Blog Posts | Joshua Berkowitz

30 Articles

github × Python ×

Microsoft Agent Framework: Design Decisions, Demo Plan and Risk Assessment

When Microsoft quietly merged the teams behind Semantic Kernel and AutoGen into a single project, the result was not a simple rebrand. The Microsoft Agent Framework represents a ground-up rethink of h...

Agent Framework AI Agents Azure LLM Microsoft Multi-Agent Systems Open Source Python Workflows

Apr 6, 2026

0 5346

Github Repos

Smolagents: Hugging Face's Minimalist Framework for Building Powerful AI Agents

Smolagents is Hugging Face's library that proves you can build sophisticated AI agents with just a few lines of code. The name says it all: this is a "smol" (small) library with an outsized impact on ...

AI Agents Code Agents Hugging Face LLM Machine Learning Multi-Agent Systems Open Source Python RAG

Dec 13, 2025

0 4224

Github Repos

Hugging Face Transformers: The Open-Source Backbone of Modern AI

Only a handful of open-source projects have achieved the transformative impact of Hugging Face Transformers. With over 154,000 GitHub stars, more than 3,500 contributors, and a staggering 398,000+ dep...

AI Deep Learning Hugging Face Machine Learning NLP Open Source Python Transformers

Dec 12, 2025

0 2530

Github Repos

DeepAnalyze-8B: The First Agentic LLM for Autonomous Data Science

In October 2025, the Database & Intelligent Information Retrieval Laboratory (DBIIR) at Renmin University of China released DeepAnalyze-8B , marking a significant milestone in the evolution of artific...

Agentic AI AI Autonomous AI Data Science LLM Machine Learning Open Source Python

Nov 13, 2025

0 8338

Github Repos

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

0 6545

Github Repos

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

0 24299

Github Repos

Kimi CLI: Your Next Command-Line AI Agent from Moonshot AI

Anew player has emerged from China's Moonshot AI that promises to transform how we interact with our terminals. Kimi CLI is an open-source command-line agent designed specifically for software develop...

Agent Client Protocol AI Agents Command Line Developer Tools MCP Open Source Python

Nov 4, 2025

0 25322

Github Repos

Spec Kit: GitHub's Bold Experiment in Spec-Driven Development

In the rapidly evolving landscape of software development, a quiet revolution is taking place. GitHub, the platform synonymous with collaborative coding, has released Spec Kit, a toolkit that fundamen...

AI Coding Assistants Developer Tools GitHub MIT License Open Source Python Software Development Spec-Driven Development Test-Driven Development

Oct 27, 2025

0 50523

Github Repos

LangChain: Building the Future of Context-Aware AI Applications

In October 2022, a team of engineers released LangChain , a Python framework designed to solve a fundamental challenge in the emerging world of Large Language Models. The question they tackled: how do...

Agent Framework AI Agents Framework LangChain LangGraph LangSmith LLM Machine Learning Open Source Python RAG

Oct 25, 2025

0 15796

Github Repos

Microsoft Agent Framework: The Next Evolution in AI Agent Development

Microsoft has unveiled a powerful new tool that represents the next generation of AI agent development: the Microsoft Agent Framework . Born from the groundbreaking work of two pioneering projects, Se...

AI Automation Azure C# Enterprise Software Machine Learning Microsoft Multi-Agent Systems .NET OpenAI Open Source Python Workflows

Oct 22, 2025

0 74536

Github Repos

Microsoft Agent Framework: Evolving AI Agent Development

The ability to orchestrate multiple AI agents working together on complex tasks has become a critical capability for enterprise applications. Microsoft's Agent Framework is the direct successor to two...

Agent Framework AI Azure Enterprise AI LLM Microsoft Multi-Agent Systems .NET OpenAI Open Source Python Workflows

Oct 2, 2025

0 47003

Github Repos

Alibaba's AgentScope: Building the Future of Multi-Agent AI Applications

Multi-agent systems represent one of the most promising frontiers for creating sophisticated, collaborative AI applications. While many frameworks focus on hiding complexity behind layers of abstracti...

AgentScope AI framework LLM multi-agent open source Python

Sep 29, 2025

0 30976

Github Repos

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