Blog Posts | Joshua Berkowitz

77 Articles

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Three Common Misconceptions About Docker MCP and How to Avoid Them

Many developers believe they have a firm grasp on Docker's Model Context Protocol (MCP), but common misunderstandings can undermine AI system reliability and agent design. Let’s break down the most fr...

AI agents APIs developer best practices Docker LLM tools MCP observability software architecture

Sep 3, 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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GitLab Duo Agent Platform Is Ushering in a New Era of DevSecOps Automation

GitLab has introduced the public beta of the GitLab Duo Agent Platform , a state-of-the-art DevSecOps orchestration solution designed for seamless human-AI collaboration by providing a development env...

agent orchestration AI agents automation DevSecOps GitLab IDE integration software development workflows

Sep 3, 2025

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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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AgentOps Observability for Autonomous AI Agents

As organizations race to unlock the promise of AI agents for complex automation, a crucial question emerges: How can we be sure these autonomous systems are behaving as intended? While the potential f...

AgentOps AI agents AI analytics automation enterprise AI IBM Research observability OpenTelemetry

Aug 30, 2025

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Anthropic Unveils 1 Million Token Context Window: Redefining AI’s Capacity

AI development is evolving rapidly, and Anthropic’s latest breakthrough puts unprecedented power in developers’ hands. With the introduction of a 1 million token context window in Claude Sonnet 4, ana...

AI agents AI models API pricing Claude Sonnet 4 code analysis context window document synthesis large language models

Aug 29, 2025

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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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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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IBM’s AgentOps Brings Observability to AI Agents

AI agents are transforming industries by automating complex workflows and tackling tasks that once required human expertise. With generative AI, these agents are more autonomous than ever, independent...

AgentOps AI agents automation enterprise AI IBM Research observability OpenTelemetry

Aug 27, 2025

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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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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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