Blog Posts | Joshua Berkowitz

67 Articles

github × AI agents ×

Amazon Bedrock AgentCore Gateway Unifies MCP Server Integration for Scalable AI Agents

Managing multiple specialized Model Context Protocol (MCP) servers can quickly become a headache as organizations scale their AI agent ecosystems. The latest enhancement, MCP server support in Amazon ...

AgentCore Gateway AI agents authentication AWS enterprise AI integration MCP servers tool discovery

Nov 15, 2025

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Magentic Marketplace Is Shaping the Future of Agentic Digital Markets

Autonomous AI agents are transforming digital markets by making transactions faster, more transparent, and more competitive. However, the structure and societal effects of these agent-driven marketpla...

AI agents algorithmic bias consumer welfare digital marketplaces market simulation Microsoft Research open source security

Nov 13, 2025

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Unleashing AI Potential: Building Advanced Agents in Go with Google's Agent Development Kit

Google’s expansion of its Agent Development Kit (ADK) to Go is a game-changer for developers seeking to create sophisticated AI agents with maximum flexibility. By supporting one of the industry’s mos...

A2A protocol Agent Development Kit AI agents cloud integration Go language multi-agent systems open source

Nov 12, 2025

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How Code Execution Supercharges MCP for Scalable AI Agent Workflows

AI agents are becoming increasingly powerful by tapping into a diverse array of tools and data sources. While this expands their capabilities, it also introduces serious challenges around integration ...

AI agents code execution context efficiency developer tools MCP privacy state management tool integration

Nov 10, 2025

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Recraft Offers MCP Integration For AI-Powered Design

Today’s creative professionals demand seamless workflows, but switching between chat, design tools, and AI agents often interrupts the creative flow. With the introduction of the Model Context Protoco...

AI agents AI design creative workflow developer tools MCP model integration Recraft

Nov 8, 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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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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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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Patience for Progress: How SentinelStep Lets AI Agents Wait, Monitor, and Act Like Humans

AI agents have achieved remarkable progress in automating tasks such as debugging software and booking travel. Yet, these same systems often falter when asked to simply "wait", like monitoring an inbo...

AI agents automation digital assistants Magentic-UI monitoring resource management SentinelStep

Nov 2, 2025

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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

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Architecting the Next Generation of Real-Time Streaming AI Agents

Traditional request-response models have long shaped how AI agents interact. However, as user expectations evolve, these turn-based exchanges reveal significant drawbacks. Real-time, multimodal experi...

ADK AI agents architecture concurrency developer tools multi-agent real-time streaming

Oct 31, 2025

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OpenEnv: Fueling the Future of Agentic AI with Open, Standardized Environments

AI agents are getting smarter, but their ability to interact with the world safely and effectively hinges on more than just powerful models. They require environments purpose-built for safety , flexib...

agentic systems AI agents environments Hugging Face Meta open source reinforcement learning standardization

Oct 28, 2025

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