Blog Posts | Joshua Berkowitz

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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 1837

Github Repos

Agent Skills for Context Engineering: The Open Playbook for Building Production-Grade AI Agents

If you have been building AI agents lately, you have probably hit a familiar wall. Your agent works flawlessly for simple tasks, but when complexity grows, so does the chaos. Context windows overflow,...

AI Agents Claude Context Engineering LLM Machine Learning Multi-Agent Systems Open Source Prompt Engineering

Jan 23, 2026

0 1507

Github Repos

Docker cagent: The Open-Source Multi-Agent AI Runtime

In the rapidly evolving landscape of AI, building and deploying AI agents has often required navigating a maze of complex frameworks, managing multiple API integrations, and wrestling with configurati...

AI Agents Artificial Intelligence Developer Tools DevOps Docker Enterprise AI Go LLM Marketing Automation MCP Multi-Agent Systems Open Source

Dec 16, 2025

0 2717

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 2992

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 23815

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 73909

Github Repos

Microsoft Agent Framework: A Unified Approach to Enterprise Agentic AI

Agent-based AI is rapidly changing how businesses operate, yet many organizations struggle with disjointed tools and governance hurdles that hinder progress. Microsoft addresses these pain points thro...

Agentic AI Azure AI Foundry Enterprise AI Microsoft Agent Framework Multi-Agent Systems OpenTelemetry Responsible AI Voice AI

Oct 22, 2025

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News

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 45639

Github Repos

Gaia2 and ARE: The Next Generation of Agent Evaluation and Development

The field of AI agent development has reached a critical juncture where traditional evaluation methods fall short of capturing the complexity of real-world deployment scenarios. Meta's latest research...

Agent Orchestration AI Agents Benchmarking Evaluation Machine Learning Meta Research Multi-Agent Systems Research Platform Time-sensitive Computing

Oct 2, 2025

0 22792

Papers

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