Blog Posts | Joshua Berkowitz

121 Articles

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Design-to-Code Collaboration with GitHub’s Annotation Toolkit

Modern digital projects demand seamless collaboration between designers and developers, but miscommunication often stalls progress. GitHub’s open source annotation toolkit addresses this pain point by...

annotation toolkit design collaboration developer tools GitHub open source version control workflow

Nov 19, 2025

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News

Google Code Wiki: Revolutionizing How Developers Explore Codebases

Leveraging advanced AI, Code Wiki Preview brings concise, Wikipedia-style insights right to developers, fundamentally changing how complex codebases are explored and understood. At the heart of Code W...

AI tools code documentation Code Wiki developer productivity GitHub Google open source software development

Nov 18, 2025

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Dion Optimizer: Transforming Distributed AI Training Efficiency

Optimizers such as Adam and AdamW have been essential to training large-scale neural networks. However, as model sizes soar into the trillions of parameters, the need for more efficient training metho...

AI optimization deep learning distributed training large language models open source orthonormal updates PyTorch scalability

Nov 16, 2025

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Magentic Marketplace Is Shaping the Future of Agentic Digital Markets

Autonomous AI agents are transforming digital markets by making transactions faster, more transparent, and more competitive. However, the structure and societal effects of these agent-driven marketpla...

AI agents algorithmic bias consumer welfare digital marketplaces market simulation Microsoft Research open source security

Nov 13, 2025

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Unleashing AI Potential: Building Advanced Agents in Go with Google's Agent Development Kit

Google’s expansion of its Agent Development Kit (ADK) to Go is a game-changer for developers seeking to create sophisticated AI agents with maximum flexibility. By supporting one of the industry’s mos...

A2A protocol Agent Development Kit AI agents cloud integration Go language multi-agent systems open source

Nov 12, 2025

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Democratizing Scalable Mixture-of-Experts Training in PyTorch with NVIDIA NeMo Automodel

Training state-of-the-art Mixture-of-Experts (MoE) models has traditionally requiredspecialists with deep distributed systems knowledge and access to high-end infrastructure. Now, NVIDIA’s NeMo Automo...

distributed training LLMs MoE NVIDIA open source performance optimization PyTorch

Nov 12, 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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Github Repos

How Open dLLM Is Democratizing Advanced AI

dLLM, short for Open Diffusion Large Language Model, is an open-source alternative to closed LLM platforms, Open dLLM empowers individuals and organizations to take AI development into their own hands...

AI development community cost efficiency customization diffusion model large language model open source

Nov 10, 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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Github Repos

Ubuntu 25.10 Ushers in High Performance with amd64v3 Architecture

Ubuntu is stepping boldly into the future by introducing the amd64v3 architecture variant in its 25.10 release. This update is designed to harness the power of modern x86_64 CPUs, delivering enhanced ...

amd64v3 architecture hardware Linux open source performance Ubuntu

Nov 3, 2025

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