocol (MCP) servers at the heart of customizable AI integrations, ensuring these systems a...

AI security MCP server open source penetration testing prompt injection proximity scanner security tools

Nov 5, 2025

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AI Agents and GitHub Are Redefining Developer Innovation in 2025

At GitHub Universe 2025 AI-powered agents and developers joined forces, ushering in a new era of collaboration. These AI agents streamline repetitive coding tasks, freeing developers to solve complex ...

agentic workflows AI Azure developer tools GitHub Copilot open source software innovation

Nov 4, 2025

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TorchAO: A PyTorch-Native Shortcut To Smaller, Faster Models

TorchAO is PyTorch's native toolkit for model efficiency: it unifies post-training quantization (PTQ), quantization-aware training (QAT), float8 (FP8) training, and structured sparsity in one coherent...

deep learning FP8 model efficiency open source PyTorch QAT quantization sparsity TorchAO

Nov 4, 2025

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