Blog Posts | Joshua Berkowitz

67 Articles

github × AI agents ×

Paper2Agent: Transforming Research Papers into Interactive AI Agents

Research papers are traditionally require readers and reviewers to interpret code, methods, and results independently. Paper2Agent aims to transform published research into interactive AI agents allow...

AgentScope AI agents AutoGen Azure AI Agents Claude Code Code2MCP computational biology LangGraph MCP NotebookLM OpenAI Assistants OpenDevin open source reproducibility Stanford tutorial extraction

Sep 21, 2025

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Github Repos

Smolagents: Code-first, Multi-step AI agents

smolagents is Hugging Face 's small, intentionally minimal Python library for building agentic systems that think in code. It gives you a multi-step loop, tools, and models without a forest of abstrac...

AI agents CodeAgent Hugging Face MCP Open Source smolagents

Sep 12, 2025

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Github Repos

GRID: A Community-Driven Revolution in Open-Source AGI

Sentiant is reimagining agent intelligence with GRID, the Global Research and Intelligence Directory. Instead of relying on a single, monolithic AI model, GRID connects a network of specialized intell...

AGI AI agents AI infrastructure blockchain open-source AI Sentient Chat token economy

Sep 12, 2025

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News

UI-TARS-2: Scaling GUI-Centered Agents With Multi-Turn RL

Modern AI agents are learning to use computers like humans do. They can navigate websites, manage files, and even play games by controlling desktop and mobile interfaces directly. This paper introduce...

AI agents Benchmarking Data Flywheel GUI Parameter Interpolation Reinforcement Learning

Sep 9, 2025

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Papers

Context Engineering: How to Build High‑Signal AI Agents

Context Engineering: How to Build High‑Signal AI Agents Context is the new battleground for AI agents. While the focus had been on prompts and models, the real difference between demos and production ...

AI agents coding agents compaction context engineering MCP RAG subagents tool design

Sep 8, 2025

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ScreenEnv: Desktop Automation and AI Agent Development

Building robust AI agents that interact with desktop applications has always been challenging. Virtual machines are cumbersome, and traditional automation scripts often break with the slightest system...

AI agents desktop automation Docker GUI automation Hugging Face open source Python

Sep 3, 2025

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News

LangChain and LangGraph Enter v1.0 Alpha: A New Era for Agentic AI Development

The AI community has reason to be excited as LangChain and LangGraph achieve their 1.0 alpha milestone in both Python and JavaScript. These open-source platforms are redefining how developers build ad...

agent orchestration AI agents developer tools JavaScript LangChain LangGraph open source Python

Sep 3, 2025

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News

AssetOpsBench Sets New Standards for AI in Industrial Asset Management

Industrial asset management is undergoing a transformation as artificial intelligence agents are poised to take on complex tasks, from predictive maintenance to troubleshooting intricate machinery. At...

AI agents asset management benchmarking failure analysis industrial automation LLM evaluation multi-agent systems open source

Aug 29, 2025

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News

Google's BigQuery Native Toolkit Streamlines Enterprise AI Agent Development

Connecting AI agents to enterprise data has always been a complex challenge. With sensitive data, constantly evolving schemas, and security at stake, developers often find themselves building and main...

ADK AI agents BigQuery Conversational analytics Data integration Google Cloud Machine learning MCP

Aug 28, 2025

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News

Code Sandbox MCP Provides Secure, Local Code Execution for AI Agents

AI-driven code agents are transforming development by automating code testing and execution, but running untrusted code securely is a persistent hurdle. Enter Code Sandbox MCP : a purpose-built, light...

AI agents code execution container security DevOps Gemini SDK local development open source Python tools

Aug 27, 2025

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Open SWE by LangChain: AI Coding Agents for Collaborative Software Engineering

Code assistants are getting closer to software engineers everyday and Open SWE continues to move the baseline with a new agent that actively participates in your engineering workflow - researching, pl...

Agent architecture AI agents Cloud computing Developer tools GitHub integration LangGraph Open source Software engineering

Aug 27, 2025

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News

Unlocking AI Skills: Microsoft Copilot Studio Agent Academy Empowers Your Learning Journey

Artificial intelligence is rapidly transforming the workplace, but moving from theory to practical application remains a challenge for many. Microsoft’s Copilot Studio Agent Academy is here to change ...

Agent Academy AI agents Copilot Studio Microsoft 365 Power Platform Professional development Self-paced learning

Aug 21, 2025

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