Blog Posts | Joshua Berkowitz

160 Articles

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Critical n8n Vulnerability Threatens Workflow Automation Security

A newly revealed vulnerability in n8n, a leading open-source workflow automation tool, has sent shockwaves through the cybersecurity world. With a severity score of 9.9 out of 10 on the CVSS scale , t...

automation cybersecurity DevOps n8n open source Python remote code execution vulnerability

Jan 27, 2026

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XAML Studio Is Now Open Source: What It Means for Developers

The announcement that XAML Studio is now open source marks an exciting new chapter for Windows app development. After eight years of effort, this move opens the doors for wider community collaboration...

community developer tools .NET Foundation open source Windows development WinUI XAML

Jan 19, 2026

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How Dicer Is Revolutionizing Auto-Sharding for Distributed Systems

Engineering teams can struggle to scale distributed systems efficiently while maintaining performance and reliability. The introduction of Dicer, Databricks’ open-source dynamic auto-sharder looks to ...

auto-sharding caching cloud infrastructure Databricks distributed systems open source performance optimization service architecture

Jan 15, 2026

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How Gemini 3 Is Powering the Next Generation of Real-World AI Agents

Artificial intelligence agents are no longer confined to research labs. With the advent of advanced orchestration and memory systems, AI is now stepping confidently into real-world workflows. At the f...

AI agents automation browser automation developer tools enterprise AI Gemini 3 memory management open source

Jan 6, 2026

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How A2UI is Redefining Agent-Driven User Interfaces

You will soon be interacting with AI agents that don’t just chat, but present you with customized, interactive user interfaces (UIs) right inside your favorite apps. Google's open-source A2UI project ...

agent-driven AI cross-platform developer tools generative UI open source security user interfaces

Jan 6, 2026

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How Llama.cpp's Resumable GGUF Downloads Transform Model Management

Fetching large AI models can be frustrating when network hiccups force you to start from scratch. The latest release of llama.cpp changes the game with resumable GGUF downloads, making the process mor...

AI models downloads feature update GGUF llama.cpp machine learning open source

Jan 2, 2026

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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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CUGA on Hugging Face: IBM Brings Configurable AI Agents to Everyone

Building adaptable AI agents has required navigating complex orchestration and confronting limited flexibility. CUGA offers a robust open-source framework thatsimplifies the process, CUGA empowering u...

agent frameworks AI agents automation enterprise AI Groq Hugging Face Langflow open source

Dec 30, 2025

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FunctionGemma: Google's Lightweight Model Transforming On-Device AI Actions

Imagine on-device assistants that don't just answer questions but can actually get things done, all while keeping your data private and response times lightning-fast. Google's FunctionGemma model is m...

AI models edge computing fine-tuning function calling Gemma mobile AI open source

Dec 26, 2025

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Configurable AI Agents: How CUGA Is Transforming Workflow Automation

AI agents already going beyond rigid scripts to handle complex, evolving tasks and adapt to any workflow or domain. CUGA is a next-generation, open-source AI agent framework now available on Hugging F...

AI agents automation enterprise AI Groq Hugging Face Langflow open source workflow automation

Dec 26, 2025

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NVIDIA Acquires SchedMD: Powering the Future of Open-Source HPC and AI

The technology landscape is shifting as NVIDIA’s acquisition of SchedMD, the creators of the widely adopted Slurm workload manager, signals a bold step toward dominating high-performance computing (HP...

AI HPC NVIDIA open source SchedMD Slurm supercomputing workload management

Dec 26, 2025

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A2UI: Empowering Agents to Build Smarter, Secure User Interfaces

Generative AI is revolutionizing how we interact with technology, expanding beyond text and images to building dynamic user interfaces. With Google's launch of A2UI, AI agents can now create contextua...

A2UI agent-driven UI AI agents cross-platform developer tools generative UI open source UI security

Dec 26, 2025

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