Blog Posts | Joshua Berkowitz

13 Articles

github × Azure ×

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 1793

Github Repos

Is JSON Structure the Future of Schema Languages for Messaging and Data Interchange

In a world where systems constantly exchange structured data, having robust and versatile schema definitions is more crucial than ever. As organizations rely on queues, event streams, and messaging to...

Azure code generation data interchange data validation JSON Structure messaging schema language SDKs

Dec 26, 2025

0 1122

News

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

0 34881

News

Azure MCP Server 1.0: A New Era for AI-Driven Cloud Automation

For developers and organizations seeking to build intelligent, agent-driven workflows, Azure MCP Server 1.0.0 delivers a powerful new solution. It is designed to seamlessly integrate AI agents with Az...

AI agents Azure cloud automation developer tools DevOps MCP open source security

Nov 2, 2025

0 8371

News

Accelerate Secure Copilot-Azure Integration with the New azd Extension

If you're using GitHub Copilot for cloud development, you can now skip the complex manual setup. The new azure.coding-agent extension for the Azure Developer CLI (azd) makes this possible, transformin...

automation Azure CLI tools cloud development GitHub Copilot managed identity security

Nov 2, 2025

0 2530

News

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

Conversational Cloud Management: How the Azure MCP Server is Transforming Natural Language Control

Azure MCP Server enables AI agents and clients to control Azure services through conversational commands, helping developers design and debug faster and more effectively. This development is set to re...

AI agents Azure Azure CLI Cloud automation MCP Server Model Context Protocol Natural language

Oct 15, 2025

0 3553

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 45595

Github Repos

Azure Logic Apps as MCP Servers Supercharge Enterprise AI Integration

Integrating AI agents and large language models (LLMs) into enterprise systems can be challenging without the right infrastructure. Azure Logic Apps (Standard) introduces remote Model Context Pr...

AI integration Authentication Azure LLM Logic Apps MCP Security Workflow automation

Sep 11, 2025

0 24673

News

Scaling AI Data Pipelines with Serverless Spark and GPUs on Azure

Modern AI applications, from semantic search to advanced retrieval systems, demand the rapid processing of massive text datasets. A major challenge is generating high-quality embeddings at scale, whic...

AI infrastructure Apache Spark Azure data pipelines embedding generation NVIDIA GPUs serverless

Aug 28, 2025

0 3828

News

AI-Powered Load Testing in VS Code: Azure Load Testing Meets GitHub Copilot

Load testing has traditionally involved labor-intensive scripting and manual fine-tuning. The new Azure Load Testing extension for Visual Studio Code changes the game, harnessing GitHub Copilot’s AI t...

AI tools Azure GitHub Copilot load testing Locust performance testing VS Code

Aug 19, 2025

0 3861

News

Agentic DevOps: How AI Agents Are Transforming Software Development

Picture a world where artificial intelligence acts as your development partner, handling tedious work and letting you focus on innovation. This is rapidly becoming a reality through Agentic DevOps, a ...

Agentic DevOps AI agents app modernization automation Azure DevOps GitHub Copilot software development

May 28, 2025

0 5786

News

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