Blog Posts | Joshua Berkowitz

133 Articles

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Agent Lightning: Decoupled RL Training for Any AI Agent

Agent Lightning is a Microsoft Research project that turns existing agents into trainable systems with minimal code changes. Instead of rewriting your agent to fit a trainer loop, you attach a lightwe...

AI agents AutoGen DPO LangGraph OpenAI Agents reinforcement learning RLHF VERL vLLM

Oct 8, 2025

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Five Steps to Seamless AI Agent Adoption with Microsoft Copilot

AI agents are reshaping how businesses operate, yet the journey to adopt them can seem daunting. Microsoft Copilot offers a practical roadmap, guiding organizations from initial experimentation to ful...

AI agents Copilot Studio digital transformation enterprise automation governance Microsoft Copilot workflow optimization

Oct 8, 2025

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Gemini 2.5 Computer Use Model: Ushering in the Next Phase of AI-Powered UI Automation

Thanks to Google DeepMind’s Gemini 2.5 Computer Use model there is a breakthrough that is transforming how digital workflows are automated across industries. Gemini 2.5 Computer Use is now available i...

AI agents API benchmarks Gemini 2.5 Google DeepMind safety UI automation workflow automation

Oct 7, 2025

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New AgentKit by OpenAI For AI Agent Development

Developing AI agents can be bea complicated and fragmented process. OpenAI's AgentKit attempts to fix this by providing a comprehensive suite of tools designed to streamline every stage of agent creat...

Agent Builder AgentKit AI agents automation ChatKit developer tools enterprise AI OpenAI

Oct 6, 2025

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Google’s Personal Health Agent Is Shaping the Future of Wellness

AI that not only monitors your wellbeing but also acts as a dedicated team of experts, helping you interpret your data and empowering you to make healthier choices is what Google Research’s prototype ...

AI agents data science domain expertise health coaching personal health user-centered design wearable data

Oct 6, 2025

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How AI Agents Are Changing Scientific Research Workflows

What if you could hand off the repetitive but essential tasks of research like data curation, code writing, or hypothesis testing, to an intelligent digital assistant? AI agents are making this scenar...

AI agents automation collaboration drug discovery large language models research tools scientific research

Oct 6, 2025

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Anthropic’s New Context Management Tools For AI Agents

AI agents are increasingly taking on sophisticated, long-running tasks—but context window limits often stand in the way of true autonomy. Anthropic’s latest features for the Claude Developer Platform ...

AI agents AI performance Claude Sonnet 4.5 context editing context management developer tools long-running tasks memory tool

Oct 6, 2025

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Envoy AI Gateway Ushers in a New Era with MCP Integration

AI workloads are evolving fast, and Envoy AI Gateway’s integration of the Model Context Protocol (MCP) is a major leap for organizations leveraging modern, production-scale AI systems. Jointly develop...

AI agents Envoy Gateway gateway security Kubernetes MCP OAuth open standards tool routing

Oct 6, 2025

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How the A2A .NET SDK Transforms AI Agent Collaboration

AI agents are reshaping industries, but their true value emerges when they collaborate seamlessly even across different technologies. The A2A .NET SDK gives .NET developers the tools to create agents ...

A2A agent communication AI agents Azure AI Foundry dotnet multi-agent protocols Semantic Kernel

Oct 3, 2025

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Databricks AI Agents Are Transforming Supply Chain Decision-Making

Today's global supply chains are more complex and unpredictable than ever. Organizations face constant disruptions and shifting market demands, making agility and fast decision-making essential. AI-po...

AI agents automation data analysis Databricks decision support optimization supply chain

Oct 3, 2025

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Claude Sonnet 4.5: Redefining Advanced AI Agents for Developers and Organizations

Claude Sonnet 4.5 raises the bar for advanced AI agents, offering a significant leap forward in autonomy, coding ability, and context management. For teams seeking powerful, scalable solutions, this l...

AI agents API features Claude coding context management creative content pricing Sonnet 4.5

Oct 1, 2025

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ROMA: The Backbone for Open-Source Meta-Agents

ROMA, short for Recursive Open Meta-Agents , is an open-source meta-agent framework from Sentient that turns long, messy goals into clear, solvable task trees. It gives developers a repeatable way to ...

AI agents E2B Firecrawl GRID Kimi Researcher meta-agent open source recursive planning Sentient SimpleQA

Sep 30, 2025

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