Blog Posts | Joshua Berkowitz

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GitHub Copilot CLI: Your AI Coding Companion in the Terminal

github Organization copilot-cli GitHub Copilot CLI brings the power of Copilot coding agent directly to your terminal. 4.2k 236 230 82 KB 236 Network 35 Subscribers The Terminal Meets Intelligence Whe...

Agentic AI AI Automation CLI Command Line Copilot Developer Tools GitHub MCP Node.js Terminal

Nov 7, 2025

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Solving Tool Overload in AI Agents with Semantic Selection

Modern AI agents are integrating with rapidly expanding tool catalogs, sometimes numbering in the hundreds or thousands. This growth, while promising, introduces a substantial challenge: how can agent...

AI agents cost efficiency LLM performance open-source models scalability semantic selection tool routing

Nov 7, 2025

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AlphaEvolve: AI-Powered Mathematical Discovery at Scale

Google DeepMind's AlphaEvolve is moving the bar yet again in how artificial intelligence tackles mathematical discovery. Published (preprint) in November 2025 by researchers Bogdan Georgiev, e t al at...

AI AlphaProof automated reasoning combinatorics DeepMind evolutionary computation FunSearch large language models machine learning mathematical discovery mathematics optimization Terence Tao

Nov 7, 2025

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Papers

Hugging Face Introduces Dataset Streaming for Machine Learning

If you’ve ever been frustrated by long waits to download massive datasets for model training, you’re not alone. Hugging Face has introduced a groundbreaking way to stream multi-terabyte datasets direc...

data engineering dataset streaming huggingface machine learning parquet performance optimization Xet storage

Nov 7, 2025

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Vertex AI Agent Builder Is Streamlining Secure, Scalable AI Agent Development

Developing AI agents is now more accessible, but turning prototypes into robust, production-ready solutions still presents hurdles especially around security and governance. Google Cloud’s Vertex AI A...

Agent Builder AI agents developer tools Google Cloud observability scalability security Vertex AI

Nov 6, 2025

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Chronos Forecasting: Teaching Language Models to Speak the Language of Time

Time is one of the most fundamental dimensions in data analysis, yet predicting what comes next remains one of computing's most persistent challenges. Whether forecasting tomorrow's stock prices, next...

Amazon Science Deep Learning Forecasting Foundation Models Machine Learning Open Source PyTorch Time Series Transformers Zero-Shot Learning

Nov 6, 2025

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Building the Future of AI Agents: Inside Google's Agent Development Kit

When Google released the Agent Development Kit in early 2025, they weren't just offering another framework for building AI applications. They were making a bold statement about the future of agentic A...

Agent Development Agent Orchestration AI Agents Gemini Google ADK LLM Machine Learning MCP Multi-Agent Systems OpenTelemetry Production AI Python Software Engineering Vertex AI

Nov 6, 2025

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Github Repos

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

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Github Repos

GitHub’s Agent HQ Is Unifying AI Workflows for Developers

GitHub is reimagining the development environment with Agent HQ , a new platform designed to unify the AI experience. It promises a future where AI agents from different providers work together seamle...

AI agents code quality Copilot developer tools GitHub software development VS Code workflow automation

Nov 5, 2025

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OpenAI's gpt-oss-safeguard: A New Era for Policy-Driven AI Safety

OpenAI has introduced gpt-oss-safeguard , a groundbreaking family of open-source reasoning models designed to transform safety classification in artificial intelligence. Unlike rigid, traditional clas...

AI safety community collaboration content moderation developer tools machine learning open-source policy reasoning

Nov 5, 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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