Blog Posts | Joshua Berkowitz

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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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Github Repos

Paper2Agent: Transforming Research Papers into Interactive AI Agents

Research papers are traditionally require readers and reviewers to interpret code, methods, and results independently. Paper2Agent aims to transform published research into interactive AI agents allow...

AgentScope AI agents AutoGen Azure AI Agents Claude Code Code2MCP computational biology LangGraph MCP NotebookLM OpenAI Assistants OpenDevin open source reproducibility Stanford tutorial extraction

Sep 21, 2025

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Github Repos

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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News

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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News

Mastering Context Engineering: Boosting AI Agent Performance with Smart Data Management

Effective AI agents depend on the quality and relevance of the data—known as context —they access. As agents tackle more complex problems, ensuring they receive the right information at the right mome...

AI agents context engineering LangGraph memory management multi-agent systems summarization tool selection

Aug 5, 2025

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News

Unlocking AI Agent Development: How Docker Compose’s Latest Features Transform the Landscape

Docker Compose’s latest update is reshaping how developers build, deploy, and manage AI agents. By streamlining complex workflows , Docker Compose empowers teams to create intelligent agentic stacks w...

agent frameworks AI agents cloud deployment Docker Docker Offload LangGraph Model Runner

Jul 13, 2025

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Building Smarter AI Agents: Leveraging Google Gemini and Open Source Frameworks

AI agents are redefining how we interact with digital tools, offering the ability to perceive, reason, and act autonomously. With Google Gemini's cutting-edge capabilities and the flexibility of open-...

AI agents Composio CrewAI Google Gemini LangGraph LlamaIndex open source prompt engineering

Jun 4, 2025

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Gemini

LangGraph Platform: Simplifying Agent Deployment and Management at Scale

Managing long-running, stateful AI agents has historically presented significant challenges. With the LangGraph Platform now widely available, teams can efficiently move agents from concept to product...

AI agents cloud infrastructure deployment enterprise AI LangGraph stateful systems workflow automation

May 19, 2025

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News

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